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EFFECT OF FIRM CHARACTERISTICS,  FINANCIAL PERFORMANCE AND  ENVIRONMENTAL PERFORMANCE ON CORPORATE SOCIAL RESPONSIBILITY  DISCLOSURE INTENSITY OF MANUFACTURING FIRMS LISTED IN THE  INDONESIA STOCK EXCHANGE Mega Rizki Amelia Accounting, Faculty of Economy Gunada rma University [email protected] ABSTRACT Corporate Social Responsibility (CSR) closely associated with the society and the company. The implementation of Corporate Social Responsibility by the company can be realized with the disclosure of CSR (Corporate Social Responsibility Disclosure) that are socialized to the public in the company's annual report. There are differences in the level of disclosure that is generated of each company. The difference is caused by the presence of characteristic and financial performance of different companies. This study aimed to analyze the effect of firm characteristics (i.e., firm size,  board of comm issioners), company’s financial performance (i .e., ROA, EPS, leverage) and company's environmental performance toward corporate social responsibility disclosure intensity. The object of this study is the manufacturing companies listed in the Indonesia Stock Exchange during the period 2007-2011. Purposive sampling was used to choose population in this case manufacturing firms. Based on the criteria of determination of samples obtained 16 companies. Research variables which include firm size, the size of the board of commisioners, Return on Assets (ROA), Earning Per Share (EPS), Debt to Equity Ratio (DER), environmental performance, and corporate social responsibility disclosure were estimated using standard formula. Data were analyzed using multiple linear regression analysis. The results showed that the characteristics of the firm (firm size, size of the board of commissioners), the financial performance of the firm (ROA, EPS, leverage) and environmental performance simultaneously influence the corporate social responsibility disclosure intensity. Only three variables (EPS, leverage and environmental performance) that partially affect corporate social responsibility disclosure intensity. Environmental performance is the most dominant variable in affecting the intensity of disclosure implementation of corporate social responsibility. Keyword  : firm siz e; board of commisioners; ROA; EPS; leverage; environmental performance

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  • EFFECT OF FIRM CHARACTERISTICS, FINANCIAL PERFORMANCE AND ENVIRONMENTAL PERFORMANCE ON CORPORATE SOCIAL RESPONSIBILITY DISCLOSURE

    INTENSITY OF MANUFACTURING FIRMS LISTED IN THE INDONESIA STOCK EXCHANGE

    Mega Rizki Amelia Accounting, Faculty of Economy

    Gunadarma University [email protected]

    ABSTRACT

    Corporate Social Responsibility (CSR) closely associated with the society and the company. The implementation of Corporate Social Responsibility by the company can be realized with the disclosure of CSR (Corporate Social Responsibility Disclosure) that are socialized to the public in the company's annual report. There are differences in the level of disclosure that is generated of each company. The difference is caused by the presence of characteristic and financial performance of different companies. This study aimed to analyze the effect of firm characteristics (i.e., firm size, board of commissioners), companys financial performance (i.e., ROA, EPS, leverage) and company's environmental performance toward corporate social responsibility disclosure intensity. The object of this study is the manufacturing companies listed in the Indonesia Stock Exchange during the period 2007-2011. Purposive sampling was used to choose population in this case manufacturing firms. Based on the criteria of determination of samples obtained 16 companies. Research variables which include firm size, the size of the board of commisioners, Return on Assets (ROA), Earning Per Share (EPS), Debt to Equity Ratio (DER), environmental performance, and corporate social responsibility disclosure were estimated using standard formula. Data were analyzed using multiple linear regression analysis. The results showed that the characteristics of the firm (firm size, size of the board of commissioners), the financial performance of the firm (ROA, EPS, leverage) and environmental performance simultaneously influence the corporate social responsibility disclosure intensity. Only three variables (EPS, leverage and environmental performance) that partially affect corporate social responsibility disclosure intensity. Environmental performance is the most dominant variable in affecting the intensity of disclosure implementation of corporate social responsibility.

