AN EMPIRICAL ANALYSIS OF THE ROLES ASSUMED BY PUBLIC ADMINISTRATORS: THE CASE OF PUBLIC PROCUREMENT SPECIALISTS by Alexandru Vasile Roman A Dissertation Submitted to the Faculty of The College for Design and Social Inquiry in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy Florida Atlantic University Boca Raton, Florida August 2013 © Copyright by Alexandru V. Roman 2013 ii ACKNOWLEDGMENTS This dissertation would have not been possible without the valuable contribution of a number of exceptional individuals. I owe a great intellectual debt to my dissertation committee: Leslie Leip, Ron Nyhan and Cliff McCue. For considering how easily one can get lost in a theoretical muddle, become disheartened and lose track of time – I could not have dreamt of a better committee. The value and impact of their guidance reaches far beyond the constraints imposed by this dissertation. I am also indebted to many other great minds whom I had the pleasure to meet and who along with my committee have nurtured my growth as a scholar. Finally, I have been extremely fortunate to have many wonderful colleagues who have bravely accompanied and supported me in this trying journey. I dedicate this dissertation to my family. If there is anything worthy that I can offer to this world it is a credit to them and a reflection of their education. I also dedicate this work to all of those who find the strength to stand firm behind their ideals, do good whenever the opportunity is offered to them and have resisted the corruption of ego. Although life sometimes makes us do things that we have to do, there are few things that count as heavy in a man’s identity as honor does. Integrity, among many others, calls for the power to see the limitations in ourselves and the greatness in others. iv ABSTRACT Author: Alexandru V. Roman Title: An Empirical Analysis of the Roles Assumed by Public Administrators: The Case of Public Procurement Specialists Institution: Florida Atlantic University Dissertation Advisor: Dr. Clifford McCue Degree: Doctor of Philosophy Year: 2013 This dissertation examines administrative roles within the context of everyday public administration. Specifically, it studies the relationship between administrative roles assumed by public administrators and (1) the perceived presence of administrative discretion, (2) individual level beliefs regarding involvement in policy formulation and (3) tenure with organization. This dissertation has a three-fold purpose. First, it delineates the types of roles assumed by public procurement specialists. Second, it tests whether administrative discretion, beliefs regarding participation in policy formulation and organizational tenure are significant in explaining the assumption of certain types of roles. Finally, the dissertation evaluates the implications for the public procurement process of the predominance of certain roles. v The theoretical logic for this dissertation draws on the theory of representative bureaucracy and role theory. These frameworks suggest that public administrators who have access to higher levels of administrative discretion would be more likely to assume a representative type role. Along similar lines, strong expectations regarding one’s involvement in policy formulation would increase the probability of the enactment by public administrators of a representative type role. Finally, it is expected that organizational tenure, through organizational socialization, would decrease the probability of a public administrator assuming a representative type role. It is found that administrative discretion, individual expectations and organizational tenure are indeed important predictors of the assumption of administrative roles. Administrators who believe that they have access to relatively high levels of discretion and those who believe they should be involved in policy formulation are more likely to assume a representative type role. On the other hand, with increased tenure public administrators are less likely to assume a representative type role. vi AN EMPIRICAL ANALYSIS OF THE ROLES ASSUMED BY PUBLIC ADMINISTRATORS: THE CASE OF PUBLIC PROCUREMENT SPECIALISTS LIST OF TABLES .............................................................................................................. x LIST OF FIGURES ........................................................................................................... xi CHAPTER I: INTRODUCTION ........................................................................................ 1 Public Procurement ......................................................................................................... 5 The Motivation of the Study and Problem Statement ..................................................... 6 Research Goals and Questions ........................................................................................ 8 Scope of the Research ..................................................................................................... 9 Methodological Approach: Data Collection and Analyses ........................................... 10 Outline of the Argument and Dissertation .................................................................... 11 CHAPTER II: THEORETICAL FRAMEWORK ............................................................ 13 Theory of Representative Bureaucracy ......................................................................... 15 Empirical Evaluations ................................................................................................... 25 Administrative Discretion and Representative Bureaucracy......................................... 27 Conclusion ..................................................................................................................... 28 CHAPTER III: THEORETICAL CONCEPTUALIZATION .......................................... 30 Institutional Environment .............................................................................................. 30 Roles .............................................................................................................................. 35 Administrative Responsibility Framework ................................................................... 42 Roles of Public Administrators ..................................................................................... 44 vii Public Procurement Context.......................................................................................... 48 Hypotheses .................................................................................................................... 51 The Model ..................................................................................................................... 53 Conclusion ..................................................................................................................... 55 CHAPTER IV: METHODOLOGY .................................................................................. 57 Introduction ................................................................................................................... 57 Research Questions ....................................................................................................... 57 Assumptions .................................................................................................................. 60 Research Philosophy ..................................................................................................... 61 Population and Sample .................................................................................................. 62 Sampling Procedures and External Validity ................................................................. 63 Instrumentation and Role Constructs ............................................................................ 64 Procedures: Data Collection, Response and Completion Rates .................................... 66 Data Screening .............................................................................................................. 68 Nonresponse Bias .......................................................................................................... 69 Construct Reliability ..................................................................................................... 70 Multinomial Logistic Regression .................................................................................. 73 Significance ................................................................................................................... 74 Checking Normality and Multicollinearity ................................................................... 76 Coding ........................................................................................................................... 79 Limitations .................................................................................................................... 80 Conclusion ..................................................................................................................... 81 CHAPTER V: RESULTS AND DISCUSSION ............................................................... 82 viii Introduction ................................................................................................................... 82 Results ........................................................................................................................... 82 Hypotheses .................................................................................................................... 84 Interpretation of Findings .............................................................................................. 88 Conclusion ..................................................................................................................... 91 CHAPTER VI: CONCLUSION ....................................................................................... 92 Introduction ................................................................................................................... 92 Implications of the Results ............................................................................................ 92 Limitations .................................................................................................................... 94 Directions for Future Research...................................................................................... 96 Contributions ................................................................................................................. 96 APPENDIX A. IRB Approval .......................................................................................... 99 APPENDIX B. Survey Instrument ................................................................................. 100 APPENDIX C. Message ................................................................................................. 103 REFERENCES ............................................................................................................... 104 ix LIST OF TABLES Table 1. Sources of Social Benefits .................................................................................. 19 Table 2. Roles of Public Administrators ........................................................................... 47 Table 3. The Model Variables .......................................................................................... 54 Table 4. Summary of Research Questions and Hypotheses ............................................. 61 Table 5. Role Construct Instrument Items ........................................................................ 66 Table 6. Sample Descriptive Statistics.............................................................................. 69 Table 7.Independent Samples T-test for Equality of Means............................................. 71 Table 8. Construct Reliability ........................................................................................... 72 Table 9. Descriptive Statistics........................................................................................... 77 Table 10. Correlations....................................................................................................... 79 Table 11. Summary of Coding .......................................................................................... 80 Table 12. Model Fit Information and Likelihood Ratio Tests .......................................... 83 Table 13. Parameter Estimates .......................................................................................... 87 x LIST OF FIGURES Figure 1. Framework of Administrative Responsibility ................................................... 44 Figure 2. Visual Inspection of Data Normality ................................................................. 77 Figure 3. Distribution of Transformed Variables ............................................................. 77 xi CHAPTER I: INTRODUCTION Understanding and delineating what makes for an appropriate role of a public servant within the context of everyday public administration is often the trigger for heated theoretical debates. The question regarding the roles of public administrators remains in significant ways fundamental to the nature of the field (Demir & Reddick, 2012; Box, 1992; Selden, Brewer, & Brudney, 1999; Svara, 1999; Waldo, 1984; Wamsley et al., 1990). The actual terms of the debate are typically drawn around the levels of discretion that a public servant employs. As such, questions regarding administrative discretion normally lie at the heart of the efforts of understanding the richness of roles that one can observe in practice. In the evolution of public administration theory and practice, a general consensus has been reached that the investment of discretionary power in administrative agencies is a fact of life…From street-level bureaucrats who must make decisions about the direct provision of services, to administrators within agencies who must translate vague legislative mandates into organizational procedures, discretion is often a crucial part of public administrators’ job descriptions. (Sowa & Selden, 2003, p. 700) There is an intricate and interdependent relationship between administrative discretion, the exercise of professional judgment, and administrative roles, patterns of behavior assumed by public administrators. Public servants, depending on organizational and policy contexts, might assume somewhat differing types of behaviors or even different roles. The presence of administrative discretion and individual level belief become central in terms of explaining the assumption of a given role type. The levels of 1 administrative discretion can either constrain or facilitate a variety of types of decisions or behaviors that a public servant could undertake (Selden et al., 1999). At the same time, however, depending on one’s assumed role, administrative discretion could either be embraced and sought after, or rejected as normatively undesirable. On the whole, scholars (Meier, 1993a; Meier & Bohte, 2001; Selden et al., 1999; Sowa & Selden, 2003) expect that the presence and the institutional acceptability of administrative discretion significantly impacts the roles assumed by public servants. The complexity associated with the devolution of governance (Kettl, 2002, 2005) and the rise of the “contract state” (Cooper, 2003) have made understanding administrative roles and the manner that the perceived presence of administrative discretion affects them that much more critical. Within the emerging density of governance by contract, there are no clear guiding frameworks in terms of responsibility and proper behavior by public administrators (Kettl, 2002, 2005). As a number of researchers have noted, depending on the institutional context and personal expectations, public servants could embrace any one of a number of roles (Selden et al., 1999; Sowa & Selden, 2003). On regular bases, public servants in similar contexts and position assume different roles depending on what is considered appropriate (Maynard-Moody & Musheno, 2003). They might embrace roles such as those of steward of the public interest, adapted realist, businesslike utilitarian, resigned custodian or practical idealist (Selden et al, 1999).The perceptions and assumptions regarding a specific role, however, become consequential in terms of resulting behavior. The acceptance of any one of these roles leads to a rather different set of behaviors and varying levels of assumed responsibility. 2 Holistically, it can be argued that the current form of governance has reached historically unprecedented levels of complexity (Denhardt & Denhardt, 2011; Kettl, 2002). Some have even argued that the administrative state within its traditional forms and approaches is simply unable to deliver the performance required by citizens (Behn, 2001, 2003; Hughes, 2003). As such, public servants may be required to take upon a new array of roles, far more intricate than the traditional “technocrat”; this becomes particularly significant especially since they are facing conflicting and competing demands from citizens on daily basis (Denhardt & Denhardt, 2011; Waldo, 1988). Furthermore, it is now regularly expected of public administrators to be more actively involved in formulating policy understandings (Demir & Reddick, 2012). An individual’s perceptions regarding one’s appropriate level of involvement, then, becomes critical in terms of attempting to explain one’s level of participation in matters of policy formulation. A public servant could conceivably choose to directly be involved in formulating policy recommendations or interpretations through one’s organization, if such behavior is believed to be appropriate. For instance, a public procurement specialist who believes that it is his or her role to represent the citizens, would be more likely to deviate from organizational efficiency needs and support procurement processes that target social outcomes. The latter might also be the case, when an individual believes that the organization is not doing enough even if social equity might be a stated organizational goal. The belief of one’s appropriate role is, then, at the core of explaining behavior both within context that encourage or discourage such behavior. A procurement specialist, who does not assume such a role, might be less inclined to place social goals above organizational needs (even if one would be offered 3 the opportunity and discretion to do so). Hence, it could be expected that if public servants believe that they should be active in formulating policy, they are more likely to assume a representative type role. On the whole, this would suggest that within the current administrative context, public servants, procurement specialists in particular, have to assume roles that they might not be accustomed to or for which they have not necessarily been prepared. Understanding the effects of administrative discretion in terms of the behaviors associated with such roles becomes essential in the efforts to demarcate a normative placement for discretion in public administration. Without proper understandings of the effects of administrative discretion on behavior, it becomes difficult to argue for any organizational change or normative-driven reform. Does the presence of discretion lead to more policy-active administrators? Do public servants who have higher levels of administrative discretion assume different types of roles? How does tenure with an organization affect assumed roles? These are just a few of many intriguing questions regarding the roles of public administrators that are of interest within the recent developments in governance. Both the academic and practice literature frequently suggest professional neutrality as possible settlement for the questions that were raised above. Yet, as it has been argued by a number of scholars, even the choice of neutrality is inherently an act of discretion. Perhaps the most appealing answer to the problem of discretion is for public administrators to exercise neutral competence. Yet even if neutrality is possible, the public administrator’s choice to remain neutral is itself a fundament exercise of bureaucratic discretion. (Selden et. al, 1999, p. 172) 4 Public Procurement Public procurement, on its end, has always been an integral part of public administration. The progressive movement at the turn of past century, for example, targeted public procurement as a core demand for the reform efforts in the field (Fry & Raadschelders, 2008; Thai, 2001; Thomas, 1919). Within the context of “hollowing” of the state, the area has been associated with even higher levels of significance, not the least being the fact that it remains one of the few unchallenged channels of direct economic intervention by government. Generally speaking, public procurement and contract management have been identified as fundamental dimensions of governance at all levels (Cooper, 2003). In terms of sheer numbers, procurement spending by U.S. federal government easily surpasses $750 billion a year (OMB, 2012); while state and local governments spend around $680 billion (Census Bureau, 2009). Moreover, due to their nature and ability to partially bypass legislative filibusters, public procurement ordinances have regularly found themselves at the forefront of attaining social goals, often outpacing their times and other traditional legislative mandates. The closer we look at the instrument choices adopted to further many of the most important social policies of the 19th and 20th centuries, the more public procurement seems to crop up. The use of government contracts to put social policies into effect has a long history…It is not too much of an exaggeration to say that modern procurement systems evolved alongside the development of the welfare State, and it is hardly surprising that the former was used in part to underpin the goals of the latter. (McCrudden, 2004, p. 258) Within a broad effort to expand our understandings of administrative roles and their relationships with administrative discretion and individual level perceptions about involvement in policy formulation, this dissertation attends to several goals. In particular, this study expands our knowledge of administrative roles by focusing on often ignored 5 aspects of theory of representative bureaucracy – administrative discretion, individual beliefs regarding one’s appropriate level of involvement in policy formulation and organizational socialization. More specifically, and given the increasing complexity of government as a “hollow state,” it examines administrative roles within a sample of public procurement specialists. The research also identifies the variables that are related to the enactment of specific roles and discusses the broader policy implications of such behaviors. There are many serious consequences associated with one’s assumed role that go beyond the mere implications for individual level preferences. Public administrators who believe that their role is to represent the public interest are highly likely to challenge organizational rationality when they believe that such structures conflict with the public mission of their institutions. The case in point is O’Leary’s (2006) excellent discussion of guerilla government. On the other hand, public administrators who believe that their role is to faithfully follow rules and regulations would perhaps be less inclined to make deviations from organizational routines or to challenge organizational practices. On caseby-case basis, these decisions might appear rather trivial, yet when considered in aggregate over the course of long periods and within the context of an entire organization – the criticality of these implications becomes readily apparent. The Motivation of the Study and Problem Statement There are several key dimensions that have motivated this study. First, public procurement, although acknowledged by practice as being strategically of value and, just by utter impact of the financial outlays, a powerful economic mechanism, rarely receives 6 the academic attention that other areas of public administration typically enjoy (Thai, 2001). Second, public procurement research sometimes suffers from a number of oversimplifications and perhaps naïve assumptions, not the least curious of them being a habitual underestimation of the influence of individual preferences and politics (Murray, 2009). Especially grave appears to be the failure to acknowledge the differences between private and public procurement. [T]he fundament difference between private and public procurement strategy and management, that of the political interface, has been overlooked in research. The role of politicians is not fully understood and sometimes presented in a negative light. Politicians have major responsibilities for strategic procurement management as a result of democratic accountability, the need to set strategic procurement priorities, ensure procurement managers have the will and competence to deliver aligned procurement strategies, and in the performance management of procurement strategy implementation. (Murray, 2009, p. 99) Third, due to the growing size of the “shadow” government (Light, 1999) and the increasing reliance on non-governmental and third party agreements – responsibility, especially in terms of discretionary decision-making, becomes progressively difficult to trace (Kettl, 2002, 2005). The accountability and authority structures within these new contractual webs differ in important ways from traditional public administration practices. Within this evolving context of devolving governance and increasing levels of ambiguity, public administrators are frequently faced with challenges in defining what represent their appropriate roles. As such, there is a recognizable need to understand the dynamics behind role assumption within the milieu of current administrative framework. Fourth, the public procurement literature is dominated in terms of methodology by case studies. While insightful, the latter approach minimizes the probability of achieving generalizable results. Finally, and more importantly, there are few studies that 7 challenge traditional stereotypes. McCue and Pitzer (2005) suggested that there is a tendency with the practice and theory to assume that public procurement is “just purchasing.” In reality, however, public procurement specialists undertake a large variety of strategic roles with “just purchasing” playing only a small part. Research Goals and Questions Given the current conditions, the necessity for a systematic empirical study of the administrative roles assumed by public procurement specialists becomes increasingly obvious. This is especially the case since at the moment there is also only limited empirical knowledge on how institutional and personal variables are linked to administrative roles assumed by public procurement specialists. This study attends to the evaluation and examination of administrative roles assumed by public procurement specialists and the individual and institutional variables associated with such roles. More precisely, the research identifies which types of roles are most commonly assumed by professionals in the field and what are the individual and institutional variables with significant degrees of association with those roles. Specially, it examines whether administrators who perceive themselves as having more administrative discretion are more likely to assume a representative-type role. Along similar lines, the study evaluates whether administrators who believe they should participate in policy formulation are more likely to assume a representative-type role. Here, a representative-type role is understood as an administrator’s set of regular pattern of behaviors that emphasize involvement in policy formulation for purposes of 8 advocating certain interests or values. For instance, if an administrator believes that equity should be promoted as the core value of public policy and he or she believes that his or her role is to promote it, then the public administrator’s pattern of behavior will emphasize efforts to advocate and enforce equity as a primary administrative value whenever possible. Over the course of this dissertation the following broad practice-directed questions are explored: 1. What are the dominant administrative roles assumed by public procurement specialists? 