Introduction to Special Topic Forum: The Interplay between Theory and Method Author(s): John Van Maanen, Jesper B. Sørensen and Terence R. Mitchell Source: The Academy of Management Review, Vol. 32, No. 4 (Oct., 2007), pp. 1145-1154 Published by: Academy of Management Stable URL: http://www.jstor.org/stable/20159360 . Accessed: 30/05/2014 13:16 Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at . http://www.jstor.org/page/info/about/policies/terms.jsp . JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. . Academy of Management is collaborating with JSTOR to digitize, preserve and extend access to The Academy of Management Review. http://www.jstor.org This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions ? Academy ofManagement Review 2007,Vol. 32,No. 4, 1145-1154. TO SPECIALTOPIC FORUM INTRODUCTION BETWEENTHEORYAND THE INTERPLAY METHOD JOHNVANMAANEN Institute of Technology Massachusetts JESPERB. S0RENSEN Stanford University TERENCE R. MITCHELL University This issue special process a variety of practical six papers research that address interact in how theory and method papers explore inevitably of how studies. Here we offer an overview and management contains The questions. organization particular have theory and method that respecting but a necessary ofWashington both to date by organization and suggest researchers is no easy of theory and the primacy of evidence task that characterizes research. practice high-quality been treated the primacy balancing and management The aim of organizational and docu is to speculate, research discover, ment, as well as to provisionally order, explain, social pro observable and predict, (presumably) cesses and structures that characterize behavior In this long march, the of organizations. are the for and method matter, ory surely they tools with which we build both our representa in and We offer a well-deserved this Special and Method you to those who made the Interplay Between Theory we appreciate the work In particular, Forum Topic possible. former AMR thank on and orga editor, who both hatched former man this special issue, as well Susan Paulie, oversight aging editor of AMR, for her careful administrative she gave contributors and the guidance and encouragement of Art Brief, nized (and guest was made and tragic The process this long process. throughout far more difficult by the unwelcome longer and visit of Hurricane to New Orleans and Katrina editors) where University, then housed. Post-Katrina Tulane the AMR editorial offices were was up at the AMR picked in New York by Susan Zaid and offices at Pace University the current Annemarie Feldman, Koory and aided by Gail managing sity. We editor at The Pennsylvania as well to our reviewers of AMR are grateful work State Univer for the tireless to this venture. anonymous expertise they brought critically, however, we honor the thoughtful and schol for achievements of all those who submitted papers effort and Most arly consideration in this special issue. Although only a few were for publication, all had merits of var selected papers ious kinds, and we were and by both the quality impressed of this work. quantity tions and understandings of organizational life our reputations. Theory and method, while and much descriptive, generating prescriptive, are often treated as critical literature, and con ceptually independent. Scholars-in-training courses take separate from separate professors in "Theory" and "Method" much as undergradu ates take separate classes in chemistry and history. is With respect to some issues, this separation to develop sensible. Articles about how and write about processes theory often emphasize and strategies of that are relatively independent on such dimen methods. Theories are evaluated sions as internal consistency, logic, organiza tion, clarity, and readability (Klein & Zedeck, 2004). Also, as Whetten (1989) points out, theories are often judged in terms of their novelty, con interest. All of these tribution, and contemporary criteria can be used across methods. And meth ods, too, have their own internal logics. Rules of observational statistical sampling, recording, assumptions, mathematical interviewing techniques, can be learned and inde procedures of theoretical content. pendently it is our stand that theory and However, method are?or should be?highly interrelated in practice. Theories without methodological im are more to be than little idle likely plications 1145 without thecopyright Copyright of theAcademy ofManagement, all rightsreserved.Contents may not be copied, emailed, posted toa listserv,or otherwise transmitted holder's express written permission. Users may print,download, or email articles forindividual use only. This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions 1146 Academy with minimal import. And empirical speculation can be substance theoretical without methods in technical sophistication sterile, representing isolation. are commonplace, observations re between the relationship theory and method one and a source of some a complicated mains if not controversy within and befuddlement, across various organizational research commu While such are not always acknowl treatments of the theory to suggest continue that relationship to data used test, generate meaningful of theories or, in form, the plausibility nities. Such difficulties edged. method To