    Keyword : firm size; board of commisioners; ROA; EPS; leverage; environmental performance

  • I. INTRODUCTION

    Nowadays the demands against the company is so large because in addition to being required to pursue profit, companies are also required to pay attention to and involved in the fulfillment of the welfare of the community as well as to actively contribute in maintaining environmental sustainability. Companies sometimes ignore the social and environmental impact brought about by the company's economic actions to achieve the purpose of profit-oriented material. Indeed, the operational activities conducted by the company doing the exploitation of natural resources and society as uncontrolled, potentially causing damage to the natural environment. In this case the manufacturing companies have a fairly large contributions in problems like pollution, waste management, product safety and labor. This is because manufacturing companies are companies which most interacts with society. One of the frequently requested information for the company to be disclose is information regarding corporate social responsibility. Corporate social responsibility itself can be described as the availability of financial information and non-finance related organization interaction with the physical environment and the social environment, which can be presented in the company's annual report or a separate social report. A company that has a good performance as well as the size of a large company should be implement corporate social responsibility and revealed them openly to the public because the public sees that the business activities of the company as the largest contributors to the problems occurred. The intensity of the disclosure implementation of corporate social responsibility as one of the ways companies to construct, maintain, and legitimize the contribution the company economically and politically. The intensity of the disclosure of corporate social responsibility implementation shows how large the contribution they are reporting to the community, can be seen from the obidient of the company regularly presents the annual report and disclose all activities that have been implemented at each company period. Based on the background above, this research is aimed to analyze the effect of firm characteristics (i.e., firm size, board of commissioners), companys financial performance (i.e., ROA, EPS, leverage) and company's environmental performance toward corporate social responsibility disclosure intensity whether simultaneously or partially.

    II. THEORITICAL BACKGROUND

    2.1 Corporate Social Responsibility Disclosure

    Disclosure of corporate social responsibility which is often also referred to as social disclosure, corporate social reporting, social accounting (Mathews, 1995) or the corporate social responsibility (Hackston and Milne, 1996) is a process of communicating the social and environmental impact of economic activities of the organization with respect to specific groups of interested parties and to society as a whole. It expands the responsibilities of organizations (particularly firms), outside its traditional role to provide financial report to the owners of capital, in particular shareholders. The expansion was made with the assumption

  • that the company had a wider responsibility than just seeking profits for shareholders (Gray et. Al., 1987). Disclosure of corporate social responsibility are often referred to as social disclosure, corporate social reporting, social accounting (Mathews, 1995) or the corporate social responsibility (Hackston and Milne, 1996) as a process of social and environmental impacts of communicating of the economic activities of the organization with respect to specific groups of interested parties and to society as a whole. The company tends to disclose information relating to its activities and the impact posed by such companies. Information on disclosure of company social responsibility standards are based on the GRI (Global Reporting Initiative). The calculation of the index level of disclosure of corporate social responsibility is measured by using the ratio of the number of items that the company disclosed with the maximum number of items based on the GRI indicators.

    2.2 Firm Characteristics

    Company characteristics may explain the wide variations of voluntary disclosure in the annual report, the company's characteristics is a predictor of the quality of disclosure (Lang and Lundholm, 1993). Every company has different characteristics to one entity with another entity. Company size can be determined based on the value of market capitalization, total assets, sales, labor, and so forth which correlates to high. The size of the company will affect the company's funding structure. The need for greater funding have a tendency that the company wanted the growth in profits (Riyadi, 2006). Large companies tend to have a greater political costs for the disclosure of information, so that will give you information now profit lower than smaller companies. In this research the company size based on total assets, because based on the research of Fitriani (2001) total assets shows the size of company more than the market capitalization. Sembiring (2005) states that larger companies probably will have shareholders who pay attention to social programs that created the company in its annual report, which is a medium to disseminate information about the social responsibility of the company's finances. Based on the theory of Agency, the Board of Commissioners considered the internal control mechanisms, which are responsible for monitoring the actions of top management. Associated with the disclosure of information by the company, most research shows that there is a positive relationship between the different characteristics of the Board of Commissioners with the level of disclosure of information by the company. The relationship between the Board of Commissioners which has been done by Sembiring (2005), Veronica (2009) who find that the size of the Board of Commissioners has positive effect of the intensity of the corporate social responsibility disclosure and conversely Nur (2012) find different results that the size of the Board of Commissioners has a negative and significant effect.

