Will the Governance of Non-State Shareholders Inhibit Corporate Social Responsibility Performance? Evidence from the Mixed-Ownership Reform of China’s State-Owned Enterprises
Abstract
:1. Introduction
2. Methods
2.1. Research Hypothesis
2.1.1. The Influence of the Governance of Non-State Shareholders on the Social Responsibility Performance of State-Owned Enterprises
2.1.2. The Mediating Effect of Internal Control Quality
2.2. Data Sources and Sample Selection
2.3. Model Design
2.4. Variable Definitions
2.4.1. Corporate Social Responsibility Performance (CSR)
2.4.2. Governance of Non-State Shareholders (Nonsoe)
2.4.3. Internal Control Quality (ICI)
2.4.4. Control Variables
3. Analysis
3.1. Descriptive Statistics
3.2. Correlation Analysis
3.3. Multiple Regression Results
3.3.1. The Impact of the Governance of Non-State Shareholders on the Social Responsibility Performance of State-Owned Enterprises
3.3.2. Mechanism Test: The Mediating Effect of Internal Control Quality
3.4. Robustness Test
3.4.1. Endogenous Problems
3.4.2. Replace the Index Measuring the Governance of Non-State Shareholders
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Xi, J. Speech at the Symposium on Cybersecurity and Informatization Work Conference. In On the Party’s Propaganda and Ideological Work; Central Party Literature Publishing House: Beijing, China, 2020. (In Chinese) [Google Scholar]
- Hong, M.; Drakeford, B.; Zhang, K. The Impact of Mandatory CSR Disclosure on Green Innovation: Evidence from China. Green Financ. 2020, 3, 302–322. [Google Scholar] [CrossRef]
- Ghoul, S.E.; Guedhami, O.; Kwok, C.C.Y.; Mishra, D.R. Does Corporate Social Responsibility Affect the Cost of Capital? J. Bank. Financ. 2011, 9, 2388–2406. [Google Scholar] [CrossRef]
- Dhaliwal, D.S.; Li, O.Z.; Tsang, A.; Yang, Y.G. Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting. Account. Rev. 2011, 1, 59–100. [Google Scholar] [CrossRef]
- Goss, A.; Roberts, G.S. The Impact of Corporate Social Responsibility on the Cost of Bank Loans. J. Bank. Financ. 2011, 7, 1794–1810. [Google Scholar] [CrossRef]
- Cheng, B.; Ioannou, I.; Serafeim, G. Corporate Social Responsibility and Access to Finance. Strateg. Manag. J. 2014, 1, 1–23. [Google Scholar] [CrossRef]
- Sharfman, M.P.; Fernando, C.S. Environmental Risk Management and the Cost of Capital. Strateg. Manag. J. 2008, 6, 569–592. [Google Scholar] [CrossRef]
- Lee, D.D.; Faff, R.W. Corporate Sustainability Performance and Idiosyncratic Risk: A Global Perspective. Financ. Rev. 2009, 2, 213–237. [Google Scholar] [CrossRef]
- Albuquerque, R.; Koskinen, Y.; Zhang, C. Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence. Manag. Sci. 2019, 10, 4451–4469. [Google Scholar] [CrossRef] [Green Version]
- Bardos, K.S.; Ertugrul, M.; Gao, L.S. Corporate Social Responsibility, Product Market Perception, and Firm Value. J. Corp. Financ. 2020, 62, 101588. [Google Scholar] [CrossRef]
- Daub, C.H.; Ergenzinger, R. Enabling Sustainable Management through a New Multi-Disciplinary Concept of Customer Satisfaction. Eur. J. Mark. 2005, 10, 998–1012. [Google Scholar] [CrossRef]
- Krasnikov, A.; Mishra, S.; Orozco, D. Evaluating the Financial Impact of Branding Using Trademarks: A Framework and Empirical Evidence. J. Mark. 2009, 6, 154–166. [Google Scholar] [CrossRef] [Green Version]
- Luo, X.; Bhattacharya, C.B. The Debate over Doing Good: Corporate Social Performance, Strategic Marketing Levers, and Firm-idiosyncratic Risk. J. Mark. 2009, 6, 198–213. [Google Scholar] [CrossRef] [Green Version]
- Hill, C.W.; Jones, T.M. Stakeholder-Agency Theory. J. Manag. Stud. 1992, 2, 131–154. [Google Scholar] [CrossRef]
- Dowling, G. How Good Corporate Reputations Create Corporate Value. Corp. Reput. Rev. 2006, 2, 134–143. [Google Scholar] [CrossRef]
- Luo, X.; Bhattacharya, C.B. Corporate Social Responsibility, Customer Satisfaction, and Market Value. J. Mark. 2006, 70, 1–18. [Google Scholar] [CrossRef]
- Flammer, C. Competing for Government Procurement Contracts: The Role of Corporate Social Responsibility. Strateg. Manag. J. 2018, 5, 1299–1324. [Google Scholar] [CrossRef]
- Li, Z.; Liao, G.; Albitar, K. Does Corporate Environmental Responsibility Engagement Affect Firm Value? The Mediating Role of Corporate Innovation. Bus. Strategy Environ. 2020, 3, 1045–1055. [Google Scholar] [CrossRef]
- Utomo, M.N.; Rahayu, S.; Kaujan, K.; Irwandi, S.A. Environmental performance, environmental disclosure, and firm value: Empirical study of non-financial companies at Indonesia Stock Exchange. Green Financ. 2020, 1, 100–113. [Google Scholar] [CrossRef]
- Johnson, H.L. Business in Contemporary Society: Framework and Issues; Wadsworth Publishing Company: Belmont, CA, USA, 1971. [Google Scholar]
- Jones, T.M.; Wicks, A.C. Convergent Stakeholder Theory. Acad. Manag. Rev. 1999, 2, 206–221. [Google Scholar] [CrossRef]