2. What are the individual and institutional variables most likely to be related with one’s assumed role? 3. What are the implications of the predominance of a given administrative role over others within every day procurement practices? The empirical examination and conclusions presented here are based on a random sample of 2,000 administrators drawn from 16,000 members of National Institute of Governmental Purchasing (NIGP). Although, there are a number of limitations associated with the target group, at this stage of theory development, it was considered to be appropriate for purposes of this partially-exploratory study. Scope of the Research The study attends to public procurement and public procurement specialists at all levels of government. Taken together, the research delineates understandings about an administrative area, which is bound to be associated with significant attention in the 9 future. Procurement decisions at the individual level have important impacts in terms of policy implementation. Within one’s ability to judge whether a vendor or a service provider meets a given criteria or whether entering in a relationship with a third party falls within the social goals established by the organization, a public procurement specialist can over time be the one who interprets how social goals posed by the organization are met through procurement. On the whole, the public procurement community has undertaken major efforts to professionalize and develop common perspectives and standards among professional members (Thai, 2001). While a sample of National Institute of Governmental Purchasing (NIGP) membership could be considered representative of the national population of public procurement specialists, its members most likely do not provide the richness in diversity that could otherwise be met in practice. As such, any generalization beyond the population of NIGP membership should be undertaken under the auspices of typical academic caution. Methodological Approach: Data Collection and Analyses The data used in this dissertation were collected through an electronic survey using the Survey Monkey platform. The aggregated data with no individual identifiers were analyzed using IBM SPSS 21. Multinomial logistic regression analysis represented the statistical method of choice. This methodological approach, an extension of regular logistic regression, is used for purposes of classification and prediction, and it is employed in cases when the dependent variable is categorical. It is the preferred method 10 by scholars due to its probabilistic character, limited number of assumptions and robustness to deviations from normality. Outline of the Argument and Dissertation The fundamental argument of the dissertation is constructed around the concept of administrative roles. Scholars often believe that roles, as identified within the milieu of institutions, are the outcomes of individual interpretations of what constitutes appropriate behavior for a specific setting (March & Olsen, 1996, 1998). In the context of institutional influences and personal backgrounds, in an effort to make sense and place themselves within the contradictory demands of stakeholders and normative frameworks, public servants assume different administrative roles. The assumption of a specific role might be the result of a conscious effort, but also an outcome of pressures imposed by institutional structures (March & Olson, 1989; Powell & DiMaggio, 1991; Sowa & Selden, 2003). One’s assumed role, however, is far-reaching in terms of one’s behavior, given that once assumed, the role imposes personal and institutional constraints on the individual’s behavior (Biddle, 1979; Sowa & Selden, 2003). The predictive ability of administrative roles, then, lies in the fact that one’s pattern of behavior fits a certain relatively well defined framework, which might be easier to evaluate than analyzing each individual’s behavior in part (Biddle, 1979, 1986). Representative bureaucracy theory posits that discretion is necessary for public servants to assume representative-type roles; furthermore, it is argued that administrators who expect to be involved in policy formulation would be more likely to assume representative-type roles (Sowa & Selden, 11 2003). Discretion and expectations, then, become central to the efforts to explain administrative roles. Beyond this introductory first Chapter, Chapter II provides a detailed discussion of the theoretical framework that is used to develop and operationalize the research hypotheses. Chapter III reviews the extant literature in the area and delineates administrative roles. The primary focus of the literature review is the introduction and discussion of role constructs as defined by Selden et al. (1999). This chapter conceptualizes the empirical model. Chapter IV discusses in detail the methodological approach undertaken in this dissertation. In particular, it presents the survey instrument, discusses the data collection process, provides an overarching description of obtained data, operationalizes the dependent and independent variables, and introduces the statistical method of choice. Chapter V introduces and discusses in detail the core findings of the research, while Chapter VI concludes the dissertation with a discussion of findings’ implications, the study’s limitations and suggestions for future research. 12 CHAPTER II: THEORETICAL FRAMEWORK Scholars have long attempted to understand the effects of administrative discretion and individual perceptions on administrative decision-making, and to develop normative frameworks within which these forces could be placed (see Frederickson, 1997; Leys, 1943; Mosher, 1968; Sowa & Selden, 2003). The discussion regarding these relationships is perhaps most evident in theories of political control of bureaucracy and in theories of bureaucratic politics. Perspectives on political control of bureaucracies (Burke, 1986; Gormley, 1989; Gruber, 1987; Wilson, 1989) typically attempt to address whether bureaucracies are responsive and comply with the preferences of constitutionally based legislative decisions. Normatively these views draw heavily on the implicit acceptance of administration-politics dichotomy and distinguish between political and administrative actors. Among the most impactful works in this area is Lipsky’s (1980) research on street-level discretion. According to Lipsky (1980), public administrators enjoy at least some level of discretion which they are free to choose to employ or not. Due to its reliance on theoretical rigor of neoclassical economics, agency theory (principal-agent model) has received the bulk of academic attention in recent years. The core idea of this lens is driven by the belief that public administrators, similar to typical individuals, are motivated by self-interest, hence they cannot be “trusted” or allowed to be self-guided in their use of discretion (Downs, 1967; Niskanen, 1971; Tullock, 1965; Wood & Waterman, 1994). 13 Similar to the theories of bureaucratic control, the theories of bureaucratic politics attribute important discretionary powers to public administrators. What makes bureaucratic politics perspectives different from theories of bureaucratic control is the fact that this lens assumes neither a normative nor an empirical dichotomy between administration and politics. According to scholars (Allison, 1971; Allison & Halperin, 1972; Drucker, 1952; Stone, 2002; Waldo, 1948, 1952) administrative actors are not neutral agents in the implementation process, but they actively take part in shaping understandings and in formulating public policies. Representative bureaucracy is possibly one of the most accepted and important perspectives within this stream of theories. According to Frederickson and Smith (2003) the theory of representative bureaucracy “is perhaps the most explicit attempt to address the central problem of democratic administrative theory raised by Dwight Waldo (1952, 102): How can a theory that embraces the hierarchical and authoritarian nature of bureaucracy be reconciled with the seemingly contradictory egalitarian and ultimately inefficient values of democracy?” (p. 61). Out of all perspectives on political control of bureaucracy and bureaucratic politics, the theory of representative bureaucracy represents the framework that is able to account most seamlessly for the roles assumed by public administrators within the rigid structures of bureaucratic institutions. It is due in large part to the latter that the theory of representative bureaucracy was chosen to provide the theoretical foundation for this dissertation. This chapter introduces the theory of representative bureaucracy. It is used to generate and conceptualize the hypotheses on administrative roles that are examined in this study. Through the means of a historical evolution, the chapter first traces the 14 emergence and development of the theory of representative bureaucracy. It then discusses the extant empirical literature and the manner in which it relates to this research. Theory of Representative Bureaucracy The conceptualization of the theory of representative bureaucracy is normally credited to Kingsley (1944), who, within the context of British civil service, argued that a bureaucratic structure that is representative of the broader social classes would be more responsive and effective in regards to implementing public policy (Bradbury & Kellough, 2011). The presence of this representative nature insured that, at least partially, the needs of all social classes would be considered. In his original discussion, Kingsley (1944) drew conclusions based upon the observation that the shared middle-class orientation of British ruling party and bureaucracy during World War II facilitated consensus and collaboration between elected officials and public administrators. Within a short time from its conceptualization, the framework was picked up and extended by American scholars. Unlike their British colleague, however, American scholars were not preoccupied with social class. They were more interested in identifying accountability frameworks for bureaucratic action and in theorizing the normative placement of administrative decision-making within the politics-administration continuum. Driven by Wilson’s (1887) seminal piece, questions of how to make bureaucrats accountable within a constitutional context and how to insure that they were not involved in politics, remained at the core of scholarly efforts. Administrative discretion constituted the primary point of interest. Levitan (1946) suggested that external controls are ineffective in ensuring bureaucratic accountability. Bureaucratic 15 representativeness, according to Levitan (1946), would provide a much more effective monitoring mechanism than external controls. Levitan (1946) argued that agencies’ actions would gain in legitimacy and acceptance if their workforce was representative of the public. Administrative discretion is typically normatively condemned due to the fact that it does not sit well with bureaucratic accountability structures. At the same time, discretion can often be equated with administrative power and ability to shape policy intentions and interpretations. With increased discretion comes increased ability to navigate the ambiguousness within legislative frameworks. Long (1952) and Van Riper (1958), however, believed that American bureaucracy was indeed representative of the larger population, which would ultimately confer legitimacy to administrative discretion. Long (1952), in what could be found to be a controversial argument, went as far as to suggest that bureaucracy might even be more representative than Congress. Scores of scholars have since endorsed representative bureaucracy as a possible solution to the challenges that are habitually associated with administrative discretion (Denhardt & deLeon, 1995; Krislov, 1974; Selden, 1997a; Sowa & Selden, 2003). In terms of American theoretical thought, nevertheless, Mosher’s (1968) discussion of representative bureaucracy, specifically the passive-active representation differentiation, is often considered as a critical turning point. Mosher (1968) suggested two meanings to the dynamics behind representative bureaucracy. First, by passive representation (also called descriptive representation) Mosher (1968) understood the commonalities between the individual makeups and origins of the bureaucrats and the characteristics of society at large (e.g. gender, race, income, class, religion). Second, 16 active representation was understood as the efforts by the administrators to advocate the interests of those who they believed to represent. Hence, under Mosher’s (1968) perspective – a public servant who feels accountable to the public at large and not the organization will attempt to promote the interests of the “whole people.” Under these conditions, then, administrative discretion becomes critical, since one cannot “represent” if one is not able to deviate from institutional norms which traditionally attempt to inhibit such deviations. Its criticality is due primary to two reasons. First, administrative discretion is perhaps a necessary condition for representative type behavior. Without the ability to exert discretion, public administrators cannot undertake advocacy type behavior. Second, there is a thin line between what constitutes appropriate discretionary actions and acts of partiality (Lim, 2006; Mosher, 1968). Mosher (1968) believed that even in the cases when passive representation might not lead to obvious democratic improvements; the presence of such characteristics in the administration provides democratic value on its own. Active representation, on the other hand, was normatively undesirable for Mosher (1968). “It may be noted that active representativeness run rampant within a bureaucracy would constitute a major threat to orderly democratic government. The summing up of the multitude of special interests seeking effective representation does not constitute the public interest” (Mosher, 1968, p. 12). Krislov (1974) extended the theory through his detailed discussion of socialization. Krislov (1974) argued that individuals with common demographic backgrounds, due to their shared experiences, are more likely to defend and advocate the rights and needs of those who are perceived as similar. Meier, Wrinkle and Polinard 17 (1999), for instance, suggested that if one assumes that within their discretionary behavior bureaucrats attempt to maximize their own utility, which reflects their own values and norms, then one would have to accept that such behavior will consequently reflect the interests of those with whom the public administrators share similar backgrounds. In essence, then, discretionary administrative behavior will be more representative of the public interest if such discretion is undertaken by individuals who reflect the social makeup of the communities they serve. The literature on representative bureaucracy suggests that administrators from a given minority social group (e.g. as characterized by gender, ethnicity, socioeconomic status or something else) can benefit the social group they represent directly through their behaviors or indirectly through the effects they have on other public servants. Lim (2006) categorized possible social benefits from public administrators assuming representational roles into direct and indirect benefits. Table 1 offers a short description of the sources of these social benefits as identified by Lim (2006). 18 Table 1. Sources of Social Benefits Direct Sources Partiality (advocacy) Shared values and beliefs Empathic understanding Bias in favor of a given social group and against other groups. Discretionary behavior in accordance to one's own values and beliefs - intended or not - serves the interests of the social group with which one associates. Due to a common social background, administrators not only share but also understand the values and norms of a specific social group. Indirect Sources Checking Restraint Resocialization Public administrators who associate with a particular social group can check the excesses in behaviors of their colleagues. Public administrators not associated with a specific social group might restrain their behaviors for fear of being disapproved of, exposed, or otherwise checked. With time the mere presence of bureaucrats from minority social groups can lead to enhanced empathic understanding of their colleagues. Adapted from Lim (2006) What becomes readily apparent is that administrative discretion plays a special part in the theory of representative bureaucracy. Discretion is indeed, as many scholars have asserted, at the core and indispensable for the theory of representative bureaucracy (Meier, 1993a; Meier & Bohte, 2001; Sowa & Selden, 2003). It has been noted that public servants, through the use of administrative discretion, often exercise political power (Mosher, 1968; Redford, 1969; Rourke, 1984). In order for a representation type role to be assumed by an administrator, discretion is believed to be necessary. Some have constructed normative arguments in its support (Dolan, 2000; Krislov, 1974; Selden, 1997) while others have cautioned against its uncontrollable long-term implications (Lim, 2006; Mosher, 1968). According to Sowa and Selden (2003) “discretion is often a crucial part of public administrators’ job description” (p. 700). What is of import here is that roles cannot be properly understood without thoroughly accounting for discretion. A great deal of research has been dedicated to the study of relationship between administrative discretion employed by street level administrators and service outcomes (Kelly, 1994; Lipsky, 1980; Sandfort, 2000), but also the overall implications of 19 administrative discretion for democratic governance (Kelly, 1994; Scott, 1997). In all cases, administrative discretion was identified as an important factor in delimiting and explaining observed behavior. Organizational and institutional contexts were also found important in determining levels of discretionary behavior (Keiser, 1999; Selden, 1997b). As such, an organization or institution could control one’s acceptable set of behaviors, hence type of role assumed, by limiting or granting varying levels of discretion. Scholars have suggested that an individual’s organizational and institutional environment can “pressure” or “encourage” the public administrator into assuming a given role. The assumption of specific roles, which exhibits a significant degree of reliance on the levels of institutionally-granted discretion, has at times been linked to improved policy outcomes. Meier and Bohte (2001), for instance, found that organizational structures that allow for more discretion lead to improved outcomes in terms of minority students, where organizational span of control was used to measure administrative discretion. In the same vein, Sowa and Selden (2003) found that administrators, who perceived themselves as having greater discretion, assumed roles that emphasized citizen representativeness. Although administrative discretion is critical to the theory of representative bureaucracy, it is rarely explicitly discussed or empirically tested (Meier & Bohte, 2001; Selden, 1997b; Sowa & Selden, 2003). The presence of discretion as a precondition for the types of roles assumed by public administrators remains significantly understudied. In studies of representative bureaucracy, the presence of administrative discretion is usually presumed to be a necessary condition for understanding the applicability and efficacy of the theory. However, little attention has been paid to the direct impact of administrative 20 discretion on outcomes, as discretion is usually assumed to be a constant or simply is not measured (Sowa & Selden, 2003, p. 703). The values and perceptions of the individuals represent another commonly overlooked or taken for granted dimension. One simply cannot leave unchallenged the relationship between social associations and individual expectations. How individual expectations influence the assumption of roles, appear to be much more complex than the typical race or gender links. En ensemble, one simply cannot afford underestimating the importance of administrative discretion and personal expectations. In the process of making sense of what is expected in one’s job, individuals receive certain information from the environment, information that dictates socially acceptable behavior and shapes how they perceive how they should behave. However, individuals also have past beliefs, values, and experiences that serve as filters for how that information is understood. Therefore, individuals’ attitudes and behaviors are constructed in response to cues from environment […]. (Sowa & Selden, 2003, p. 703) One can never assume that once the individual enters an agency’s environment, the individual rebuffs all his personal beliefs and identity traits. Yet, at the same time, the individual is far from “free” to express their own beliefs or values. Public administrators use their experience and the information they receive from their environments to make sense of what represents appropriate behaviors and roles for one’s position or context. Overall, then, there are several broad arguments that become of particular interest here. First, the theory of representative bureaucracy suggests that public administrators who are granted or have access to higher levels of discretion are more likely to assume representation-type roles (Meier, 1993a; Meier & Bohte, 2001; Sowa & Selden, 2003). For instance, if a public procurement specialist believes that he or she is able to forgo the accepted procurement process whenever necessary, he or she is more likely to represent 21 the interest of others (e.g. small businesses, minority groups, immigrants) when found appropriate. In the case when such roles become inappropriate, an institution could minimize the probability of assuming a given role by limiting discretion. In essence, then, an organization could influence one’s role assumption through the effective management of the levels of administrative discretion available to organizational members. The latter would mean that institutions, by controlling the levels of discretion, would be able to dictate behaviors on the part of public administrators. Second, an individual’s perception regarding what represents appropriate types of behaviors might indeed be more consequential than one’s association with a specific social group. This would imply that as a result of institutional habits and pressures, organizational expectations will overrule an individual’s identification with a certain group in regards to variables that influence behavior. For instance, a public administrator who is Hispanic might give preference to his own professional values and education in decision-making over his commonalities with other citizens who are Hispanic. In essence, while social associations are important, recent empirical literature suggests that this link might not be as strong as originally believed (see Sowa & Selden, 2003). Finally, time with the same organization has an important effect on one’s representation type behavior. One’s longevity within an organization might lead to changes in one’s behavior or behavior of others in regards to representative-type roles. On the other hand, an individual might become socialized by the organizational environment to the point where the organizational imposed role (if that role is not one of representation) will supersede representation-type patterns of behavior. For example, a public administrator who is a female immigrant from Asia and who still maintains strong 22 ties with her community might be inclined to use the available discretion to support the needs of the community when such opportunities arise. With time, as her tenure with the agency grows and she becomes more indoctrinated with organizational values, she might give preferences to organizational values over those of the community with which she was initially associated with, even in cases when she would have the discretionary option to behave otherwise. As it might be expected, the theory of representative bureaucracy is not without its critics. There are several major shortcomings and lines of criticism targeting the theory. First, due to the large levels of ambiguity in conceptualizing terms, there is surprisingly little empirical research in the area (Frederickson & Smith, 2003). Most of the empirical studies address similar questions and rarely venture beyond traditional approaches. Second, Lim (2006) was rather critical in his discussion of how partiality is conceptualized and empirical studies arguing that what the instruments often capture are things other than partiality. Third, most studies take the relationship between and individual background and a supposed group as a given. This link, however, is often weaker and less direct than assumed and seldom tested. Fourth, as Thompson (1967) argued, organizational socialization raises a significant challenge to the supposed linked between passive representation and active representation. The mechanism linking passive representation and administrative outcomes is also highly ambiguous. For instance, does the presence of passive representation increase the probability of active representation? Or is passive representation necessary or sufficient for active representation? Wilkins and Keiser (2006) argued that the important question is not whether there is a link between passive and active representation, but under what 23 conditions such link exists. Fifth, the effects of active representation are often confused with those of passive representation