  • 2.3 Financial Performances

    Assessment of financial performance is one of the ways that is done by the management in order to meet its obligations to the owner of the company. Wahyudi (2002) stated that the company's performance appraisal is an evaluation which is done periodically and systematically about the achievements of the work or the office of a labor, including the potential for its development. In the evaluation of the financial performance of course requires certain standards are either internal or external. External standards refers to the competitive comparison is a comparison of the company's main competitors. Evaluation of company that refers to an external standard through competitive comparison which gives the idea to develop an individual company's financial ratio analysis by considering the ratio of the industry. One of the important indicators used in competition is the industry's business attractiveness (attractiveness bussines). The attractiveness of a business can be measured by using a ratio of profitability of the industry that will demonstrate the effectiveness of the overall operations of the company. Profitability ratio used to measure financial performance in this research is the Return on Assets (ROA) and Earning Per Share (EPS).

    2.4 Environmental Performance

    Environmental performance is a performance company in creating a good environment (green) (Suratno et al. 2006). The company paid close attention to the environment as a form of corporate responsibility and concern for the environment. Environmental performance is made in the form of ranking by an institution related to the environment. During this time the measurement of environmental performance still haven't reached a final agreement, because every country has its own way of measurement depends on the situation and environmental conditions in the country. In Indonesia, the environmental performance can be measured by using the Assessment Rating Program of the company's performance in the management of the environment. PROPER is one of the Government's policy efforts undertaken through the Ministry of the Environment to encourage an increase in the company's performance in the management of the environment through the dissemination of the obidience performance information company in the management of the environment. The implementation of PROPER is expected to strengthen the various existing environmental management instruments, such as the enforcement of environmental law, and economic instruments. In addition the implementation of PROPER can answer the needs of access to information, transparency and public participation in environmental management. PROPER assessment refers to the requirements the environmental obidience set out in government regulations related to the control of water pollution, air pollution control, waste management, air, B3, and control of pollution of the sea. The company's environmental performance rating of grouped at five (5) rank colors in order to facilitate communication with stakeholders in addressing the results of the obidience performance of each company. Its color ranking is a form of communicative delivery performance to the community so that it is

  • easier to understand and remember. Five ratings used include black, red, blue, green, and gold.

    III. RESEARCH METHODS

    Objects used in this research is the manufacturing firms (processing industry). The population of this research is a registered manufacturing company (go-public) at the Indonesia Stock Exchange. Samples of research used in this study was 16 manufacturing companies. The observation period is 5 years from 2007 until 2011. Types of data used in this study is secondary data. Data collection techniques used in this research was the documentation of data sources in the form of the financial statements in the form of a balance sheet and the consolidated profit/loss report, the annual report in the form of a management report, and reports the results of PROPER period as well as the data and other information related to calculation and analysis. Data were analyzed by Determination Analysis ( R2 ), Multiple Regression Analysis ( R ), Partial Test and Simultaneous Test with program SPSS version 18. The hypothesis can be formulated as follows :

    1. Simultaneously the firm characteristics that consists of FS, BC, the firm financial performance consists of ROA, EPS, DER and the environmental performance (EP) effect on the corporate social responsibility disclosure intensity.

    2. Partially the the firm characteristics that consists of of FS, BC, the firm financial performance consists of ROA, EPS, DER and the environmental performance (EP) effect on the corporate social responsibility disclosure intensity, which is formulated as follows: FS effect on the corporate social responsibility disclosure intensity. BC effect on the corporate social responsibility disclosure intensity. ROA effect on the corporate social responsibility disclosure intensity. EPS effect on the corporate social responsibility disclosure intensity. DER effect on the corporate social responsibility disclosure intensity. EP effect on the corporate social responsibility disclosure intensity.