- Liao, G.; Hou, P.; Shen, X.; Albitar, K. The impact of economic policy uncertainty on stock returns: The role of corporate environmental responsibility engagement. Int. J. Financ. Econ. 2021, 3, 4386–4392. [Google Scholar] [CrossRef]
- Trueman, B. Managerial Disclosures and Shareholder Litigation. Rev. Account. Stud. 1997, 2, 181–199. [Google Scholar] [CrossRef]
- Roberts, R.W. Determinants of Corporate Social Responsibility Disclosure: An Application of Stakeholder Theory. Account. Organ. Soc. 1992, 6, 595–612. [Google Scholar] [CrossRef] [Green Version]
- Van Marrewijk, M. Concepts and Definitions of CSR and Corporate Sustainability: Between Agency and Communion. J. Bus. Ethics 2003, 2, 95–105. [Google Scholar] [CrossRef]
- Baumann-Pauly, D.; Wickert, C.; Spence, L.J.; Scherer, A.G. Organizing Corporate Social Responsibility in Small and Large Firms: Size Matters. J. Bus. Ethics 2013, 115, 693–705. [Google Scholar] [CrossRef] [Green Version]
- Udayasankar, K. Corporate Social Responsibility and Firm Size. J. Bus. Ethics 2008, 2, 167–175. [Google Scholar] [CrossRef]
- Sen, S.; Bhattacharya, C.B.; Korschun, D. The Role of Corporate Social Responsibility in Strengthening Multiple Stakeholder Relationships: A Field Experiment. J. Acad. Mark. Sci. 2006, 2, 158–166. [Google Scholar] [CrossRef]
- Barnea, A.; Rubin, A. Corporate Social Responsibility as a Conflict between Shareholders. J. Bus. Ethics 2010, 1, 71–86. [Google Scholar] [CrossRef]
- Li, W.; Zhang, R. Corporate Social Responsibility, Ownership Structure, and Political Interference: Evidence from China. J. Bus. Ethics 2010, 4, 631–645. [Google Scholar] [CrossRef]
- Oh, W.Y.; Chang, Y.K.; Martynov, A. The Effect of Ownership Structure on Corporate Social Responsibility: Empirical Evidence from Korea. J. Bus. Ethics 2011, 2, 283–297. [Google Scholar] [CrossRef]
- Chen, S.; Wang, Y.; Albitar, K.; Huang, Z. Does ownership concentration affect corporate environmental responsibility engagement? The mediating role of corporate leverage. Borsa Istanb. Rev. 2021, 21, S13–S24. [Google Scholar] [CrossRef]
- Johnson, R.A.; Greening, D.W. The Effect of Corporate Governance and Institutional Ownership Types on Corporate Social Performance. Acad. Manag. J. 1999, 5, 564–576. [Google Scholar]
- McGuire, J.; Dow, S. The Persistence and Implications of Japanese Keiretsu Organization. J. Int. Bus. Stud. 2003, 4, 374–388. [Google Scholar] [CrossRef]
- Tapver, T. CSR Reporting in Banks: Does the Composition of the Board of Directors Matter? Quant. Financ. Econ. 2019, 2, 286–314. [Google Scholar] [CrossRef]
- Liao, L.; Lin, T.; Zhang, Y. Corporate Board and Corporate Social Responsibility Assurance: Evidence from China. J. Bus. Ethics 2018, 1, 211–225. [Google Scholar] [CrossRef]
- Harjoto, M.; Laksmana, I.; Lee, R. Board Diversity and Corporate Social Responsibility. J. Bus. Ethics 2015, 4, 641–660. [Google Scholar] [CrossRef]
- Chang, Y.K.; Oh, W.Y.; Park, J.H.; Jang, M.G. Exploring the Relationship Between Board Characteristics and CSR: Empirical Evidence from Korea. J. Bus. Ethics 2017, 2, 225–242. [Google Scholar] [CrossRef]
- Dentchev, N.A. Corporate Social Performance as a Business Strategy. J. Bus. Ethics 2004, 4, 395–410. [Google Scholar] [CrossRef]
- Attig, N.; Ghoul, S.E.; Guedhami, O.; Suh, J. Corporate Social Responsibility and Credit Ratings. J. Bus. Ethics 2013, 117, 679–694. [Google Scholar] [CrossRef]
- Lee, E.P.; Bannon, D.P.O. The Corporate Social-Financial Performance Relationship: A Typology and Analysis. Bus. Soc. 1997, 4, 419–429. [Google Scholar]
- Liu, Y.; Zheng, Q.; Cai, G. Do Non-state-owned Shareholders Improve the Internal Control Quality in SOEs? Empirical Evidence from State-owned Listed Companies. Account. Res. 2016, 11, 61–68. (In Chinese) [Google Scholar]
- Zeng, S.; Cai, G.; Cheng, M. Do Non—State Shareholders Improve Accounting Information Quality? Evidence from Competitive State-owned Listed Companies. Account. Econ. Res. 2017, 4, 28–44. [Google Scholar]
- Li, S.; Xia, J.; Long, C.X.; Tan, J. Control Modes and Outcomes of Transformed State-owned Enterprises in China: An Empirical Test. Manag. Organ. Rev. 2012, 2, 283–309. [Google Scholar] [CrossRef]
- Megginson, W.L.; Netter, J.M. From State to Market: A Survey of Empirical Studies on Privatization. J. Econ. Lit. 2001, 2, 321–389. [Google Scholar] [CrossRef] [Green Version]
- Gupta, N. Partial Privatization and Firm Performance. J. Financ. 2005, 2, 987–1015. [Google Scholar] [CrossRef]
- Cai, G.; Liu, J.; Ma, X. Governance of Non-state Shareholders and Executive Compensation Incentives of State-owned Enterprises. J. Manag. World 2018, 5, 137–149. (In Chinese) [Google Scholar]
- Boateng, A.; Huang, W. Multiple Large Shareholders, Excess Leverage and Tunneling: Evidence from an Emerging Market. Corp. Gov. Int. Rev. 2017, 1, 58–74. [Google Scholar] [CrossRef] [Green Version]