and are also commonly overstated. Sixth, the unit of analysis for most studies is the organization rather than the individual (Bradbury & Kellough, 2011). Finally, the theory is not conclusive in regards to the differences in behavior patterns between members of the majority and members of the minority social groups engaging in active representation. Selden (1997a), Selden, Brudney and Kellough (1998) and Sowa and Selden (2003) suggested that race and minority status might not be as significant in explaining behavior as previously thought. “[T]he role accepted by administrators and the amount of discretion they perceive themselves to have exerts an impact on the outcomes serving minority interests above and beyond the individual characteristics of the administrators” (Sowa & Selden, 2003, p. 707). Hence bureaucrats could take on representation roles regardless of their ethnic or gender characteristics. Selden et al. (1998) noted: While minority employees can be expected to embrace this role [representative role] most often and most closely, nonminority administrators may also adopt it as a result of their background or socialization…In some circumstances, minority employees with discretionary authority may avoid the minority representative role. Regardless of race or ethnicity, moreover, the attachment of public administrators to the representative role will vary, so that they may not always make decisions and take actions responsive to the minority community…employee’s perception of their work role conditions the translation of demographic (and other) characteristics into policy outputs. (p. 720) Herbert (1974) suggested that by and large the challenges associated with role assumption will be present regardless of race. Organizations habitually generate system of rules that demand and delineate certain behaviors as appropriate. As such, association with a social minority can be often overridden by organizational expectations. Holistically, then, public administrators might be grappling with pressures to balance 24 their representative role with the norms of efficiency, hierarchy and bureaucratic neutrality demanded by the organization. This section started with the goal of delineating a practical understanding of the framework within which the hypotheses tested in this dissertation are examined. Taken together, it is concluded that extant scholarly literature provides a rich and rigorous body of works on representative bureaucracy. Despite warranted criticism, the framework is sufficiently well developed in order to provide the grounds for hypotheses generation. The theory does not necessarily condemn nor encourage administrative discretion, but simply identifies it as an important factor in the assumption of representative roles, which, however, in their turn are more likely to be normatively supported. Whether representative type behavior is desirable or not, does not change the matter that administrative discretion is important for such behavior to be undertaken. Empirical Evaluations As noted previously, the theory of representative bureaucracy has stimulated a great deal of scholarly research. Although the results are mixed and not always overly conclusive (Wilkins & Keiser, 2006), with some works suffering from theoretical ambiguities and at times becoming overly-dependent on a given set of assumptions overall, the body of empirical research is rather sound. Keiser, Wilkins, Meier and Holland (2002), Meier and Nicholson-Crotty (2006), and Wilkins and Keiser (2006) found that female administrators, female police officers and female supervisors respectively, regularly engaged in representation. Improved policy outcomes were noted in all three cases when female public administrators were involved. Rosenbloom and 25 Kinnard (1977) concluded that high-ranking minorities in the Department of Defense believed they should be active in addressing the needs of social minorities. Pitts (2007) offered conclusive evidence that position and ethnic associations play an important part in influencing an administrator’s representative type behavior. Within education policy context, for instance, Pitts (2007) identified decreases in school dropout rates with increased levels of bureaucratic representation. Meier (1993a) and Meier and Steward (1992) confirmed representative behavior on the part of minority public administrators, Latino and African American respectively, in Florida school districts. Selden (1997a, 1997b) identified active representation by African Americans, Asian Americans and Hispanics within Farmers Home Administration county supervisors. Minorities were more likely to receive positive responses if their cases were reviewed by a public administrator with similar ethnic makeup. In terms of individual characteristics, Selden (1997b) and Selden et al. (1998) identified that minorities were more likely to adopt representative roles. More liberal orientation and fewer years of experience in federal government were also suggested to increase the probability of public administrators assuming representative roles. Brudney, Hebert, and Wright (2000) confirmed race and gender as important drivers of assumed roles, but also noted organizational context as a critical dimension that influences the roles assumed by public administrators. The more recent empirical developments have focused on the conditions under which representative type roles are assumed by public administrators. Research has confirmed the significance of contextual compatibility between individual perceptions and institutional structures. Overall, two main factors have been suggested as critical to 26 the representative bureaucracy to exist. First, the ability to engage in discretion was found indispensable (Meier, 1993a; Meier & Bohte, 2001; Sowa & Selden, 2003; Wilkins & Keiser, 2006). Institutional structures, then, play an important part in explaining the predominance of a certain types of roles. Second, the policy in question should be related to a specific demographic characteristic (e.g. women administrators on policies relating to women) (Keiser et al., 2002). For instance women and men identify with their gender in contexts when “gender” becomes a salient identification, in all other instances men or women don’t necessary associate with their gender group (Riley, 1988). As such, women are more likely to assume representative type roles when the policy in questions deals with women’s interests. Overall, many critical questions remain unaddressed. Administrative Discretion and Representative Bureaucracy Administrative discretion has received significant scholarly attention within the representative bureaucracy literature. Sowa and Selden (2003) defined administrative discretion as an administrator’s perceived latitude in effecting administrative outcomes. Meier and Bohte (2001) conceptualized administrative discretion as the ability of public administrators to command a sphere of influence to take actions that reflect the specific values they might hold. It has been suggested that an organizational culture is an important factor in determining levels of discretion and increased formalization is highly likely to decrease administrative discretion (Kelly, 1994; Scott 1997). A number of scholars have examined administrative discretion with the context of street level bureaucrats (Brodkin, 1997; Kelly, 1994; Lipsky, 1980; Prottas, 1979; Sandfort, 2000) and found it to be critical in the undertaking of representative type roles. 27 According to the theory of representative bureaucracy, administrators’ associations with certain social minorities would lead to administrative discretion, that is their latitude decision-making, being applied toward improving policy outcomes for the given social minority. Taken together, public administration structures that employ administrators who are representative of the population at large and allow administrators to command spheres of influence will generally carry the values of the population that the public administrators represent. There is a notable dynamic in terms of the role played by administrative discretion in the contexts of organizations that are designed to advocate minority interests and those that are not. In the latter case, administrative discretion is indeed crucial – without its presence administrators cannot translate their values into policy outcomes (Meier & Bohte, 2001). In the former case, however, administrative discretion might not necessarily be so consequential in terms of explaining representative type behavior since the institution is already designed to encourage representative roles (Meier & Bohte, 2001). Conclusion This chapter provided a discussion of the theory of representative bureaucracy. The case was made that the presence of administrative discretion is indispensable for explaining the assumption of any administrative role. Individual perceptions, too, have been suggested to be important in whether someone is more likely to behave in a certain manner. Although gender and ethnicity have been the two dimensions most often 28 associated with studies of representative bureaucracy, recent literature has shifted focus to roles and acceptance of roles as a key predictor of representative type behavior. 29 CHAPTER III: THEORETICAL CONCEPTUALIZATION This dissertation seeks to identify the effects that the presence of administrative discretion and individual level perceptions regarding one’s involvement in policy formulation have on the roles assumed by public administrators. It also attends to the question of whether organizational tenure is an important predictor of role assumption by public servants. This chapter conceptualizes the empirical model. It starts with a discussion of the neo-institutional lens and the relationship between institutional structures and individual behaviors. The discussion then turns to role theory. The chapter defines roles and links the assumption of roles with institutional structures. Finally, the chapter introduces the administrative responsibility framework and the five roleconstructs, as suggested by Selden et al. (1999). The discussion concludes with the introduction of the three core hypotheses and the model. Institutional Environment There is an intricate interdependency between administrative discretion and the roles assumed by public administrators. On the one hand, scholars are concerned that if public administrators are left to their own devices they will be guided by self-interest, rather than fulfill the democratic expectations placed on them (Buchanan & Tullock, 1962; Downs, 1957, 1967; Hayek, 2011; Niskanen, 2007; Tullock, 1987). On the other hand, Wamsley et al. (1990) suggested that inputs from public servants are legitimized by 30 the constitution and the quality of public administration will suffer if their roles are reduced to simple mechanisms of rigid policy implementation. Within their everyday experiences public servants rarely place themselves within the extremes of politicsadministration continuum. Usually, they assume roles that represent a combination of the two perspectives (Frederickson, 1997). Traditionally, in an effort to instill administrative responsibility and political control, most institutional structures were constructed in a manner that would restrict administrative discretion. Driven by the idea that “good” public administration is one that is not involved in political decision-making, through the years the area has been targeted by a number of reform initiatives searching to increase efficiency, responsiveness and responsibility (Frederickson & Smith, 2003). Yet, relatively few discussions actually attend to the question in terms of the limits of institutional controls and from the viewpoint of administrators themselves (Selden et al., 1999). Overhead controls, as Gruber (1987) described, have several significant limitations: The exercise of control is therefore inevitably affected by those being controlled, the administrators themselves. The beliefs of these administrators, the roles they play, the histories of their agencies, and the resources they command all contribute to the way they will respond to specific efforts at control. As a result, it is crucial to understand the problem of democratic control from the perspective of bureaucrats as well. (p. 24) With the exception of the golden years of the behavioralism, institutions have always attracted significant levels of academic research. “In a general way, an ‘institution’ can be viewed as a relatively stable collection of practices and rules defining appropriate behavior for specific groups of actors in specific situations…Practices and rules are also embedded in resources and the principles of their allocation that make it 31 possible for individuals to enact roles in an appropriate way and for a collectivity to socialize individuals and sanction those who wander from proper behavior” (March & Olsen, 1998, p. 948). Institutions became the focus along many disciplines increasingly so within the neo-institutional perspectives during the 1970s-1980s (Abrutyn & Turner, 2011; DiMaggio and Powell, 1983; March & Olson, 1989; Meyer & Rowan, 1977; Powell & DiMaggio, 1991). To an extent, neo-institutionalism developed as a reaction to behavioralism. The perspective emphasizes structure and examines how values, ideas, rules, habits, roles and norms provide the script for one’s behavior and become institutionalized. Where, institutionalization refers to “the emergence of institutions and individual behaviors within them” (March and Olsen, 1998, p. 948). Institutions are perceived as symbolic and behavioral frameworks bound by rules that motivate certain individual roles (DiMaggio & Powell, 1991). In grand lines new institutionalism holds that despite the ambiguity and density of regulatory constructs they do provide practical levels of predictability for human behavior. The “newness” of new institutionalism compared to old institutionalism lies in the fact values and norms are no longer the main predictors of human behavior (DiMaggio & Powell, 1991). Individuals acceptance of institutional values and instructions in general is no longer taken for granted. Yet, scholars still find that new institutionalism can draw important insights from old institutionalism (see Abrutyn & Turner, 2011). Institutional rules constantly reinforce and shape roles. It has been argued that institutional pressures can be distinguished from other impositions coming from the social milieu. 32 [I]nstitutional rules may have effects on organizational structures and their implementation in actual technical work which are very different from the effects generated by the networks of social behavior and relationships which compose and surround a given organization. (Meyer & Rowan, 1977, p. 341) The continuous interaction between rules and behavior leads to roles becoming rather well defined and difficult to change. Whilst, change in roles is possible – it is usually incremental in nature. Individuals will adopt behaviors that are seen appropriate and legitimate to their institutional context (March & Olsen, 1989). March & Olsen (1989, 1995, 1996, 1998) formulations of “logic of expected consequences” and “logic of appropriateness” are of particular interest here and have been widely used by scholars. Where by logic, March and Olsen (1996, 1998) understood ways of seeing and interpreting things. Institutions confer individuals these specific ways of “seeing” by shaping their roles and delineating their institutional identities, limiting normative behavior and decision-making preferences. Within the tradition of logic of appropriateness, actions are seen as rule-based. Human actors are imagined to follow rules that associate particular identities to particular situations, approaching individual opportunities for action by assessing similarities between current identities and choice dilemmas and more general concepts of self and situations. Action involves evoking an identity or role and matching the obligations of that identity or role to a specific situation…Like the logic of consequences, the logic of appropriateness is explicitly a logic of individual action. It is specified as a mode of action or justification for an individual actor. (March & Olsen, 1998, pp. 951-952) Institutions also provide the individuals with tools to make sense and determine appropriate behavior under changing environmental conditions. It has been argued that roles can become so powerful that they provide complete meaning and they can persist long after the institutional and rational motivations for the role might have disappeared (DiMaggio & Powell, 1991; Meyer & Rowan, 1977). To this extent, formal structures are 33 often less predictive of an organizations processes and operation than informal structure such as roles (DiMaggio & Powell, 1991; Meyer & Rowan, 1977). Despite its wide acceptance, new institutionalism has also drawn important levels of criticism. Among its critics, Goldmann (2005) suggested that the neo-institutionalism “has proven compelling because of its consequences for the scholarly community rather than by virtue of its analytical appropriateness” (p. 35). Goldmann (2005) also challenged the validity of March and Olsen’s (1996, 1998) “logic” construct, while Sending (2003) argued that the “logic of appropriateness” is unsustainable as a theory of action. That is, almost any pattern of behavior or any outcome could be explained as appropriate depending on the variables or perspectives that one takes. The lens is very attractive due to its theoretical flexibility, yet this very elasticity is what makes it less logically rigorous. The latter criticism is consequential in particular due to the fact that it would imply that the lens isn’t particularly fit to provide clear explanations of behavior. This would mean that its framework and conceptual makeup might be too vague to be useful in terms of empirical research. For the purposes of this dissertation, the limitation will extend to the fact that “what makes something appropriate” under certain circumstances might not be particularly useful in terms of predicting future outcomes. In sum, this would imply that the lens allows for a lot of variability in the underlying logic which would make any individual pattern of behavior possible, hence limited predictive power. 34 Roles According to Biddle (1979) role theory developed simultaneously across several disciplines in the second part of 1920s. It derived its core from the theatrical metaphor (Biddle, 1986). Those who assume roles are constrained to following a given institutional “script” and “enacting” expected behaviors. The concept of roles has received intense academic attention within behavioral sciences. It focuses on individuals and their behaviors and it provides an accommodating perspective that bridges anthropology, sociology, social psychology and institutionalism. From a sociopsychological point of view, one of its most alluring qualities is its double reference to the individual and to the collective matrix. The concept of role concerns the thoughts and actions of individuals, and, at the same time, it points up the influence upon the individual of socially patterned demands and standardizing forces. (Levinson, 1959, p. 170) The role concept is regularly applied to the study of consensus, social perception, formal organizations or role conflict. It assumes that individuals carry commonalities in their habitual behaviors, which are fairly predictable in cases when the context is known. Hence, by knowing one’s individual identity and institutional environment - one’s behavior becomes predictable. “Role theory, then, is a science concerned with the study of behaviors that are characteristic of persons within contexts and with various processes that presumably produce, explain, or are affected by those behaviors” (Biddle, 1979, p. 4). Furthermore, “role theory may be said to concern itself with a triad of concepts: patterned and characteristic social behaviors, parts or identities that are assumed by social participants, and scripts or expectations for behavior that are understood by all and adhered to by performer” (Biddle, 1986, p. 68). 35 Scholars typically go to great lengths to emphasize the difference between social position and roles. Positions can be described as classification of people, while roles are classifications of behaviors. The concept of role is related to, and must be distinguished from, the concept of social position. A position is an element of organizational autonomy, a location in social space, a category of organizational membership. A role is, so to say, an aspect of organizational physiology; it involves function, adaptation, process. It is meaningful to say that a person ‘occupies’ a social position; but it is inappropriate to say, as many do, that one occupies a role. (Levinson, 1959, p. 172) Biddle (1986) identified at least five broad perspectives within the study of roles: functional, symbolic interactionist, structural, organizational, and cognitive. Functional role theory emphasizes behaviors of individual who occupy social positions (Bates & Harvey, 1975; Linton, 1936; Parsons, 1951). Actors in their actions are functionally related to the structures imposed by their position and organizations. Symbolic interactionist role theory focuses on evolution of roles in terms of their social interactions, creation of meanings and interpretation frameworks (Mead, 1934; Zurcher, 1983). This second lens focuses on the evaluation of patterns of interpretation, adjustment and communication between individuals. Actors use symbols with understood and accepted meanings to communicate among each other (Griffin, 2009). Structural role theory targets primarily social structures and their relationships with individual behavior (Mandel, 1983). This framework places social influences as primary determinants of individual roles. Under this perspective roles are believed to be more of a social pattern than an individual choice. Under organizational perspective “roles are assumed to be associated with identified social positions and to be generated by normative expectations, but norms may vary among individuals and may reflect both the official demands of the 36 organizations and the pressures of informal groups” (Biddle, 1986, p. 73). The works of Gross, Mason and McEachern (1958) and Kahn, Wolfe, Quinn, Snoek and Rosenthal (1964) are usually considered as the starting points for this perspective. It is believed that organizations are the fertile grounds within which roles are developed and then assumed by specific actors. Finally, studies of cognitive role theories are interested in the associations between behavior and expectations (Greenwood, 1983; Hollander, 1985). Behavior patterns, hence roles, are assumed due to pressure posed by individual and social expectations (Flynn & Lemay, 1999). Biddle (1979) delineated five core propositions behind role theory: 1. Certain behaviors are patterned and are characteristic of persons within contexts. 2. Roles are often associated with sets of persons who share a common identity. 3. Persons are often aware of roles, and to some extent roles are governed by the fact of their awareness. 4. Roles persist, in part, because of their consequences (functions) and because they are often imbedded with larger social systems. 5. Persons must be taught roles and may find either joy or sorrow in the performances thereof. In grand lines, then, a role is defined as patterned human behavior. The most common delineation of roles is that of behaviors associated with social positions, an identity extended to a recognizable set of individuals. “Role might be considered an identity, a set of characteristic behaviors, or a set of expectations” (Biddle, 1979, p. 8). Levy (1952, p. 159) defined a role as a “position differentiated in terms of a given social structure”; Cottrell (1942, p. 617) delineated roles as “an internally consistent series of 37 conditioned responses”; a role, per Linton (1945, p. 77), “includes the attitudes, values and behavior ascribed by the society to any and all persons occupying” a specific status; Newcomb (1950, p. 280) identified roles as actions of individual “occupants of the position”; Parsons (1951, p. 25) saw roles as behavior of actors “seen in the context of its functional significances”; while Katz and Kahn (1966, p. 179) defined roles as “activities which in combination produce the organizational output.” Roles are formed by interactions with others and with institutional constraints and an individual’s commitment can vary across a multitude of roles one usually assumes (Jackson, 1981). What becomes readily apparent though, is that all current interpretations delineate roles as “behaviors that are characteristic of persons in a context” (Biddle, 1979, p. 57). The definition of role is, then, rather accommodating. For instance public servants, police officers or procurement specialists represent recognizable groups of individuals. Each group engages in certain characteristic behaviors and when on the job assumes a particular role that is found appropriate for the organizational context. Institutional constructs, however, shape one’s context as roles become institutionalized. The role concept “in connection with societies is usually confined to some institutional or functional context” (Biddle, 1979, p. 65). Conceptually, role theory is premised upon the notion that individuals’ behavior is the product of learning of social norms and expectations. This perspective contends that in any given position or occupation, individuals exhibit certain behavior based on their role assumptions. Those role assumptions are both prescribed by habit, culture, and experience and defined by the individual based upon his apprehension of the situation. The result is the enacted role. (Cox, Buck & Morgan, 1994, p. 132) 38 Roles are assumed and enacted as a result of several dimensions. According to Biddle (1979), expectations are probably one of the most powerful drivers behind roles. “[R]oles are induced through the sharing of expectations for role behavior. Thus, those who exhibit the role are stimulated to do so because they learn what behaviors are expected of them, while others are stimulated through their own expectations to teach and enforce appropriate behaviors for those who are members for the position” (Biddle, 1979, p. 5). Role self-expectations, role expectations of others and shared role expectations among those exhibiting similar roles have all been suggested to influence role enactment (Biddle, 1979, 1986). Expectations, statements that express reactions “about a characteristic of one or more persons” are time binding and are formed as “a result of prior experiences and represent, in some sense, a distillation of those experiences into a meaningful whole for the subject” (Biddle, 1979, pp. 116-119). Institutional context is found to be an important factor in shaping role expectations. Role expectations or demands are conveyed to administrators by other persons both verbally and nonverbally; they are also expressed formally through job descriptions, training, and other avenues of socialization. An administrator can encounter multiple role expectations resulting in cross-pressures and conflicts on the job. In addition to these “sent” roles, which consist of expectations and pressures communicated by others, the administrator has a “received” role consisting of her or his perception of the message sent. (Selden et al., 1998, p. 720, referencing Kahn et. al., 1964) Context is another significant dimension that dictates whether a role is assumed or found appropriate, as “most role behaviors are contextually bound” (Biddle, 1987, p. 6). Context can affect behavior in a multitude of ways. For instance, a public administrator’s role could be shaped directly by legislative expectations as well in a more subtle ways by the tools he or she has to use in order to perform according to expectations. 