    IV. RESULTS AND DISCUSSION

    4.1 Corporate Social Responsibility Description

    From the observation can be known that in 2007 Asahimas Flat Glass Tbk is the company with the highest social responsibility disclosure index which amounted to 57%. The highest index of 70% and 71% are generated by Indocement Tunggal Prakasa Tbk in 2008 and 2009, while in 2010 and 2011 the company Holcim Indonesia Tbk produces the highest index of 76% and 80%.

    Meanwhile, the company that produces the lowest index of social responsibility disclosure in 2007 is Citra Turbindo Tbk amounting to 11%. Furthermore, in 2008 the company Kalbe Tbk with index 20% and Fajar Surya Wisesa Tbk in 2009 with an index of

  • 19%. In 2010 the lowest index of 25% is generated by Indofood Sukses Makmur Tbk and in 2011 Gajah Tunggal Tbk and Indofood Sukses Makmur Tbk with an index of 30%.

    4.2 The Classic Assumption Test Results

    From normality test results using One Sample Kolmogorov Smirnov, known that the overall variable i.e firm size, size of the board of commisioners, profitability, leverage, environmental performance and corporate social responsibility disclosure index are normally distributed cause of the significant values for each variable is more than 0,05. Based on multicolinearity test, analysis of the results obtained from the table coefficients i.e firm size has a value of tolerance of 0,328 dan VIF value at 3,053 ; tolerance value of board of commisioners is at 0,390 with VIF value at 2,567 ; ROA has a value of tolerance of 0,606 dan VIF value at 1,651 ; EPS has a value of tolerance of 0,702 dan VIF value at 1,424 ; tolerance value of leverage is at 0,759 with VIF value at 1,318 ; tolerance value of environmental performance is at 0,684 with VIF value at 1,461. The results shows that the value of tolerance for each variable is more that 0.1 and the value of VIF for each variable is more than 10. It can be concluded that there is no multicolinearity in this regression model. The result of analysis that obtained from autocorrelation test shows that there is no correlation between residue on a confidence level of 95% ( = 5%). It can be concluded that there is no autocorrelation cause of the position value of the Durbin Watson are on 1.801 < 1.969 < 2.199. Heteroscedasticity analysis results obtained by observing the scatterplot graphs, it is known that the data points spread above and below the number 0 on the Y axis, with the unclear pattern. It can be concluded that there is no heterocedasticity in this regression model.

    4.3 Hypothesis Testing

    The hypothesis in this research is aimed to analyze the effect of firm characteristics (i.e., firm size, board of commissioners), companys financial performance (i.e., ROA, EPS, leverage) and company's environmental performance toward corporate social responsibility disclosure intensity whether simultaneously or partially by using multiple regression. Simultaneously, the independent variables (Firm Size, Board of Commissionners, ROA, EPS, DER and Environmental Performance) have the coefficient of determination value (R2) amounted to 0,680, it indicates that 68% of the intensity of corporate social responsibility disclosure can be explained by the variation of the six independent. While 32% is influenced by other variables that are not observed in this study. The results also show that this research has a significant influence statistically with the Fvalue is 28,998 with a significance of 0,000. From the table, it can be seen that there are three independent variables which significantly influence the intensity of corporate social responsibility i.e EPS, DER and EP with a significance value is less than 0,05. EPS has a tvalue of -2,391 which is greater than the value of

    ttable at -1,993, variable DER has a tvalue of -2,164 which is greater than the value of ttable at -1,993 and variable EP with a tvalue 11,050 which is greater than the value of ttable at

  • 1,993. The dominant influence on the disclosure of corporate social responsibility is the environmental performance (EP), with a value of standardization of 0.850. From the results above, it is known that the Ha can be accepted and H0 is rejected.