- Jefferson, G.H.; Jian, S. Privatization and Restructuring in China: Evidence from Shareholding Ownership, 1995–2001. J. Comp. Econ. 2006, 1, 146–166. [Google Scholar] [CrossRef]
- Dong, X.; Putterman, L.; Unel, B. Privatization and Firm Performance: A Comparison between Rural and Urban Enterprises in China. J. Comp. Econ. 2006, 3, 608–633. [Google Scholar] [CrossRef]
- Jiang, F.; Cai, W.; Wang, X.; Zhu, B. Multiple Large Shareholders and Corporate Investment: Evidence from China. J. Corp. Financ. 2018, 50, 66–83. [Google Scholar] [CrossRef]
- Li, W.; Yu, M. The Shareholding Structure of Privatized Enterprises and Corporate Innovation. J. Manag. World 2015, 4, 112–125. (In Chinese) [Google Scholar]
- Megginson, W.L.; Nash, R.C.; Randenborgh, M.V. The Financial and Operating Performance of Newly Privatized Firms: An International Empirical Analysis. J. Financ. 1994, 2, 403–452. [Google Scholar] [CrossRef]
- Bortolotti, B.; Souza, J.D.; Fantini, M.; Megginson, W.L. Privatization and the Sources of Performance Improvement in the Global Telecommunications Industry. Telecommun. Policy 2002, 5–6, 243–268. [Google Scholar] [CrossRef]
- Zhang, R. On the Efficiency of Financial Governance; Chinese Financial & Economic Publishing House: Bejing, China, 2010. (In Chinese) [Google Scholar]
- Aguinis, H.; Glavas, A. What We Know and Don’t Know About Corporate Social Responsibility: A Review and Research Agenda. J. Manag. 2012, 4, 932–968. [Google Scholar] [CrossRef] [Green Version]
- Liu, G.S.; Beirne, J.; Sun, P. The Performance Impact of Firm Ownership Transformation in China: Mixed Ownership vs. Fully Privatised Ownership. J. Chin. Econ. Bus. Stud. 2015, 3, 197–216. [Google Scholar] [CrossRef]
- Liu, Y.; Li, Z.; Xu, M. The influential factors of financial cycle spillover: Evidence from China. Emerg. Mark. Financ. Trade 2020, 6, 1336–1350. [Google Scholar] [CrossRef]
- Uddin, M.A.; Hoque, M.E.; Ali, M.H. International economic policy uncertainty and stock market returns of Bangladesh: Evidence from linear and nonlinear model. Quant. Financ. Econ. 2020, 2, 236–251. [Google Scholar] [CrossRef]
- Boycko, M.; Shleifer, A.; Vishny, R.W. A Theory of Privatisation. Econ. J. 1996, 435, 309–319. [Google Scholar] [CrossRef]
- Sappington, D.E.; Stiglitz, J.E. Privatization, Information and Incentives. J. Policy Anal. Manag. 1987, 4, 567–585. [Google Scholar] [CrossRef] [Green Version]
- Lin-Hi, N.; Blumberg, I. The Link between (Not) Practicing CSR and Corporate Reputation: Psychological Foundations and Managerial Implications. J. Bus. Ethics 2018, 1, 185–198. [Google Scholar] [CrossRef]
- Haleblian, J.; Finkelstein, S. Top Management Team Size, CEO Dominance, and Firm Performance: The Moderating Roles of Environmental Turbulence and Discretion. Acad. Manag. J. 1993, 4, 844–863. [Google Scholar]
- Baron, R.M.; Kenny, D.A. The Moderator–mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations. J. Personal. Soc. Psychol. 1986, 6, 1173–1182. [Google Scholar] [CrossRef]
- MacKinnon, D.P.; Coxe, S.; Baraldi, A.N. Guidelines for the Investigation of Mediating Variables in Business Research. J. Bus. Psychol 2012, 27, 1–14. [Google Scholar] [CrossRef] [Green Version]
- Feng, L.; Xiao, X.; Cheng, X. Effect of Corporate Social Responsibility on Firm Risk: Based on the Economic Conditions of China. Nankai Bus. Rev. 2016, 6, 141–154. (In Chinese) [Google Scholar]
- Xu, M.; Albitar, K.; Li, Z. Does corporate financialization affect EVA? Early evidence from China. Green Financ. 2020, 4, 392–408. [Google Scholar] [CrossRef]
- Tuzcuoğlu, T. The impact of financial fragility on firm performance: An analysis of BIST companies. Quant. Financ. Econ. 2020, 2, 310–342. [Google Scholar] [CrossRef]
- Anic, V. Constant leverage certificates: Dynamics, performance, and risk-return characteristics. Quant. Financ. Econ. 2020, 4, 693–724. [Google Scholar] [CrossRef]
- Li, T.; Li, X.; Liao, G. Business Cycles and Energy Intensity. Evidence from Emerging Economies. Borsa Istanb. Rev. 2021; in press. [Google Scholar] [CrossRef]
- Li, Z.; Ao, Z.; Mo, B. Revisiting the Valuable Roles of Global Financial Assets for International Stock Markets: Quantile Coherence and Causality-in-Quantiles Approaches. Mathematics 2021, 15, 1750. [Google Scholar] [CrossRef]
- Li, Z.; Zou, F.; Tan, Y.; Zhu, J. Does Financial Excess Support Land Urbanization—An Empirical Study of Cities in China. Land 2021, 6, 635. [Google Scholar] [CrossRef]
- Fan, J.; Wong, T.J.; Zhang, T. Institutions and Organizational Structure: The Case of State-owned Corporate Pyramids. J. Law Econ. Organ. 2013, 6, 1217–1252. [Google Scholar] [CrossRef]
- Wang, X.; Fan, G.; Hu, L. Marketization Index of China’s Provinces: NERI Report 2018; Social Sciences Academic Press: Beijing, China, 2019. (In Chinese) [Google Scholar]