39 The role [of the individual] consist of only those system states and interactions that are specified for his part in the organization…A complete statement of role specifies the position and function in the larger organization – through the definition does not require that all details of a role be explicitly stated or even understood. (Kuhn, 1974, pp. 298-299) Hickson (1966) asserted that, under one form or another, organizational theories, despite their apparently distinct terminologies, differ only in degrees of role specificity and legitimacy of discretion attributed to behavior. Hickson (1966) argued that the degrees of role specificity range from complete legitimate discretion to fully specified role behavior. Frank (1964) suggests three types of roles depending of their specificity: underdefined, well-defined, and overdefined. Public administration scholars have associated role specificity with role responsibilities (Selden et. al., 1999). Public servants with underdefined roles might enjoy more discretion than those with well-defined roles. Biddle (1979) identified roles around four main dimensions: 1. Roles are behavioral (does not include: sex, race, national origin, attitudes, norms, values). 2. Roles are performed by individuals. 3. Roles are limited by context. 4. Roles are constructed on behaviors that are characteristic of a set of persons and context. Explicit rules are neither necessary nor sufficient to fully guide the behavior of individuals within organizations. Organization embraces certain models of behaviors, similar to paradigms, relying on roles assumed on implicit and explicit knowledge. By being part of the organization one enacts one’s role and the assumption that come with it. The tacit intersubjective property of paradigms constitutes in effect the “agreement” between members that enables the orderly production of role enactment. That is, the structuring of organizational interaction requires members to rely upon shared but largely tacit background knowledge that is embodied in an organizational paradigm. Roles as well as the definitions of “problems,” 40 “responsible opinion,” “leadership,” and so on, are afforded by the dominant model. (Brown, 1978, p. 374) For Selden et al. (1999) “an administrative role is a cohesive set of job-related values and attitudes that provides the public administrator a stable set of expectations about his or her responsibilities” (p. 175). There are several important dimensions to this definition. First, the attitudes and values are job related. This means that one’s role will be defined by one’s job and work environment. Second, one’s expectations represent one’s interpretations of a given set of values. This implies that the actual set of values need not be objective or empirically tested, all it matters is one’s interpretation of that given set of values. Finally, and most critically, the set of expectations regarding one’s role is assumed as being stable. The latter is highly significant, since it would imply that expectations do not change easily and as such a snapshot analysis would indeed provide an adequate evaluation of the overall nature of roles in public administration. While every specific role has a particular set of behaviors associated with it, this does not exclude that a certain part of the set is also characteristic for another role. Roles can overlap in terms of behaviors. “Two or more roles are said to be differentiated if they have but few behavioral elements in common…it is a general notion that may be used not only to separate performance of persons who occupy different social positions, but also behaviors of a single person in various contexts. Role differentiation is one of the major conditions of modern, urban society, and it would be difficult to conceive of formal organizations without differentiation of its roles and jobs” (Biddle, 1979, p. 75). An individual can enact multiple roles within one’s role set (Merton, 1949; Sieber, 1974). 41 Administrative Responsibility Framework Despite significant past and present scholarly attention to the concept of roles, much remains to be done. There are scores of public administration scholars who have discussed the administrative responsibility within the politics-administration continuum; none perhaps as famous and fundamental as the Friedrich (1940) – Finer (1941) perspectives. In a sense the two scholars have set the extreme endpoints of the debate. Friedrich (1940) supported a broader role of public administrator with room for discretionary interpretation, one based on personal and professional constraints. Kaufman (1956) placed representativeness, neutral competence and executive leadership as the three main values at the core of development of public administration. Finer (1941), in contrast, argued that appropriate administrative roles cannot be constructed without strong external controls. Yet, despite the predominance of overhead controls they are often found to be insufficient (Gilbert, 1959) as public servants regularly engage in administrative discretion and are policymakers in their own right (Lipsky, 1980; Maynard-Moody & Musheno, 2003; Meier, 1993b; Shumavon & Hibbeln, 1986). “On balance, even the most specific and narrowly tailored statutes, executive orders, and judicial edicts appear to contain the seeds of bureaucratic discretion” (Selden et. al, 1999, p. 173). This discretionary decision-making ability can have great impacts in cases when a public servant assumes a role of citizen representative that might call for action against the course established by the organization. A case in point is O’Leary’s (2006) discussion of guerilla tactics or how public administrators might sabotage the operation of their own organizations if they find that the actions of their agencies betray their legislative or 42 democratic intent. Legislative structures cannot completely preclude bureaucratic discretion from entering the equation on everyday administrative decision-making. Regardless of overhead controls, politics will still enter the equation through individual and institutional preferences. [N]o matter which ideology prevails in a governing coalition, public administration will always be undermined and corrupted by politicization, and it is politicized to the extent that the authority delegated to it is open-ended. We have to grant agencies discretion, but every grant of discretion is a calculated risk (to a republic), and most jurists as well as political scientists don't appreciate this. (Lowi, 1995, p. 491) Denhardt and deLeon (1995) and Selden et al. (1999) argued that the public administration literature converges along two normative dimensions: accountability consideration and instrumental goals. Figure 1 provides a visualization of the Denhardt & deLeon (1995) framework. The horizontal vector represents the continuum of responsibility that lies between political accountability and discretionary, pro-active administration. The second vector captures the continuum between instrumental rationality of managerial efficiency and the broadness of social equity. At their intersection there is the often cited neutrality. Holistically the theoretical perspective identifies the continuum along which organization members relate to the organization and to other members. Selden et al. (1999) relied on Denhardt and deLeon’s (1995) framework of administrative responsibility when developing the administrative roles examined in this study. 43 Figure 1. Framework of Administrative Responsibility Managerial Efficiency Political Responsiveness Neutratiliy Pro-active Administration Social Equity SOURCE: Adapted from Denhardt & deLeon (1995, p. 35, Figure 1). Roles of Public Administrators Within the context of their work environments, public servants often assume multiple roles based on gender, race, education, occupation, personal interpretations regarding who is deserving, and the demands of their agencies (Maynard-Moody & Musheno, 2003). Still, they share common perceptions about their roles, public values and the expectations imposed on them “as reflected in the customs and cultures of public administrators in units of government” (Frederickson, 1997, p. 2). While not overly cohesive there is a rich body of literature within public administration that addresses administrative roles. Loveridge (1968) suggested that the behavior of political actors might be conditioned by their conception of what constitute appropriate roles. To date, Downs’ (1967) typology of administrative roles is perhaps the most cited inquiry. Downs 44 (1967) identified five ideal types: climbers, conservers, zealots, advocates and statesmen. Climbers are self-interested and seek promotions, income and aggrandizement of current office. Conservers are also self-interested, yet they search for job security, power, prestige, income and oppose any change that could endanger their status. Unlike climbers and conservers, zealots are driven both by self-interest and by altruistic sentiments. Zealots are loyal to relatively narrow ideas and policies. Advocates extend zealots’ loyalties to a broader set of functions and ideas. Statesmen are loyal to society and struggle to fit within an office due to their exigencies and tendency to strongly advocate certain positions. Palumbo (1969) discussed role specificity, role conflict and implications in terms of power, decision-making and ethics. Palumbo (1969) argued that role specificity can act as a proxy for organizational power. The more specific a role is defined the less administrative discretion one has, hence it becomes easier for the organization to trace and control whether one behaves according to expectations. Nalbandian (1981) reviewed the changes in the public personnel administrator’s role due to changes in professional identities. Marshall and Stewart (1981) suggested that managers’ perceptions about their jobs lead them to adopt certain models of behavior that are consequential in terms of administrative decision-making. Selden (1997a) analyzed the roles public servants assume within the context of the idea of representative democracy. Chandler (1984) suggested that the role of an administrator should be one of “representative citizen” – a trustee of the public good. Along similar lines, Box (1992), employing a distinction between normative theory and theory in use, delineated the role of public administrator as a trustee of the public interest. 45 Hite et al. (2006) identified associations between perception of more innovative behavior and age, gender and experience within public school administrators. A large body of literature is dedicated to roles of city managers within the context of their political environment and public policy making (Ammons & Newell, 1988; Box, 1992; Demir & Reddick, 2012; Kammerer, 1964; Loveridge, 1968; Newell & Ammons, 1987; Newell, Glass, & Ammons, 1989; Zisk, Eulau, & Prewitt, 1965). Public administrators assume roles that accommodate the complexity of their positions, they craft “roles that mediate or resolve the thorny problems encountered in practice” (Selden, et al., 1999, p. 175). The appeal of an assumed role lies within the fact that it simplifies the decision-making process; “none of us can be Everyman, and positional roles provide us a series of convenient behavior patterns to which we can become habituated that free us form the necessity of deciding constantly among the trivial details of living” (Biddle, 1979, p. 66). Selden et al. (1999) asserted that despite much theoretical attention to how public administrators interpret their roles and their responsibilities, in reality there is only limited understandings. Selden et al. (1999), based on how public administrators perceive responsibility, generated five roles: steward of public interest, adapted realist, business like utilitarian, resigned custodian and practical idealist. Table 2 provides a detailed breakdown of the five roles. 46 Table 2. Roles of Public Administrators Role Stewards of the Public Interest Adapted Realists Businesslike Utilitarians Resigned Custodians Practical Idealists Role description Public administrators "express a desire to participate in the formulation of good public policy - that is, policies that incorporate the needs and concerns of all citizens, disadvantaged groups…are more committed to social and political goals than to policy efficiency...see themselves serving the public and furthering the public interest, independent of the goals of elected officials or management" (Selden et. al, 1999, p. 185). Public administrators "balance equity and fairness with individual concerns. They express a commitment to both good management and equity….the expression of these values may be mitigated or influence by sources external to the individual, such as rules, regulation supervisors, and legislators....they reject the general value of neutrality...and hold the ideal social equity as important....they recognize that they must work within system constraints-rules and proper lines of authority-to survive in the bureaucracy" (Selden et al., p. 187). Public administrators "value efficiency as an organizational and individual goal…they are willing to reject what more senior agency officials tell them to do….will opt for the most efficient solution, ensuring the public interest is served…set limits on their quest for efficiency that prevent them from making exaggerated claims about a program for the sake of generating support...view efficiency as more important....they reject an politicization of their role and do not wish to advance the interests of less privileged or minority citizens...Although they feel political pressure from elected officials they are ambivalent about their relationship with these officials (Selden et al., p. 188). Public administrators "see themselves as neutral agents…who know their boundaries, which consist of established rules and regulations and expectations of supervisors and the chief elected officials…they distinguish the appropriate role of nonelected public employees from that of elected public officials...they feel no inclination to play a mediator role" (Selden et al., 1999, p. 189). Public administrators "see themselves as highly responsible and professional - working efficiently, quickly, and accurately, while implementing and advocating policy positions and legislation in the public interest…they do not believe they are agents of elected officials...committed to social equity...reject neutrality and the politicization of the public service" (Selden et al., 1999, p. 190). Similar to concepts by: Lovrich (1981); Chandler (1984); Wamsley et al. (1990); Box (1992) Nalbandian (1990); Box (1992) Nalbandian (1990); Box (1992) Zimmermann and Allen (2009) replicated Selden et al.’s (1999) approach within a more homogeneous set of public servants – local recreation administrators. They confirmed two of the five roles: steward of public interest and adapted realist. 47 There are several important reasons why the constructs suggested by Selden et al. (1999) were found appropriate for this study. First, the study is among the more recent and more complete discussions of administrative roles. It is also among the few recent studies that attempt to bridge role theory and the theory of representative bureaucracy. Second, it is based on Denhardt and deLeon’s (1995) framework of administrative responsibility, which is often believed to be one of the better ways of capturing the complexity of everyday decision-making challenges faced by public administrators (Selden et al., 1999; Sowa & Selden, 2003). Third, unlike other constructs suggested by scholars, for instance those by Downs (1967), these five constructs have been generated specifically from a public administration perspective and are based both on theory and empirical analysis. In addition, perhaps even more important, the constructs suggested by Selden et al. (1999) are not constrained to a given policy domain. They allow significant levels of generalizability that cut across policy sectors and professional associations. Fourth, Selden et al.’s (1999) constructs have been empirically tested. Finally, the role constructs are reflective of and encompassing of behavior patterns that would fit within the theory of representative bureaucracy. Public Procurement Context The empirical target of the analysis in this dissertation represents public procurement. Public procurement typically refers to acquisition, renting, leasing, contracting, purchasing and contract administration within public administration (Thai, 2001, pp. 42-43). Scholars have long pointed out the importance of public procurement. Decisions in public procurement are generally linked with important social implications 48 (Collins & Gerber, 2008; Martin, Berner, & Bluestein, 2007) and are accepted as critical administrative dimensions (Snider, 2006; Thai, 2009). The realization of many policy objectives is also often dependent on the effectiveness of the public procurement process (Arrowsmith, 1995; Bolton, 2006; Knight, Harland, Telgren, Thai, Callender, & McKen, 2007). An increasing complexity of governance since the second part of 1990s has also led to similar complexities in public procurement (Brown & Potoski, 2003; Cooper, 2003; Ni & Bretschneider, 2007; Romzek & Johnston, 2005). These conditions have imposed a new and perhaps unexpected set of demands on public procurement specialists (Thai, 2009). Professionals in the area are now asked to undertake roles that might not have historically been the domain of public procurement specialists. For instance, it is now the case that public procurement is seen as strategic and procurement specialists are expected to assume active leadership roles in determining organizational ends (Snider, 2006). Public procurement is traditionally believed to be an area dominated by efficiency, neutrality and professionalization tendencies (Thai, 2001, 2009). Deviations from neutral competency are often normatively condemned. Therefore, the context of public procurement provides a rigorous test of the feasibility of role concepts in generating holistic understandings, as it would test the hypotheses within an environment that is institutionally constructed to avoid representative-type behavior on the part of public administrators. If the effect of discretion and individual perceptions can be identified within this context, then, following Meier and Bohte’s (2001) argument, it can 49 be suggested that the administrative role framework will be able to generate explanations in environments that are more open to the representative type behavior. Furthermore, the roles of public procurement specialists are expected to be relatively well defined. There are several motives for such clear delineation of roles within the public procurement context. First, federal, state and local legislative constructs and ordinances provide a fairly strict and detailed description of the expected functions of a procurement specialist. Second, due to the financial implications of one’s decisionmaking the outcomes are relatively easy to trace. As such, deviations from expected behavior become easily identifiable. Third, due to recent academic attention towards the area, the discussion regarding the appropriate roles of public procurement specialists has noted a significant revival; the latter has led to professionalization and standardization dynamics (Thai, 2001, 2009). Fifth, despite recent progress in terms of education options, public procurement, as a profession, remains driven by practice (Snider & Rendon, 2012). Finally, growing memberships and activity levels in professional organizations such as National Institute of Governmental Purchasing has exposed the procurement specialists to an increasingly uniform set of expectations. Public procurement specialists have access to a great sphere of influence in terms of their decisions. On daily basis they have the ability to qualify whether a vendor or service provider meets the social criteria imposed by the organization. At the same time, the procurement professional can serve as policy entrepreneur by advocating changes in existing practices and thresholds. Although, on the surface it often might appear that public procurement is a process that is rigid and inflexible, historical evaluations do indeed show that public procurement is undeniably an important tool in achieving desired 50 social outcomes (McCrudden, 2004). Ability to shape interpretations within these spheres of influence is then heavily and directly linked to the presence of administrative discretion. Without access to important level of discretion, public procurement specialists might not be able to engage in representative type behavior. Hypotheses There are several implications that can be derived from theoretical and empirical applications of the theory of representative bureaucracy. First, while implicitly assumed, administrative discretion is rarely the focal point of any empirical examination. Second, individual level expectations regarding one’s assumed role and consequent behavior is rarely treated outside the race-gender approach within the representative bureaucracy framework. Third, with time, individual characteristics can be overtaken by organizational and institutional level influences as the main shapers of individual behavior. Finally, recent developments have suggested that assumed roles have a greater explanatory power when it comes to behavior and policy outcome than associations with specific social minorities. Three questions that then become of particular interest and the three corresponding hypotheses are: 1. What is the effect that administrative discretion has on the probability of a public administrator assuming a given role? H1. Public administrators who believe that that they enjoy high levels of administrative discretion are more likely than those who believe that they enjoy low levels of administrative discretion to assume the role of steward of public interest. 51 Within the context of this hypothesis, the relationship between one’s perceived level of discretion and assumed role is examined. This hypothesis specifically addresses the importance of administrative discretion for the assumption of representative type roles. 2. What is the effect that individual level perception about one’s involvement in policy formulation has on the probability of a public administrator assuming a given role? H2. Public administrators who believe that they should be involved in policy formulation are more likely than those who do not believe they should be involved in policy formulation to assume the role of steward of public interest. This hypothesis addresses the relationship between personal level perceptions and one’s consequent behavior. It examines whether individual level perceptions are indeed powerful predictors of the assumption of administrative roles. 3. What is the effect that organizational tenure has on the probability of a public administrator assuming a given role? H3. Public administrators with higher levels of tenure are more likely than those with lower levels of tenure to assume the role of adapted realist. The main purpose behind this hypothesis is the evaluation of the relationship between organizational socialization and the assumption of representative type roles. In particular, it is expected the longer one is employed with an organization the less likely is the individual is to assume the role of steward of public interest. 52 The Model Typically when constructing a model, extant theory and previous studies are examined in order to determine the variables to be included. The independent variables in this model, the roles, are based on the conceptualization suggested by Selden et al. (1999). The five categories are: steward of public interest, adapted realist, business like utilitarian, resigned custodian and practical idealist. Based on the theory of representative bureaucracy and literature review the model includes four independent variables and nine control variables. The independent variables are: perception regarding one’s level of discretion, tenure, perception of expectations of others and self-expectation regarding involvement in policy formulation. The hypotheses will be tested controlling for: position, age, gender, race, education, political ideology, the number years of government service, current job satisfaction and the number of years in current position. Table 3 introduces the variables in the model, provides a short description for the motivation behind their inclusion and offers the authors that partially or fully address the concepts. 53 Table 3. The Model Variables Independent Variables Perception regarding one's levels of discretion Years with current organization tenure Expectations of others (regarding involvement in policy formulation) Self-Expectations (regarding involvement in policy formulation) Control Variables Position Motivation/General Explanations Full or Partial Discussion in: The perception that a public servant has regarding the levels of discretion he or she possesses influences one's behavior and type of role assumed. It is expected that public administrators who have been with the current organization for longer are more likely to be pro-active in terms of policy involvement (Zimmermann & Allen, 2009). Yet the theory of representative bureaucracy suggests that due to organizational socialization public administrators might abandon their representative type roles. “[R]oles are induced through the sharing of expectations for role behavior. Thus, those who exhibit the role are stimulated to do so because they learn what behaviors are expected of them, while others are stimulated through their own expectations to teach and enforce appropriate behaviors for those who are members for the position” (Biddle, 1987, p. 5). "Most versions of role theory presume that expectations are the major generators of roles, that expectations are learned through experience, and that persons are aware of the expectations they hold" (Biddle, 1986, p. 69). As such, individuals who expect themselves to be active in policy shaping are more likely to assume representation type roles. Motivation/General Explanations One's position affects one's behavior. It should be noted that position and roles might overlap but they are not identical, "positions are classification of human beings; roles are classifications of behaviors" (Biddle, 1979, p. 93). Younger public administrators are often believed to behave somewhat different from more experienced ones. Selden (1997b); Selden et al., (1998); Meier & Bohte (2001); Sowa & Selden (2003) Age Gender Gender has been suggested as important in determining one's assumed role. For instance it is believed that women with access to policymaking are more likely to be active on feminist matters when ""policy solutions fail to account for women's unique needs" (Dolan, 2000, p. 514). Scholars have argued that women and men assume different leadership roles, attribute different rankings to issues and might undertake importantly different behaviors in similar contexts (Thomas, 1994; Kathlene, 1995; Dolan, 2000). 