    4.4 Discussion

    In the simultaneous testing, the influence degree of the variable independent towards corporate social responsibility quitely high which is 68% (Adjusted R2 = 0,680). It means that 68% of the intensity of corporate social responsibility disclosure can be explained by the variation of the six independent. While 32% is influenced by other variables that are not observed in this study. In the partial testing, the three variables i.e EPS, DER, and environmental performance found significantly influence the corporate social responsibility. Whereas the firm size, board of commissioners, and ROA has no significant influence. The discussion of each variables in partial testing can be shown as follows:

    4.4.1 Firm Size

    Variable size of the company has a positive influence on the intensity of the disclosure of corporate social responsibility implementation due to manufacturing companies in the study have a large size enterprise views of total assets in the financial statements of the company, so that it can implement its social responsibility to the environment and the surrounding community. It is associated with the economic perspective that says that the size of the company will provide information to investors, raising the company's value that indicates that the size of a large company and when the company is implementing corporate social responsibility disclosure expects will be responded positively by the market participants. Instead, the smaller the size of the company, it will be increasingly difficult for companies to implement social responsibility perusahaanya to the environment and the surrounding community because there is a limited company owned. In this research the company size does not affect the intensity of disclosure implementation of corporate social responsibility, in accordance with the results of the research study conducted by Veronica (2009) and Anggraini (2006). This shows that the small size of the company, does not guarantee the survival of the company in the future because both companies large and small in this study are having problems the financial distress, so that companies with large or small size would not necessarily be intense and consistent in expressing the implementation of social responsibility of the company. However, these results do not support the research conducted by Hackston and Milne (1996), Permana and Raharja (2011), Almilia and Retrinasari (2007) which shows the size of the company is proven to affect the level of disclosure of CSR significantly in the annual report. The results of this research also does not support the findings that have been made by Sembiring (2005) that proves that the size of the company (size) effect on disclosure of corporate social responsibility.

  • 4.4.2 Board of Commissioners

    Variable Board of Commissioners have negative influence on the intensity of the disclosure implementation of corporate social responsibility. The results of this study in accordance with the research done by Permana dan Raharja (2012) and Noor (2012) that the Board of Commissioners negatively against disclosure of CSR. This indicates that the size of the Board of Commissioners that too much will cause the occurrence of many decision-making, so that it is less effective. According to Nur (2012) the number of the Board of Commissioners of which there are not too many will give rise to an agreement and the disclosure of corporate social responsibility will be easier to come by. This research did not support the Agency theory which States that the Board of Commissioners considered the internal control mechanisms, which are responsible for monitoring the actions of top management. In this study, the size of the Board of Commissioners showed no significant influence of the intensity of the disclosure of corporate social responsibility implementation, this means that a large number of small boards in companies will not affect the level of disclosure of corporate social responsibility. Results of the study should not be confused with the results of research conducted by Veronica (2009) and Sembiring (2005) stating that the Board of Commissioners of positive effect on disclosure of CSR.

    4.4.3 ROA

    Variable ROA (Return on Asset) have a negative influence and not significant on corporate social responsibility disclosure intensity, it indicates that whether great or small of ROA will not affect the intensity of corporate social responsibility disclosure. This is in accordance with the opinion of the Kokubu et. al (2001) which states that the political visibility of companies depends on the size of the company rather than on profitability. The company which has a high profitability not necessarily doing more social activity because the company is more oriented to get profits (Devina, 2004). The results of this study support the research conducted by Nur (2012) and Marpaung (2009) which found that profitability negatively influence the disclosure of social responsibility. The results of this discovery also supported research conducted by Hackston and Milne (1996), Anggraini (2006), Devina (2004) finds that there is no influence of the ROA against the disclosure of corporate social responsibility (CSR Disclosure). The results of this study do not support the theory of an agency with the premise that the larger profit gain will make companies reveal broader social information.

    4.4.4 EPS

    Variable Earning Per Share (EPS) have a negative influence towards the intensity of the disclosure implementation of corporate social responsibility, it is associated with the theory of legitimacy with the premise that when a company has a high level of profits, the company (management) considers do not need to report things that may interfere with information about the company's financial success, which means that the magnitude of the

  • earnings per shares is not a guarantee for a company to carry out efforts to increase disclosure of its social responsibility. Otherwise at the time of the low level of profitability is marked with a profit per share of the company that are not large, then the company will further improve the efforts of implementation and disclosure of corporate social responsibility in the hope that users will read the report "good news" the company's performance and see the company's achievements in the social and environmental dimension to look at his life compared to give priority to profits, so that will increase the value of the company especially in the eyes of investors are more interested to invest capital on an environmentally friendly corporation. The results of this research support of the theory of legitimacy by showing the influence of the negative profitability significantly to disclosure of corporate social responsibility. The results of this study are inconsistent with research results and Hackston Milne (1996), Veronica and Agus (2010) Sembiring (2005) find insignificant influence profitability against disclosure of corporate social responsibility. Theoretically, according to the Kokubu et. al., (2001), there is a positive relationship between economic performance of a company with social responsibility disclosure, it is associated with the agency theory with the premise that the larger profit gain will make companies reveal larger social information.