wit, textbook methods in weak strong form, the validity of theories given mod est to severe boundary constraints (e.g., Blalock, 1978; Yin, 2002). As an 1969; Bryman, 1989; Dubin, the interplay of theory and ideal representation, is not problematic but follows a pre data scribed?almost In conven magical?sequence. are form, problems interest to a identifiable tional identified that are of research community more research than one), ques specific (perhaps are posed that rest on the tions or hypotheses those in the research com theoretical resources research (or seek), appropriate or on either or both deductive are then inductive logic spelled out, qualitative are chosen and put to measures or quantitative then fol and work, data compilation analysis and luck, plausible (or ver low, and, with pluck possess strategies based munity ifiable) inferences and conclusions result. End of story. to question this Reflexivity need not go deep of the version idealized and overly simplified theory and data. Practicing interplay between know both from ex researchers organizational cri and coll?gial readily available perience an suggesting orderly, tique that any narrative is rather standard model of the research process seems apparent to those who What misleading. out organizational research have carried can and is that method generate shape projects can as and generate shape theory theory, just in character There is a back-and-forth method. and data are in conjectures, concepts, one If of concepts thinks continuous interplay. on a conceptual as existing and conjectures one, plane and of data residing on an empirical which the links the more varied links and the the more promising between the two planes, function of empirical One research. studies, the kind of data that can be then, is to generate the more Review of Management October in the theorizing process itself, thus allow ing a study to progress as a cognitive or sense venture that unfolds over time (Bailyn, making used & K?rre 1977; Weick, 1989; see also Alvesson man, this issue). in the connections within and be Flexibility tween and empirical the conceptual (ideas) a for and (data) planes allowing logic of discov a is ery rather than only logic of validation as a a is seen if research prerequisite seemingly Yet rarely are process. cognitive least in print?since discussed?at is lengthy and uneven, research such matters the flow of is seen most in hindsight, and, perhaps most impor clearly tant, is contextually idiosyncratic, often chaotic, and always How we arrive at conclu personal. or is difficult to pen otherwise, sions, insightful norms etrate when publication do not favor the in which of results in the manner presentation the personal and when history of they evolved over time unfolded how the research process may be revised or forgotten as the project moves toward its final printed version. of (or not often unaware our basic epistemolog encouraged and assumptions. ical or ontological upbringing or to logical positivism Authors who subscribe we In addition, are to articulate) may view things quite differently empiricism from those who favor hermeneutic, interpretive or positions guided by postmodern approaches ism or critical theory. The logics, schools, and our research that populate land paradigms are and sub have and varied, many scape they on and method. stantial both theory impact this STF brings to the table is a rather What of just how these funda research tools of varied mental trades?theory across a range of concep and method?interact both narrow and tual and empirical domains, broad consideration issued in the spring In our call forpapers "take up that would of 2003, we invited papers new? as to how and method?old questions broad. helps to develop and new?helps trated where theory and to develop (or) how theory?old illus method." We a few topical areas this invitation with were particularly submissions to think about how including search constructs and variables, and welcome, refine re how explora or limit of theory enhance tion and development choices method (and the reverse), how formal contrib and/or simulation techniques modeling and how inductive or ute to theory development, This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions 2007 Van Maanen, S0rensen, and Mitchell 1147 or constrain research strategies theoretical choice and elaboration. through its level of Theory can drive method its the types of of articulation, stage analysis, or pre constructs itproposes, and its descriptive can nature. For inform scriptive theory example, respect both the primacy macy of evidence. of configurations opment through the analysis (Harrison, (Fiss, this issue), simulation modeling this issue), and analysis Lin, Carroll, & Carley, to generate or unexpected data of surprising guess, deductive broaden this & McManus, (Edmondson design measures this & choice of Klein, (Harrison issue), (Kalnins, this issue). Method issue), and samples can help to develop and enhance theory devel research new theoretical this issue). The extent (Alvesson insights & K?rreman, to which between the relationship if not con reflection and method inspires theory was our call in fact is the that reflected troversy of with almost answered varying fifty papers, in some but all concerned quality and purpose way or another with the interplay of theory and In reading method. (and