54 Selden (1997b); Selden et al., (1998); Dolan (2000); Sowa & Selden (2003); Zimmermann & Allen (2009) Parsons (1945/1964, 1951); Kahn et al. (1964); Loveridge (1968); Biddle (1987); Nalbandian (1989); Box (1992); Meier (1993) Parsons (1945/1964, 1951); Loveridge (1968); Biddle (1987); Nalbandian (1989); Box (1992); Selden (1997); Selden et al. (1998) Full or Partial Discussion in: Kahn et al. (1964); Palumbo (1969); Kuhn (1974); Biddle (1979); Dolan (2000); Hite et al. (2006); Pitts (2007) Strodbeck & Mann (1956); Strodbeck et al. (1957); Rosenbloom & Kinnard (1977); Biddle (1979); Selden et al. (1998); Hite et al. (2006); Selden et al. (1999); Brudney et al. (2000) Strodbeck & Mann (1956), Strodbeck et al. (1957); Biddle (1979);Thomas (1994); Kathlene (1995); Selden et al. (1998); Brudney et al. (2000); Dolan (2000); Sowa & Selden (2003); Hite et al. (2006); Zimmermann & Allen (2009) Race/ethnicity Education Political ideology/ party identification Years in government service Job satisfaction Experience/role specialization/ years in current position One's ethnic background is believed to shape one's administrative role. Minority administrators are often expected to be more involved in terms of policy advocacy. Scholars believe that education plays an important role in shaping identities and as a consequence one's resulting behavior. It is suggested that in the public sector, one's political ideology might influence the pattern of behavior within a given role. The experience in the public sector is believed to influence one's outlook on one's role as well as one's typical behavior. Scholars assume that there is an association between breadth of roles and job satisfaction. As an individual is exposed to same context and expectation he or she will develop a role specialization, but focusing on one specific role in that context. Herbert (1974); Biddle (1979); Murray et at., (1994); Selden (1997); Selden et al. (1998); Selden et al. (1998); Selden et al. (1999); Brudney et al. (2000); Sowa & Selden (2003) Loveridge (1968); Palumbo (1969); Rosenbloom & Kinnard (1977); Biddle (1979); Selden et al. (1998); Selden et al. (1999); Zimmermann & Allen (2009) Selden et al. (1998); Selden et al. (1999); Wilkins & Keiser (2006) Selden et al. (1999) Vroom (1969) Bales (1950); Biddle (1979); Selden et al. (1999); Hite et al. (2006) Conclusion This chapter has conceptualized the model and the administrative roles to be tested by this research. It started with a detailed discussion of neo-institutional and role theories. The administrative responsibility framework and the five roles suggested by Selden et al. (1999) constituted the focus of the discussion. The reason for such a strong emphasis on these constructs is due to their significant implications. Depending on which role a public administrators assumes, he or she will habitually undertake different types of behaviors. For example, public administrators who believe that they are stewards of public interest will seek active involvement in the policy process. The ability to command high levels of administrative discretion is important for them; yet, the mere allowance of discretion does not guarantee that every public administrator would assume such a role. On the other side of the spectrum, one would find the resigned custodians. When 55 assuming this role, public administrators identify themselves as neutral agents who do not have a part to play in formulating policy. Administrative discretion, even if institutionally possible, is not sought after. One would expect that public administrators who assume this type of role would be less inclined towards challenging organizational structures and decisions and would be less likely to engage in representative type behavior. All three hypotheses suggested in this chapter draw on the insights provided by the theory of representative bureaucracy while bridging neo-institutional theory and role theory. In particular they examine the impact that presence of discretion plays on the type of roles assumed. While, the mere presence of discretion will be mediated by other factors in terms of its influence, it is still expected that the assumption of representative type roles is made difficult if institutional structures focus on reducing discretion. Individual level perceptions, controlled by one’s education, age or social associations, too, are expected to have significant impacts in terms of the role that one assumes. 56 CHAPTER IV: METHODOLOGY Introduction This research was designed to examine and identify the relationships between the assumption of roles by public administrators and institutional and individual variables. This study was conducted using a cross sectional survey design. Data were collected through a self-administered survey by means of Survey Monkey. Survey responses were used to examine the three core research questions of this study and to test three hypotheses. This chapter details the methodological approach used to evaluate the relationship between administrative discretion and roles assumed by public administrators. In particular it details the study’s research questions and hypotheses, research design, philosophical approach, sampling procedures, external validity, member review, instrumentation, construct reliability, data collection, statistical technique and limitations. Research Questions This dissertation attends to the following research questions: 1. What is the effect that administrative discretion has on the probability of a public administrator assuming a given role? 2. What is the effect that individual level perception about one’s involvement in policy formulation has on the probability of a public administrator assuming a given role? 57 3. What is the effect that organizational tenure has on the probability of a public administrator assuming a given role? Within the context of these overarching research questions the following three hypotheses are tested: H1. Public administrators who believe that that they enjoy high levels of administrative discretion are more likely than those who believe that they enjoy low levels of administrative discretion to assume the role of steward of public interest. H2. Public administrators who believe that they should be involved in policy formulation are more likely than those who do not believe they should be involved in policy formulation to assume the role of steward of public interest. H3. Public administrators with higher levels of tenure are more likely than those with lower levels of tenure to assume the role of adapted realist. The research questions and the subsequent hypotheses are tested based on the data collected through a survey adapted from the work of Selden et al. (1999). Five administrative roles, which were also drawn from the work of Selden et al. (1999), represent five broad and most common roles that a public administrator is likely to assume within everyday practice. Roles are not mutually exclusive, as an administrator is able to assume more than one role. However, the extant literature suggests that only one role will become dominant (Biddle, 1979, 1986; Selden et al., 1999). The survey participants were asked to self-administer the survey instrument. The survey instrument, which was reviewed by Florida Atlantic University’s Institutional 58 Review Board and received within the overall context of the study exception status A3 (Appendix A), included a total of 43 items; 20 items were dedicated to role identification. The participants were given instructions on how to complete the survey on the first page of the instrument. Additional instructions and explanations were given for each particular set of items. The model items were measured on a seven-point Likert scale; where 1 was “strongly disagree” and 7 was “strongly agree.” The on-screen presentation of the survey was broken down into five distinct pages. The first page included instructions only. The second page included the role measuring items. The respondents were given twenty statements and they were asked to indicate their level of agreement with each statement. The order in which each statement appeared was randomized for each respondent. In a similar manner the options for question three on page four were randomized. The randomization of the statements was introduced in order to reduce possible response bias that might be otherwise induced by the placement of the items. As such, it should be expected that the answer to one specific statement is not systematically influenced by its order of appearance or by the statements preceding it. Page four asked respondents to self-identify within a role type based on provided role description. The last on-screen page collected demographic and institutional level variables as they pertained to respondents. The following represents the demographic variables that were collected: type of government employed by, position, the number of years in current position, the number of years with current organization, highest level of education, the field of the highest degree, political ideology, minority association, race, gender and age. The model and demographic items on page three and page five respectively, were not randomized. The order of pages and the items on pages four and five was identical for all respondents. 59 Table 4 provides a visual summary of the research questions, hypotheses, dependent and independent variables. Assumptions As it is the case with all empirically driven research studies, there are several methodological assumptions that become highly critical. First, it is assumed that the survey instrument can accurately capture, transmit and collect data regarding the theoretical question in the manner that it was envisioned in the research design. Second, it is assumed that the nature of the instrument is such that it will not induce high levels of confusion and will be understood and completed by all those taking the survey. Third, it is assumed that the survey instrument incorporates the logic and is able to support the theoretical underpinnings of this dissertation. Fourth, it is assumed that adapting the survey instrument from its original conceptualization by Selden et al. (1999) has not introduced any undesirable effects. Finally, and most importantly, it is assumed that the response provided by public administrators will accurately reflect their actions in practice, that is, their stated behavior would be representative of actual behavior. 60 Table 4. Summary of Research Questions and Hypotheses RQs & Hs Independent Variable RQ1 RQ2 RQ3 administrative discretion individual perception organizational tenure H1 administrative discretion H2 self-expectations H3 organizational tenure Control Variables Dependent Variable Method holistic analysis holistic analysis holistic analysis position, age, gender, race, education, political ideology, years of government service, job satisfaction and number of years in current position. position, age, gender, race, education, political ideology, years of government service, job satisfaction and number of years in current position. position, age, gender, race, education, political ideology, years of government service, job satisfaction and number of years in current position. administrative roles multinomial logistic regression administrative roles multinomial logistic regression administrative roles multinomial logistic regression Research Philosophy Extant literature suggests that roles are more stable and hence preferable for purposes of empirical analysis than individual behaviors. It is believed, that while there might be a great deal of variation among public servants in terms of their everyday behaviors, when examining patterns of behavior within role sets, the latter variation is much more empirically manageable. Individuals might have a difficult time ranking behaviors however roles are expected to be much clearer and easier to identify. It is believed that although not perfect, a survey research design would be able to accurately capture and analyze the assumption of administrative roles. Most studies on administrative roles have been theoretical in nature and relied on limited, if any, empirical data. This dissertation supports the argument that there are 61 crucial insights that can be garnered from a systematic large N analysis of the assumption of roles in public administration. Many of these insights would perhaps go unrealized and more importantly untested within theoretical or qualitative driven discussions. Population and Sample The membership of National Institute of Governmental Purchasing (NIGP) represents the population of choice for this dissertation. NIGP’s membership is diverse and includes public administrators who engage in procurement functions on regular basis. This population is found to be of particular interest for testing the three hypotheses given the inherent characteristic of the professional settings and the significantly rigid regulatory and institutional environments. Procurement specialists operate daily under well delineated procurement ordinances and institutional rules. Within this context, institutional expectations regarding individual roles and behaviors should be relatively well defined, stable and clearly delineated at the individual level. A random sample of 2,000 procurement specialists was drawn from the contact database of NIGP membership. In January of 2013 NIGP had a total of approximately 16,000 members. The 2,000 contacts were selected from the full list of members using a random sequence generator in Microsoft Office Excel. The membership structure of NIGP is fluid, as new members are constantly joining and others are leaving due to retirement or other personal reasons. NIGP’s membership is also highly diverse in terms of education, ethnicity, work experience and positional status (NIGP, personal correspondence). The full list of contacts was obtained directly from NIGP’s research department. 62 There were several important reasons for selecting this specific population. First, this represents a professional group within public administration that is rarely the focus of in-depth theoretical or empirical analyses. Under these conditions, the research could make claim to important levels of originality. Second, although NIGP membership is diverse in terms of education, gender, age and ethnicity – due to the professionalization efforts of the last decade there are rather high levels of consensus regarding professional standards and expectations (Thai, 2001); hence, it was expected that role behaviors would be easily identifiable across institutional levels and relatively homogeneous in nature. Also, given their direct proximity to financial outlays, their actions and decisions are receiving perhaps higher levels of scrutiny when compared to other public administrators. On the whole then, the nature of their work contexts resembles a metaphorical “stage,” which would require that the participants have well defined roles and clear understandings of behavioral expectations. Finally, within public procurement representative type behavior is not generally encouraged or supported. Neither is discretion. Given the latter, it can be argued that the identification of the three relationships within public procurement is a rather powerful test to the validity of such associations. Sampling Procedures and External Validity The sampling procedures for this dissertation aimed to exploit the benefits of random sampling. The email addresses were selected using a random number generator in Microsoft Office Excel. Given the typical response rates for NIGP surveys a large 63 contact sample was believed necessary in order to achieve desired power and generalizability criteria. The goal of the employed sample was to provide a representative picture of NIGP membership. Indeed sample representativeness is often considered to be perhaps more critical than the sample size itself (Gliner, Morgan, & Leach, 2009). There are two major concerns with the sample used here. First, even though NIGP boast a diverse membership it is difficult to infer whether the organization’s membership is representative of the population of public procurement specialists at large. Second, the NIGP’s membership is fluid. New members are added and removed almost on daily basis. Assuming that the population size is finite and is known to be 16,000, following Yamane (1967, p. 886) the needed sample size for statistical inference is given by the following formula Where N is the population size, n is the sample size, and e is the level of precision. At a 95% confidence level, the size of the needed sample is determined to be approximately 390. Instrumentation and Role Constructs The instrument employed by this study has been adapted from the conceptualization provided by Selden et al. (1999). Selden et al. (1999) have studied a diverse group of public administrators who had no apparent professional similarities. The 64 instrument items were broad in their conceptualizations, as such offering important levels of cross-sectional application. Although in this case, the study was constrained to the population of public procurement specialist, the survey instrument was found appropriate. Given the design of the original study no reliability statistics were available. As such, an important part of this research becomes the provision of a reliability evaluation of survey instrument. Each role construct was measured using four Likert-type items. The average rating for the four items for each construct was used to identify the dominant role assumed by the public administrator and the responses were coded accordingly. The main reason for choosing average score rather than total score lies within its ability to provide a decision even in cases with missing item responses. Hence, even in the case when a respondent did not answer one of the items within the construct a decision can be made. In cases when a respondent would have a similar average across items for several different constructs, the number of answered items was used as the first tiebreaker. For example, if the respondent cumulated similar averages for two constructs the respondent was coded in the role within which he or she answered most items. Inter-item variance was used as the second tiebreaker. All being equal, in cases of equal averages the respondent was coded in the role that had the smallest inter-item variance. In cases when neither the average rating, number of completed items nor inter-item variance was useful in coding, the respondent’s self-identification was used to determine the dominant role. Table 5 provides the items employed to measure each construct. 65 Table 5. Role Construct Instrument Items Steward of Public Interest Adapted Realist Businesslike Utilitarian Resigned Custodian Practical Idealist I use organizational channels to advocate for policy positions that I find to be important. I seek opportunities to participate in the formulation of public policy issues that I find to be important. I encourage procedures that support greater public access to programs and services. As an administrator, I encourage certain values over others. In my work, I try to balance fairness and efficiency concerns. I am committed to management objectives. In my work I attempt to reflect most current managerial perspectives. To survive in the organization, I follow the rules when strictly necessary. In my decisions, I give priority to efficiency over fairness. I believe efficiency is the most important goal in my work, even if my supervisors do not agree. Regardless of political pressure, I take the decision which is best for my organization. If it is not the most efficient choice, I do not advance the interests of minority citizens. I behave according to the wishes of my superiors. I follow the rules as closely as possible. I do not assume a public leadership role in policy issues. In my work, I try to be as neutral as possible. I primarily implement policy, not formulate it. I keep politics out of my decision-making. I am committed to my professional standards. I attempt to be as responsive as possible. Procedures: Data Collection, Response and Completion Rates Before the administration of the survey, a draft of the instrument was distributed among 14 public procurement specialists with significant experience in the profession. The individuals were asked to review the instrument in terms of its logical coherence, language adequacy and congruence with the perspectives in the field. Ten specialists replied with detailed comments. Taken together, their comments led to a number of language changes and rewordings. The demand for a more practice oriented language appeared as a common thread among the comments. The survey instrument, which is provided in the Appendix B, has been administered using Survey Monkey. The survey included a cover message (Appendix C) within the body of the invitation email and a unique individual link to the survey embedded into the text. The invitation message 66 introduced the potential participants to the scope of the research and informed the recipients that his or her participation was voluntary. It was made clear that no individual data will be made available. The results will be presented in aggregate terms only. Typically, it is expected that web based surveys yield lower response rates than face to face and paper surveys. For education surveys, Nulty (2008) conducted an extensive literature review and found that the average response rates for paper surveys is 56% whereas for web based surveys it is only 33%; with a trend of decreasing survey response rates. For internet surveys (not e-email surveys) the general expectation is that response rate could range anywhere from 0% to 85.3% (Vaux & Briggs, 2006, p. 190). Furthermore, perhaps somewhat unexpectedly, Medway and Fulton (2012) found that adding a web option to a paper administered survey actually decreases response rates. Hence, in case of survey administration, it might be advisable to avoid mixing collection approaches. What is important to note here, for the purposes of this research, is that for a survey that is solely web based and administered, without any paper pre-notifications, the response rates should be expected to be lower than those obtained for paper surveys. Over the last 5 years, surveys conducted by the NIGP, response rates ranged between 10% and 25% (NIGP, personal correspondence). Surveys that attended to technical and operational data appeared to result in lower response rates. The survey’s digital invitation was sent out on February 12, 2013. Reminders were sent on February 26th and March 11th. A final reminder was sent on March 18th. A total of 512 individual replied to the invitation to participate. This represents 25.6 % response rate. Out of the total number of respondents, 493 completed and submitted the survey, while 19 had started, but only partially completed the survey – hence a 67 completion rate of 96.28%. Although this response rates appears somewhat low, it is rather characteristic for large N internet surveys and it fits within the overall expectation for studies driven by NIGP database. The response rate also fits within the overall trend observed in social sciences. Data Screening With the exception of the 19 partially completed responses, data obtained were not in need of major screening. Only minor refinements were undertaken. For instance, in certain cases respondent’s used letters rather numbers to indicate their responses. In other cases, respondents used months rather than years to indicate their tenure within a certain position or with a given organization. When months were used, the indicated number of months was transformed in their year equivalent. Finally, in terms of type of position respondents at times would indicate the actual position they held rather than choose among the options provided to them. In the latter cases, their answers were recoded according to the options. For example, if a respondent indicated that he or she was employed as a “buyer,” he or she would be recoded as a non-manager. Given the fact that very few cases outside the partially complete responses had missing values, no cases were deleted from the final data set. The final data set included 493 complete survey responses. The general demographic descriptive statistics for the data set a presented in Table 6. 68 Table 6. Sample Descriptive Statistics Employed by: City / town government State/provincial government County/regional government College / university Special authority / district School system Federal government Other (please specify) 123 (24.9%) 117 (23.7%) 109 (22.1%) 42 (8.5%) 41 (8.3%) 39 (7.9%) 17 (3.4%) 5 (1%) Position: Non-manager Manager Senior executive/director 246 (49.9%) 182 (36.9%) 65 (13.2%) Highest Education Level: Less than high school degree High school degree or equivalent Some college but no degree Associate degree Bachelor degree Graduate degree Did not indicate 6 (1.2%) 16 (3.2%) 94 (19.1%) 40 (8.1%) 208 (42.2%) 128 (26%) 1 (0.2%) Years in current position Tenure Years in public service Population Age N 488 490 489 493 482 Political Ideology: Strongly liberal Liberal Moderate Conservative Strongly conservative Did not indicate 16 (3.2%) 82 (16.6%) 215 (43%) 154 (31.2%) 17 (3.4%) 9 (1.8%) Race: White Black or African American Other Asian Am. Indian or Alaska Native Native Haw. or Pacific Islander Did not indicate 387 (78.5%) 71 (14.4%) 18 (3.7%) 12 (2.4%) 3 (0.6%) 1 (0.2%) 1 (0.2%) Gender: Female Male 285 (57.8%) 208 (42.2%) Mean 6.98 10.87 17.44 9507218.04 50.26 Nonresponse Bias For any study based on data collected through self-administered instruments, nonresponse bias can be a serious concern. In order to check for any possible significant nonresponse bias an independent sample T-test on the average responses for model variables among early and late respondents was conducted. The survey responses were ordered based on their time of receipt, with the first 10% labeled as early respondents and 69 last 10% labeled as late respondents. The results for independent samples T-test is provided in Table 7. Overall there are no major concerns regarding possible non-response bias. The only statistically significant difference in means (p<.05) was observed for item 11 – “Regardless of political pressure, I take the decision which is best for my organization.” Outside of item 11 no other statistically significant difference in means among early and respondents was identified. Construct Reliability Perhaps the most critical technical aspect of this research lies within the reliability of the constructs employed to code respondents into roles based on their espoused agreement with the 20 model items. Internal consistency would require that the items composing a given scale would have high levels of interrelatedness. Cronbach’s Alpha is probably the most widely used and accepted measure of evaluating constructs reliability. Cronbach’s Alpha estimates the consistency of the entire scale (Cronbach, 1951; Nunnally, 1979). The typical lower cut-off limit for Alpha is often considered .70, but for exploratory research and for scales that have not been previously tested levels as low as .60 are found to be acceptable (Hair, Black, Babin, & Anderson, 2010; Robinson, Shaver, & Wrightman, 1991). Table 8 provides the Cronbach’s Alphas for the five constructs. 