    4.4.5 Leverage

    Variable leverage with the ratio of debt to equity (DER) as a proxy has a negative and significant affecting the intensity of the disclosure implementation of corporate social responsibility, it is associated with the theory of agency where the management of the company with a high degree of leverage tends to reduce social responsibility disclosure made in order not to become a spotlight of the debtholders (Sembiring, 2005). The results of this study in accordance with the research conducted by Nur (2012) who found that there was a significant negative relationship between leverage and disclosure of corporate social responsibility. This is in accordance with the opinion of Karpik (1989) which States that the higher ratio of liabilities/equity social disclosure is getting lower due to the higher degree of leverage, then the more likely the company will credit agreement. So companies should present a higher profit at the moment now than profit in the future. So that the company can present a higher profit, then the company must reduce costs (including the costs of social information to reveal). This research is inconsistent with research Sembiring (2005), Anggraini (2006), Permana and Raharja (2012), and Veronica (2009) which found that leverage does not have an impact on disclosure of corporate social responsibility.

    4.4.6 Environmental Performance

    Variable environmental performance through PROPER program has a positive influence significantly intensity against the disclosure of social responsibility implementation, indicating that the PROPER push manufacturing company to always carry out an increase in the company's performance in the management of the environment so that the stakeholders will give appreciation to companies that are ranked well and give a boost to

  • companies that have not obtained a rating of good to always implement the implementation responsibility of his company against the economic interests ofsocial, and the surrounding environment. This illustrates that good environmental performers believe that disclosing their performance depicts the good news for the market participants. The results of this research is directly proportional to the theory regarding the disclosure of corporate social responsibility itself, which is a concept whereby companies decide voluntarily to contribute to a better society and a cleaner environment or can be said to be a company that cares about its environmental performance means have applied the disclosure of corporate social responsibility with a properly proven by the high environmental and social concern of the company. The results of this study support the findings of research concducted by Permana and Raharja (2012) and Suratno et al. (2006) which found a significant effect between the performance of the environment on the disclosure of corporate social responsibility in which environmental performance is the company's efforts in creating an environment that is good (green) as measured through the PROPER model is consistent with the discretionary disclosure where good environmental performers believe that disclosing performance the company described the good news for the market participantseconomic performance, while only associated positively with environmental performance and environmental disclosure.

    V. CONCLUSION AND IMPLICATIONS

    5.1 Conclusions

    Based on the analysis that has been done in this study, the conclusion can be drawn as follows: 1. The firm characteristics which consist of firm size, size of the board of commisioners,

    the financial performance which consist of profitability (ROA and EPS), leverage (DER) and the environmental performance simultaneously influence corporate social responsibility disclosure intensity.

    2. Variables that partially affect the corporate social responsibity disclosure intensity are EPS, leverage (DER), and environmental performance (EP).

    3. Of the three variables that partially affect corporate social responsibility disclosure intensity, environmental performance is the most dominant variable in affecting the intensity of disclosure implementation of corporate social responsibility.

    5.2 Implications

    In general, all of the variables in this study must be considered because firm size, size of the board of commisioners, ROA, EPS, leverage (DER), and environmental performance are variables that simultaneously affect corporate social responsibility disclosure intensity. But it focused more on EPS, DER and environmental performance because all three have proven partially influence and it is known that the variable which turned out to be the most dominant in determining the high or low of the corporate social responsibility disclosure intensity is environmental performance.