through these papers seems it clear to us that the tensions beyond), many "the rela the heading in many theory and method" from the difficulties found in derive the conceptual and empiri between file under scholars tionship respects balancing cal planes. between In other words, all researchers strug true to should be when with they deciding gle true to be should their theory and when they in this STF wrestle their data. All of the papers in different with this tension and emphasize, thoughtful ways, how itself and can be addressed and this tension manifests in concrete research settings. is how we think about the relation Theorizing in the world that oc the elements ships among our attention. Yet the social world research cupy that may is complex and full of random noise we are interested in (Lei the processes obscure we use to perceive the ter, 1992). The methods social world are imperfect as well. Ifwe pay too or potentially avail much attention to available we are and data, trapped by operations, we no to is attention stifled. If pay theorizing our data, theorizing will be rather too remote In and will occur all on the conceptual plane. able the potential either case, interplay between method and theory is limited. The key, then, is to at once. Re to serve two masters find a way search methods play a central role here because so that they sufficiently they must be designed of theory and the pri THE PRIMACY OF THEORY or understood, nor see Sutton & Staw, (e.g., their 1995, and the range of comments regarding stand on "what theory is not"). As Weick (1995) could be a points out, a theory, in principle, Theory is not well is it one-dimensional defined conjecture, supposition, speculation, or model, conception, proposition, hypothesis, with those at the formal end of the spectrum more likely to be in print. But, even in print, what is conventionally treated as theory displays in terms of range, focus, interest, level of analysis, sweep, elegance, complexity, for next character, implications presentational in the collective research process, and so steps forth. high variation DiMaggio (1995),building on D'Andrade (1986), theories seek to provide cover that govern the relationships among or constructs in a highly specified as ways of field of study and use their methods notes that some ing laws variables laws. Some verifying such covering possibly or provoke a seek to provide novel explanations sort of unexpected among knowl enlightenment readers by putting forth new and po edgeable previ tentially useful constructs or uncovering existing with relationships unsuspected a across studied domain. consistency in the service of such a goal defamil Methods ously some if not deconstruct landscape, bring new iarize gory schemes to the the existing classification fore, and question conceptual and cate conven theories seek of particular in the and place their methods social processes service and pre of showing the plausibility involved sumed strength of the various linkages in the constructed analytic narrative. In general, of theoretical aims, regardless tional domain assumptions. Other to provide accounts step-by-step to suggest researchers continue that the many more we underpin our theories with empirical observations that more or less fit the theory, the more convincing such a theory is. Disconfirm ability has long reigned as the number one cri terion by which theories should be judged. In this respect, empirical validation (or lack of same) is held to trump the host of other persua to improve a theory's recep sive tactics used tion?its memorable character, This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions its parsimony, 1148 Academy of Management or stand-alone its complementary position other theories, its interest value to a par among its rhetorical style, ticular research community, on see so and 1984; Lindblom, Edmondson, (e.g., 1987; Van Maanen, 1995). This rather questionable leges data over theory and assumption rests on a privi rather the re October Review dards of excellence, competence, and contribu tion. no terribly satisfying answers al above. Theorizing posed There are, alas, to the dilemmas entails be trade-offs and compromises ways tween such matters as simplicity and complex image by It neglects the impor search methods employed. tance in scientific progress (such as the devel opment of a theory of relativity) of "denying the and semblance, and specificity ity, originality to verify or validate and generality. Attempts will and usually should be tried, of course, and are useful for theorizing since they represent an link between asserted the conceptual and em suitable pirical tween naive of data data" as unaffected (Leifer, 1992) and clinging of observation methods What Leifer says of sociology research as well: organizational to theories until can be found. can be said of "Virtually all of as data and is accepted what happens actually to render theories false. This combina allowed orientation and Popper's falsi tion of a passive consequences" fiability criterion has disastrous itmay well limit theo (1992: 286). In particular, won it since intuition, hunches, rizing, relegates der, imagination, inspiration, and speculation, end ofWeick's the like (all closer to the guessing in the to sessions continuum) theory late-night to worry more tavern and forces researchers of data and