Accounting Organizations and Society, Vol. 17, No 6, pp 595--612, 1992 Printed in Great Brttain 0361-3682/92 $5 00+ O0 Pergamon Press Ltd DETERMINANTS OF CORPORATE SOCIAL RESPONSIBILITY DISCLOSURE: AN APPLICATION OF STAKEHOLDER THEORY ROBIN W. ROBERTS School o f Accountancy, University o f M i s s o u r i - C o l u m b i a Abstract A lack of sufficient theoreucal support for models destgned to explain corporate soctal responsibihty actisaty led Ullmann (Academy of Management Rewew, 1985, pp. 540-577) to develop a framework for prechcting corporate social activity based on a stakeholder theory of strategic management This study empirically tests the ability of stakeholder theory to explain one s-Ix~ificcorporate social responsibility activtty - - social responsibility disclosure. Results support this application, finding that measures of stakeholder power, strategm posture, and economic performance are significantlyrelated to levels of corporate socml disclosure UUmann ( 1 9 8 5 ) c r i t i c a l l y e v a l u a t e d p r i o r r e s e a r c h in t h e a r e a o f c o r p o r a t e social r e s p o n sibility a n d c o n c l u d e d t h a t s e v e r a l d e f i c i e n c i e s e x i s t in t h e c u r r e n t b o d y o f c o r p o r a t e social r e s p o n s i b i l i t y r e s e a r c h . F o r e m o s t in his c r i t i q u e w a s t h e l a c k o f a c o m p r e h e n s i v e social r e s p o n sibility t h e o r y sufficient to e x p l a i n w h y corporat i o n s e n g a g e in social r e s p o n s i b i l i t y e n d e a v o r s . H e a r g u e s that this l a c k o f a c o m p r e h e n s i v e t h e o r y is r e s p o n s i b l e for t h e c o n f l i c t i n g r e s u l t s o f m a n y studies. A c o n c e p t u a l f r a m e w o r k w a s d e v e l o p e d b y U l l m a n n ( 1 9 8 5 ) as sufficient to e x p l a i n t h e r e l a t i o n s h i p s a m o n g social disc l o s u r e , a n d social a n d e c o n o m i c p e r f o r m a n c e . This f r a m e w o r k is b a s e d u p o n t h e s t a k e h o l d e r approach to strategic management that was f o r w a r d e d b y F r e e m a n ( 1 9 8 3 ) a n d o t h e r s , in w h i c h c o n f l i c t i n g e x t e r n a l d e m a n d s o n t h e firm m a y b e a d d r e s s e d . S o m e r e c e n t s t u d i e s in t h e social r e s p o n s i b i l i t y a r e a h a v e r e c o g n i z e d t h e r o l e o f s t a k e h o l d e r s in i n f l u e n c i n g c o r p o r a t e d e c i s i o n s (e.g. M c G u i r e et al., 1988), b u t h a v e n o t a t t e m p t e d t o e x p l i c i t l y test s t a k e h o l d e r influences as d e t e r m i n a n t s o f t h e l e v e l o f c o r p o r a t e social r e s p o n s i b i l i t y activity. T h e p u r p o s e o f this s t u d y is to o p e r a t i o n a l i z e t h e stakeholder framework presented by Ullmann a n d e m p i r i c a l l y test t h e effect o f o v e r a l l firm s t r a t e g y o n o n e t y p e o f social r e s p o n s i b i l i t y a c t i v i t y - - social r e s p o n s i b i l i t y disclosure. T h e present study improves on prior research by p r e d i c t i n g t h e l e v e l o f c o r p o r a t e social disclosure within a comprehensive theoretical f r a m e w o r k a n d b y a d o p t i n g i n d e p e n d e n t , thirdp a r t y e v a l u a t i o n s as m e a s u r e s o f t h e level o f c o r p o r a t e social d i s c l o s u r e . T h e r e m a i n d e r o f t h e p a p e r is o r g a n i z e d as follows. T h e n e x t t w o s e c t i o n s discuss p r i o r r e s e a r c h in t h e a r e a o f c o r p o r a t e social r e s p o n sibility a n d s t a k e h o l d e r t h e o r y . Thereafter, c o n s i d e r a t i o n is g i v e n t o U l l m a n n ' s f r a m e w o r k for analyzing social r e s p o n s i b i l i t y disclosures. T h e social r e s p o n s i b i l i t y d i s c l o s u r e m o d e l des i g n e d t o test Ullmarm's f r a m e w o r k is t h e n e x p l a i n e d a n d t h e s a m p l e is d e s c r i b e d . T h e r e s u l t s o f t h e e m p i r i c a l tests a n d t h e c o n c l u sions a n d l i m i t a t i o n s o f t h e s t u d y are p r e s e n t e d in t h e final s e c t i o n s o f t h e p a p e r . PRIOR RESEARCH O N CORPORATE SOCIAL RESPONSIBILITY P r i o r r e s e a r c h has d e f i n e d c o r p o r a t e social r e s p o n s i b i l i t y activities as p o l i c i e s o r a c t i o n s w h i c h i d e n t i f y a c o m p a n y as b e i n g c o n c e r n e d w i t h s o c i e t y - r e l a t e d issues. Studies h a v e e x a m i n e d c o r p o r a t e social r e s p o n s i b i l i t y activities in 595 596 R w ROBERTS many areas itfcluding the following categories: ( 1 ) the environment, ( 2 ) affirmative action programs, ( 3 ) equal e m p l o y m e n t opportunity policies, ( 4 ) c o m m u n i t y involvement, ( 5 ) product safety, ( 6 ) policies toward South Africa, (7) energy policies, and ( 8 ) social responsibility disclosure (CEP, 1986; Cowen et al., 1987). Studies of relationships among social disclosure, social performance, and economic performance of corporations include philosophical treatises on businesses' inherent responsibilities to society, research regarding the economic consequences or information content of social responsibility activities and studies of the determinants of social responsibility disclosures. ~ Each stream of research is reviewed below. The social responsibilities o f business During the 1960s and 1970s the relationship b e t w e e n business and society was re-examined and with that re-examination e m e r g e d new theories regarding corporate responsibilities to society (Dierkes & Antal, 1986). Steiner (1972), Davis (1973) and others proposed that diffusion of corporate ownership made the traditional m a n a g e r - o w n e r model of the business entity misspecified. They argued that although business is, fundamentally, an economic institution, larger firms exert significant influence in society and have responsibilities to use some e c o n o m i c resources in an altruistic manner to aid in meeting social goals Keim (1978b) argued that social responsibility activities may be consistent with wealth maximization motives of the firm. He stated that as society changes societal constraints on business activity also change. In a social environment that expects all corporations to exhibit concern for social goals, corporations that do not may b e punished. Similar conclusions w e r e reached by Belkaoui ( 1 9 7 6 ) and Watts & Z i m m e r m a n (1978). Stakeholder theory provides an avenue in which to integrate the hypotheses regarding corporate social responsibility activities forwarded by Keim, Belkaoui, and Watts and Z i m m e r m a n into a model of corporate social responsibility disclosure. E c o n o m i c consequences a n d i n f o r m a t i o n content studies Studies on the effects of corporate social responsibility activities on firm value have p r o d u c e d mixed results. Some studies have reported beneficial effects while others have concluded that the effects are negative or inconsequential. Belkaoui ( 1 9 7 6 ) investigated the information content of pollution control disclosures by developing portfolios of disclosing and nondisclosing firms. His results supported an ethical investor hypothesis that rewarded companies for acting in a socially responsible manner. The findings of some additional studies p r o d u c e d results consistent with the notion that corporate social responsibility activities impact on the financial markets (Spicer, 1978a, b; Anderson & Frankle, 1980; Shane & Spicer, 1983). Some studies replicated earlier research and found conflicting results. Frankle & Anderson ( 1 9 7 8 ) rejected Belkaoui's interpretation and argued that nondisclosing firms had consistently performed better than the market. In a similar manner, Chen & Metcalf ( 1 9 8 0 ) d i s a g r e e d with Spicer's conclusions arguing that the results w e r e driven by spurious