The Impact and Mechanism of ESG Performance on Corporate Continuous Innovation: Evidence from China
Abstract
:1. Introduction
2. Literature Review and Research Hypothesis
2.1. Literature Review
2.2. Research Hypotheses
2.2.1. ESG Performance and Corporate Continuous Innovation
2.2.2. ESG Performance, Financing Constraints, and Corporate Continuous Innovation
2.2.3. ESG Performance, Social Trust, and Corporate Continuous Innovation
2.2.4. ESG Performance, Agency Costs, and Corporate Continuous Innovation
2.2.5. ESG Performance, Human Capital, and Corporate Continuous Innovation
2.2.6. ESG Performance, Social Capital, and Corporate Continuous Innovation
3. Research Design
3.1. Sample Selection
3.2. Variable Definitions
3.2.1. Dependent Variable
3.2.2. Independent Variable
3.2.3. Control Variables
3.3. Model Setup
3.4. Descriptive Statistics
3.5. Correlation Test
4. Empirical Results and Analysis
4.1. Benchmark Regression Results
4.2. Endogeneity Tests
4.2.1. Lagging Independent Variables
4.2.2. Instrumental Variables Method
4.2.3. Propensity-Score-Matching Method (PSM)
4.2.4. Adding Omitted Variables
4.3. Robustness Tests
4.3.1. Replacement of Dependent Variables
4.3.2. Replacement of Independent Variables
- (1)
- The nine ratings classified by the CSI ESG rating were based on the disclosure scores. Here, the independent variables were re-tested by replacing the ESG score (ESG1), as shown in column (2) of Table 8, and the results were still significantly positively correlated.
- (2)
- Different third-party ESG rating agencies have different evaluation systems, which results in different ESG ratings. To avoid the inconsistency of ESG performance due to different ESG ratings, this study used the Bloomberg ESG score (ESG2) as an independent variable. Bloomberg statistics on the ESG ratings of Chinese listed companies have fewer sample observations. This study used the currently existing Bloomberg ESG rating data as an independent variable for robustness testing, as shown in column (3) of Table 8, and the results remained significant.
5. Further Discussion
5.1. Mechanism Tests
5.1.1. Alleviating Financing Constraints
5.1.2. Increase Social Trust
5.1.3. Reducing Agency Costs
5.1.4. Valuing Human Capital
5.1.5. Increasing Social Capital
5.2. Heterogeneity Tests
5.2.1. Nature of Equity
5.2.2. Degree of Marketization
5.2.3. Impact of Major Public Health Events
5.3. Extensive Research
5.3.1. Life-Cycle-Based Test
5.3.2. Impact of ESG Performance on Innovation Resilience
6. Conclusions and Implications
6.1. Research Conclusions
6.2. Policy Suggestions and Managerial Implications
6.3. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Avramov, D.; Cheng, S.; Lioui, A.; Tarelli, A. Sustainable investing with ESG rating uncertainty. J. Financ. Econ. 2022, 145, 642–664. [Google Scholar] [CrossRef]
- Meng, T.; Yahya, M.H.D.H.; Ashhari, Z.M.; Yu, D. ESG performance, investor attention, and company reputation: Threshold model analysis based on panel data from listed companies in China. Heliyon 2023, 9, e20974. [Google Scholar] [CrossRef] [PubMed]
- He, F.; Ding, C.; Yue, W.; Liu, G. ESG performance and corporate risk-taking: Evidence from China. Int. Rev. Financ. Anal. 2023, 87, 102550. [Google Scholar] [CrossRef]
- Lian, Y.; Weng, X. ESG performance and investment efficiency. Financ. Res. Lett. 2024, 62, 105084. [Google Scholar] [CrossRef]
- Wong, W.C.; Batten, J.A.; Mohamed-Arshad, S.B.; Nordin, S.; Adzis, A.A.; Ahmad, A.H. Does ESG certification add firm value? Financ. Res. Lett. 2021, 39, 101593. [Google Scholar] [CrossRef]
- Xiang, G.; Wu, Y. Enterprise’s sustainable innovation in China: Practice and theoretical research. Chin. Manag. Stud. 2012, 6, 92–107. [Google Scholar] [CrossRef]
- Roper, S.; Hewitt-Dundas, N. Innovation persistence: Survey and case-study evidence. Res. Policy 2008, 37, 149–162. [Google Scholar] [CrossRef]
- Jelinek, M.; Schoonhoven, C.B. The Innovation Marathon: Lessons from High Technology Firms; Wiley-Blackwell: Hoboken, NJ, USA, 1990. [Google Scholar]
- Tavassoli, S.; Karlsson, C. Persistence of various types of innovation analyzed and explained. Res. Policy 2015, 44, 1887–1901. [Google Scholar] [CrossRef]
- Le Bas, C.; Scellato, G. Firm innovation persistence: A fresh look at the frameworks of analysis. Econ. Innov. New Technol. 2014, 23, 423–446. [Google Scholar] [CrossRef]