con the close correspondence the nature of the than cepts theory being built. The focus is more on theory as a product of savvy than a result of a mental methodological or cognitive process. about of how theory By stretching our understanding and method interact, as well as our prescrip and data tions for research as theory validation as our ultimate jury, we of course create other as we have studies, Organization problems. is an expanding, multidisciplinary suggested, field. We have built a large and somewhat po a variety of methods, rous tent within which schools of thought theories, and epistemological coexist (and, perhaps, coevolve). Judging this as a virtue or vice depends, in part, on how deeply research committed one is to a particular style in the and, in part, on how one views "progress" are always resources field. Since limited, as to which choices must be made (and how) or cut back. lines of research will be extended are obscure, but for such choices The grounds veri the empirical surely one of them concerns fication a particular program theory-building is not a democracy, research Since generates. nor should it be (Levett & Gross, 1994), the prob to encourage and facilitate new, rich, stan sustaining interesting theory while lem is how and tional planes. concepts research But and and if the correspondence be is loose in organiza data the worlds we study are the value open rather than closed, cannot be reduced to its claimed of a theory verification & Cicourel, 1981; 1976; Knorr-Cetina (Gergen, the point of theorizing, Weick, 1989). Hence, is not sim when viewed as a cognitive process, but, rather, knowledge ply to produce validated to suggest plausible connections and relation not that have been In this yet ships glimpsed. is then the sense, building interesting theory name of the game, for our field in this and, moment of time, we believe is such an emphasis appropriate. THE PRIMACY OF EVIDENCE to this argument can be seen question: Where do interest do they and how? How arise, ing theories to order and from methods emerge designed tame empirical be observations, they con as eth structed and compiled survey materials, fieldnotes, trials, second laboratory nographic results? How do we ary data sets, or simulation The counterpoint by asking a simple sort out helpful from not so theoretical leads to produce, and, theory is difficult helpful? Good unlike pornography, we may not even recognize itwhen we see it.Moreover, good theory seems the result of many thought likely to be more and trails, modest approximations speculations, occur than a bold stroke or "ah-ha" epiphany at blinklike and forth back ring speed. Moving to intuition from data-based resting theorizing on experience, habits ofmind, and research con an inter important role in generating one can as what does esting theory, absorbing literature in the field and work of the scholarly tethered ing through conjectures without being text plays to data. This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions 2007 Van Maanen, S0iensen, the best answer we currently have to Perhaps was the problems of discovery provided by Charles Sanders Peirce (1995/1903), who argued rea rests primarily on abductive that discovery a foundation for inquiry, abduction an unmet and works begins expectation to invent a plausible backward world or a theory that would make the surprise meaningful. As Kilduff (2006) recently advocated, good theory comes in the from engagement with problems soning. As with in the literature. In this sense, world, not gaps to the empirical abduction primacy assigns in the service but of world, theorizing. Like the dog that did not bark in the fictional world of are clues Sherlock Holmes, unmet expectations that motivate for this theorizing, and, precisely and embraced reason, they are to be welcomed by researchers. and too, the interplay of observational in work the abduction. From conceptual frag ments of what we glimpse of the empirical come theories that world that can be observed cannot be observed?at least directly. Peirce ex Note, less a logic than a path of in which follow reasoning conjectures unmet uncovered surprises. Discrepancies by can be analyzed in terms of their expectations location (where did it happen), timing (when did abduction plained critical as it happen), (how often does this hap frequency (how important is this dis pen), and magnitude for the crepancy). Some conjectures may account surprise better than others, and, thus, they push inquiry forward, leading over time tomore sur and induction prises and conjectures. Deduction as follow and complement abduction logics more suitable for the always imperfect testing of theories (e.g., see Ketner, 1995). plausible It is important to note, however, that abduc tion is a continuous in all process, taking place of the research process. pro phases Analysis con ceeds by the continuous between interplay can occur at the be cepts and data. Surprises or end of a research process. ginning, middle, First and second drafts, for example, may be more valuable for generating unmet expecta to light unseen puzzles tions and bringing than for tidying up, presenting, and sible theory and its empirical defending plau support. Coding transform data used forone in ways that guide and re and classifying may to another purpose flect the evolving concepts esting turns theory in