correlations. In response, Spicer ( 1 9 8 0 ) stated that Chen and Metcalf misinterpreted the purpose of his study emphasizing that associations, not causal relationships, w e r e being investigated. Ingrain ( 1 9 7 8 ) concluded that the information content of social responsibility disclosures was conditional upon the market segment with which a firm is identified, while Alexander & Buchholz ( 1 9 7 8 ) and Abbott & Monsen ( 1 9 7 9 ) found no significant relationship b e t w e e n a corporation's level of social responsibility activities and stock market performance. Chugh et al. (1978), Trotman & Bradley ( 1 9 8 1 ) and In addition to developing a stakeholder framework for analyzingcorporate soctal responstbflttyacnvities, Ullmann(1985) provides a detailed discussion of prior research m the area SOCIALRESPONSIBILITYDISCLOSURE Mahapatra ( 1 9 8 4 ) concluded that corporate social responsibility activities may lead to increased systematic risk. These studies w e r e c o n d u c t e d prior to Ullmann ( 1 9 8 5 ) and are subject to his criticism that empirical research in corporate social responsibility has not developed a solid theoretical foundatiorL While some studies extended earlier w o r k through methodological improvements or b y sampling from a different population of companies, theoretical advances w e r e not substantial. D e t e r m i n a n t s o f social responsibility activities Cochran & W o o d ( 1 9 8 4 ) used corporate social responsibility rankings developed by Moskowitz ( 1 9 7 2 ) to test the relationship b e t w e e n corporate social responsibility activities and firm performance. After controlling for industry classification and corporate age, a weak, positive association b e t w e e n social responsibility activities and financial p e r f o r m a n c e was found. Mills & Gardner ( 1 9 8 4 ) concluded in their analysis of the relationship b e t w e e n social disclosure and financial p e r f o r m a n c e that companies are m o r e likely to disclose social responsibility expenditures w h e n their financial statements indicate favorable financial performance. C o w e n et al. ( 1 9 8 7 ) examined the relationships b e t w e e n several corporate characteristics and specific categories of social responsibility disclosures. C o m p a n y size, industry classification, profitability, and the presence of a corporate social responsibility c o m m i t t e e w e r e hypothesized as potential influences on corporate social disclosure. The results of a multiple regression analysis concluded, in general, that c o m p a n y size and industry classification are associated with corporate social disclosures. McGuire et al. ( 1 9 8 8 ) used Fortune magazine's ratings of corporate reputations to analyze the relationships between perceived corporate social responsibility p e r f o r m a n c e and financial performance. Prior financial p e r f o r m a n c e of the firms, as measured b y both stock market returns and accounting-based measures, w e r e found to be 597 m o r e closely related to corlx)rate social responsibility than was subsequent financial performance. McGuire et al. ( 1 9 8 8 ) suggested that financial p e r f o r m a n c e may b e a variable influencing social responsibility activities. Conclusions drawn from this stream of empirical research w e r e generally consistent with the theoretical m o d e l developed by Ullmann (1985), but none of the studies provided a comprehensive theory to predict corporate social p e r f o r m a n c e or disclosure. McGuire et al. ( 1 9 8 8 ) reference stakeholder considerations but do not incorporate measures of stakeholder p o w e r or strategic posture into their empirical tests. STAKEHOLDER THEORY The stakeholder concept Freeman ( 1 9 8 4 ) defines a stakeholder as "any group or individual w h o can affect or is affected b y the achievement of the firm's objectives". Stakeholders of the firm include stockholders, creditors, employees, customers, suppliers, public interest groups, and governmental bodies. Ansoff ( 1 9 6 5 ) was the first to use the term "stakeholder theory" in defining the objectives of the firm. A major objective of the firm was to attain the ability to balance the conflicting demands of various stakeholders in the firm. Freeman ( 1 9 8 3 ) categorized the developm e n t of the stakeholder c o n c e p t into a corporate planning and business policy model and a corporate social responsibility model of stakeholder management. The corporate planning and business policy m o d e l of the stakeholder c o n c e p t focuses on developing and evaluating the approval of corporate strategic decisions by groups w h o s e support is required for the corporation to continue to exist. The behavior of various stakeholder groups is considered a constraint on the strategy that is developed b y m a n a g e m e n t to best match corporate resources with its environment. In this model stakeholders are identified as customers, owners, suppliers and public groups and are not adversarial in nature. 598 R. W ROBERTS The corporate social responsibility model of stakeholder analysis extends the corporate planning model to include external influences on the firm that may assume adversarial positions. The adversarial groups are characterized as regulatory or special interest groups concerned with social issues. The corporate social responsibility model allows a strategic planning model to adapt to changes in the social demands of nontraditional p o w e r groups. Freeman ( 1 9 8 3 ) discusses the dynamics of stakeholder influences on corporate decisions. A major role of corporate management is to assess the importance of meeting stakeholder demands in order to achieve the strategic objectives of the firm. As the level of stakeholder p o w e r increases the importance of meeting stakeholder demands increases, also. From Freeman's model, Ullmann ( 1 9 8 5 ) developed a conceptual model of corporate social responsibility activities. Thus, Ullmann provides a conceptual basis for studying corporate social responsibility activities in a stakeholder framework. Ullmann concluded that stakeholder theory provides an appropriate justification for incorporating strategic decision making into studies of corporate social responsibility activities. The Ullmann model is discussed in detail in the next major section of the paper. Applications of stakeholder theory Stakeholder theory has b e e n applied to analytical and empirical analyses of the firm and the environment in which the firm operates. The proposition that stakeholder interests may conflict was tested by Sturdivant (1979). He used a survey to compare the social responsibility attitudes of activist group leaders and corporate managers. As hypothesized, there w e r e significant differences b e t w e e n attitude scores of activists and corporate managers. The scores indicated that activists w e r e stronger in their beliefs that businesses should be responsive to social issues. Sturdivant concluded that corporate management should not necessarily change their beliefs to conform to those of stakeholders, but managers should consider conflicting stakeholder interests w h e n planning corporate strategy. In a study of strategic performance, Chakravarthy ( 1 9 8 6 ) discussed the inadequacy of traditional profitability measures as indicators of strategic performance and p r o p o s e d the use of a stakeholder satisfaction measure. He argued that well-adapted firms (i.e. firms whose strategic performance is considered excellent) realize that co-operation of a firm's multiple stakeholder groups is a "necessary condition for excellence". A Fortune magazine survey of corporate reputations in which stakeholder satisfaction was considered was cited by Chakravarthy as supporting his contention. Cornell & Shapiro ( 1 9 8 7 ) discuss the role of stakeholders other than investors and managers in the d e v e l o p m e n t of a firm's financial policy. They contend that a firm issues "implicit claims" to non-investor