70 Table 7.Independent Samples T-test for Equality of Means I use organizational channels to advocate for policy positions that I find to be important. I seek opportunities to participate in the formulation of public policy issues that I find to be important. I encourage procedures that support greater public access to programs and services. As an administrator, I encourage certain values over others. In my work, I try to balance fairness and efficiency concerns. I am committed to management objectives. In my work I attempt to reflect most current managerial perspectives. To survive in the organization, I follow the rules when strictly necessary. In my decisions, I give priority to efficiency over fairness. I believe efficiency is the most important goal in my work, even if my supervisors do not agree. Regardless of political pressure, I take the decision which is best for my organization. If it is not the most efficient choice, I do not advance the interests of minority citizens. I behave according to the wishes of my superiors. I follow the rules as closely as possible. I do not assume a public leadership role in policy issues. In my work, I try to be as neutral as possible. I primarily implement policy, not formulate it. I keep politics out of my decision-making. I am committed to my professional standards. I attempt to be as responsive as possible. I expect to be involved in policy formulation I believe that my organization's stakeholders expect me to be involved in policy formulation I feel that I enjoy a high level of discretion in terms of my decisionmaking I am satisfied with my job # of years in current position # of years with current organization # of years in public sector Age 71 t Sig. Mean Diff. Std. Error Diff. 0.348 0.729 0.089 0.256 0.000 1.000 0.000 0.293 -0.448 0.655 -0.102 0.228 0.241 1.391 0.101 0.619 0.810 0.168 0.920 0.537 0.061 0.267 0.020 0.122 0.254 0.192 0.202 0.198 1.332 0.186 0.449 0.337 -0.428 0.670 -0.155 0.362 -1.303 0.196 -0.449 0.345 -2.901 0.005 -0.755 0.260 0.267 0.790 0.092 0.346 -0.021 -0.926 0.980 0.984 1.750 1.146 0.984 0.357 0.329 0.327 0.083 0.255 -0.006 -0.204 0.327 0.286 0.571 0.286 0.310 0.220 0.333 0.290 0.327 0.249 0.204 1.487 -1.255 0.838 0.140 0.212 0.032 0.245 -0.388 0.156 0.165 0.309 -1.531 0.129 -0.469 0.307 -1.682 0.096 -0.490 0.291 -0.715 0.477 -0.204 0.286 -1.455 -1.798 -1.874 -1.932 0.149 0.075 0.064 0.056 -1.704 -3.002 -3.827 -3.736 1.171 1.669 2.042 1.934 Table 8. Construct Reliability Cronbach's Alpha Stewards of Public Interest Model Item 1 Model Item 2 Model Item 3 Model Item 2 Adapted Realist Model Item 5 Model Item 6 Model Item 7 Model Item 8 Businesslike Utilitarian Model Item 9 Model Item 10 Model Item 11 Model Item 12 Resigned Custodian Model Item 13 Model Item 14 Model Item 15 Model Item 16 Practical Idealist Model Item 17 Model Item 18 Model Item 19 Model Item 20 Scale Mean if Item Deleted Scale Variance if Item Deleted Corrected Item-Total Correlation Cronbach's Alpha if Item Deleted 16.04 16.27 15.69 15.84 8.683 8.227 9.5 9.857 0.646 0.606 0.606 0.425 0.666 0.687 0.693 0.783 16.5 16.76 16.93 17.62 7.69 7.885 7.101 5.849 0.488 0.497 0.588 0.373 0.597 0.597 0.535 0.731 12.45 12.1 10.77 12.31 13.01 12.48 16.609 14.65 0.61 0.687 0.457 0.508 0.68 0.634 0.758 0.736 15.84 14.73 16.09 15.19 10.444 12.566 9.485 10.711 0.53 0.526 0.547 0.53 0.67 0.686 0.664 0.669 18.35 17.71 16.88 16.91 4.732 5.417 6.445 6.689 0.368 0.453 0.567 0.495 0.685 0.567 0.535 0.57 0.765 0.675 0.763 0.733 0.651 Based on the Cronbach’s Alphas, it can be argued that the constructs are fairly adequate and exhibit high levels of inter-item consistency. Yet, some improvements could be made in the cases of “Adapted Realist” and “Practical Idealist” by reevaluating item 8 and 17 respectively. On the whole, and given the partial-exploratory nature of this research, the constructs are believed to be sufficiently stable to warrant adequate level of discrimination among different administrative roles. 72 Multinomial Logistic Regression Multinomial logistic regression is an extension of binary logistic regression that allows for more than two categories of dependent variables to be examined by means of several independent variables. Multinomial logistic regression uses maximum likelihood estimation procedures in order to determine the probability of being part of a specific group (Hair et. al., 2010; Kwak & Clayton-Matthews, 2002; Liao, 1999). The denomination of multinomial is given due to the fact that for each variant pattern of independent variables the counts of dependent variable are expected to have a multinomial distribution (Norušis, 2008b). “This method can handle situations with several categories. There is no need to limit the analysis to pairs of categories, or to collapse the categories into two mutually exclusive groups so that the (more familiar) logit model can be used. Indeed, any strategy that eliminates observations or combines categories only leads to less efficient estimates” (Kwak & Clayton-Matthews, 2002, p. 404). There are no pre-specified means of building a logistic regression model (Kennedy, 1998). Multinomial logistic regression is not the only possible methodological approach to analyzing models with categorical dependent variables, which is the case for this study. Yet, it is perhaps the most popular one due to the fact that most statistical packages carry it, estimators are easy to calculate, model result are readily interpretable (Kwak & Clayton-Matthews, 2002), makes less assumptions and is more robust to deviations of normality, linearity, and homoscedasticity than other commonly used techniques (Norušis, 2008b; Hair et. al., 2010). Due to its characteristics and usability the technique has been growing and popularity and use (Hosmer & Lemeshow, 2000; Huck, 2004). 73 In the general case when the dependent variable has J possible values (J-1 logits), the model typically takes the following form: Log[P(category) i/P(category)j]=Bi0+Bi1X1+Bi2X2+…+ BimXm Where: B0 – intercept B1 to Bm – logistic regression coefficients X1 to Xm – independent variables Significance A methodological appeal of multinomial logistic regression is that it is robust against deviations in normality, linearity or homoscedasticity. Multinomial logistic regression makes fewer assumptions than discriminant analysis and linear regression analysis, and it is robust when those assumptions are not fully satisfied (Hair et al., 2010; Hosmer & Lemeshow, 2000; Klenbaum & Klein, 2000; Norušis, 2008a). Sample size and outliers represent critical considerations within the context of multinomial logistic regression. There are no exacting criteria regarding the minimum sample size, but scholars typically agree that the sample should be sufficiently large to provide a minimum of 10 cases per independent variable; larger ratios such as 30:1 provide improved confidence in the results (Hair et al., 2010; Pedzur, 1997). The primary assumption of multinomial logistic regression is the independence of the categories of the dependent variable (Kennedy, 2008; Liao, 1999; Norušis, 2008b). That is, a strong identification with one role is not associated with identification with another role; the ratio of the probabilities of any two categories is not influenced systematically by any other category. 74 In terms of the overall fit of the model, Meyers, Gamst and Guarino (2013, p. 541) suggest five dimensions for evaluating the overall viability of the logit model: 1. -2log likelihood ratio (-2LL) 2. Omnibus chi-square 3. Pseudo R2 4. Hosmer and Lemeshow test 5. Wald test of significant coefficients The likelihood ratio is used to examine whether or not the addition of independent variables improves the prediction power. The -2LL has a chi-square distribution. The omnibus chi-square tests the null hypothesis that all the coefficients are zero. The pseudo R-square statistic provides and additional evaluation approach. The statistic represents the proportion of dependent variable variability that the independent variables explain. The pseudo R2 is equal to (1-LL full)/LL reduced, where LL stands for log likelihood. The Wald test is employed for testing the null hypothesis that each individual coefficient is 0 for every logit. The Wald test, however, in the case of large coefficients might fail to reject the null hypothesis (Hauck & Donner, 1977). Enders (2010) warns that for small sample sizes the Wald test might underperform the likelihood ratio. Given the latter, the likelihood-ratio test, which performs better, is normally preferred (Agresti, 2007; Enders, 2010; Norušis, 2008b). Pearson residuals are used for purposes of model fit examinations. Cells with Pearson’s residuals greater than 2 in absolute should raise some concerns and the researcher is advised to examine the reasoning behind such larger difference between observed and predicted cell counts. Pearson’s chi-square statistic is commonly used to evaluate model fit, where the null hypothesis is that the model fits: 75 χ2Pearson = ∑all cells (observed count-expected count)2/expected count Yet, in cases with multiple covariates and small expected values per cells, Pearson’s chi-square should not be used since most cases would have unique covariate patterns (Hosmer & Lemeshow, 2000). Checking Normality and Multicollinearity The model includes four independent variables and nine control variables. The independent variables are: perception regarding one’s level of discretion, tenure, perception of expectations of others and self-expectation regarding involvement in policy formulation. The nine control variables are: position, age, gender, race, education, political ideology, the number years of government service, the number of years with current organization, job satisfaction and the number of years in current position. The normality statistics for interval and ratio variables is given below in Table 9 and Figure 2. Inspection of the data reveals that there are some minor concerns regarding the skewness in the distribution of the number of years in current position and the number of years in their current organization. The distribution for the number of years in current position has a kurtosis higher than 2. A logarithmic transformation was employed to transform the items for both variables. The new distribution of the items is provided by Figure 3. 76 Table 9. Descriptive Statistics Expectation of policy involvement Stakeholder’s expectations Administrative discretion Current job satisfaction Years in current position Tenure Years in public service Age N 489 493 491 493 488 490 489 482 Mean 4.75 4.36 4.7 5.27 6.9827 10.8726 17.44 50.26 Std. Deviation 1.515 1.568 1.685 1.389 6.08236 8.54306 9.98464 9.327 Skewness -0.569 -0.37 -0.589 -1.163 1.79 1.069 0.323 -0.552 Kurtosis -0.443 -0.730 -0.535 0.986 3.798 0.581 -0.775 -0.206 Figure 2. Visual Inspection of Data Normality Figure 3. Distribution of Transformed Variables Most importantly however, due to the fact that approximately 93% respondents indicated that they were either white or black, the race variable was substituted with a 77 dichotomous variable of minority association (whether respondent thought of himself or herself as a minority). It was believed that whether a person considered oneself as a minority is more descriptive and provides improved information for the purposes of this study than the actual race label that one receives. Although minor deviation from normality and multicollinearity are not as much of a concern in multinomial logistic regression; there would be much more confidence associated with the results should they be met. The examination of correlations coefficients (Table 10) suggests that indeed there are no multicollinearity concerns within the data, as none of the correlation coefficients is above 0.85. 78 Table 10. Correlations 1 2 1 1. Expectation of policy involv. .719** 1 2. Stakeholders’ expectations ** ** .337 .370 3. Administrative discretion ** .199 .301** 4. Current job satisfaction .162** .211** 5. Years in public service -.002 .009 6. Age -.095* -.021 7. Log (years in current position) -.057 .017 8. Log (tenure) **. Correlation is significant at the 0.01 level (2-tailed). *. Correlation is significant at the 0.05 level (2-tailed). 3 4 5 6 7 8 1 .271** .113* .099* -.015 -.039 1 .059 .025 .038 .024 1 .508** .329** .448** 1 .349** .288** 1 .642** 1 Coding As a result of the coding process, there were 67 cases in which a respondent had similar average across several constructs and one of the tie-breakers had to be employed for coding purposes. Table 11 provides the summary of the final results of coding respondents based on their roles. The coding results suggest that the two most dominant roles within public procurement are those of “Practical Idealist” and “Adapted Realist.” Almost two-thirds of the respondents were classified within these two role types. The third most dominant role with the field is the role of “Steward of Public Interest.” 79 Table 11. Summary of Coding Role Practical Idealist Adapted Realist Steward of Public Interest Resigned Custodian Businesslike Utilitarian Total Frequency 150 143 97 68 35 493 Percent 30.40% 29.00% 19.70% 13.80% 7.10% 100% Limitations There are a number of possibly significant limitations to the methodological approach employed in this dissertation that should be noted here. First, the question of whether respondents are representative of the overall population of procurement specialists remains an important consideration that should be accounted for when making any type of generalizing inferences. Second, this represents the first bona fide test of the adapted survey instrument. As such, its reliability and validity should be considered somewhat questionable until further research could confirm it under other, perhaps more trying circumstances. A total of 19 respondents did not complete the surveys. The latter raises some concerns regarding the language, representativeness and possibly the length of the survey instrument. Finally, this methodological approach, the study’s sample more specifically, might make difficult the generalization of the findings to the overall population of public administration universe. Indeed, it is quite possible that the population of public procurement specialists differ in meaningful ways from the other public servants. 80 Conclusion This chapter introduced the design that was employed for the purpose of teasing out the relationship between the assumption of administrative roles by public administrators and individual and institutional variables. The chapter discussed the study’s research questions and hypotheses, research design, philosophical approach, sampling procedures and external validity, member review, instrumentation, constructs validity and reliability, data collection and limitations. Four primary realizations were detailed. First, the response rate was relatively low when compared to response rates otherwise obtained by paper surveys; yet, within the context of overall trends in social science research the response rate is acceptable. Second, the non-completion and missing data were minor and did not warrant any significant level of concern. Third, there are important unavoidable limitations to the methodology employed that raise some questions that should be seriously considered when generalizing the findings provided here. Finally, and most importantly, based on an independent sample T-test between early and late respondents, there is no serious indication of non-response bias. As such, the latter is not a major concern and provides additional support for the adequacy of the sample in the light of a relatively low response rate. 81 CHAPTER V: RESULTS AND DISCUSSION Introduction This chapter introduces and interprets the result of the statistical analysis of the data. The first part of the chapter specifically attends to the model results and the three hypotheses. The second part of the chapter is dedicated to the interpretation of the findings. Results The multinomial logistic regression model tested here has four independent variables and nine control variables. The independent variables are: (1) perception regarding one’s level of discretion; (2) tenure (the number of years with one’s current organization); (3) expectations of others regarding involvement in policy formulation; and (4) self-expectations regarding involvement in policy formulation. The nine control variables are as follows: position, age, gender, education, identification as a minority, political ideology, the number of years of government service, job satisfaction and the number of years in current position. The proportional by chance accuracy criteria for this model, calculated based on the marginal percentages, is 23.93% * 1.25 =29.91%. Table 12 provides the likelihood ratio tests. 82 Table 12. Model Fit Information and Likelihood Ratio Tests -2 Log Likelihood Intercept Only Final 1403.665 1167.762 Intercept Expectation of policy involvement Stakeholders’ expectations Administrative discretion Current job satisfaction Position Log (years in current position) Log (tenure) Years in public service Education Political ideology Minority association Gender Age Chi-Square Sig. 235.903 Model Fitting Criteria -2 Log Likelihood of Reduced Model 1167.762a 1178.419 1178.238 1248.669 1171.389 1172.202 1169.809 1179.959 1186.585 1172.604 1173.548 1171.973 1170.620 1169.428 .000 Likelihood Ratio Tests Chi-Square Sig. .000 10.658 10.476 80.907 3.627 4.440 2.047 12.197 18.823 4.843 5.786 4.212 2.858 1.666 . .031 .033 .000 .459 .350 .727 .016 .001 .304 .216 .378 .582 .797 The chi-square statistic is the difference in -2 log-likelihoods between the final model and a reduced model. The reduced model is formed by omitting an effect from the final model. The null hypothesis is that all parameters of that effect are 0. a . This reduced model is equivalent to the final model because omitting the effect does not increase the degrees of freedom. The overall model appears to be performing fairly well. Expectation about involvement in policy formulation (p < .05), perceived expectations of stakeholders (p<0.05), perceived level of discretion (p <.01), the number of years with current organization (p <.05) and the number of years of public service (p <.01) are found to be significant in explaining at least one role. No other variable including gender (p>.05), minority association (p>.05) nor position (p>.05) is found to be statistically significant. Similarly, job satisfaction (p>.05), education (p>.05) and political ideology (p>.05) are not found to be significant predictors of one’s role. 83 The likelihood ratio test suggests that the model is statistically significant and performs better than the comparison model with no independent variables. When controlling for job satisfaction, the number of years in current position, the number of years in public service, education, political ideology, minority association, gender and age – administrative discretion, tenure and self-expectations are identified as powerful predictors of the assumption of administrative roles. The model classifies correctly 45.8% of the cases. This is significantly higher than the minimal criteria of 29.91% derived using marginal percentages. Hosmer and Lemeshow (2000) argued that the goodness-of-fit statistic is not appropriate when there aren’t multiple cases observed for each of the covariate patterns. When covariates are not categorical, hence not having unique covariate patterns, which is the case for the tested model, the goodness-of-fit tests will not have a chi-square distribution. The latter is due primarily to the small expected values for cells. Given the number of covariates in this model and the fact that many of them are measured on interval or ratio scale the goodness-of-fit tests are not found to be appropriate for judging model adequacy in terms of fitting extant data. Hypotheses The empirical research of this dissertation targeted three hypotheses. H1. Public administrators who believe that that they enjoy high levels of administrative discretion are more likely than those who believe that they enjoy low levels of administrative discretion to assume the role of steward of public interest. 84 Statistical analysis suggests that there is sufficient empirical support to confirm the first hypothesis. It is confirmed that administrative discretion is significant in explaining the enactment of the role of steward of public interest (Table 13). It is found that those who believe they enjoy higher levels of discretion are more likely to assume the role of steward of public interest. Individuals were more likely to be categorized as a steward of public interest than adapted realist (-1.034, p<.01), businesslike utilitarian (-1.126, p<.01), resigned custodian (-1.249, p <.01) and practical idealist (-1.125, p<.01) with increased levels of discretion. The latter is the case even when controlling for, position, education, age, gender, minority association and education level. H2. Public administrators who believe that they should be involved in policy formulation are more likely than those who do not believe they should be involved in policy formulation to assume the role of steward of public interest. Hypothesis two is also confirmed. It is found that public administrators who believe that they should be involved in policy formulation are more likely than those who do not believe they should be involved in policy formulation to assume the role of steward of public interest. Individuals were more likely to be categorized as a steward of public interest than adapted realist (-.492, p<.01), businesslike utilitarian (-.509, p<.05), resigned custodian (-.547, p <.01) and practical idealist (-.514, p<.01) with increased expectations to be involved in policy formulation. The results are confirmed when controlling for position, education, age, gender and minority association. 85 H3. Public administrators with higher levels of tenure are more likely than those with lower levels of tenure to assume the role of adapted realist. It is also found that one’s tenure is significant in predicting one’s assumed role. Increased number of years with the same organization is likely to increase the probability of one assuming the role of adapted realist. The finding is not limited to this role only. In essence increased tenure is more likely to increase the probability of the public servant assuming any role other than that of steward of public interest. With increased tenure, individuals were more likely to be categorized as adapted realist (1.518, p<.01), businesslike utilitarian (1.896, p<.01), resigned custodian (1.580, p <.01) and practical idealist (1.465, p<.01) than steward of public interest. Indeed, organizational tenure appears to be inversely related to representative type behavior. 86 Table 13. Parameter Estimates Rolea Adapted Realist Businesslike Utilitarian Resigned Custodian Intercept Expectation of policy involvement Stakeholders’ expectations Administrative discretion Current job satisfaction Position Log (years in current position) Log (tenure) Years in public service Education Political ideology Age [Minority association =1] [Minority association =2] [Gender =1] [Gender =2] Intercept Expectation of policy involvement Stakeholders’ expectations Administrative discretion Current job satisfaction Position Log (years in current position) Log (tenure) Years in public service Education Political ideology Age [Minority association =1] [Minority association =2] [Gender =1] [Gender =2] Intercept Expectation of policy involvement Stakeholders’ expectations Administrative discretion Current job satisfaction Position Log (years in current position) Log (tenure) Years in public service Education Political ideology Age [Minority association =1] [Minority association =2] [Gender =1] 87 B 7.138 -.492 .248 -1.034 .178 .295 -.640 1.518 -.066 -.084 -.202 .002 .094 0b .325 0b 10.394 -.509 .273 -1.126 .119 -.400 -.654 1.896 -.072 -.076 -.548 -.040 .613 0b -.114 0b 12.447 -.547 -.192 -1.249 .279 -.082 -.474 1.580 -.070 -.344 -.444 -.019 -.163 0b .128 Std. Error 1.858 .175 .168 .164 .131 .259 .511 .493 .021 .151 .182 .021 .388 . .334 . 2.500 .234 .229 .196 .183 .433 .768 .784 .034 .218 .274 .030 .519 . .488 . 2.181 .198 .194 .178 .154 .359 .655 .659 .027 .176 .238 .026 .474 . .420 Sig. .000 .005 .140 .000 .172 .254 .211 .002 .001 .580 .268 .906 .809 . .331 . .000 .029 .233 .000 .516 .356 .394 .016 .031 .726 .046 .179 .237 . .815 . .000 .006 .321 .000 .070 .819 .469 .017 .009 .051 .062 .455 .730 . .761 Exp(B) .611 1.282 .356 1.195 1.343 .527 4.563 .936 .920 .817 1.002 1.099 . 1.384 . .601 1.315 .324 1.126 .670 .520 6.662 .930 .926 .578 .961 1.846 . .892 . .578 .825 .287 1.321 .921 .622 4.857 .933 .709 .642 .981 .849 . 1.136 Practical Idealist [Gender =2] Intercept Expectation of policy involvement Stakeholders’ expectations Administrative discretion Current job satisfaction Position Log (years in current position) Log (tenure) Years in public service Education Political ideology Age [Minority association =1] [Minority association =2] [Gender =1] [Gender =2] 0b 9.493 -.514 .073 -1.125 .143 .057 -.262 1.465 -.089 -.154 -.182 .005 -.054 0b .115 0b . 1.899 .175 .169 .166 .131 .275 .542 .529 .022 .154 .193 .021 .403 . .347 . . .000 .003 .666 .000 .273 .836 .628 .006 .000 .315 .346 .833 .892 . .741 . . .598 1.076 .325 1.154 1.059 .769 4.330 .915 .857 .834 1.005 .947 . 1.122 . Interpretation of Findings Over the length of this research, several questions of particular interest to practice have been addressed. The dissertation was constructed to provide empirical answers to three important questions. 