- Luo, Y. Industrial Dynamics and Managerial Networking in an Emerging Market: The Case of China. Strateg. Manag. J. 2003, 13, 1315–1327. [Google Scholar] [CrossRef]
- Li, J.J.; Poppo, L.; Zhou, K.Z. Do Managerial Ties in China Always Produce Value? Competition, Uncertainty, and Domestic vs. Foreign Firms. Strateg. Manag. J. 2008, 4, 383–400. [Google Scholar] [CrossRef]
Variable Name | Variable Symbol | Definitions of Variables |
---|---|---|
Corporate social responsibility performance level | CSR | Obtained from hexun.com 2013–2019 “Social Responsibility Report of Listed Companies”. |
Shareholding ratio of the largest non-state shareholder | Shr_nonsoe1st | The proportion of shares held by the largest non-state shareholder among the top ten shareholders. |
Shareholding ratio of non-state shareholders among the top ten shareholders | Shr_nonsoe | The proportion of shares held by all non-state shareholders among the top ten shareholders. |
Proportion of directors, supervisors and senior managers appointed by non-state shareholders | DJG_nonsoe | The proportion of the number of directors, supervisors and senior managers appointed by non-state shareholders among the top ten largest shareholders to the total number of directors, supervisors and senior managers. |
Proportion of directors appointed by non-state shareholders | D_nonsoe | The proportion of the number of directors appointed by non-state shareholders among the top ten largest shareholders to the total number of directors. |
Internal control quality | ICI | DIB Internal Control Information Disclosure Index. |
Corporate size | Size | The natural logarithm of corporate total assets. |
Financial leverage | Lev | Total liabilities at the end of the period/total assets at the end of the period. |
Liquidity | Liquidity | Net operating cash flow/total assets. |
Capital density | Density | Total fixed assets/number of employees, logarithm. |
Return on equity | Roe | Return on equity. |
Number of employees | Lnlabor | Number of employees, logarithm. |
Corporate growth | Growth | Corporate operating income growth rate for the year. |
Market power | Market | Sales revenue/operating cost, logarithm. |
Corporate ability to create social wealth | TobinQ | Corporate market value/total assets. |
Proportion of state-owned shares | Stata | Proportion of state-owned shares to total shares. |
Industry | Industry | Industry dummy variable. |
Year | Year | Year dummy variable. |
Variable | Number of Samples | Average | Standard Deviation | Minimum | Maximum |
---|---|---|---|---|---|
CSR | 6651 | 24.754 | 16.939 | −3.410 | 75.560 |
DJG_nonsoe | 6651 | 0.026 | 0.063 | 0 | 0.333 |
D_nonsoe | 6651 | 0.035 | 0.083 | 0 | 0.429 |
Shr_nonsoe1st | 6651 | 0.069 | 0.095 | 0.003 | 0.504 |
Shr_nonsoe | 6651 | 0.138 | 0.131 | 0.009 | 0.648 |
Size | 6651 | 22.876 | 1.401 | 20.130 | 27.028 |
Lev | 6651 | 0.504 | 0.204 | 0.082 | 0.944 |
Liquidity | 6651 | 0.045 | 0.066 | −0.151 | 0.221 |
Density | 6651 | 2.667 | 2.403 | 0.386 | 15.668 |
Roe | 6651 | 0.052 | 0.127 | −0.688 | 0.319 |
Lnlabor | 6651 | 8.144 | 1.337 | 4.852 | 11.622 |
Growth | 6651 | 0.112 | 0.345 | −0.522 | 2.166 |
Market | 6651 | 0.050 | 0.153 | −0.568 | 0.558 |
TobinQ | 6651 | 1.421 | 1.362 | 0.122 | 7.535 |
Stata | 6651 | 0.078 | 0.163 | 0 | 0.722 |
CSR | DJG_nonsoe | D_nonsoe | Shr_nonsoe1st | Shr_nonse | Size | Lev | Liquidity | Density | Growth | Roe | Lnlabor | Market | TobinQ | Stata | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CSR | 1 | ||||||||||||||
DJG_nonsoe | 0.027 ** | 1 | |||||||||||||
D_nonsoe | 0.031 ** | 0.925 *** | 1 | ||||||||||||
Shr_nonsoe1st | 0.074 *** | 0.199 *** | 0.190 *** | 1 | |||||||||||
Shr_nonsoe | 0.066 *** | 0.307 *** | 0.307 *** | 0.878 *** | 1 | ||||||||||
Size | 0.242 *** | −0.115 *** | −0.105 *** | 0.176 *** | 0.116 *** | 1 | |||||||||
Lev | −0.075 *** | −0.108 *** | −0.104 *** | 0.029 ** | −0.014 | 0.423 *** | 1 | ||||||||
Liquidity | 0.151 *** | 0.018 | 0.021 * | 0.024 ** | 0.017 | 0.101 *** | −0.184 *** | 1 | |||||||
Density | −0.026 ** | −0.042 *** | −0.050 *** | −0.005 | −0.006 | 0.046 *** | 0.013 | −0.163 *** | 1 | ||||||
Growth | 0.086 *** | 0.044 *** | 0.048 *** | 0.034 *** | 0.056 *** | 0.066 *** | 0.030 ** | 0.026 ** | −0.090 *** | 1 | |||||
Roe | 0.418 *** | 0.059 *** | 0.060 *** | 0.044 *** | 0.068 *** | 0.155 *** | −0.222 *** | 0.274 *** | −0.109 *** | 0.203 *** | 1 | ||||
Lnlabor | 0.147 *** | −0.085 *** | −0.068 *** | 0.155 *** | 0.111 *** | 0.721 *** | 0.257 *** | 0.178 *** | −0.342 *** | 0.001 | 0.083 *** | 1 | |||
Market | 0.391 *** | 0.081 *** | 0.081 *** | 0.006 | 0.023 * | 0.161 *** | −0.281 *** | 0.343 *** | −0.039 *** | 0.174 *** | 0.612 *** | 0.024 ** | 1 | 0 | |