stakeholders that must be considered w h e n developing a firm strategy regarding capital structure. Implicit claims, such as uninterrupted service to customers, cannot be separated from a firm's business dealings and impact a firm's total risk (i.e. e x p e c t e d cash flows). Barton et al. ( 1 9 8 9 ) empirically tested Cornell and Shapiro's assertion that stakeholder theory may be used to explain cross-sectional variations in firms' capital structures. Using a diversification strategy variable to p r o x y for a stakeholder construct, they found empirical results consistent with stakeholder predictions. Their research, along with the other studies reviewed, provides evidence that stakeholder theory is a viable approach to predicting and explaining management behavior. ULLMANN'S FRAMEWORK Ullmann ( 1 9 8 5 ) concluded that corporate social responsibility models developed in prior research are misspecified because the relationship of firm strategy to the social responsibility decision has not b e e n incorporated into the empirical tests. He developed a contingency framework for predicting levels of corporate social responsibility activity and disclosure SOCIALRESPONSIBILITYDISCLOSURE based on the stakeholder c o n c e p t formalized b y Freeman (1984). Ullmann's f r a m e w o r k is consistent with the conceptual view of corporate social reporting discussed b y Dierkes & Antal (1985), that publicly disclosed information regarding corporate social responsibility activities provides a basis for dialogue with various business constituencies. Ullmann (1985) presents a three-dimensional model as sufficient to explain almost all correlations a m o n g social disclosure and social and e c o n o m i c performance. Stakeholder p o w e r is discussed as the first dimension of the model, explaining that a firm will be responsive to the intensity of stakeholder demands. A stakeholder's (e.g. owners, creditors, or regulators) p o w e r to influence corporate m a n a g e m e n t is viewed as a function of the stakeholder's degree of control o v e r resources required by the corporation (Ullmann, 1985). The m o r e critical stakeholder resources are to the continued viability and success of the corporation, the greater the expectation that stakeholder demands will be addressed. If social responsibility activities are viewed as an effective m a n a g e m e n t strategy for dealing with stakeholders, a positive relationship b e t w e e n stakeholder p o w e r and social p e r f o r m a n c e and social disclosure is expected. As will be discussed b e l o w evidence suggests that social responsibility activities are useful in developing and maintaining satisfactory relationships with stockholders, creditors, and political bodies. Developing a corporate reputation as being socially responsible, through performing and disclosing social responsibility activities, is part of a strategic plan for managing stakeholder relationships. The second dimension of the m o d e l is the firm's strategic posture toward corporate social responsibility activities. Strategic posture describes the m o d e of response of a company's key decision makers concerning social demands. UUmann dichotomizes strategic posture as active or passive. A c o m p a n y w h o s e managem e n t tries to influence their organization's status with key stakeholders through social responsibility activities possesses an active posture. If a c o m p a n y ' s m a n a g e m e n t is not 599 continuously monitoring its position with stakeholders and is not developing specific programs to address stakeholder influences, then the c o m p a n y is perceived to possess a passive strategic posture. Thus, the m o r e active the strategic posture the greater the e x p e c t e d social responsibility activities and disclosures. The model's third dimension concerns the company's past and current economic performance. The importance placed on meeting social responsibility goals may b e secondary to meeting the e c o n o m i c demands that impact directly on a company's continued viability. Economic p e r f o r m a n c e directly affects the financial capability to institute social responsibility programs. Therefore, given certain levels of stakeholder p o w e r and strategic posture, the better the economic p e r f o r m a n c e of a company, the greater its social responsibility activity and disclosures. THE SOCIAL DISCLOSURE MODEL The empirical tests in this study use measures of stakeholder power, strategic posture toward social responsibility, and economic performance to predict cross-sectional variations in one corporate social responsibility activity J corporate social responsibility disclosure. It is also hypothesized that in constructing the model, a time lag b e t w e e n measures of the explanatory factors and social disclosure is necessary. This lag is necessary due to: ( 1 ) the dynamic nature of strategic planning, ( 2 ) the focus of stakeholder theory on meeting the long-term interests of stakeholders, ( 3 ) the empirical findings of Cowen et al. ( 1 9 8 7 ) and M c G u i r e e t al. (1988), and ( 4 ) the fact that social disclosures relate primarily to past social responsibility activities. The empirical form of the model is: SOCDISI,t = b0 + bl + b2 (PSHI,t-1) + b 3 (lnPACt,t_l) + b4 (DERATIO t,t-1) + b5 (PUBAFF~,t-I) + b6 (FOUNDs,t_,) + b7 (MGRROE~,t_~) + ba (BETA~.t-~) + b9 (AGEt,t-1) + blo (INDEFFt.t-I) + bit (lnSIZEt, t-I) + el, 600 R W ROBERTS where: = i n t e r c e p t terms; = level o f c o r p o r a t e social r e s p o n sibility d i s c l o s u r e for firm i in p e r i o d t; 0 -- p o o r , 1 = g o o d , 2 = excellent; PSH = p e r c e n t a g e o f o w n e r s h i p in firm i h e l d b y m a n a g e m e n t a n d shareh o l d e r s h o l d i n g m o r e t h a n 5% o f c o m m o n s t o c k at p e r i o d t - 1; PAC = d o l l a r s c o n t r i b u t e d b y firm i t o its c o r p o r a t e p o l i t i c a l a c t i o n c o m m i t t e e in p e r i o d t - 1; DERATIO = a v e r a g e d e b t to e q u i t y r a t i o for firm i in p e r i o d t - 1; PUBAFF = a v e r a g e n u m b e r o f c o r p o r a t e p u b l i c affairs staff m e m b e r s e m p l o y e d b y firm i in p e r i o d t - 1; FOUND = s p o n s o r s h i p o f a p h i l a n t h r o p i c f o u n d a t i o n b y firm i in p e r i o d t - 1; FOUND = 1 if a c o r p o r a t e p h i l a n t h r o p i c f o u n d a t i o n exists. O t h e r w i s e , FOUND = 0; MGRROE --- a v e r a g e annual c h a n g e in r e t u r n o n e q u i t y for firm i in p e r i o d t - I; BETA -- m a r k e t m o d e l m e a s u r e o f system a t i c risk for firm i at p e r i o d t - 1; AGE = age o f c o r p o r a t i o n at p e r i o d t - 1; INDEFF -- p r e s e n c e o f firm i in a h i g h profile i n d u s t r y at p e r i o d t - 1; INDEFF = 1 if a c o r p o r a t i o n is p a r t o f a h i g h profile industry. O t h e r w i s e , INDEFF = 0; SIZE = a v e r a g e r e v e n u e s o f firm i in p e r i o d t - 1. bo, b l SOCDIS In t h e e m p i r i c a l tests, p e r i o d t r e p r e s e n t s t h e y e a r s 1 9 8 4 - 1 9 8 6 . F o r t h e i n d e p e n d e n t variables PSH, BETA, AGE, a n d INDEFF, t -- 1 r e p r e s e n t s 1984. F o r PAC, DERATIO, MGRROE, a n d SIZE, t - 1 r e p r e s e n t s t h e y e a r s 1 9 8 1 1984. T h e p e r i o d t - 1 r e p r e s e n t s t h e y e a r s 1 9 8 3 - 1 9 8 4 for t h e variables PUBAFF a n d FOUND. 