1. What are the dominant administrative roles assumed by public procurement specialists? Taken together the results suggest that the public procurement profession is dominated by two roles – practical idealist (30.4%) and adapted realist (29%). These two roles account for close to 60% of patterned behaviors within the ranks of public procurement specialists. Businesslike utilitarian was identified as the least assumed administrative role. Only 7.1% of the individuals within the profession are likely to enact the latter as the dominant administrative role of choice. Somewhat contrary to popular beliefs present in the literature, resigned custodian (13.8%) is not found to be a dominant 88 role assumed by professionals in the field. Finally, despite the supposed rigidities of public procurement, almost one in five procurement specialists (19.7%) routinely assume a representative type role. 2. What are the individual and institutional variables most likely to explain one’s assumed role? Empirical results suggest that administrative discretion is indeed, as predicted by theory of representative bureaucracy, critical for the assumption of administrative type roles. Individuals who believe they have higher levels of discretion are more likely to assume the representative role of steward of public interest than any other role. Representative bureaucracy theory does not offer a conclusive answer whether administrative discretion is a cause or a facilitator of representative type roles; however, the results presented here do suggest that its presence is a powerful predictor of the representative type behavior. Similar to administrative discretion, individual expectations regarding one’s level of involvement in policy formulation is found to be a significant predictor of role enactment. Individuals who expect that they should be involved in policy formulation are more likely to assume a representative type role. Organizational tenure and the number of years in public service, as expected, carry important levels of explanatory power when it comes to administrative roles. Both appear to be significant predictors in terms of whether a public administrator will assume the role of steward of public interest or not. Yet, they are found to affect the assumption of roles in different ways. With increased organizational tenure, public administrators are 89 more likely to assume any other role but that of steward of public interest. On the other hand, with increased number of years in public service a public administrator is more likely to assume the role of steward of public interest. As such, it could be argued, that organizational socialization (as measured by organizational tenure) and public sector service have opposing effects on the assumption of representative type roles. Finally, and perhaps more critically, none of the variables that are typically linked with representative type roles, such as minority association and gender, were found to be important in explaining the assumption of roles. Similarly, perhaps somewhat surprisingly, neither job satisfaction, age, position nor education was found significant in predicting the type of role a public administrator would assume. Tenure and the number of year of public service were found to perform better as predictors of the assumption of representative roles than variables that usually enter the discussion within the context of theory of representative bureaucracy 3. What are the implications of the predominance of a given administrative role over others within every day procurement practices? The results of the empirical analyses suggest that there are sufficient grounds to challenge stereotypical accounts regarding public procurement that are present in the literature. Public procurement professionals, in their assumptions of administrative roles, are guided by professional standards (practical idealist) and by their understanding that equity and fairness are important considerations (adapted realist). Furthermore accounting for the numbers of procurement specialists who routinely assume the role of steward of public interest, it can be concluded that the majority of administrators within 90 the field reject the value of “neutrality” and habitually attempt to enforce some values (e.g. professional) over others. The role of resigned custodian and businesslike utilitarian, which the literature on public procurement would suggest should be among the dominant roles in the field, turn out to be the least assumed role types. Taken together, it becomes clear that public procurement, within the context of the roles assumed my public administrators, is indeed a powerful social mechanism. The results presented here lend support to the fact that public procurement specialists are seldom neutral enforcers of procurement ordinances. Administrators in the field, often allow professional or personal expectations to play an important part in dictating the type of administrative role that one eventually assumes. As a consequence, public procurement specialists unavoidably play a critical role in interpreting procurement policies. Conclusion This chapter introduced the results of the empirical analysis. The tested model was found to perform well and provide increased classification power over the base model. All three tested hypotheses were confirmed. It was confirmed that individuals who believe that they enjoy higher levels of discretion were more likely to enact the representative role of steward of public interest than any other role. Second, it was also confirmed that individuals who expect to be involved in policy formulation are more likely to assume the role of steward of public interest. Similarly, the results lend support to the argument that with increased time with organizations individuals are much less likely to assume representative type roles. 91 CHAPTER VI: CONCLUSION Introduction The main purpose of this chapter lies within an effort to integrate the research undertaken in this dissertation within a comprehensive interpretation of the usefulness of the findings for practice. The chapter first discusses the implication of the results. The discussion then turns to the limitations of this study. The chapter concludes with an exposition of the contributions made here and suggestions for future research. Implications of the Results The implications of this dissertation and research are legion. As it often might be the case, there are more implications with what wasn’t found than with what was actually confirmed. In general lines this dissertation attempted to clarify the nature of the dynamics associated with role enactment in public administration. This dissertation combined in an original manner representative bureaucracy and role theories and set the modest goal of identifying the role played by administrative discretion, tenure and selfexpectations within everyday behaviors in public service. Taken together, the results suggest that there is much still to be learned about administrative discretion and that our current theoretical perspectives on representative bureaucracy might be guilty of being overly simplistic. 92 First, it was confirmed that administrative discretion might be indispensable for the enactment of representative behavior. Whether the individual chooses to employ the discretion or not, it appears that he or she needs to have it first. Hence, although it can be argued that the trigger for representative behavior might lie somewhere other than discretion, it becomes difficult to argue against the fact that the presence of discretion facilitates representative type role enactment. Second, self-expectations are found to explain the enactment of representative behavior. Individuals are more likely to assume a representative type role if they believe they should undertake, as public servants, an active role in policy formulation. The consequential nature of this finding is directly linked with the fact that self-expectations are found to be more important than position in terms of predicting role assumption. Indeed as it has been argued by Levinson (1959) and Biddle (1986) roles are classifications of behavior and not positions. Third, and directly pertaining to public procurement profession, this dissertation has provided evidence that procurement specialists assume a much more diverse set of roles than the typical anecdotal assumptions generally present within the literature. A review of the underlining beliefs within the literature in the field would suggests that public procurement specialists are faithful followers of institutional rules and procedures. Involvement in policy formulation is often normatively condemned and underestimated. Hence, the logical expectations would have been that the result would show that resigned custodian would be the dominant role assumed in the field. Yet, according to the findings, only approximately 14% of the time, the latter represented the dominant role 93 assumed by professionals in the field. As such, the area is much more vibrant and diverse in terms of its roles than it is led to believe by the core body of the literature in the field. Finally, perhaps one of the more important implications of this study can be located within the matters that were “not found.” Specifically, the failure of control variables, such as position, gender, education and minority association to reach significance levels within the model was found to be of particular interest. Although for specific policy types, gender and minority associations might be significant in explaining the assumption of representative roles, it appears that for every-day practices, gender and minority associations are not powerful predictors of role enactment. The latter is bound to come with heavy theoretical implications in terms of theory of representative bureaucracy. In particular, it would challenge race and gender as the underlying links of representative behavior over the scope of routine administrative decision-making. In essence, race and gender might currently be only local or policy specific triggers of representative type behavior and not fundamental and unquestioned links. Limitations Like any study of this type and scope, it is not perfect and it has it has several scholarly inadequacies that simply went beyond the researcher’s reach and control ability. There are several limitations that should be accounted for when interpreting and attempting to generalize the findings of this study. It is suggested that critical academic caution is made anytime these findings are extended beyond the scope within which they have been discussed here. 94 First, as it is characteristic with every study of behavior that is based on selfassessment, the research assumes that the reported behavior by respondents will mirror their actual behavior. The validity of responses is dependent on minimizing the gap between what is being reported and actual behavior. Yet, the latter cannot be necessarily measured. There are sufficient reasons to believe, based on the manner in which the research was developed and implemented, that the respondents actually behave in the manner that they claim they do; yet, there are no guarantees. Second, public procurement professionals perhaps exhibit higher levels of homogeneity in their behaviors than would be characteristic for the overall population of public servants. As such, it might be difficult to extend the role dimensions to other professional areas. Within the later contexts, roles and behaviors might be more ambiguous and difficult to delineate. As such, it is quite possible that the results presented here might be a mere outcome of the selected population. Any extension beyond this population to the broad and diverse universe of public service might be rather challenging. Finally, as it is the case for any empirical study, there are methodological limitations that simply cannot be overlooked. The construct reliability levels, although acceptable for research that is semi-exploratory in nature, would have been better served by Alpha levels above 0.80. There is of course more to be done in this regard. In addition, the response rate raises some minor concerns. Although the results of the independent Ttest show no significant difference between early respondents and late respondents the generalization of the results would have been on firmer grounds have the response rates been above 50%. 95 Directions for Future Research The insights provided by this dissertation offer the fertile grounds for many possible future research efforts. Further research could attend to the dynamics behind the “role dissonance” that was uncovered here – that is, the significant difference in selfclassification and classification based on the level of agreement with specific behaviors. Other interesting results could be garnered from the examination of the role of the field of study of explaining the emphasis between a perceived dichotomy between policy formulation and implementation. Of particular interest, however, would be future research that would examine the validity of the finding that administrative discretion is more powerful in explaining routine administrative decision-making than individual level attributes such as age, gender and race. If future research would confirm the core findings of this dissertation it would surely provide the foundation that a reexamination of basic assumptions behind theory of representative bureaucracy is warranted. Contributions This dissertation started with the unpretentious goals of attempting to delineate an empirical understanding of administrative roles. The study targeted primarily the link between administrative discretion, individual level perceptions, tenure and the enactment of administrative roles. Yet, despite its apparent modest scope, this dissertation makes several contributions that could be considered of note. First, this represents one of a small number of empirical evaluations of administrative roles. This area to be sure is conceptually messy and difficult to operate it. 96 As such, scholars have preferred to avoid empirical evaluations and have refrained to theoretical discussions. The latter, while highly valuable, are not able to provide firm testable outcomes, hence limited in their immediate and direct usefulness for questions of practice. Second, this study combines in an original manner representative bureaucracy and role theories. The dissertation is not a standalone effort, it is inspired by existing theory and draws heavily on extant empirical analysis specifically that of Selden et al. (1999) – as such, this research can be viewed as an extension of previous works that adds additional clarity to a difficult question. Yet, the originality of the methodological approach to an old question is perhaps another important contribution that this dissertation makes. Third, the results of this dissertation provide additional and much needed support to the recent trend of academic thinking. Scholars have of late begun to argue that neither race nor gender might be as important in explaining representative behavior as previously thought. It is now believed that role acceptance and assumption might be a much improved predictor over race and gender (Sowa & Selden, 2003). The latter two might remain direct and powerful predictors of administrative behavior within policy specific contexts, but might fail to explain decision-making dynamics in everyday routine administration. Fourth, the empirical research undertaken in this dissertation is unique in several minor but important ways. Most empirical studies driven by theory of representative bureaucracy limit their scope to certain type of policies. Rarely does a study wonder within a more general context. As such, within a broader picture it becomes difficult to 97 understand whether the uncovered dynamics are indeed present outside the specific policy area. Out of methodological reasoning, this dissertation had to limit its reach to a professional sub-set of public administration, but unlike most studies in this area it did not limit itself within the context of imposing policy-specific constraints. Fifth, specifically related to public procurement, this dissertation manages to put to rest an important myth present in the literature. For the most part the literature on public procurement assumes that public procurement is an area that leaves little room for representative type behavior on the part of its professionals. In addition, it is often presumed that most of the time procurement specialists will assume roles that would embrace rules and regulations, hence mimic the role of a resigned custodian. This study provides empirical support for a valid challenge to such thinking. It appears that public procurement specialists undertake a number of roles with resigned custodian being among the least important of them. Finally, this dissertation sets the ground for a possible rethinking of future research and perspectives on role enactment by public administrators. For instance, public administrators’ self-expectations might already capture the expectations of others, their education and their individual associations. In essence, it is very possible that we are currently part of an important shift in the nature of public service in which education, gender and minority associations are becoming less powerful determinants of administrative behavior. Whether this shift is temporary or a long term occurrence remains to be seen. What is of important, and what this dissertation makes clear, is that there are sufficient empirical grounds to challenges gender and minority associations as unquestionable pylons of our understandings about representative type behaviors. 98 APPENDIX A. IRB Approval 99 APPENDIX B. Survey Instrument PAGE - 1 Directions: In what follows, you are going to be provided with several statements. Please read each statement carefully and indicate whether the statement is representative of your everyday experience. Please indicate whether you agree or disagree with the statement on a scale of 1 to 7. Where: 1-strongly disagree 2-disagree 3-somewhat disagree 4-neither disagree nor agree, 5-somewhat agree 6-agree 7-strongly agree 1. Please indicate whether you agree or disagree with the following statements: I seek opportunities to participate in the formulation of public policy issues that I find to be important. I encourage procedures that support greater public access to programs and services. As an administrator, I encourage certain values over others. In my work, I try to balance fairness and efficiency concerns. I am committed to management objectives. In my work I attempt to reflect most current managerial perspectives. To survive in the organization, I follow the rules when strictly necessary. In my decisions, I give priority to efficiency over fairness. I believe efficiency is the most important goal in my work, even if my supervisors do not agree. Regardless of political pressure, I take the decision which is best for my organization. If it is not the most efficient choice, I do not advance the interests of minority citizens. I behave according to the wishes of my superiors. I follow the rules as closely as possible. I do not assume a public leadership role in policy issues. In my work, I try to be as neutral as possible. I primarily implement policy, not formulate it. I keep politics out of my decision-making. I am committed to my professional standards. I attempt to be as responsive as possible. PAGE – 2 2. Please, indicate whether you agree or disagree with the following statements: If I would have to choose, I would choose to work in this organization again I expect to be involved in policy formulation I constantly receive feedback in terms of what is expected of me I believe that my organization's stakeholders expect me to be involved in policy formulation I believe that other professionals in positions and organizations similar to mine are expected to be involved in policy formulation I feel that I enjoy a high level of discretion in terms of my decision-making I could face penalties if I get involved in policy formulation I am satisfied with my job 100 PAGE - 3 3. Please read the five job role descriptions and select the one that accurately captures your current role: 1. Please read the five job role descriptions and select the one that accurately captures your current role. On my job, I balance equity and fairness with individual concerns. I am committed to both management and organization. I work within system constraints, rules and proper lines of authority. 2. On my job, I advocate for policy positions and participate in the formulation of policy. I serve the public and I attempt to further the public interest. I use my experience to delineate what is in the best interest of the public. 3. On my job, I am as efficient as possible. Sometimes I challenge what more senior agency officials tell me to do if it is not best for the organization. I keep my promises and I advance the interest of the minority citizens only if it is the most efficient thing to do. 4. On my job, I am a neutral agent. I work within the boundaries imposed by rules, regulations and expectations of those more senior than me and to elected officials. I don't play a mediator role. I complete the task set for me and I do not participate in policy formulation. 5. On my job, I am as professional as possible. I work efficiently, quickly and accurately. When possible, I advocate for policy positions and legislation. I support equity and I am not neutral, but I do not act as an agent of elected officials. PAGE – 4 4. Where do you work? Federal government State/Provincial government County/Regional government City / Town government School System College / University Special authority / district Other (please specify) 5. What position category best describes you? Non-manager Manager Senior executive/director Elected official Other (please specify) 6. How many years have you been in your current position? 7. How many years have you been with your current organization? 8. How many years have you been employed in the public sector? 9. What is the population size of the community that you serve? 101 10. Please indicate your highest level of education Less than high school degree High school degree or equivalent (e.g., GED) Some college but no degree Associate degree Bachelor degree Graduate degree 11. Which of the following best describes the field in which you received your highest degree? Public Administration Business Administration Political Science Economics Mathematics Science Healthcare Medicine Computing Engineering Technology Other (please specify) 12. How would you describe your political ideology? Strongly liberal Liberal Moderate Conservative Strongly conservative 13. Do you consider yourself a minority? Yes No 14. What is your race? Mark one or more. Mark one or more. White Black or African American Asian Native Hawaiian or Other Pacific Islander American Indian or Alaska Native Other 15. What is your gender? Female Male 16. What is your age? Thank you so much for taking the survey! Your input is highly valuable. 102 APPENDIX C. Message Dear [FirstName], I am writing to ask for your help in a very important dissertation study I am conducting under the guidance of Dr. Cliff McCue and with the support of National Institute of Governmental Purchasing (NIGP). This research represents a collaboration between NIGP and Florida Atlantic University (FAU) that attempts to address the important question of administrative roles assumed by public procurement professionals. I would like to ask you to fill out a simple questionnaire that deals with your everyday experiences. You do not need any specialized information to complete this survey. The information collected through this study will serve as the basis for my dissertation. Your participation will help identify and understand the roles played by public procurement specialists in today’s changing environment of governance. Participation in this survey is voluntary. To participate, please click the link below. This will take you to an encrypted site to fill out a questionnaire. It should take about 20 minutes to complete. By clicking the link below you will be assigned a unique ID that allows me to identify your email address. I will be the only one with access to the ID and your identifying email address. All responses are anonymous and no individual responses will be made available. https://www.research.net/s.aspx If at some point during the survey you wish not to be included in the study, stop filling out the survey and close your browser. Once you submit your survey I will assume that you have opted to participate in the study. All those who participate in the study will be entitled to a free exclusive copy of preliminary results. I sincerely believe that you might find it interesting, perhaps even intriguing, how your colleagues perceive their roles. If you have any questions, please feel free to contact me at any time. Sincerely, Alexandru V. Roman PhD Candidate, ME, MBA, ARM School of Public Administration Florida Atlantic University [email protected] (954)-839-5666 Thanks for your participation! Please note: If you do not wish to receive further emails from us, please click the link below, and you will be automatically removed from our mailing list. https://www.research.net/optout.aspx 103 REFERENCES Abrutyn, A., & Turner, J. H. (2011). The old institutionalism meets the new institutionalism. Sociological Perspectives, 54(3), 283-306. Agresti, A. (2007). Categorical data analysis (2nd Ed.). New York, NY: Wiley. Allison, G. (1971). Essence of decision. Boston, MA: Little, Brown and Company. Allison, G., & Halperin, M. (1972). Bureaucratic politics: a paradigm and some policy implications. World Politics, 24(S1), 40-79. doi: http://dx.doi.org/10.2307/2010559 Ammons, D. N., & Newell, C. (1988). “City managers don’t make policy”: A lie; let’s face it. Public Management, 70(2), 124–132. doi: 10.1002/ncr.4100770205 Argyle, M. (1957). Social pressure in public and private situations. Journal of Abnormal and Social Psychology, 54(2), 172-175. doi: 10.1037/h0040490 Arrowsmith, S. (1995). Public procurement as an instrument of public policy and the impact of market liberalisation. Law Quarterly Review, 111, 235–284. Retrieved from http://www.jstor.org/ Bales, R. F. (1950). Interaction process analysis: A method for the study of small groups. Cambridge, MA: Addison-Wesley. Bates, F. F., & Harvey, C. C. (1975). The structure of social systems. New York, NY: Wiley. Behn, R. D. (2001). Rethinking democratic accountability. Washington, D.C.: Brookings Institutions. 