TobinQ | −0.053 *** | 0.147 *** | 0.136 *** | −0.039 *** | 0.026 ** | −0.573 *** | −0.473 *** | 0.011 | −0.021 * | −0.005 | 0.035 *** | −0.388 *** | 0.029 ** | 1 | |
Stata | 0.015 | 0.023 * | 0.012 | −0.075 *** | −0.084 *** | 0.045 *** | −0.029 ** | 0.029 ** | 0.011 | 0.132 *** | 0.060 *** | 0.019 | 0.095 *** | 0.030 ** | 1 |
CSR | ||||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
Shr_nonsoe1st | 5.886 *** (3.11) | |||
Shr_nonsoe | 3.435 *** (2.65) | |||
DJG_nonsoe | 7.296 *** (2.93) | |||
D_nonsoe | 5.954 *** (3.18) | |||
Size | 3.020 *** (11.83) | 3.052 *** (11.99) | 3.132 *** (12.40) | 3.134 *** (12.41) |
Lev | −10.524 *** (−9.92) | −10.540 *** (−9.93) | −10.631 *** (−10.01) | −10.624 *** (−10.01) |
Liquidity | 0.616 (0.22) | 0.661 (0.23) | 0.698 (0.24) | 0.721 (0.25) |
Density | −0.143 * (−1.68) | −0.148 * (−1.73) | −0.138 (−1.61) | −0.136 (−1.59) |
Roe | 31.385 *** (16.53) | 31.378 *** (16.52) | 31.514 *** (16.58) | 31.503 *** (16.58) |
Lnlabor | 0.142 (0.57) | 0.142 (0.57) | 0.169 (0.68) | 0.163 (0.65) |
Growth | −0.220 (−0.48) | −0.232 (−0.51) | −0.193 (−0.42) | −0.205 (−0.45) |
Market | 19.446 *** (13.27) | 19.285 *** (13.17) | 18.895 *** (12.82) | 18.892 *** (12.85) |
TobinQ | 0.226 (1.38) | 0.227 (1.38) | 0.239 (1.47) | 0.239 (1.47) |
Stata | −3.625 *** (−3.68) | −3.652 *** (−3.70) | −3.944 *** (−4.02) | −3.915 *** (−3.99) |
Constant | −36.233 *** (−8.31) | −37.025 *** (−8.53) | −38.790 *** (−8.97) | −38.813 *** (−8.98) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.387 | 0.386 | 0.387 | 0.387 |
ICI | CSR | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
Shr_nonsoe1st | 3.710 *** (5.58) | 4.786 ** (2.53) | ||
Shr_nonsoe | 2.817 *** (6.07) | 2.596 ** (2.00) | ||
ICI | 0.297 *** (8.37) | 0.298 *** (8.39) | ||
Size | 0.748 *** (7.82) | 0.755 *** (7.90) | 2.798 *** (10.89) | 2.827 *** (11.03) |
Lev | −2.891 *** (−6.78) | −2.888 *** (−6.77) | −9.667 *** (−9.12) | −9.679 *** (−9.12) |
Liquidity | −0.547 (−0.51) | −0.507 (−0.48) | 0.778 (0.27) | 0.812 (0.29) |
Density | −0.094 * (−2.55) | −0.097 ** (−2.65) | −0.116 (−1.36) | −0.119 (−1.40) |
Roe | 0.738 (0.95) | 0.701 (0.90) | 31.166 *** (16.64) | 31.169 *** (16.65) |
Lnlabor | −0.146 (−1.52) | −0.149 (−1.55) | 0.185 (0.74) | 0.186 (0.75) |
Growth | −0.204 (−0.97) | −0.226 (−1.07) | −0.159 (−0.35) | −0.165 (−0.37) |
Market | 3.120 *** (5.07) | 3.046 *** (4.96) | 18.521 *** (12.73) | 18.378 *** (12.65) |
TobinQ | −0.140 ** (−2.00) | −0.149 ** (−2.13) | 0.268 ** (1.66) | 0.271 * (1.67) |
Stata | −2.381 *** (−5.74) | −2.352 *** (−5.66) | −2.919 *** (−3.00) | −2.952 *** (−3.02) |
Constant | 22.827 *** (13.65) | 22.569 *** (13.52) | −43.002 *** (−9.86) | −43.748 *** (−10.06) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.204 | 0.205 | 0.395 | 0.395 |
ICI | CSR | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
DJG_nonsoe | 2.011 ** (2.03) | 6.692 *** (2.70) | ||
D_nonsoe | 1.724 ** (2.32) | 5.437 *** (2.91) | ||
ICI | 0.301 *** (8.49) | 0.300 *** (8.48) | ||
Size | 0.814 *** (8.52) | 0.815 *** (8.53) | 2.887 *** (11.33) | 2.890 *** (11.34) |
Lev | −2.949 *** (−6.87) | −2.947 *** (−6.86) | −9.744 *** (−9.19) | −9.739 *** (−9.19) |
Liquidity | −0.530 (−0.50) | −0.522 (−0.49) | 0.857 (0.30) | 0.877 (0.31) |
Density | −0.092 ** (−2.50) | −0.091 ** (−2.48) | −0.110 (−1.30) | −0.108 (−1.28) |
Roe | 0.831 (1.06) | 0.827 (1.06) | 31.264 *** (16.68) | 31.255 *** (16.69) |
Lnlabor | −0.133 (−1.39) | −0.135 (−1.40) | 0.209 (0.84) | 0.204 (0.82) |
Growth | −0.176 (−0.83) | −0.179 (−0.85) | −0.141 (−0.31) | −0.151 (−0.34) |
Market | 2.859 *** (4.61) | 2.855 *** (4.61) | 18.035 *** (12.34) | 18.036 *** (12.36) |
TobinQ | −0.119 * (−1.69) | −0.119 * (−1.71) | 0.275 * (1.72) | 0.275 * (1.72) |
Stata | −2.567 *** (−6.19) | −2.559 *** (−6.17) | −3.173 *** (−3.27) | −3.148 *** (−3.24) |
Constant | 21.390 *** (12.82) | 21.376 *** (12.82) | −45.219 *** (−10.46) | −45.227 *** (−10.46) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.201 | 0.201 | 0.395 | 0.395 |
First-Step | Second-Step | First-Step | Second-Step | First-Step | Second-Step | First-Step | Second-Step | |
---|---|---|---|---|---|---|---|---|
Shr_nonsoe1st | CSR | Shr_nonsoe | CSR | DJG_nonsoe | CSR | D_nonsoe | CSR | |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
TERRITORIES | 0.021 *** (6.21) | 0.017 *** (3.41) | 0.009 *** (4.21) | 0.014 *** (4.60) | ||||
COMPORT | −0.006 * (−1.75) | 0.001 (0.19) | 0.001 (0.34) | 0.000 (0.12) | ||||
Shr_nonsoe1st | 62.527 *** (2.86) | |||||||
Shr_nonsoe | 58.109 *** (2.74) | |||||||
DJG_nonsoe | 112.873 *** (2.76) | |||||||
D_nonsoe | 76.422 *** (2.83) | |||||||
Size | 0.017 *** (9.33) | 2.058 *** (4.44) | 0.020 *** (8.05) | 1.969 *** (3.84) | −0.002 (−1.45) | 3.297 *** (11.89) | −0.002 * (−1.65) | 3.303 *** (12.08) |
Lev | −0.011 (−1.51) | −9.750 *** (−8.30) | −0.017 (−1.61) | −9.501 *** (−7.50) | 0.005 (0.95) | −11.003 *** (−9.42) | 0.005 (0.76) | −10.847 *** (−9.57) |