2 L o g a r i t h m i c t r a n s f o r m a t i o n s o f t h e variables PAC a n d SIZE a r e u s e d w h e n estimating t h e social d i s c l o s u r e m o d e l . T h e transform a t i o n is p e r f o r m e d b e c a u s e variables w i t h o b s e r v a t i o n s that are large in a b s o l u t e a m o u n t s c a n o v e r w h e l m o t h e r variables d u r i n g t h e logistic r e g r e s s i o n i t e r a t i o n p r o c e s s . A c o m p l e t e d e s c r i p t i o n o f t h e variables u s e d in t h e m o d e l is p r e s e n t e d in T a b l e 1. D e p e n d e n t variable T h e d e p e n d e n t v a r i a b l e for t h e social disc l o s u r e m o d e l ( S O C D I S ) is a d a p t e d f r o m an e x t e n s i v e analysis o f t h e social r e s p o n s i b i l i t y activities o f 130 m a j o r c o r p o r a t i o n s that w a s p u b l i s h e d b y t h e C o u n c i l o n E c o n o m i c Priorities ( C E P ) in 1986. T h e CEP analysis r e s u l t e d in a rating of each corporation's level of disclosure o f social r e s p o n s i b i l i t y activities f r o m 1984 to 1986. This extensive search b y the CEP involved: ( 1) direct communication with each company, ( 2 ) a r e v i e w o f c o r p o r a t e a n n u a l r e p o r t s , 10K r e p o r t s , a n d p r o x y s t a t e m e n t s , ( 3 ) an i n - d e p t h s t u d y o f n e w s p a p e r s , magazines, a n d o t h e r p u b l i c a t i o n s , a n d ( 4 ) an analysis o f s e c o n d a r y i n f o r m a t i o n s o u r c e s s u c h as The Taft Corporate Giving Directory, the N a t i o n a l Directory o f Corporate Charity, and the National Data Book. T h e CEP e v a l u a t e d e a c h c o r p o r a t i o n ' s social disclosure performance and a rating of a = e x c e l l e n t , c = g o o d , o r f -- p o o r w a s d e t e r m i n e d . If a c o r p o r a t i o n i n c l u d e d in t h e s a m p l e r e c e i v e d an "a" rating f r o m t h e CEP, t h e d e p e n d e n t v a r i a b l e SOCDIS is set e q u a l to 2. If a c o m p a n y r e c e i v e d a CEP r a t i n g o f "c", SOCDIS is set e q u a l t o 1, a n d for an "f" r a t i n g SOCDIS is set e q u a l t o 0. W i s e m a n ( 1 9 8 2 ) f o u n d significant d i s c r e p a n c i e s b e t w e e n s o m e c o r p o r a t e social d i s c l o s u r e s a n d a c t u a l c o r p o r a t e social r e s p o n s i b i l i t y activities. This l e d U l l m a n n ( 1 9 8 5 ) t o c o n c l u d e t h a t voluntary corporate disclosures should not be u s e d as p r o x i e s for social r e s p o n s i b i l i t y performance. By evaluating m a n y alternative sources 2The National Directory of Corporate Public Affairs is the source for data relating to the variables PUBAFFand FOUND This directory was not pubhshed before 1983. Therefore, PUBAFFand FOUND are limtted to two years of data SOCIAL RESPONSIBILITYDISCLOSURE 601 TABLE 1. Description of variables Variable name (expected sign) Dependent variable SOCDIS (n a.) Independent vartables Stakeholder power PSH (--) Description Data source Evaluatton of corporate social disclosures 1984-1986 SOCDIS Council on = 0 ff disclosure is poor, 1 if good, 2 if excellent Economic Prioritms % of corporatton owned by management and by individual Proxy statements shareholders owning more than 5% of outstanding shares in 1984 PAC ( + ) Natural log of the dollars contributed by corporate PACs to pohttcal campaigns 1981-1984 Council on Economic Priorittes DERATIO ( + ) Average debt to equity ratio 1981-1984 Compustat Average size of corporate pubhc affairs staff 1983-1984 National Directory of Corporate Public Affairs Strategm posture PUBAFF( + ) FOUND ( + ) Economic performance MGRROE ( + ) FOUND = 1 if corporatton sponsors a phdanthroptc foundation National Directory in 1983 & 1984, else FOUND = 0 of Corporate Public Affairs Average annual change m return on eqmty 1981-1984 Compustat Beta for 1984 computed using market model voth 60 month esttmatton period Compustat Age of corporation m 1984 Compustat IN'DEFT( + ) INDEFF = 1 if corporation ts in the automobile, airline, or oil industry, else INDEFF = 0 council on Economic Pnoritms SIZE ( + / - ) Natural log of average revenues 1981-1984 Compustat BETA ( - ) Control variables AGE ( + ) to c o r r o b o r a t i v e e v i d e n c e r e g a r d i n g c o r p o r a t e social d i s cl o s u r e , t h e CEP ratings p r o v i d e an i m p r o v e d measure of both the level and the reliability o f c o r p o r a t e social r e s p o n s i b i l i t y disclosure. Independent variables T h e i n d e p e n d e n t variables u s e d in t h e e m p i r ical tests r e p r e s e n t t h e l e v e l o f s t a k e h o l d e r p o w e r , t h e s t r a t e g ic p o s t u r e t o w a r d social r e s p o n s i b i l i t y activities, o r t h e e c o n o m i c perf o r m a n c e o f a corporation. T h e p r o x i e s s e l e c t e d to r e p r e s e n t t h e s e h y p o t h e s i z e d i n f l u e n c e s o n c o r p o r a t e social r e s p o n s i b i l i t y d i s c l o s u r e s are d i s c u s s e d in this s e c t i o n . Stakeholder pow e r variables, T h r e e stakeh o l d e r p o w e r variables are i n c l u d e d in t h e social d i s c l o s u r e m o d e l . T h e v a r i a b l e PSH represents the potential stakeholder power of passive i n v e s t o r s (i.e. s t o c k h o l d e r s ) . T h e variable PAC p r o v i d e s a m e a s u r e o f g o v e r n m e n t a l (i.e. political, legislative, o r r e g u l a t o r y ) risks f a c e d b y c o r p o r a t i o n s an d DERATIO p r o x i e s for p o t e n t i a l c r e d i t o r influences. T h e r a t i o n a l e for t h e s e l e c t i o n o f t h e s e p r o x i e s an d t h e i r relationship to c o r p o r a t e social responsibility disclosures is p r e s e n t e d b e l o w . Stockholder power Keirn ( 1 9 7 8 a ) s t a t e d that as the distribution of ownership of a corporation b e c o m e s less c o n c e n t r a t e d , t h e d e m a n d s p l a c e d o n t h e c o r p o r a t i o n b y share o w n e r s b e c o m e s b r o a d e r . D i s p e r s e c o r p o r a t e o w n e r s h i p , especially b y i n v e s t o r s c o n c e r n e d w i t h c o r p o r a t e social activities (e.g. social responsibility mutual funds, c h u r c h an d c i v i c p e n s i o n plans, and et h i cal i n v e s t o r s ) , h e i g h t e n s p r e s s u r e for 602 IZ w. ROBERTS management to disclose social responsibility activities (Ullmann, 1985). The variable PSH represents the percentage of outstanding comm o n stock held by corporate management and b y other individuals w h o o w n 5% or m o r e of the stock. Following from Keim and Ullmann, it is hypothesized that the wider the dispersion of corporate ownership the better the corporation's social responsibility disclosures. Thus, an inverse relationship is predicted b e t w e e n PSH and the dependent variable SOCDIS. Governmental and regulatory influences. Freeman ( 1 9 8 4 ) discussed the role of legislative bodies as corporate stakeholders. Watts & Z i m m e r m a n ( 1 9 7 8 ) developed a political costs hypothesis to argue that corporations employ social responsibility activities to reduce the risk of governmental intrusions, such as regulation, that may adversely affect firm value. The political costs hypothesis and the stakeholder c o n c e p t both recognize the ability of governm e n t to have an impact on corporate strategy and performance. Thus, government can be viewed as a corporate stakeholder whose interests must be addressed b y management. Higher levels of perceived governmental influence on corporate activity would be expected to lead to a greater effort by management to m e e t expectations of government. Social responsibility disclosures may be used by management as a strategy designed to satisfy g o v e r n m e n t demands. Prior accounting research has relied on a corporate size variable to p r o x y for the impact of political activity on corporate strategy. Size has b e e n criticized as a p r o x y for political exposure because it is correlated with many other corporate characteristics. This study uses corporate political action c o m m i t t e e contributions from 1 9 8 1 - 1 9 8 4 as an indicator of g o v e r n m e n t stakeholder power. Corporate political activity has b e e n described as a set of managerial decisions designed to increase the firm's competitive advantage in the political arena, and political action c o m m i t t e e contributions have b e e n specifically discussed as a major type