Davis's on transformations, of the analyst. (1971) now classic such as what Inter view was and Mitchell 1149 once turns variable thought to be a dependent out to be?at least for the moment?an indepen once dent one, or what was thought to be a construct turns out to be?for homogeneous now?a one. What makes rather heterogeneous for interesting scholarly work is the discontinu some (but not all) of the theoretical ity between of the researcher and the research assumptions and some (but not all) of the discov audience ered and claimed facts of the matter. for method the role given implications to in are nu abduction research appears play out. but three stand merous, First, the data re to work with should be suffi searchers have The rich, and complex such that the ciently detailed, and causal processes organizing conjectures can be approached as to why and explained Second, plausible. by generating are for their explanations findings, researchers forced to link their results to the conceptual and, by so doing, can then move back plane to try to substantiate these post hoc inter again for up consequences pretations by conjuring them (i.e., more out and them theory) checking the available evidence against empirical they in hand. This is the long march. have Third, what Bailyn of oppo (1977) calls a "principle they appear to be helpful in this process. The that if you have qualitative suggests principle data, count and classify what you can; if you have quantitative data, don't ignore its qualita tive potential by not examining the extremes or not looking at data that do not fit the general sites" appears picture. It is an irony of scholarly practice in organi zational research that the process of abduction, which likely goes on inmost ifnot all promising is largely hidden research projects, from view. at the outset, the publication con As mentioned ventions currently attached to research journals such as Administrative Science Quarterly, Acad Journal, and Organization emy o? Management hide the discovery process by requiring Science a rather strict separation the presenta between tion of results and conclusions and between the of theory and method. This process presentation is often messy, idiosyncratic, and difficult to ar ticulate. There are, no doubt, reasons for these journal policies, along with many disagree ments over whether the field is well served over all by such conventions. It is nonetheless clear that one negative is that those consequence wishing to learn the craft of research This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions are largely left in the dark if they try to follow how the results of a study were sequentially interpreted and how these interpretations were checked out in hand. The research (if at all) by the data it appear as into when process, put print, makes a in which exercise validation imagination, false speculation (fromwhich springs abductive about and faith-based assumptions reasoning), to sort out from the useful able conjectures being not-so-useful no play role. and now is, of course, an old complaint an of institutionalized one, but we something seem not to have moved toward much of a res that of an infrequently olution, beyond pub This lished confession as to how one's research "ac 1990; Frost & (e.g., Barley, tually" 1967; Stablin & Frost, 1992; Hammond, Stablin, litera 2004). A difficulty with this rather spare features a good deal of recounted ture, which are in is that research confessionals abduction, as insofar they index only teresting apparently unfolded as if dis it appear work, making are in rarified research covery creativity and out of reach formost of us. Rather, discovery and creativity growing out of assigning primacy to empirical should be seen as general puzzles well-received and social and cognitive able to all. processes potentially avail THE PROBLEM OF READER RESPONSE that the interplay thus far argued We have of the re between theory and method demands simul the ability to serve two masters searcher to true and be both the power taneously?to to of the of ideas and demands empir elegance ical reality. As if this does not pose enough of a a research also demands successful challenge, recognition and method the consumers al that the interplay between theory occurs within a context defined by of organizational desire and expect research? and management do audiences Review of Management 1150 Academy research. What of organization this How does that is per the character of the research shape some of as noted previously, formed? Clearly, derive from of the audience the demands that shape the topics and world views and of theoretical perspectives acceptance The popularity of approaches. methodological that sur theories and the econometrics agency in this regard round them is a good example broader 2005; Pfeffer, & Sutton, (e.g., see Ferraro, this corre Ghoshal, 2005; Kanter, 2005). That October to what so recently to be triumph of shareholder capitalism no accident. sponds ultimate seemed the is certainly In addition, read swiftly, research audiences and they read only a few papers carefully. Those tomost closely are quite likely papers attended to reflect preexisting interests and to draw on of readers who can best scruti the knowledge a put forth. When more the audience read, grows paper will be and the study's reception general, concerns dif and