Liquidity | −0.008 (−0.38) | 0.774 (0.25) | −0.025 (−0.88) | 1.643 (0.50) | −0.017 (−1.31) | 2.116 (0.66) | −0.025 (−1.54) | 2.156 (0.69) |
Density | 0.000 (0.64) | −0.146 (−1.58) | 0.002 ** (2.01) | −0.226 ** (−2.18) | −0.000 (−1.43) | −0.064 (−0.66) | −0.001 ** (−1.97) | −0.052 (−0.55) |
Roe | 0.022 * (1.86) | 29.825 *** (14.26) | 0.043 *** (2.76) | 28.684 *** (12.15) | 0.001 (0.20) | 31.033 *** (15.38) | 0.002 (0.29) | 30.987 *** (15.59) |
Lnlabor | 0.003 * (1.68) | −0.005 (−0.02) | 0.005 ** (2.01) | −0.102 (−0.34) | −0.001 (−1.22) | 0.344 (1.22) | −0.001 (−0.41) | 0.235 (0.87) |
Growth | 0.010 *** (2.70) | −0.793 (−1.44) | 0.021 *** (4.11) | −1.378 ** (−2.00) | 0.005 ** (2.14) | −0.670 (−1.26) | 0.008 *** (2.67) | −0.731 (−1.35) |
Market | −0.051 *** (−4.58) | 22.386 *** (11.38) | −0.039 ** (−2.56) | 21.593 *** (11.19) | 0.035 *** (4.87) | 15.343 *** (7.16) | 0.044 *** (4.76) | 15.958 *** (8.22) |
TobinQ | 0.009 *** (7.90) | −0.246 (−0.97) | 0.015 *** (8.90) | −0.553 (−1.54) | 0.005 *** (5.37) | −0.288 (−1.05) | 0.006 *** (5.07) | −0.195 (−0.80) |
Stata | −0.045 *** (−8.08) | −0.981 (−0.67) | −0.070 *** (−8.95) | 0.281 (0.15) | 0.007 (1.50) | −4.589 *** (−4.17) | 0.004 (0.65) | −4.102 *** (−3.90) |
Constant | −0.359 *** (−11.46) | −16.365 * (−1.83) | −0.382 *** (−9.12) | −16.763 * (−1.81) | 0.062 *** (3.24) | −45.911 *** (−8.57) | 0.078 *** (3.05) | −44.906 *** (−8.78) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
R2 | 0.074 | 0.293 | 0.070 | 0.221 | 0.051 | 0.241 | 0.049 | 0.272 |
Kleibergen-Paap rk LM statistic | 50.284 (0.000) | 30.525 (0.000) | 34.889 (0.000) | 43.138 (0.000) | ||||
Cragg-Donald Wald F | 25.132 | 15.737 | 17.696 | 21.888 | ||||
Hansen J statistic | 0.239 (0.625) | 0.062 (0.803) | 0.090 (0.764) | 0.043(0.836) | ||||
Observations | 6651 | 6651 | 6651 | 6651 | 6651 | 6651 | 6651 | 6651 |
CSR | |||
---|---|---|---|
(1) | (2) | (3) | |
Mixrate | 1.205 ** (2.06) | ||
DJG_dum | 1.810 *** (4.48) | ||
D_dum | 1.712 *** (4.06) | ||
Size | 3.089 *** (12.21) | 3.162 *** (12.52) | 3.154 *** (12.49) |
Lev | −10.629 *** (−10.01) | −10.709 *** (−10.12) | −10.700 *** (−10.11) |
Liquidity | −10.629 *** (0.21) | 0.616 (0.22) | 0.738 (0.26) |
Density | −0.146 * (−1.71) | −0.146 * (−1.72) | −0.139 (−1.63) |
Roe | 31.574 *** (16.59) | 31.441 *** (16.54) | 31.452 *** (16.55) |
Lnlabor | 0.153 (0.61) | 0.164 (0.66) | 0.165 (0.66) |
Growth | −0.186 (−0.41) | −0.240 (−0.52) | −0.246 (−0.54) |
Market | 19.310 *** (13.20) | 18.792 *** (12.77) | 18.831 *** (12.80) |
TobinQ | 0.239 (1.45) | 0.249 (1.53) | 0.242 (1.49) |
Stata | −3.718 *** (−3.77) | −3.978 *** (−4.06) | −3.907 *** (−3.99) |
Constant | −37.896 *** (−8.78) | −39.717 *** (−9.16) | −39.437 *** (−9.11) |
Year/Industry | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 |
R2 | 0.387 | 0.388 | 0.388 |
ICI | CSR | |||||
---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | |
Mixrate | 0.579 ** (2.57) | 1.031 * (1.78) | ||||
DJG_dum | 0.612 *** (4.00) | 1.629 *** (4.06) | ||||
D_dum | 0.594 *** (3.73) | 1.536 *** (3.67) | ||||
ICI | 0.301 *** (8.49) | 0.296 *** (8.36) | 0.297 *** (8.39) | |||
Size | 0.796 *** (8.35) | 0.825 *** (8.65) | 0.823 *** (8.62) | 2.849 *** (11.17) | 2.918 *** (11.44) | 2.909 *** (11.42) |
Lev | −2.953 *** (−6.89) | −2.977 *** (−6.94) | −2.975 *** (−6.93) | −9.741 *** (−9.18) | −9.828 *** (−9.30) | −9.816 *** (−9.28) |
Liquidity | −0.562 (−0.53) | −0.551 (−0.52) | −0.509 (−0.48) | 0.758 (0.27) | 0.780 (0.28) | 0.889 (0.31) |
Density | −0.095 *** (−2.58) | −0.094 ** (−2.57) | −0.092 ** (−2.50) | −0.117 (−1.38) | −0.118 (−1.40) | −0.111 (−1.31) |
Roe | 0.853 (1.10) | 0.804 (1.03) | 0.807 (1.04) | 31.317 *** (16.69) | 31.203 *** (16.65) | 31.212 *** (16.66) |
Lnlabor | −0.138 (−1.44) | −0.134 (−1.40) | −0.134 (−1.39) | 0.195 (0.78) | 0.203 (0.82) | 0.205 (0.82) |
Growth | −0.179 (−0.85) | −0.193 (−0.91) | −0.196 (−0.93) | −0.132 (−0.30) | −0.182 (−0.41) | −0.188 (−0.42) |
Market | 3.008 *** (4.88) | 2.809 *** (4.54) | 2.819 *** (4.56) | 18.405 *** (12.68) | 17.960 *** (12.30) | 17.993 *** (12.33) |
TobinQ | −0.127 * (−1.81) | −0.118 * (−1.69) | −0.121 * (−1.73) | 0.277 * (1.71) | 0.284 * (1.78) | 0.277 * (1.74) |
Stata | −2.467 *** (−5.93) | −2.581 *** (−6.24) | −2.557 *** (−6.18) | −2.976 *** (−3.05) | −3.214 *** (−3.32) | −3.148 *** (−3.25) |
Constant | 21.718 *** (13.06) | 21.046 *** (12.62) | 21.130 *** (12.67) | −44.426 *** (−10.29) | −45.945 *** (−10.60) | −45.715 *** (−10.56) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 | 6651 | 6651 |
R2 | 0.202 | 0.203 | 0.202 | 0.395 | 0.396 | 0.396 |
Low Marketization Degree | High Marketization Degree | Low Competition Level | High Competition Level | High Profitability | Low Profitability | |
---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | |
Panel A | ||||||
Shr_nonsoe1st | 7.574 ** (2.71) | 4.292 (1.63) | 7.884 *** (3.53) | 3.170 (0.88) | 6.645 *** (2.58) | 3.192 (1.16) |
Size | 3.443 *** (9.19) | 2.180 *** (5.99) | 2.794 *** (9.30) | 4.114 *** (8.00) | 2.771 *** (7.93) | 3.201 *** (8.72) |
Lev | −11.696 *** (−7.90) | −8.545 *** (−5.48) | −10.515 *** (−8.11) | −12.053 *** (−6.26) | −8.146 *** (−4.57) | −9.069 *** (−6.09) |
Liquidity | 3.599 (0.92) | −3.252 (−0.78) | −1.715 (−0.50) | 6.451 (1.23) | −0.126 (−0.03) | −3.318 (−0.85) |
Density | −0.125 (−0.95) | −0.113 (−1.01) | −0.144 (−1.38) | −0.359 ** (−2.37) | −0.252 ** (−2.03) | 0.178 (1.48) |
Roe | 27.700 *** (10.78) | 34.697 *** (12.45) | 30.665 *** (12.88) | 32.235 *** (9.97) | 28.094 *** (5.85) | 21.526 *** (9.82) |
Lnlabor | −0.102 (−0.28) | 0.719 ** (2.02) | −0.074 (−0.25) | 0.625 (1.31) | 0.200 (0.59) | 0.071 (0.20) |
Growth | −0.050 (−0.09) | −0.503 (−0.70) | −0.673 (−1.28) | 0.549 (0.58) | −1.606 *** (−2.65) | 0.612 (0.89) |
Market | 19.443 *** (9.25) | 19.924 *** (9.27) | 19.161 *** (10.82) | 18.305 *** (6.59) | 14.436 *** (6.53) | 24.970 *** (10.79) |
TobinQ | 0.352 (1.55) | −0.077 (0.32) | 0.101 (0.49) | 0.692 ** (2.45) | −0.157 (−0.69) | 0.464 * (1.89) |
Stata | −5.683 *** (−4.24) | −1.166 (−0.83) | −3.190 *** (−2.80) | −4.447 ** (−2.22) | −1.982 (−1.56) | −6.182 *** (−4.06) |
Constant | −44.076 *** (−6.80) | −22.181 *** (−3.62) | −29.403 *** (−5.76) | −63.836 *** (−7.15) | −30.677 *** (−5.14) | −41.717 *** (−6.64) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 3390 | 3261 | 4568 | 2083 | 3357 | 3294 |
R2 | 0.383 | 0.393 | 0.391 | 0.400 | 0.298 | 0.364 |
Panel B | ||||||
Shr_nonsoe | 4.129 ** (2.17) | 2.525 (1.38) | 5.448 *** (3.48) | −0.432 (−0.19) | 4.447 ** (2.48) | 0.456 (0.24) |
Size | 3.477 *** (9.29) | 2.201 *** (6.06) | 2.823 *** (9.43) | 4.151 *** (8.06) | 2.802 *** (8.04) | 3.260 *** (8.92) |
Lev | −11.766 *** (−7.94) | −8.516 *** (−5.46) | −10.542 *** (−8.12) | −12.093 *** (−6.26) | −8.085 *** (−4.54) | −9.154 *** (−6.15) |
Liquidity | 3.719 (0.95) | −3.249 (−0.78) | −1.678 (−0.49) | 6.443 (1.23) | −0.018 (−0.00) | −3.273 (−0.83) |
Density | −0.133 (−1.01) | −0.114 (−1.02) | −0.153 (−1.46) | −0.356 ** (−2.35) | −0.255 ** (−2.05) | 0.176 (1.46) |
Roe | 27.686 *** (10.77) | 34.693 *** (12.46) | 30.632 *** (12.85) | 32.234 *** (9.98) | 27.926 *** (5.81) | 21.574 *** (9.85) |
Lnlabor | −0.123 (−0.34) | 0.731 ** (2.05) | −0.070 (−0.23) | 0.624 (1.31) | 0.187 (0.55) | 0.068 (0.19) |
Growth | −0.080 (−0.14) | −0.503 (−0.70) | −0.704 (−1.34) | 0.617 (0.65) | −1.643 *** (−2.72) | 0.641 (0.93) |
Market | 19.291 *** (9.22) | 19.769 *** (9.18) | 18.995 *** (12.85) | 18.462 *** (6.64) | 14.271 *** (6.44) | 24.729 *** (10.72) |
TobinQ | 0.348 (1.52) | −0.075 (−0.31) | 0.096 (0.46) | 0.709 ** (2.50) | −0.166 (−0.73) | 0.489 ** (1.99) |
Stata | −5.693 *** (−4.24) | −1.208 (−0.85) | −3.210 *** (−2.82) | −4.615 ** (−2.28) | −1.949 (−1.53) | −6.311 *** (−4.14) |
Constant | −44.72 *** (−6.91) | −22.838 *** (−3.74) | −30.26 *** (−5.96) | −64.427 *** (−7.20) | −31.453 *** (−5.29) | −42.88 *** (−6.88) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 3390 | 3261 | 4568 | 2083 | 3357 | 3294 |
R2 | 0.382 | 0.393 | 0.391 | 0.400 | 0.297 | 0.364 |
Low Marketization Degree | High Marketization Degree | Low Competition Level | High Competition Level | High Profitability | Low Profitability | |
---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | |
Panel C | ||||||
DJG_nonsoe | 9.096 ** (2.57) | 4.549 (1.28) | 8.219 ** (2.77) | 4.663 (1.05) | 11.610 *** (3.50) | 0.409 (0.11) |
Size | 3.543 *** (9.55) | 2.270 *** (6.28) | 2.947 *** (9.91) | 4.156 *** (8.13) | 2.898 *** (8.34) | 3.273 *** (9.07) |
Lev | −11.983 *** (−8.09) | −8.490 *** (−5.44) | −10.683 *** (−8.21) | −12.002 *** (−6.22) | −8.061 *** (−4.54) | −9.171 *** (−6.17) |
Liquidity | 3.862 (0.98) | −3.251 (−0.78) | −1.641 (−0.48) | 6.502 (1.24) | 0.374 (0.09) | −3.282 (−0.84) |
Density | −0.117 (−0.89) | −0.108 (−0.96) | −0.136 (−1.29) | −0.356 ** (−2.35) | −0.235 * (−1.89) | 0.177 (1.46) |
Roe | 27.969 *** (10.87) | 34.684 *** (12.46) | 30.855 *** (12.96) | 32.318 *** (9.96) | 27.948 *** (5.84) | 21.583 *** (9.85) |
Lnlabor | −0.079 (−0.22) | 0.742 ** (2.08) | −0.021 (−0.07) | 0.614 (1.29) | 0.247 (0.73) | 0.067 (0.18) |
Growth | −0.039 (−0.07) | −0.467 (−0.65) | −0.627 (−1.20) | 0.558 (0.59) | −1.641 *** (−2.73) | 0.650 (0.94) |
Market | 18.721 *** (8.88) | 19.625 *** (9.06) | 18.330 *** (10.33) | 18.170 *** (6.52) | 13.595 *** (6.11) | 24.689 *** (10.69) |
TobinQ | 0.374 * (1.66) | −0.072 (−0.30) | 0.143 (0.69) | 0.676 ** (2.41) | −0.187 (−0.84) | 0.495 ** (2.02) |
Stata | −6.051 *** (−4.53) | −1.405 (−1.00) | −3.561 ** (−3.13) | −4.691 ** (−2.35) | −2.406 * (−1.90) | −6.339 *** (−4.17) |