of strategy (Keim & Zeithaml, 1986; Keim & Baysinger, 1988). Keim & Zardkoohi ( 1 9 8 8 ) concluded that political action c o m m i t t e e contributions may serve as protection against future political risks or to influence enactment of favorable legislation. In an analysis of environmental regulation, Hahn ( 1 9 9 0 ) concluded that environmental policy decisions result from a struggle b e t w e e n key interest groups and specified industry influences as a critical comp o n e n t in the process. Hahn's conclusions provide further support for a comprehensive approach to analyzing pollution control expenditures and corporate social responsibility activities. These studies in corporate political activity and environmental regulation infer that corporate political action c o m m i t t e e contributions result from a corporate strategy designed to manage political risks. It follows that relatively larger amounts of corporate political action c o m m i t t e e contributions result from managem e n t perceptions of higher regulatory and political pressure, and that social responsibility disclosures will m o r e likely be of interest to regulatory agencies and political groups. Thus, it is hypothesized that PAC is directly related to the d e p e n d e n t variable SOCDIS. Creditor influences. Creditors control access to financial resources that may be necessary for the continued operation of a corporation. Ullmann ( 1 9 8 5 ) posited that if a corporation perceives stakeholders as concerned with social responsibility activities the corporation will have greater incentives to disclose its activities. Stakeholder analysis has b e e n used in prior research to explain corporate decisions regarding financial policies (Cornell & Shapiro, 1987; Barton et al., 1989). The analyses concluded that capital structure decisions are part of an overall corporate stakeholder strategy and that creditors are important stakeholders whose influences should be managed. It follows that the greater the degree to which a corporation relies on debt financing to fund capital projects, the greater the degree to which corporate management would be e x p e c t e d to respond to creditor expectations SOCIALRESPONSIBILITYDISCLOSURE concerning a corporation's role in social responsibility activities. To test the hypothesis that the level of c o r p o r a t e social responsibility disclosure is directly related to the degree to which a corporation is leveraged, the variable DERATIO is included in the social disclosure model. DERATIO is defined as the corporation's average d e b t to equity ratio for 1981 to 1984. The debt to equity ratio is chosen as a measure of creditor stakeholder p o w e r because it captures the i m p o r t a n c e of creditors as stakeholders relative to equity investors. DERATIO is e x p e c t e d to have a direct relationship to the level of c o r p o r a t e social disclosure. Strategic posture variables. Hatten et al. ( 1 9 7 8 ) define corporate strategy as relating to the goals and objectives of the firm regarding the p r o d u c t s it offers, the markets it will serve, and the e n v i r o n m e n t in w h i c h it will operate. B o w m a n & Haire ( 1 9 7 5 ) discussed corporate social responsibility from a strategic posture perspective. Ullmann ( 1 9 8 5 ) discusses the role of strategy in defining h o w a corporation may respond to social demands. An active strategic posture toward social demands is e x p e c t e d to result in greater social responsibility activities. 3 T w o variables included in the social disclosure model to test the relationship b e t w e e n strategic posture toward social responsibility disclosure and the level of corporate social responsibility disclosures are discussed below. Public affairs staff. Corporate public affairs departments are developed to initiate and m o n i t o r c o r p o r a t e policy regarding public relations, community affairs, governmental affairs, and issues m a n a g e m e n t (Marcus & Kaufman, 1988). Marx ( 1 9 9 0 ) and Blair ( 1 9 8 6 ) emphasized the importance of integrating public affairs m a n a g e m e n t into corporate strategic planning decisions. Due to corporate public affairs departments' success in helping maintain com- 603 petitive advantages, the public affairs function has b e e n legitimized and corporate support increased (Marcus & Kaufman, 1988). Public affairs activities are designed to build long-term rapport and goodwill with various stakeholders, and to p r o t e c t or enhance revenues by controlling business and political risks. Given h o w prior studies have defined the mission of corporate public affairs departments, it follows that corporations that assume an active strategic posture toward social responsibility activities would establish and support a public affairs staff. The hypothesis that corporations with relatively larger public affairs departments will have higher levels of social responsibility disclosure is tested through the variable PUBAFF. PUBAFF represents the average size of the corporation's public affairs staff during 1983-1984. Philanthropic foundation. Corporate contributions to charity are generally considered social responsibility activities (Rosebush, 1987). Navarro ( 1 9 8 8 ) developed a formal structural model in which corporate contributions to charity are also consistent with a profit maximization objective. Profit motives consistent with charitable giving include: ( 1 ) p r o m o t i o n of the firm's image in order to help insulate the firm from unfavorable tax or regulatory policies; ( 2 ) educational support in order to increase the long-run labor supply of skilled employees; ( 3 ) an increase in goodwill support by customers; and ( 4 ) other promotional considerations that may reduce operational and capital costs (Navarro, 1988). The motives presented above describe anticipated responses from key stakeholders w h e n information concerning corporate charitable contributions is disclosed. Rosebush ( 1 9 8 7 ) argued that charitable contributions are m o r e effective w h e n the strategy for corporate giving is organized and well executed. Corporate sponsored phil- 3As a revtewer pointed out, an "active" strategic posture toward social responsibility could imply an overt pohcy of minimizing corporate social activities. I use the term "acttve strategic posture" to define a corporate strategy m whtch the corporation portrays a positive stance toward social responsibility actavities 604 R W ROBERTS anthropic foundations are established for this specific purpose. Because corporate charitable giving can be considered a strategic tool for managing stakeholders and organized giving provides an effective method for monitoring this activity, the existence of a corporate sponsored charitable foundation is used as a measure of corporate strategic posture towards social responsibility disclosure. The independent variable FOUND equals one if the firm sponsors a foundation during 1 9 8 3 - 1 9 8 4 and is expected to be directly related to a corporation's level of corporate social responsibility disclosure. E c o n o m i c p e r f o r m a n c e variables. Belkaoui (1976), Ingram (1978), Mahapatra (1984), McGuire et aL ( 1 9 8 8 ) and others have empirically tested the relationship between corporate social disclosure and economic performance. While some of the tests have controlled for firm size, industry classification, or systematic risk, the social disclosure/economic performance association has not been investigated empirically in a comprehensive social disclosure framework. In this study, an accounting-based measure (MGRROE) and a stock-market-based measure (BETA) of economic performance are employed to test the impact of prior economic performance on a company's level of corporate social responsibility disclosure. Return on equity. Sustained growth in economic returns to equity investors is a primary goal that is c o m m o n to all corporate managers. Trends in earnings-based measures of economic performance, such as return on equity, are frequently used in evaluating the performance of corporate officers. Given that in periods of low profitability economic demands take priority over discretionary social responsibility expenditures, satisfactory financial performance has a definite influence on the level of support top corporate decision makers can commit to future social responsibility activities (Ullmann, 1985). Thus, stakeholder theory predicts a positive association between accounting-based measures of prior economic performance and corporate levels of social responsibility disclosure. The average annual percentage change in a firm's return on equity from 1981 through 1984 (MGRROE) is included in the social disclosure model to test for this positive relationship. Systematic risk. Systematic risk is defined as the covariance between returns on a risky asset (e.