rather shaped by perspectives ferent from those of close, attentive, specialized to readers. Simplification results, attentiveness or empirical materi the theoretical arguments nize and judge is widely the claims are more fades, and conclusions if they reflect taken at face value context of the times and cultural als reading likely to be the current that of the audience. is to say that theories are created by too. Even when a paper is cleverly the and empirically illustrated, orized, carefully that reception will be influ paper's supported, con the author's enced by matters far beyond This readers in the sociology of science demon trol. Studies strate the importance of a theory's reception and readers readers and how authors among one indi another both directly and influence 1989; Collins & Pinch, 1982; rectly (e.g., Ashmore, it readers, Law, 2004; Merton, 1973). General and attend look most for enlightenment seems, histor little, if at all, to the largely unspecified ical context of the theory put forth or of the readers whose involved. methods Coll?gial that of the author will work might complement attend more carefully to the work but only inso far as it provides grist for their own research in the readers who participate mills. Specialized research domain targeted by the author will no doubt read most (and skeptically), carefully since their own theories and methods may be put to test by the author. Such matters are hardly startling, but they do scientific jour suggest why highly specialized to the uninitiated and nals seem so unfriendly arcane so full of congealed neolo sentences, Yet and mind-numbing qualifications. gisms, are Those that do lives. have few papers long their have those that somehow escaped usually trav and have audiences intended specialized to the presup eled by virtue of their resonance of readers not well grounded positions matter addressed subject by the author. This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions in the 2007 Van Maanen, There is, of course, little we can do about this as we go about putting our research into print. It as well. Indeed, others mak is a bit paradoxical we did not for purposes ing use of our work or intend is something we must sim anticipate to live with. Ifwe are lucky, we might, learn ply in fact, learn something about our methodolog ical and choices theoretical those readers who from the reactions of carry quite different interests from our own but nonetheless and perspectives have been taken by some aspect of our work. The issue here is that both theory and method not only are constructed and represented by an but are reconstructed after they are written. Thus, author and rerepresented our writings can? when the conjunction of the planets presumably on a life of their own. DiMaggio is just so?take theories (1995) points out how even half-baked on who can turn out better or worse depending takes them up at a later stage. If one is fortunate to say something that attracts the favor enough able attention of Karl Weick, JimMarch, or Dick their work Scott (or, gulp, Malcolm Gladwell), to in is fair well. the field) (and standing likely To underestimate the value of postpublication construction and method assessment theory is a to deny just how much in research is, fact, matter occurring and cooperative collaborative authors and readers. In this sense, the is a collective interplay of theory and method that extends well beyond any single process research project. between PAPERS IN THE SPECIAL TOPIC FORUM in mind, we now these considerations six in the contained introduce papers quickly our issue. Each this special pushes thinking about the interplay between theory and method forward in important ways. A summary of each is presented in Table 1.We should note paper cut across professional that the papers circles With and interest groups of the Academy of Manage ment and offer something of value across vari ous levels of analysis, theoretical contrasting interests, differing methodological predilec domains. In some tions, and distinct substantive new are to methods deal with papers proposed familiar problems. In other papers new are theoretical approaches that could suggested extend an existing research line in promising ways. All mix an interest in both theory and old and method and manage to open up the back-and and Mitchell S0iensen, 1151 forth features of the research process that are too often kept out of sight. in reach of our is the broadest The first paper set. Amy Edmondson take and Stacy McManus that high-quality implicit maxim in organization is pro studies there is an appropriate fitbetween up the largely field research duced when theory and method. They point out, however, to that little explicit attention has been given a what fit. reasonable just might represent They then introduce a useful contingency framework prior work in a research area to the connecting a new research project, paying partic of design or to when and why qualitative ular attention data (or both) might be sought. qualitative Peer Fiss for fitwith follows this concern paper a that much of the research on is limited by a mis configuration and method. To overcome theory suggesting organizational match between this knotty problem, he offers set-theoretic meth of that permit the algebraic manipulation a constitute attributes that par proposed might as a