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  • APPENDIX SPSS Output Results

    NORMALITY TEST

    MULTICOLINEARITY TEST

    Coefficientsa Model Collinearity Statistics

    Tolerance VIF 1 (Constant)

    FS ,328 3,053 BC ,390 2,567

    ROA ,606 1,651 EPS ,702 1,424 DER ,759 1,318 EP ,684 1,461

    a. Dependent Variable: CSRDI

    AUTO CORRELATION TEST

    One-Sample Kolmogorov-Smirnov Test CSRDI ROA EPS FS DER BC EP

    N 80 80 80 80 80 80 80

    Normal Parametersa,b Mean ,3965 ,1289 577,2301 29,5725 ,9226 6,0875 3,4750 Std. Deviation ,12684 ,10672 837,27626 1,14367 ,67687 2,29581 ,61572

    Most Extreme Differences Absolute ,107 ,129 ,236 ,096 ,165 ,146 ,342 Positive ,107 ,129 ,206 ,096 ,165 ,146 ,342 Negative -,047 -,117 -,236 -,077 -,130 -,105 -,241

    Kolmogorov-Smirnov Z ,956 1,155 2,114 ,863 1,478 1,302 3,061 Asymp. Sig. (2-tailed) ,320 ,139 ,000 ,446 ,025 ,068 ,000

    a. Test distribution is Normal. b. Calculated from data.

    Model Summaryb

    Model

    Change Statistics

    Durbin-Watson R Square Change F Change df1 df2

    Sig. F Change

    1 ,704 28,998 6 73 .000 1.969

  • HETEROSCEDASTICITY TEST

    MULTIPLE REGRESSION TEST

    F TEST

    Coefficientsa

    Model Unstandardized Coefficients

    Standardized Coefficients

    t Sig.

    95,0% Confidence Interval for B Correlations

    Collinearity Statistics

    B Std.

    Error Beta Lower Bound

    Upper Bound

    Zero-order Partial Part Tolerance VIF

    1 (Constant) -,415 ,329 -1,262 ,211 -1,071 ,241 FS ,010 ,012 ,092 ,823 ,413 -,014 ,035 ,187 ,096 ,052 ,328 3,053

    BC -,007 ,006 -,127 -1,247 ,216 -,018 ,004 ,146 -,144 -,079 ,390 2,567

    ROA -,087 ,097 -,073 -,896 ,373 -,281 ,107 ,285 -,104 -,057 ,606 1,651

    EPS -2,750E-5 ,000 -,182 -2,391 ,019 ,000 ,000 ,026 -,269 -,152 ,702 1,424

    DER -,030 ,014 -,158 -2,164 ,034 -,057 -,002 -,309 -,246 -,138 ,759 1,318

    EP ,175 ,016 ,850 11,050 ,000 ,144 ,207 ,803 ,791 ,703 ,684 1,461

    a. Dependent Variable: CSRDI

    ANOVAb Model Sum of

    Squares df Mean Square F Sig. 1 Regression ,895 6 ,149 28,998 ,000a

    Residual ,376 73 ,005 Total 1,271 79

    a. Predictors: (Constant), FS, BC, ROA, EPS, DER, EP b. Dependent Variable: CSRDI

  • COEFFICIENT OF DETERMINATION (R2)

    T TEST

    Model Summaryb Model

    R R Square Adjusted R

    Square Std. Error of the Estimate

    Change Statistics

    Durbin-Watson

    R Square Change F Change df1 df2

    Sig. F Change

    1 .839a .704 .680 .07173 .704 28,998 6 73 ,000 1,969 a. Predictors: (Constant), FS, BC, ROA, EPS, DER, EP b. Dependent Variable: CSRDI

    Coefficientsa

    Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta

    1(Constant) -,415 ,329 -1,262 ,211 FS ,010 ,012 ,092 ,823 ,413 BC -,007 ,006 -,127 -1,247 ,216 ROA -,087 ,097 -,073 -,896 ,373 EPS -2,750E-5 ,000 -,182 -2,391 ,019 DER -,030 ,014 -,158 -2,164 ,034 EP ,175 ,016 ,850 11,050 ,000

    a. Dependent Variable: CSRDI