~ a corporation's c o m m o n stock) and market portfolio, divided by the variance of the market portfolio (Copeland & Weston, 1983). Corporations that have low measures of systematic risk are expected to have higher levels of social responsibility activities for at least two reasons. First, corporations exhibiting low systematic risk have a more stable pattern of stock market returns. Given that economic considerations influence corporate decision makers regarding social responsibility activities, stable economic performance should enhance a corporation's ability to commit to involvement in social responsibility endeavors. Second, because research suggests that social responsibility activities may improve a firm's access to capital and increase employee morale and productivity (Moskowitz, 1972; McGuire et al., 1988), market participants may view socially responsible firms as better managed and, thus, less risky. Disclosures of social responsibility activities would then provide information that the market uses in establishing firm value. For the reasons stated above, corporations with low systematic risk are expected to have higher levels of corporate social responsibility disclosure. A measure of a firm's systematic risk (BETA) is included in the estimation of the social disclosure model. It is expected that BETA is inversely related to SOCDIS. Control variables. Results of prior studies have found significant relationships between company size, the age of a corporation, industry classification, and social responsibility activities. While no theory was forwarded to explain these empirical associations, prior research suggests that corporate size, industry classification and corporate age are likely to act as intervening variables and should be controlled SOCIALRESPONSIBILITYDISCLOSURE for in empirical tests (Cochran & Wood, 1984; Ullmann, 1985; C o w e n et al., 1987). In addition, arguments can be made that corporate age and industry classification represent some aspect of stakeholder power, strategic posture, and/or e c o n o m i c performance. Age. As a corporation matures, its reputation and history of involvement in social responsibility activities can b e c o m e entrenched. 4 Stakeholder expectations regarding sponsorship and involvement could make any drastic change in corporate strategy very costly. Sponsorship withdrawal could signal to stakeholders that the corporation expects financial or managerial disturbances. The age of each corporation in 1984 is included in the model through the variable AGE and is expected to be directly related to SOCDIS. 5 Industry classificatior~ Industry classifications used in prior research may have captured some systematic relation between broad industry characteristics, such as intensity of competition, consumer visibility, or regulatory risk, and social responsibility activities. Studies have used samples from the metals, oil, chemical, electronic computing, food processing, airline, and numerous other industries in analyses of corporate social disclosures either because of data availability or because of a perception that the particular industry faced unique social pressures. In this study, as in prior studies, the approach to controlling for possible industry effects is rather a d hoc. Of the seven industries included in the sample used in this study, the automobile, airline, and oil industries have the most intuitive appeal as industries with consumer visibility, a high level of political risk, and concentrated, intense competition. Thus, if a sample c o m p a n y is identified with one of these 605 high profile industries, the variable INDEFF is set equal to one. If a company belongs to the food, health and personal products, hotel, or appliance and household products industry, INDEFF is set equal to zero. Corporations in high profile industries are expected to have higher levels of social responsibility disclosures. Company size. Company size has been suggested in several studies as a correlate of the level of corporate social responsibility activity. These studies posited that corporate size w o u l d be related to social responsibility activities because larger companies are more likely to be scrutinized by both the general public and socially sensitive special interest groups. In addition, larger companies ( 1 ) may have more shareholders interested in corporate social activity, and ( 2 ) are more likely to use formal communication channels to relate results of social endeavors to interested parties ( C o w e n et al., 1987). Although Ullmann ( 1 9 8 5 ) does not incorporate company size into his stakeholder framework, variables used to represent stakeholder p o w e r or strategic posture dimensions (e.g. size of public affairs staff, dollars contributed to corporate political action committees) may be correlated with company size. To control for possible corporate size effects, the variable SIZE is included in the logistic regression. SIZE is defined as the corporation's average revenues during 1981-1984. SAMPLE SELECTION AND DESCRIPTION Companies used to estimate the social disclosure model are drawn from 130 major corporations that were investigated in 1984, 1985 and 1986 by the Council on Economic 4 Navarro (1988) uses Texaco's sponsorshtp of the Metropolitan Opera broadcasts and AT & T's support of the pubhc affairs program, the MacNeil--LehrerNews Hour, as examples of well-known corporate sponsorshtp 5A precise measure for the age of a corporation ts difficult due to the posstbthty of mergers, reorgamzations, and/or signLtiCant changes in business activltmS. The Compustat measure supplies a conststent applicataon of an age calculation method 606 R W. ROBERTS Priorities (CEP). The CEP studies focus o n large F o r t u n e 500 c o m p a n i e s because, in general, t h e s e c o m p a n i e s are influential i n establishing c o r p o r a t e t r e n d s i n t h e social r e s p o n s i b i l i t y area. Seven industry categories w e r e represented: ( 1 ) the a u t o m o b i l e industry, ( 2 ) the food industry, ( 3 ) t h e h e a l t h a n d p e r s o n a l care industry, ( 4 ) the airline industry, ( 5 ) the oil industry, ( 6 ) t h e h o t e l industry, a n d ( 7 ) the a p p l i a n c e a n d h o u s e h o l d p r o d u c t s industry. T h e results o f t h e i r s t u d y w e r e p u b l i s h e d in a book entitled R a t i n g America's Corporate C o n s c i e n c e ( 1 9 8 6 ) . Previous CEP r e p o r t s have b e e n u s e d e x t e n s i v e l y i n social r e s p o n s i b i l i t y r e s e a r c h (Spicer, 1978; C h e n & Metcalf, 1980; Shane & Spicer, 1983). This s t u d y is the first to use the 1986 CEP r e p o r t i n e v a l u a t i n g levels of c o r p o r a t e social disclosure. As discussed previously, the CEP investigators rated t h e level of c o r p o r a t e social r e s p o n s i b i l i t y disclosures for each c o m p a n y i n c l u d e d i n t h e i r study. Data for the d e p e n d e n t variable i n the social disc l o s u r e m o d e l (SOCDIS) w e r e t a k e n from the 1986 CEP report. I n a d d i t i o n to the i n