104 Biddle, B. J. (1979). Role theory: Expectations identities and behaviors. New York, NY: Academic Press. Biddle, B. J. (1986).Recent developments in role theory. Annual Review of Sociology, 12(1), 67-92. doi: 10.1146/annurev.so.12.080186.000435 Bolton, P. (2006). Government procurement as a policy tool in South Africa. Journal of Public Procurement, 6(3), 193–217. Retrieved from http://www.jstor.org/ Box, R. C. (1992). The administrator as trustee of the public interest. Administration & Society, 24(3), 323-345. doi: 10.1177/009539979202400303 Bradbury, M., & Kellough, E. J. (2011). Representative bureaucracy: Assessing the evidence on active representation. The American Review of Public Administration, 41(2), 157-167. doi: 10.1177/0275074010367823 Brodkin, E. Z. (1997). Inside the welfare contract: Discretion and accountability in state welfare administration. The Social Service Review, 71(1), 1-33. Retrieved from http://www.jstor.org/ Brown, R. H. (1978). Bureaucracy as praxis: Toward a political phenomenology of formal organizations. Administrative Science Quarterly, 23(3), 365-382. Retrieved from http://www.jstor.org/ Brown, T. L., & Potoski, M. (2003). Contract-management capacity in municipal and county governments. Public Administration Review, 63(2), 153–164. doi: 10.1111/1540-6210.00276 Brudney, J. L., Heber, T. F., & Wright, D. S. (2000). From organizational values to organizational roles: Examining representative bureaucracy in state administration. 105 Journal of Public Administration Research and Theory, 10(3), 491-512. Retrieved from http://www.jstor.org/ Buchanan, J. M., & Tullock, G. (1962). The calculus of consent: Logical foundations of constitutional democracy. Ann Arbor, MI: The University of Michigan Press. Burke, J. (1986). Bureaucratic responsibility. Baltimore, MD: Johns Hopkins University Press. Chandler, R. C. (1984). The public administrator as representative citizen: A new role for the new century. Public Administration Review, 44(SI), 196-206. Retrieved from http://www.jstor.org/ Collins, B. K., & Gerber, B. J. (2008). Taken for granted? Managing for social equity in grant programs. Public Administration Review, 68(6), 1128–1141. doi: 10.1111/j.1540-6210.2008.00960.x Cooper, P. J. (2003). Governing by contract: Challenges and opportunities for public managers. Washington, DC: CQ Press. Cottrell, L. S. (1942). The adjustment of the individual to his age and sex roles. American Sociological Review, 7(5), 617-620. doi: 10.2307/2085687 Cox, R. W., III, Buck, S. J., & Morgan, B. N. (1994). Public administration in theory and practice. New York, NY: Prentice Hall. Cronbach, L. J. (1951). Coefficient alpha and the internal structures of tests. Psychometrika, 16(3), 297-334.. Demir, T., & Reddick, C. G. (2012). Understanding shared roles in policy and administration: An empirical study of council-manager relations. Public Administration Review, 72(4), 526-536. doi: 10.1111/j.1540-6210.2011.02551.x 106 Denhardt, R. B., & deLeon, L. (1995). Great thinkers in personnel management. In J. Rabin, T. Vocino, W. B. Hildreth, & G. J. Miller (Eds.), Handbook of public personnel administration (pp. 21-41). New York, NY: Marcel Dekker. Denhardt, J. V., & Denhardt, R. B. (2011). The new public service: Serving, not steering (3rd Ed.). Armonk, NY: M.E. Sharpe. Deutsch, M., & Gerard, H. B. (1955). A study of normative and informational social influences upon individual judgment. Journal of Abnormal and Social Psychology, 51(3), 629-636. doi: 10.1037/h0046408 DiMaggio, P.J. & Powell, W. W. (1983). The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields. American Sociological Review, 48(2), 147-160. Retrieved from http://www.jstor.org/ DiMaggio, P., & Powell, W. (Eds.) (1991). The new institutionalism in organizational analysis. Chicago, IL: University of Chicago Press. Dolan, J. (2000). The senior executive services: Gender, attitudes, and representative bureaucracy. Journal of Public Administration Research and Theory, 10(3), 513-529. Retrieved from http://www.jstor.org/ Downs, A. (1957). An economic theory of democracy. New York, NY: Harper and Row. Downs, A. (1967). Inside bureaucracy. Boston, MA: Little, Brown and Company. Drucker, P. (1952). Development of theory of democratic administration: Replies and comments. American Political Science Review, 46(2), 496-500. Retrieved from http://www.jstor.org/ Enders, C.K. (2010). Applied missing data analysis. New York, NY: Guilford Press. 107 Finer, H. (1941). Administrative responsibility in democratic government. Public Administration Review, 1(4), 335-350. Retrieved from http://www.jstor.org/ Frank, A.G. (1964). Administrative role definition and social change. Human Organizations, 22(4), 238-242. Retrieved from http://www.jstor.org/ Frederickson, G. H. (1997). The spirit of public administration. San Francisco, CA: Jossey-Bass. Frederickson, G. H., & Smith. K. B. (2003). The public administration primer (1st ed.). Boulder, CO: Westview Press. Friedrich, C. J. (1940). Public policy and the nature of administrative responsibility. In C. Friedrich & E. S. Mason (Eds.) Public policy (pp. 3-24). Cambridge: Harvard University Press. Fry, B. R., & Raadschelders, J.C. N. (2008). Mastering public administration: From Max Weber to Dwight Waldo (2nd Ed.). Washington, DC: CQ Press. Gilbert, C. E. (1959). The framework of administrative responsibility. Journal of Politics, 21(3), 373-407. doi: 10.2307/2127321 Gliner, J. A., Morgan, G. A., & Leech, N. L. (2009). Research methods in applied settings: An integrated approach to design and analysis (2nd Ed.). New York, NY: Routledge. Goldmann, K. (2005). Appropriateness and consequences: The logic of neoinstitutionalism. Governance: An International Journal of Policy, Administration, and Institutions, 18(1), 35-52. doi: 10.1111/j.1468-0491.2004.00265.x Good, T.L (1981). Teacher expectations and student perceptions: A decade of research. Education Leadership, 38(5), 415-423. Retrieved from http://www.jstor.org/ 108 Gormley, W. (1987). Taming the bureaucracy. Princeton, NJ: Princeton University Press. Greenwood, J.D. (1983). Role playing as an experimental strategy in social psychology. European Journal of Psychology. 13(3), 235-254. doi: 10.1002/ejsp.2420130304 Griffin, E. (2009). A first look at communication theory (7th Ed.). New York, NY: McGraw-Hill Gross, N., Mason, W.S., & McEachern, A.W. (1958). Explorations in role analysis: Studies in the school superintendency role. New York, NY: Wiley. Gruber, J. E. (1987). Controlling bureaucracies: Dilemmas in democratic governance. Berkeley, CA: University of California Press. Hair, J. F., Black, W, C., Babin, B.J., & Anderson, R. E. (2010). Multivariate data analysis (7th Ed.). Upper Saddle River, NJ: Prentice Hall. Hauck, W. W., & Donner, A. (1977). Wald’s test as applied to hypotheses logit analysis. Journal of the American Statistical Association, 72(360), 851-853. Retrieved from http://www.jstor.org/ Hayek, F.A. (2011). The constitution of liberty. Chicago, IL: University of Chicago Press. Herbert, A. W. (1974). The minority administrator: Problems, prospects, and challenges. Public Administration Review, 34(6), 556-563. Retrieved from http://www.jstor.org/ Hickson, D. J. (1966). A convergence in organization theory. Administrative Science Quarterly, 11(2), 224-237. Retrieved from http://www.jstor.org/ Hickson, D.J., Pugh, D, S., & Pheysey, D. C. (1969). Operations technology and organization structure: An empirical reappraisal. Administration Science Quarterly, 14(3), 378-397. Retrieved from http://www.jstor.org/ 109 Hindera, J. J. (1993). Representative bureaucracy: Further evidence of active representation in the EEOC district offices. Journal of Public Administration Research and Theory, 3(4), 415-429. Retrieved from http://www.jstor.org/ Hindera, J. J., & Young, C. D. (1998). Representative bureaucracy: The theoretical implications of statistical interaction. Political Research Quarterly, 51(3), 655-671. doi: 10.1177/106591299805100305 Hite, J. M., Williams, E. J., Sterling, C. H., & Baugh, S. C. (2006). The role of administrator characteristics on perceptions of innovativeness among public school administrators. Education and Urban Society, 38(2), 160-187. doi: 10.177/0013124505284289 Hosmer, D. W., & Lemeshow, S. (2000). Applied logistic regression. New York, NY: John Wiley and Sons. Huck, S. W. (2004). Reading statistics and research (4th ed.). New York, NY: Pearson Education. Jackson, S. E. (1981). Measurement of commitment to role identities. Journal of Personality and Social Psychology, 40(1), 138-146. doi: 10.1037/00223514.40.1.138 Kahn, R. L., Wolfe, D. M., Quinn, R. P., Snoek, J., & Rosenthal, R. A. (1964). Organizational stress: Studies in role conflict and ambiguity. New York, NY: Wiley. Kammerer, G. M. (1964). Role diversity of city managers. Administrative Science Quarterly, 8(4), 421-442. Retrieved from http://www.jstor.org/ Kathlene, L. (1995). Alternative views of crime: Legislative policymaking in gender terms. Journal of Politics, 67(3), 696-723. doi: http://dx.doi.org/10.2307/2960189 110 Katz, D. & Kahn, R. L. (1966). The social psychology of organizations. New York, NY: Wiley. Kaufman, H. (1956). Emerging conflicts in the doctrines of public administration. The American Political Science Review, 50(4), 1057-1073. Retrieved from http://www.jstor.org/ Kennedy, P. (2008). A guide to econometrics (6th ed.). Hoboken, NJ: John Wiley & Sons, Inc. Keiser, L. R. (1999). State bureaucratic discretion and the administration of social welfare programs: The case of social security disability. Journal of Public Administration Research and Theory, 9(1), 87-106. Retrieved from http://www.jstor.org/ Keiser, L. R., Wilkins, V. M., Meier, K. J., & Holland, A. (2002). Lipstick and logarithms: Gender, institutional context and representative bureaucracy. American Political Science Review, 96(3), 553-564. doi: 10.1017/S0003055402000321 Kelly, M. (1994). Theories of justice and street-level discretion. Journal of Public Administration Research and Theory, 4(2), 119-140. Retrieved from http://www.jstor.org/ Kettl, D. F. (2002). The transformation of governance. Baltimore, MD: Johns Hopkins University Press. Kettl, D. F. (2005). The global public management revolution (2nd ed.). Washington, DC: Brookings Institution Press. Kingsley, J. D. (1944). Representative bureaucracy. Yellow Springs, OH: Antioch Press. 111 Kleinbaum, D. G., & Klein, M. (2002). Logistic regression: A self-learning text. New York, NY: Springer. Knight, L., Harland, C., Telgren, J., Thai, K., Callender, G., & McKen, K. (Eds.). (2007). Public procurement: International cases and commentary. London: Routledge. Krislov, S. (1974). Representative bureaucracy. Englewood Cliffs, NJ: Prentice Hall. Kuhn, A. (1974). The logic of social systems. San Francisco, CA: Jossey-Bass. Kwak, C., & Clayton-Matthews, A. (2002). Multinomial logistic regression. Nursing Research, 51(6), 404-410. Retrieved from http://www.jstor.org/ Levinson, D. J. (1959). Role, personality, and social structure in the organizational setting. The Journal of Abnormal and Social Psychology, 58(2), 170-180. doi: 10.1037/h0040261 Levitan, D. M. (1946). The responsibility of administrative officials in a democratic society. Political Science Quarterly, 61(4), 562-598. Retrieved from http://www.jstor.org/ Levy, M. J. (1952). The structure of society. Princeton, N.J.: Princeton University Press. Leys, W. A. (1943). Ethics and administrative discretion. Public Administration Review, 10-23. Retrieved from http://www.jstor.org/ Liao, T. F. (1999). Interpreting probability models: Logit, probit, and other generalized linear models. Thousand Oaks, CA: Sage Publications. Light, P. C. (1999). The true size of government. Washington, D.C: Brookings Institution. Lim, H. (2006). Representative bureaucracy: Rethinking substantive effects and active representation. Public Administration Review, 66(2), 193-204. doi: 10.1111/j.15406210.2006.00572.x 112 Linton, R. (1936). The study of man. New York, NY: Appleton-Century. Linton, R. (1945). The cultural background of personality. New York, NY: AppletonCentury. Lipsky, M. (1980). Street-level bureaucracy: Dilemmas of the individual in public services. New York, NY: Russell Sage Foundation. Long, N. E. (1952). Bureaucracy and constitutionalism. American Political Science Review, 46(3), 808-818. Retrieved from http://www.jstor.org/ Loveridge, R. O. (1968). The city manager in legislative politics: A collision of role conceptions. Polity, 1(2), 213-236. Retrieved from http://www.jstor.org/ Lovrich, N. P. (1981). Professional ethics and the public interest: Sources of judgment. Public Personnel Management Journal, 10(1), 87-92. Retrieved from http://www.jstor.org/ Lowi, T. (1995). Lowi responds. Public Administration Review, 55(5), 490-494. Retrieved from http://www.jstor.org/ Mandel, M. J. (1983). Local roles and social networks. American Sociological Review, 48(3), 376-386. Retrieved from http://www.jstor.org/ March, J. G., & Olsen, J. P. (1989). Rediscovering institutions: The organizational basis of politics. New York, NY: Free Press. March, J. G., & Olsen, J. P. (1995). Democratic governance. New York, NY: Free Press. March, J. G., & Olsen, J. P. (1996). Institutional perspectives on political institutions. Governance: An International Journal of Policy, Administration, and Institutions, 93(3), 147-264. doi: 10.1111/j.1468-0491.1996.tb00242.x 113 March, J. G., & Olsen, J. P. (1998). The institutional dynamics of international political orders. International Organizations, 52(4), 943-969. doi: 10.1162/002081898550699 Marshall, J., & steward, R. (1981). Managers’ job perceptions: Part 1. Their overall frameworks and working strategies. Journal of Management Studies, 18(2), doi: 10.1111/j.1467-6486.1981.tb00098.x Martin, H., Berner, M., & Bluestein, F. (2007). Documenting disparity in minority contracting: Legal requirements and recommendations for policy makers. Public Administration Review, 67(3), 511–520. doi: 10.1111/j.1540-6210.2007.00733.x Maynard-Moody, S., & Musheno, M. (2003). Cops, teachers, counselors: Stories from the front lines of public services. Ann Harbor, MI: The University of Michigan Press. McCrudden, C. (2004). Using public procurement to achieve social outcomes. Natural Resources Forum, 28(4), 257-267. doi: 10.1111/j.1477-8947.2004.00099.x McCue, C., & Pitzer, J. (2005). Fundamentals of leadership and management in public procurement: The strategic role of the public procurement professional. Herndon, VA: National Institute of Governmental Purchasing, Inc. Mead, G. H. (1934). Mind, self and society. Chicago, IL: University of Chicago Press. Medway, R. L., & Fulton, J. (2012). When more gets you less: A met-analysis of the effect of concurrent web options on mail survey response rates. Public Opinion Quarterly, 76(4), 733-746. doi: 10.1093/poq/nfs047 Meier, K.J. (1993a). Representative bureaucracy: A theoretical and empirical exposition. In J. L. Perry (Ed.), Research in public administration (pp. 1-35). Greenwich, CT: JAI. 114 Meier, K. J. (1993b). Latinos and representative bureaucracy: Testing the Thompson and Henderson hypotheses. Journal of Public Administration Research and Theory, 3(4), 393-414. Retrieved from http://www.jstor.org/ Meier, K. J. (1999). Politics and bureaucracy: Policymaking in the fourth branch of government (4th Ed.). Belmont, CA: Wadsworth Publishing. Meier, K. J., & Bohte, J. (2001). Structure and discretion: Missing links in representative bureaucracy. Journal of Public Administration Research and Theory, 11(4), 455-470. Retrieved from http://www.jstor.org/ Meier, K. J., & Nicholson-Crotty, J. (2006). Gender, representative bureaucracy, and law enforcement: The case of sexual assault. Public Administration Review, 66(6), 850– 860. doi: 10.1111/j.1540-6210.2006.00653.x Meier, K. J., & Smith, K, B. (1994). Representative democracy and representative bureaucracy: Examining the top-down and bottom-up linkages. Social Science Quarterly, 75(4), 790-803. Retrieved from http://www.jstor.org/ Meier, K. J., & Stewart, J. Jr. (1992). The impact of representative bureaucracies: Educational systems and public policies. American Review of Public Administration, 22(3), 157-171. doi: 10.1177/027507409202200301 Meier, K. J., Wrinkle, R. D., & Polinard, J. L. (1999). Representative bureaucracy and distributional equity: Addressing the hard question. Journal of Politics, 61(4), 10251039. Retrieved from http://www.jstor.org/ Merton, R. K. (1949). Social theory and social structure: Toward the codification of theory and research. Glencoe, IL: The Free Press. 115 Meyer, John. W., & Rowan, B. (1977). Institutionalized organizations: Formal structure as myth and ceremony. American Journal of Sociology, 83(2), 340-363. Retrieved from http://www.jstor.org/ Meyers, L. S., Gamst, G., & Guarino, A. J. (2013). Applied multivariate research: Design and interpretations (2nd ed.). Thousand Oaks, CA: Sage Publications. Mosher, F. C. (1968). Democracy and the public service. New York, NY: Oxford University Press. Murray, G. J. (2009). Improving the validity of public procurement research. The International Journal of Public Sector Management, 22(2), 91-103. doi: 10.1108/09513550910934501 Murray, S., Terry, L.D., Washington, C. A., & Keller, L. F. (1994). The role demands and dilemmas of minority public administrators: The Herbert thesis revisited. Public Administration Review, 54(5), 409-417. Retrieved from http://www.jstor.org/ Nalbandian, J. (1981). From compliance to consultation: The changing role of the public personnel administrator. Review of Public Personnel Administration, 1(2), 37-51. doi: 10.1177/0734371X8100100204 Nalbandian, J. (1989). The contemporary role of city managers. American Review of Public Administration, 19(4), 261-278. doi: 10.1177/027507408901900401 Nalbandian, J. (1990). Tenets of contemporary professionalism in local government. Public Administration Review, 50(6), 654-662. Retrieved from http://www.jstor.org/ Newcomb, T. M. (1950). Social psychology. New York, NY: Dryden. 116 Newell, C., & Ammons, D. N. (1987). Role emphasis of city managers and other municipal executives. Public Administration Review, 47(3). Retrieved from http://www.jstor.org/ Newell, C., Glass, J.J., & Ammons, D. (1989). City manager roles in a changing political environment. In H. G. Frederickson (Ed.), Ideal and practice in council manager government. Washington, DC: International City Manage Association. Ni, A., & Bretschneider, S. (2007). The decision to contract out: A study of contracting for E-government services in state governments. Public Administration Review, 67(3), 531–544. doi: 10.1111/j.1540-6210.2007.00735.x Niskanen, W. A. Jr. (2007). Bureaucracy and representative government. Piscataway, NJ: Transaction Publishers. Norušis, M. J. (2008a). SPSS statistics 17.0: Statistical procedures companion. Upper Saddle River, NJ: Prentice Hall. Norušis, M. J. (2008b). SPSS statistics 17.0: Advanced statistical procedures companion. Upper Saddle River, NJ: Prentice Hall. Nunnally, J. L. (1979). Psychometric Theory. New York, NY: McGraw-Hill. Nulty, D. D. (2008). The adequacy of response rates to online and paper surveys: What can be done? Assessment & Evaluation in Higher Education, 33(3), 301-314. doi: 10.1080/02602930701293231 O’Leary, R. (2006). The ethics of dissent: Managing guerrilla government. Washington, DC: CQ Press. Parsons, T. (1945/1964). Essays in sociological theory (revised edition). New York, NY: Free Press. 117 Parsons, T. (1951). The social system. Glencoe, IL: The Free Press. Palumbo, D. J. (1969). Power and role specificity in organization theory. Public Administration Review, 29(3), 237-248. Retrieved from http://www.jstor.org/ Pitts, D. W. (2007). Representative bureaucracy, ethnicity, and public schools: examining the link between representation and performance. Administration & Society, 39(4), 497-526. doi: 10.1177/0095399707303129 Powell, W. W., & DiMaggio, P (Eds.). (1991). The new institutionalism in organizational analysis. Chicago, IL: University of Chicago Press. Prottas, J, M. (1979). People-processing: The street-level bureaucrat in public service bureaucracies. Lexington, MA: Lexington Books. Redford, E. S. (1969). Democracy in the administrative state. New York, NY: Oxford University Press. Rehfuss, J. A. (1986). A representative bureaucracy? Women and minority executives in California career service. Public Administration Review, 46(5), 454-460. Retrieved from http://www.jstor.org/ Rich, W. (1975). Special role and role expectation of black administrators of neighborhood mental health programs. Community Mental Health Journal, 11(4), 394-401. doi: 10.1007/BF01419662 Riley, D. (1988). Am I that name? Feminism and the category of ‘women’ in history. New York, NY: Macmillan. Robinson, J. P., Shaver, P. R., & Wrightman, L.S. (1991). Measures of personality and social psychological attitudes. San Diego, CA: Academic Press. 118 Romzek, B. S., & Johnston, J. M. (2005). State social services contracting: Exploring the determinants of effective contract accountability. Public Administration Review, 65(4), 436–449. doi: 10.1111/j.1540-6210.2005.00470.x Rosenbloom, D. H., & Kinnard, D. (1977). Bureaucratic representation and bureaucratic behavior: An exploratory analysis. Midwest Review of Public Administration, 11(1), 35-42. doi: 10.1177/027507407701100103 Rourke, F. E. (1984). Bureaucracy, politics, and public policy (3rd ed.). Boston, MA: Little, Brown. Sandfort, J. R. (2000). Moving beyond discretion and outcomes: examining public management from the front lines of the welfare system. Journal of Public Administration Research and Theory, 10(4), 729-756. Retrieved from http://www.jstor.org/ Scott, P. G. (1997). Assessing determinants of bureaucratic discretion: An experiment in street-level decision making. Journal of Public Administration Research and Theory, 7(1), 35-57. Retrieved from http://www.jstor.org/ Selden, S. C. (1997a). Representative bureaucracy: Examining the linkage between passive and active representation in the Farmers Home Administration. American Review of Public Administration, 27(1), 22-42. doi: 10.1177/027507409702700103 Selden, S. C. (1997b). The promise of representative bureaucracy: Diversity and responsiveness in a government agency. Armonk, NY: M.E. Sharpe Selden, C. S., Brewer, G. A., & Brudney, J. L. (1999). Reconciling competing values in public administration: Understanding the administrative role concept. Administration & Society, 31(2), 171-204. doi: 10.1177/00953999922019085 119 Selden, S. C., Brudney, J. L., & Kellough, E. J. (1998). Bureaucracy as a representative institution: Toward a reconciliation of bureaucratic government and democratic theory. American Journal of Political Science, 42(3), 717-744. Retrieved from http://www.jstor.org/ Sending, O. J. (2002). Constitution, choice and change: Problems with the “logic of appropriateness” and its use in constructivist theory. European Journal of International Relations, 8(4), 443-470. doi: 10.1177/1354066102008004001 Shumavon, D. H., & Hibbeln, H.K. (1986). Administrative discretion: problems of prospects. In D. H. Shumavon & H.K. Hibbeln (Eds.), Administrative discretion and public policy implementation. New York, NY: Praeger. Sieber, S. D. (1974). Toward a theory of role accumulation. American Sociological Review, 39(4), 567-578. doi: 10.2307/2094422 Sowa, J. E., & Selden, C. S. (2003). Administrative discretion and active representation: An expansion of the theory of representative bureaucracy. Public Administration Review, 63(3), 700-710. doi: 10.1111/1540-6210.00333. Snider, K. F. (2006). Procurement leadership: from means to ends. Journal of Public Procurement, 6(3), 274–295. Retrieved from http://www.jstor.org/ Snider, K. F., & Rendon, R. G., (2012). Public procurement: Public administration and public service perspectives. Journal of Public Affairs Education, 18(2), 327-348. Stone, D. (2002). Policy paradox: The art of political decision making. New York, NY: W. W. Norton & Company. Strodbeck, F. F., James, R. M., & Hawkins, C. (1957). Social status in jury deliberations. American Sociological Review, 22(6), 713-719. Retrieved from http://www.jstor.org/ 120 Strodbeck, F. F., & Mann, R. D. (1956). Sex role differentiation in jury deliberations. Sociometry, 19(1), 3-11. doi: 10.2307/2786099 Svara, J. H. (1999). Complementarity of politics and administration as a legitimate alternative to the dichotomy model. Administration & Society, 30(6), 676-705. doi: 10.1177/00953999922019049 Thai, K.V. (2001). Public procurement re-examined. Journal of Public Procurement, 1(1), 9-50. Retrieved from http://www.jstor.org/ Thai, K. V. (2009). International handbook of public procurement. Boca Raton, FL: Taylor & Francis. Thomas, A. G. (1919). The principles of government purchasing. New York, NY: D. Appleton and Company Thomas, S. (1994). How women legislate. New York, NY: Oxford University Press. Thompson, F. J. (1976). Minority groups in public bureaucracies. Administration & Society, 8(2), 201-226. doi: 10.1177/009539977600800206 Tullock, G. (1987). The politics of bureaucracy. Lanham, MD: University Press of America. U.S. Census Bureau. (2011). State and local government finances summary: 2009. http://www2.census.gov/govs/estimate/09_summary_report.pdf, accessed April 14, 2012. U.S. Office of Management and Budget. (2012). Object class analysis: Budget of U.S. government. http://www.whitehouse.gov/sites/default/files/omb/budget/fy2013/assets/objclass.pdf , accessed April 14, 2012. 121 Van Riper, P. P. (1958). History of the United States civil service. Evanston, IL: Row, Peterson & Company. Vaux, A., & Briggs, C. S. (2006). Conducting mail an Internet surveys. In F. T. L. Leong & J. T. Austin (Eds.), The psychology research handbook: A guide for graduate students and research assistants (2nd Ed.), pp. 186-209, Thousand Oaks, CA: Sage Publications. Vroom, V. H. (1969). Industrial social psychology. In G. Lindzey & E. Aronson (Eds.), The handbook of social psychology (2nd Ed.) (pp. 196-268). Reading, MA: AddisonWesley. Waldo, D. (1948). The administrative state. New York, NY: The Ronald Press Company. Waldo, D. (1952). Development of theory of democratic administration. American Political Science Review, 46(1), 81-103. url:http://www.jstor.org/stable/1950764 Waldo, D. (1981). The enterprise of public administration. Novato, CA: Chandler & Sharp. Wamsley, G. L., Bacher, R. N., Goodsell, C. T., Kronenberg, P. S., Rohr, J.A. Stivers, C. M., White, O., & Wolf, J. F. (Eds.). (1990). Refounding public administration. Newbury Park, CA: Sage. Wilkins, V. M., & Keiser, L. R. (2006). Linking passive and active representation by gender: The case of child support agencies. Journal of Public Administration Research and Theory, 16(1), 87-102. doi: 10.1093/jopart/mui023 Wilson, J. Q. (1989). Bureaucracy: What government agencies do and why they do it. New York, NY: Basic Books. 122 Wilson, W. (1887). The study of administration. Political Science Quarterly, 2(2), 197222. Retrieved from http://www.jstor.org/ Yamane, T. (1967). Statistics: An introductory analysis (2nd Ed.). New York, NY: Harper and Row. Zimmermann, J. A. M., & Allen, L. R. (2009). Public recreation administration: An examination of the perceived roles of local recreation administrators. Administration & Society, 41(4), 470-502. doi: 10.1177/0095399709334648 Zisk, B. H., Eulau, H., & Prewitt, K. (1965). City councilmen and the group struggle: A typology of role orientations. Journal of Politics, 27(3), 618-646. doi: 10.2307/2127743 Zurcher, L.A. (1983). Social roles: Conformity, conflict, and creativity. Beverly Hills, CA: Sage. 123
© Copyright 2026 Paperzz