methodological ticular configuration alter or variable native to conventional correlational ods and he argues that such methods approaches, allow for the investigation of equifinality and limited diversity. Such methods are open to both and ordinal data and provide a way categorical to direct verbal statements into logical catego can tease out ries that, when properly analyzed, and can complex cause-and-effect relationships generate new insights for organizational theory and strategy researchers. The third paper, Harrison and by David research Klein, takes up management concerned with diversity. The authors begin by literature noting that reviews of the diversity reveal few clear or consistent findings and ask some While conclude from the weak might why. as evidence that diversity should be abandoned a theoretical construct, these authors argue in Katherine stead that diversity Theory development, fused by mismatched a construct. is too general thus, is retarded and con and operationalizations Harrison and Klein designs. usefully three distinctive among distinguish types of dif ference-based subconstructs of diversity? research variety, and disparity. They then de more for building precise of diversity type, measure conceptualizations separation, velop guidelines ment and theory tests. techniques, is the topic Richard Har Simulation modeling rison, Zhiang Lin, Glenn Carroll, and Kathleen This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions 1152 of Management Academy Review October TABLE 1 in the Special of Articles Summary Edmondson & McManus Fiss Core "Methodological Fit Management Research" Field in to the Difference? or Disparity Variety, in Organizations" "Simulation & Carroll, alter Selection consistent guide the method and Development: of Implications emerged diversity in does on research & "Constructing and research? selection sample K?rreman Empirical Theory of the advantages (and problem) To theory reduce misinter pretation and Development" develop open To up theory novel Roughly equal emphasis of Mostly theory Mostly method inappropriate theoretical studies established (construct computational in organi modeling zational studies conclusions do we theory refinement) a broad description special development? How Mostly that diversity To provide Select Mystery: in Matters method the recognize varied forms of Abilities to Alvesson Mostly organizational Varying Appropriately New Ventures" emphasis of studying To develop guide lines for diversity simulation influence equal to a new introduce method organizations? How Roughly or configuration findings in research can some rules To theory in research ganizational Theory Firms' the between management "Sample on Theory Method To provide decision contribute modeling most effectively to or and Management Research" Kalnins Theory and Method choices ological made by researchers configuration? so few Why have Where Modeling in Organizational Carley Between of Paper Purpose on organizational Constructs Diversity As Separation, Lin, do we and method Configurations" Harrison, "methodological and how could mismatch Organizational "What's does fit"mean, How "A Set-Theoretic & Klein What Addressed Questions to a it be applied research project? Approach Harrison on the Interplay Forum Emphasis Paper Title Authors Topic to theorizing? in where is critical sampling show how "data" can be used to problematize established theoretical understandings and move toward new in the fourth paper. The point of con is the altogether plausible departure tention that management and organization the Carley examine here ory is becoming increasingly complex and that a to offers simulation methodology modeling on In this advance systems. complex theory sense theory development is hampered by limi our to social observe tations in complex ability in the empirical world. The authors' processes of aim is to promote a broader understanding and to illustrate the poten simulation modeling in several itmight well make tial contributions fields. In so doing they pay research developing special knowledge attention epistemol?gica! to the attractions and special are to that attached problems and, along modeling computational a to of recent number point examples in organizational research. the way, of its use in the STF, Arturs Kalnins In the fifth paper examines the role sample selection plays in de He way of ex points out?by theory. veloping to in firm-level decisions chosen from amples new or in vest ventures the products?that is always the result of some observed sample the researcher may or may not selection process to the point, the sam be fully aware of. More This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions 2007 Van Maanen, S0iensen, itself may generate process empirical consistent with a theoretical explana findings tion that may, in fact, play no causal role, or it cancel out that are may empirical relationships consistent with a causal process proposed by a Rather than the theory. construing sample selec tion issue as a narrow methodological question pling of parameter estimates, involving the accuracy Kalnins shows how empirical data can be an unreliable and guide for both theory validation theory generation. The last paper, by K?rreman, represents across searchers the trum to actively seek Mats Alvesson a challenging and call Dan for re spec theory and method and create