f o r m a t i o n p r o v i d e d b y the CEP, financial a n d o w n e r s h i p data w e r e r e q u i r e d to test the social d i s c l o s u r e model. Financial s t a t e m e n t i n f o r m a t i o n was t a k e n from t h e 1981, 1982, 1983, a n d 1984 COMPUSTAT files and used to calculate the variables DERATIO, MGRROE, AGE, a n d SIZE. T h e m o n t h l y stock p r i c e data n e c e s s a r y to c o m p u t e a m e a s u r e of TABLE 2 Descriptive statistics for independent variables by level of social responstbihty disclosure Part A: Continuous variables Independent variables Variable name Companies with poor Companies voth good Compantes with excellent soctal disclosure soctal disclosure social disclosure (n = 14) (n = 40) (n = 26) Mean S.D Mean S.D. Mean S.D Percentage of ownership held PSH 17 488 by management and principal shareholders m 1984 Contributions to corporate PAC 57,652 politmal action committee for 1981-1984 ($) Average debt/equtty ratio for DERATIO 1.719 1981-1984 Number of pubhc affairs staff PUBAFF 8.731 members m 1984 Average growth m return on MGRROE --22.519 equity for 1981--1984 (%) Market model measure of BETA 0.860 systematic rtsk (beta) in 1984 Age of corporation from AGE 53.346 reception to 1984 (years) Average revenues 1981-1984 SIZE 5500 4 (million $) 26.943 11.659 16.403 9.417 16.588 85,292 89,221 65,854 83,982 88,149 1 395 0.941 1 767 1.967 5 108 10 332 14 143 8.465 14.188 12.642 131 352 7918 20.920 27 835 111 032 0 338 0.715 0 299 0 693 0.293 25.197 65.785 28.412 71 075 23 314 9482 6 13,271.0 17,O75.4 10,479.4 19,665.4 Part B: Indicator variables Independent variables Corporate sponsor of a philanthropic foundation High profile industry status Vataable name Companies voth poor Compames with good Companies with excellent social disclosures social disclosures social disclosures (n = 26) (n =- 14) (n = 40) Number (%) Number (%) Number (%) FOUND 8 (31) 11 (79) 29 (73) INDEFF 11 (42) 8 (57) 20 (50) SOCIALRESPONSIBIUTYDISCLOSURE 607 TABLE 3 Pearson correlation coeflioents PSH* PAC DERATIO PUBAFF FOUND MGRROE BETA AGE INDEFF SIZE SOCDIS PSH PAC - 0 172t (O 12) 0 172 (0 12) 0037 (0.73) 02O6 (006) 0361 (001) 0203 (007) -0231 (003) O 303 (001) OO61 (0.59) 0.120 (0.29) --0 226 (0o4) 0083 (045) -O269 (002) -0031 (0.78) 0097 (0 38) 0390 (0.01) -O 020 (085) -0.003 (097) -0.274 (001) 0086 (0.44) 0356 (0.01) 0138 (0.22) -0312 (001) 0036 (074) - 0 029 (079) 0.012 (091) 0.386 (001) DERATIO PUBAFF FOUND MGRROE BETA -0.090 (043) --0220 (0o5) -0.105 (035) 0286 (001) - 0 184 (0.10) - 0 108 (0.34) -0O89 (043) 0.256 (002) -0036 (074) -0058 (061) 0 163 (0 14) - 0 190 (009) 0 727 (0.01) 0 161 (0.15) --0 176 (0 11) 0 216 (005) --O 173 (0 12) 0 156 (0 17) --O.O64 (0.56) 0 033 (0.76) --0 041 (072) --0 101 (0.37) -0.152 (0 17) -0.144 (020) -0.155 (0 17) AGE INDEFF - 0 142 (0.21) 0 177 (0.12) - 0 104 (0 36) * See Table 1 for a complete description of the variables. t The top number represents the degree of correlation and the bottom number represents the level of slgmficance each firm's systematic risk (BETA) was t a k e n from the COMPUSTAT files, also. T h e data for t h e variable PSH w e r e g a t h e r e d f r o m each c o m p a n y ' s 1984 p r o x y statements, and the 1986 CEP report c o n t a i n e d the information necessary for t h e variables PAC a n d INDEFF I n f o r m a t i o n for PUBAFF and FOUND c a m e from the National Directory o f Corporate Public Affairs ( C l o s e & Colgate, 1983, 1984). O f t h e 130 c o r p o r a t i o n s profiled b y t h e CEP, 8 0 m e t the data r e q u i r e m e n t s o f the study. T w e n t y - s i x o f the c o m p a n i e s i n c l u d e d i n t h e s a m p l e w e r e r a t e d b y the CEP as h a v i n g p o o r social disclosure. F o u r t e e n of t h e c o m p a n i e s r e c e i v e d g o o d social d i s c l o s u r e ratings and 40 c o m p a n i e s w e r e rated as excellent. T a b l e 2 p r e s e n t s the d e s c r i p t i v e statistics for the i n d e p e n d e n t variables for each c a t e g o r y of social disclosure. T a b l e 3 p r e s e n t s the bivariate c o r r e l a t i o n s b e t w e e n the CEP e v a l u a t i o n of c o r p o r a t e social d i s c l o s u r e a n d m e a s u r e s of s t a k e h o l d e r p o w e r , strategic p o s t u r e t o w a r d social r e s p o n s i b i l i t y activities, e c o n o m i c perf o r m a n c e , a n d c o n t r o l variables. All bivariate c o r r e l a t i o n s b e t w e e n SOCDIS a n d the i n d e p e n d e n t variables possess the e x p e c t e d sign. T h e strategic p o s t u r e variables PUBAFF and FOUND, the e c o n o m i c performance variables MGRROE a n d BETA, a n d the c o n t r o l variable AGE are all significantly c o r r e l a t e d ( p value < 0 . 1 0 ) w i t h the d e p e n d e n t variable. C o r r e l a t i o n s b e t w e e n i n d e p e n d e n t variables p r o v i d e n o i n d i c a t i o n that an u n a c c e p t a b l e level of m u l t i c o l l i n e a r i t y is p r e s e n t i n t h e data. Farrar & G l a u b e r ( 1 9 6 7 ) c o n c l u d e d that harmful levels of m u l t i c o l l i n e a r i t y w e r e n o t p r e s e n t u n t i l bivariate c o r r e l a t i o n s r e a c h e d 0.8 o r 0.9. I n this s t u d y n o c o r r e l a t i o n s b e t w e e n i n d e p e n d e n t variables r e a c h this level, h o w e v e r , the c o r r e l a t i o n b e t w e e n c o m p a n y size (SIZE) a n d the n u m b e r of public affairs p e r s o n n e l (PUBAFF) is 0.727. T o f u r t h e r test for p o t e n t i a l multic o l l i n e a r i t y p r o b l e m s a n OLS r e g r e s s i o n was u s e d to g e n e r a t e v a r i a n c e inflation factors for the i n d e p e n d e n t variables i n the social disc l o s u r e model. M a r q u a r d t ( 1 9 7 0 ) c o n c l u d e d that m u l t i c o l l i n e a r i t y is a p o t e n t i a l p r o b l e m if a 6O8 R W. ROBERTS TABLE 4 Logtsttc regression results for the soctal responmbfllty dtsclosure mode l Dependent variable = ratmg of corporate social responsibility disclosures for 1 9 8 4 - 1 9 8 6 Independent variable Variable name Expected sign Parameter estimate Standard error Percentage of own ershtp held by m a n a g e m e n t and p n n c t p a l shareholders for 1984 PSH -- --0 013 O 015 0 74 Cojntrlbutmns to corporate political actton c o m m i t t e e for 1981-1984 PAC + 0 058 0 033 3.02** Average debt/equity ratio for 1981-1984 DERATIO + 0.166 0 105 2 51" Corporate p u b h c affatrs staff m e m b e r s m 1984 PUBAFF + 0.048 0 038 1 63 ° Corporate sponsor of a philanthropic foundation FOUND + 1 255 0 545 5 30*** MGRROE + 0 007 0 004 3 41 ** Market mo del measure of systematic rtsk ( b e t a ) for 1984 BETA - --1 118 0 872 1 64* Age of corporation since inceptton as of 1984 AGE + 0 030 0 O11 7 63*** Average g r o w t h m r eturn on equity for 1 9 8 1 - 1 9 8 4 High profile mdustry status Average rev enues 1 9 8 1 - 1 9 8 4 Cht-square stat~stm INDEFF + 1 033 0 548 3 55** SIZE +/- - 0 413 0 330 1 56 bo n.a 0 931 2 613 0 13 bl n.a - 0 132 2 611 0 O0 Model chvsq uare = 34.29 w i t h 10 d f., stgnificant at less than the 0.001 level; R = 0 296 One-tailed tests ( e x c e p t for intercept terms): *** significant at 0 O1 level; ** stgntficant at 0.05 level, *stgntficant at 0 10 level variance inflation factor exceeds 10.0. In this analysis, the variance inflation factors for the SIZE and PUBAFF variables were 2.33 and 2.36, respectively. The OLS findings mitigate, to some extent, multicollinearity concerns. ANALYSIS OF THE RESULTS Estimation o f the social disclosure m o d e l The empirical model was estimated using logistic regression and is significant at the 0.001 level with a Chi-square score statistic of 34.29. The coefficient of correlation for the logistic regression (R) is 0.296 and is interpreted in a manner similar to that in OLS regression. The estimation of the model is presented in Table 4. As can be seen by analyzing Table 4, all three stakeholder p o w e r variables (PSH, PAC, and DERATIO) possess the expected signs. PAC is significant at the 0.05 level and DERATIO at the 0.10 level. The strategic posture variables (PUBAFF and FOUND) have the expected positive relationships to levels of corporate social disclosure, with PUBAFF significant at the 0.10 level and FOUND significant at the 0.01 level. MGRROE and BETA, the economic performance variables, are significantly related to SOCDIS at the 0.05 and O.10 level, respectively. Of the model's three control variables, AGE and IND have the expected positive relationship to SOCDIS and are significant at the 0.01 and 0.05 level. MSALES possesses a negative sign and is not significant. SOCIALRESPONSIBILITYDISCLOSURE Discussion o f research findings The results of the empirical tests are of interest for several reasons. First, the significance of the m o d e l provides evidence that stakeholder theory is an appropriate foundation for empirical analyses of corporate social disclosure and that factors other than e c o n o m i c p e r f o r m a n c e are important in social responsibility disclosure research. Second, the results support the argument that current period levels of social responsibility disclosure relate to prior period measures of e c o n o m i c performance, stakeholder power, and strategic posture tow a r d social responsibility activities. Also, the significance of individual variables supports arguments regarding relationships between social disclosures and specific empirical measures of Ullmann's constructs. Given that prior research views corporate political action c o m m i t t e e contributions as a major part of corporate political strategy (Keim & Zeithaml, 1986; Keim & Baysinger, 1988), the significance of PAC suggests that corporations confronted with a high level of political e x p o s u r e are m o r e likely to disclose social responsibility activities. It suggests that social responsibility disclosures and political action c o m m i t t e e contributions may be aspects of an overall corporate strategy for managing government stakeholders. The significance of DERATIO c o m p l e m e n t s the empirical findings of Barton et aL (1989) regarding stakeholder considerations in planning corporate financial policy. In addition, it supports the contention that social responsibility disclosures may be viewed b y m a n a g e m e n t as a way to m e e t certain creditor stakeholder expectations. The lack of significance for the stockholder p o w e r variable PSH does not support the proposition that widespread stock ownership increases corporate incentives to make social responsibility disclosures. The finding that dispersion of stock ownership is not significantly related to the level of social disclosure may b e explained by limitations of the PSH measure. O t h e r measures of dispersion of stock ownership could p r o d u c e a different outcome. The significance of the strategic posture 609 variables representing corporate sponsorship of a philanthropic foundation (FOUND) and the size of the corporation's public affairs departm e n t (PUBAFF) implies that an active posture toward social responsibility leads to greater levels of social disclosure. This finding supports arguments forwarded in the fifth section that w e r e based on Rosebush ( 1 9 8 7 ) and Navarro (1988). The results also indicate that corporations exhibiting relatively strong e c o n o m i c performance in prior periods, as measured by growth in return on equity (MGRROE), are m o r e likely to have high current levels of social disclosure. This is consistent with Ullmann's notion that acceptable levels of e c o n o m i c performance are necessary before c o m p a n y resources will be devoted to meeting social demands. The significant, negative relationship found b e t w e e n the level of corporate social disclosure and systematic risk (BETA) provides evidence that companies with less stable patterns of stock market returns are relatively less likely to c o m m i t resources to social activities. The results of this study concerning the relationship b e t w e e n e c o n o m i c performance, systematic risk, and social responsibility disclosure also support the empirical findings of McGuire et aL (1988). Suggestions that corporate age and industry classification may act as intervening variables in empirical tests regarding social responsibility activities are supported by the results presented in this study (Ullmann, 1985; Cochran & Wood, 1984). These findings may be explained in part by the arguments that age and industry status are macro-level proxies for aspects of stakeholder power, strategic posture toward social responsibility, or e c o n o m i c performance. Additional w o r k is needed to improve our understanding of the empirical associations b e t w e e n corporate age and industry classification and levels of social disclosure. CONCLUSIONS AND LIMITATIONS The p u r p o s e of this study was to empirically test a stakeholder theory analysis of the deter- 610 1L W ROBERTS m i n a n t s o f c o r p o r a t e social r e s p o n s i b i l i t y disclosure. The empirical results support a stakeholder t h e o r y a p p r o a c h to analyzing c o r p o r a t e social d e c i s i o n s a n d a r e c o n s i s t e n t w i t h t h e framework developed by Ullmann (1985). T h e r e s u l t s o f this s t u d y p r o v i d e s t r o n g evidence that applications of stakeholder t h e o r y t o e m p i r i c a l c o r p o r a t e social r e s p o n sibility r e s e a r c h c a n m o v e f u t u r e r e s e a r c h in this a r e a b e y o n d a d h o c analyses r e l a t i n g c o r p o r a t e social responsibility actions to s e l e c t e d corporate characteristics. Stakeholder theory f o r m s a t h e o r e t i c a l f o u n d a t i o n in w h i c h t o analyze t h e i m p a c t o f p r i o r e c o n o m i c perf o r m a n c e , s t r a t e g i c p o s t u r e t o w a r d social res p o u s i b i l i t y activities, a n d t h e i n t e n s i t y o f s t a k e h o l d e r p o w e r o n levels o f c o r p o r a t e social d i s c l o s u r e . T h e e m p i r i c a l results m a y e n h a n c e t h e d e s c r i p t i v e p o w e r o f f u t u r e m o d e l s des i g n e d t o p r e d i c t o r e x p l a i n c o r p o r a t e social r e s p o n s i b i l i t y a c t i o n s b y p r o v i d i n g insights i n t o social, political, a n d e c o n o m i c e x t e r n a l press u r e s that p r o b a b l y i n f l u e n c e c o r p o r a t e social r e s p o n s i b i l i t y decisions. Several n e w d i r e c t i o n s for f u t u r e r e s e a r c h are s u g g e s t e d b y t h e findings o f this study. First, t h e influence o f o t h e r t y p e s o f s t a k e h o l d e r s o n levels o f c o r p o r a t e social d i s c l o s u r e c o u l d b e tested. In a d d i t i o n to s h a r e h o l d e r s , c r e d i t o r s , a n d legislative b o d i e s , F r e e m a n ( 1 9 8 4 ) inc l u d e d c u s t o m e r s , suppliers, a n d s p e c i a l int e r e s t g r o u p s as c o r p o r a t e s t a k e h o l d e r s . This s t u d y c o u l d also b e r e p l i c a t e d u s i n g d i r e c t m e a s u r e s o f c o r p o r a t e social p e r f o r m a n c e as t h e d e p e n d e n t variable. Finally, t h e s t a k e h o l d e r m o d e l c o u l d b e a d a p t e d to i n v e s t i g a t e specific t y p e s o f social d i s c l o s u r e a l o n g t h e lines s u g g e s t e d b y C o w e n et al. ( 1 9 8 7 ) . T h e findings o f this s t u d y a r e s u b j e c t to s e v e r a l limitations. W h i l e e x t e n s i v e efforts w e r e m a d e t o d e v e l o p a c c u r a t e p r o x i e s for the stakeholder power, strategic posture, and e c o n o m i c p e r f o r m a n c e d i m e n s i o n s o f t h e social d i s c l o s u r e m o d e l , d a t a c o n s t r a i n t s m a y limit t h e c o n s t r u c t v a l i d i t y o f t h e s e l e c t e d variables. 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