Constant | −46.320 *** (−7.20) | −24.257 *** (−3.97) | −33.029 *** (−6.52) | −64.607 *** (−7.26) | −33.772 *** (−5.66) | −43.129 *** (−6.96) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 3390 | 3261 | 4568 | 2083 | 3357 | 3294 |
R2 | 0.382 | 0.393 | 0.390 | 0.400 | 0.298 | 0.363 |
Panel D | ||||||
D_nonsoe | 8.668 ** (3.10) | 3.003 (1.16) | 5.779 ** (2.51) | 5.239 (1.63) | 7.844 *** (3.25) | 1.983 (0.68) |
Size | 3.544 *** (9.56) | 2.268 *** (6.27) | 2.948 *** (9.91) | 4.163 *** (8.14) | 2.888 *** (8.31) | 3.276 *** (9.08) |
Lev | −11.966 *** (−8.09) | −8.487 *** (−5.44) | −10.650 *** (−8.19) | −11.971 *** (−6.22) | −7.985 *** (−4.50) | −9.183 *** (−6.18) |
Liquidity | 3.962 (1.01) | −3.249 (−0.78) | −1.679 (−0.49) | 6.608 (1.27) | 0.280 (0.07) | −3.302 (−0.84) |
Density | −0.115 (−0.87) | −0.107 (−0.95) | −0.135 (−1.29) | −0.353 ** (−2.34) | −0.238 * (−1.92) | 0.179 (1.48) |
Roe | 27.941 *** (10.86) | 34.683 *** (12.46) | 30.892 *** (12.98) | 32.274 *** (9.96) | 27.940 *** (5.84) | 21.558 *** (9.83) |
Lnlabor | −0.084 (−0.24) | 0.741 ** (2.07) | −0.029 (−0.10) | 0.597 (1.25) | 0.237 (0.70) | 0.071 (0.19) |
Growth | −0.053 (−0.09) | −0.471 (−0.65) | −0.643 (−1.23) | 0.548 (0.58) | −1.651 *** (−2.73) | 0.646 (0.94) |
Market | 18.724 *** (8.89) | 19.657 *** (9.10) | 18.332 *** (10.34) | 18.147 *** (6.53) | 13.834 *** (6.25) | 24.697 *** (10.69) |
TobinQ | 0.371 * (1.65) | −0.069 (−0.29) | 0.152 (0.74) | 0.658 ** (2.35) | −0.175 (−0.78) | 0.493 ** (2.01) |
Stata | −6.120 *** (−4.59) | −1.353 (−0.96) | −3.543 *** (−3.12) | −4.686 ** (−2.36) | −2.315 * (−1.83) | −6.333 *** (−4.16) |
Constant | −46.339 *** (−7.21) | −24.211 *** (−3.96) | −32.978 *** (−6.51) | −64.682 *** (−7.27) | −33.499 *** (−5.62) | −43.263 *** (−6.99) |
Year/Industry | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 3390 | 3261 | 4568 | 2083 | 3357 | 3294 |
R2 | 0.383 | 0.393 | 0.390 | 0.400 | 0.298 | 0.364 |
Panel A | ||||
Shareholders | ||||
Shr_nonsoe1st | 2.032 *** (4.19) | |||
Shr_nonsoe | 1.595 *** (4.52) | |||
DJG_nonsoe | 4.927 *** (7.31) | |||
D_nonsoe | 4.033 *** (7.91) | |||
Constant | −7.707 *** (−6.35) | −7.829 *** (−6.49) | −8.752 *** (−7.34) | −8.769 *** (−7.36) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.710 | 0.710 | 0.711 | 0.711 |
Panel B | ||||
Employees | ||||
Shr_nonsoe1st | 0.940 ** (2.25) | |||
Shr_nonsoe | 0.371 (1.32) | |||
DJG_nonsoe | 1.370 ** (2.52) | |||
D_nonsoe | 1.520 *** (3.50) | |||
Constant | −11.657 *** (−12.61) | −11.849 *** (−12.84) | −12.079 *** (−13.12) | −12.118 *** (−13.17) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.209 | 0.209 | 0.209 | 0.210 |
Panel C | ||||
Supply Chain | ||||
Shr_nonsoe1st | 1.208 * (1.95) | |||
Shr_nonsoe | 0.498 (1.16) | |||
DJG_nonsoe | 1.457 * (1.69) | |||
D_nonsoe | 0.932 (1.47) | |||
Constant | −8.804 *** (−6.26) | −9.044 *** (−6.46) | −9.326 *** (−6.70) | −9.309 *** (−6.69) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.213 | 0.213 | 0.213 | 0.213 |
Panel D | ||||
Environment | ||||
Shr_nonsoe1st | 1.261 ** (1.96) | |||
Shr_nonsoe | 0.296 (0.69) | |||
DJG_nonsoe | 0.364 (0.49) | |||
D_nonsoe | 0.312 (0.53) | |||
Constant | −9.676 *** (−6.89) | −10.008 *** (−7.12) | −10.143 *** (−7.25) | −10.145 *** (−7.25) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.212 | 0.212 | 0.212 | 0.212 |
Panel E | ||||
Public Welfare | ||||
Shr_nonsoe1st | 0.680 (1.43) | |||
Shr_nonsoe | 0.857 ** (2.41) | |||
DJG_nonsoe | −0.600 (−0.84) | |||
D_nonsoe | −0.775 (−1.51) | |||
Constant | 1.611 (1.35) | 1.690 (1.43) | 1.413 (1.19) | 1.439 (1.22) |
Year/Industry | Yes | Yes | Yes | Yes |
Observations | 6651 | 6651 | 6651 | 6651 |
R2 | 0.336 | 0.336 | 0.335 | 0.336 |
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Share and Cite
Zhang, R.; Lin, Y.; Kuang, Y. Will the Governance of Non-State Shareholders Inhibit Corporate Social Responsibility Performance? Evidence from the Mixed-Ownership Reform of China’s State-Owned Enterprises. Sustainability 2022, 14, 527. https://doi.org/10.3390/su14010527
Zhang R, Lin Y, Kuang Y. Will the Governance of Non-State Shareholders Inhibit Corporate Social Responsibility Performance? Evidence from the Mixed-Ownership Reform of China’s State-Owned Enterprises. Sustainability. 2022; 14(1):527. https://doi.org/10.3390/su14010527
Chicago/Turabian StyleZhang, Rongwu, Yanzhen Lin, and Yingxu Kuang. 2022. "Will the Governance of Non-State Shareholders Inhibit Corporate Social Responsibility Performance? Evidence from the Mixed-Ownership Reform of China’s State-Owned Enterprises" Sustainability 14, no. 1: 527. https://doi.org/10.3390/su14010527
APA StyleZhang, R., Lin, Y., & Kuang, Y. (2022). Will the Governance of Non-State Shareholders Inhibit Corporate Social Responsibility Performance? Evidence from the Mixed-Ownership Reform of China’s State-Owned Enterprises. Sustainability, 14(1), 527. https://doi.org/10.3390/su14010527