surprise and in their work as a way of opening mystery up established the theory. These authors are also most explicit about how abduction might be fur thered if researchers searched systematically for deviations in what is to be expected in par ticular empirical contexts given the available and Mitchell in our field remains resolved a matter of rethinking established looking to cases where the theory by specifically theory will not hold. Data are then more useful as a way tomove between and em conceptual than as a resource to be trotted pirical planes out solely for verification purposes. fields (and and so ganizational subfields) our understanding of the research pro deepen cess viewed There are both general broadly. and specific for students of orga implications nizational culture, strategy, design, perfor mance, and growth, complexity, learning, as well as some sharp insights into how empiri cally grounded middle-range theorizing can be The could be slotted into sub improved. papers stantive fields as disparate as firm-level deci sion making and gender studies. Temporally, the papers collectively consider theory from con to challenge and ception to growth to maturity or reinvigoration decline through evidentiary based doubt and discovery. This said, there is still a good deal to ponder. What constitutes good, useful, or worthy theory be and interests may all topical the field itself will remain, time, and work will go on much as before as long as some audience to look toward us to continues assumptions, over change and explanations of or is unlikely to change. provide representations life. This ganizational REFERENCES M. Ashmore, 1989. The scientific reflexive knowledge. thesis: Writing Chicago: Press. University of sociology of Chicago as a cognitive Bailyn, L. 1977. Research process: Implications for data analysis. and Quantity, 11: 97-117. Quality of imaging: Notes Barley, S. R. 1990. Images tudinal fieldwork. Organization Science, H. M. 1969. Theory construction. A. Bryman, 1989. fiesearch Park, CA: Newbury on doing longi 1: 220-247. Cliffs, Englewood NJ: Prentice-Hall. The papers that follow provide a number of theoretical and methodological suggestions across a wide variety of management and or cannot derstood, and failure in hand to warrant much more than blind guesses as to its paths. And while we know readers surely add to the theorizing pro cess, how, precisely, in what they do so and fashion are far from clear. Much remains to be done if the organizational research process is to be further deconstructed in order to be recon structed along to all improved lines. The upside our theories, methods, this is that while facts, Blalock, SOME FINALWORDS in the air and up validation alone. through empirical but the forms may rely on abduction, can take are not well un reasoning and we have too few cases of success Discovery abductive that coming up with new theory. 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A. Whetten, from the ac as theory Quarterly, 1989. What Yin, R. K. 2002. Case ed.). Newbury Irvine. His and theory. Organization research interests and, currently, cultures, a constitutes study research: Park, CA: Sage. include identity Design Studies his Ph.D. occupational in work set is associate and He received his Stanford University. lie at the intersection of organizations and the relationship between corporate demography Sociology, interests on the impact Terence ness of work R. Mitchell Administration environments on entrepreneurial of organizational professor in the Department of (by courtesy) Ph.D. from Stanford. research His labor markets, and income activities is the Edward ([email protected]) at the University of Washington. He with a recent focus as well inequality, and outcomes. Carlson Professor received his Ph.D. theoretical Review, tings. ([email protected]) Jesper B. S0renson in the Graduate behavior of Business School Science, as disciplined imagi 14: 516-531. Review, is not, theorizing 40: 385-390. of Management is the Erwin Shell Professor of Organization ([email protected]) at the Massachusetts Institute of Technology. He received of California, careers prac is not. Admin theory 40: 375-390. Academy trative Science research. research 1995. What 1989. Theory construction of Management nation. 7: 283-299. organizational sociology, and of Chi Sage. Quarterly, tion? Academy the data: 1992. Denying sciences. Sociological Theoretical 6: 132-144. Routledge. complished thoughts Cre University 2004. Renewing (Eds.) B. M. Science Van Maanen, integration Routledge Chicago: Park, CA: R. S., & Staw, Sutton, an of science: sociology P. R., & Frost, Stablin, theory. Acad 1981. Advances (Eds.). 1973. The Some Knowledge: in 1903.) The 1903 lectures C. S. 1995. (First published on pragmatism. State (Edited by P. A. Turrisi.) Albany: of New York Press. University section on theoretical models and conceptual analyses. in applied Lessons (re)learned. 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His current research interests are motivation, University leadership, sion making, in organizations. and behavior turnover, with a focus on individual This content downloaded from 136.167.3.36 on Fri, 30 May 2014 13:16:41 PM All use subject to JSTOR Terms and Conditions as deci is. Adminis contribu 14: 490-495. and methods (3rd
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