- Bai, X.; Han, J.; Ma, Y.; Zhang, W. ESG performance, institutional investors’ preference and financing constraints: Empirical evidence from China. Borsa Istanb. Rev. 2022, 22, S157–S168. [Google Scholar] [CrossRef]
- Eliwa, Y.; Aboud, A.; Saleh, A. ESG practices and the cost of debt: Evidence from EU countries. Crit. Perspect. Accoun. 2021, 79, 102097. [Google Scholar] [CrossRef]
- Raimo, N.; Caragnano, A.; Zito, M.; Vitolla, F.; Mariani, M. Extending the benefits of ESG disclosure: The effect on the cost of debt financing. Corp. Soc. Responsib. Environ. Manag. 2021, 28, 1412–1421. [Google Scholar] [CrossRef]
- Rajesh, R.; Rajendran, C. Relating environmental, social, and governance scores and sustainability performances of firms: An empirical analysis. Bus. Strateg. Environ. 2020, 29, 1247–1267. [Google Scholar] [CrossRef]
- Lin, Z. Does ESG performance indicate corporate economic sustainability? Evidence based on the sustainable growth rate. Borsa Istanb. Rev. 2024, 24, 485–493. [Google Scholar] [CrossRef]
- Yuan, X.; Li, Z.; Xu, J.; Shang, L. ESG disclosure and corporate financial irregularities–Evidence from Chinese listed firms. J. Clean. Prod. 2022, 332, 129992. [Google Scholar] [CrossRef]
- Zhao, S.; Chen, Y. ESG rating and labor income share: Firm-level evidence. Financ. Res. Lett. 2024, 63, 105361. [Google Scholar] [CrossRef]
- Long, H.; Feng, G.F.; Gong, Q.; Chang, C.P. ESG performance and green innovation: An investigation based on quantile regression. Bus. Strateg. Environ. 2023, 32, 5102–5118. [Google Scholar] [CrossRef]
- Lee, P.S.; Liu, Y.Y. The impact of environmental, social, and governance performance on the duration of earnings sustainability: A survival analysis. Appl. Econ. Lett. 2024, 1–8. [Google Scholar] [CrossRef]
- Song, K.; Xu, L.; Li, Z.; Wang, F. ESG investment and bank liquidity creation: The moderating effect of economic policy uncertainty. J. Financ. Res. 2022, 65, 61–79. [Google Scholar]
- Tsang, Y.P.; Fan, Y.; Feng, Z.; Li, Y. Examining supply chain vulnerability via an analysis of ESG-Prioritized firms amid the Russian-Ukrainian conflict. J. Clean. Prod. 2024, 434, 139754. [Google Scholar] [CrossRef]
- Ganter, A.; Hecker, A. Persistence of innovation: Discriminating between types of innovation and sources of state dependence. Res. Policy 2013, 42, 1431–1445. [Google Scholar] [CrossRef]
- Xiao, Z.; Lin, L. Financialization, life cycle and persistent innovation: An empirical research based on the industrial difference. J. Financ. Econ. 2019, 45, 43–57. [Google Scholar]
- He, Y.; Zhou, H.; Ding, J. Research on the impact of technological diversification on the persistence of innovation at firm-level. Stud. Sci. Sci. 2017, 35, 1896–1909. [Google Scholar]
- Pan, Z.; Li, Y.; Li, J. CEO’s power, chairman/CEO dyad characteristics and innovation sustainability. Bus. Manag. J. 2017, 39, 82–99. [Google Scholar]
- He, Y.; Zhang, S. A research on the effect of technological innovation persistence on firm’s performance. Sci. Res. Manag. 2017, 38, 1. [Google Scholar]
- Yao, S.; Duan, H. Persistent innovation and high-quality development of financially distressed enterprises. Sci. Res. Manag. 2023, 44, 44. [Google Scholar]
- Ye, Y.; Zhao, S. The Effect of Outward FDI on Capabilities of Sustained Innovation: Evidence from China. Sustainability 2023, 15, 4196. [Google Scholar] [CrossRef]
- Fang, X.; Hu, D. Corporate ESG performance and innovation-evidence from A-share listed companies. Econ. Res. J. 2023, 2, 91–106. [Google Scholar]
- Li, Y.; Li, S. ESG performance and innovation quality. Int. Rev. Econ. Financ. 2024, 92, 1361–1373. [Google Scholar] [CrossRef]
- Braganza, A.; Awazu, Y.; Desouza, K.C. Sustaining Innovation is Challenge for Incumbents. Res. Manag. 2009, 52, 46–56. [Google Scholar] [CrossRef]
- Li, Z.; Feng, L. Corporate ESG Performance and Commercial Credit Acquisition. J. Financ. Econ. 2022, 48, 151–165. [Google Scholar]
- Lo, K.Y.; Kwan, C.L. The effect of environmental, social, governance and sustainability initiatives on stock value—Examining market response to initiatives undertaken by listed companies. Corp. Soc. Responsib. Environ. Manag. 2017, 24, 606–619. [Google Scholar] [CrossRef]
- Rui, Z.; Lu, Y. Stakeholder pressure, corporate environmental ethics and green innovation. Asian J. Technol. Innov. 2021, 29, 70–86. [Google Scholar] [CrossRef]
- Tan, Y.; Zhu, Z. The effect of ESG rating events on corporate green innovation in China: The mediating role of financial constraints and managers’ environmental awareness. Technol. Soc. 2022, 68, 101906. [Google Scholar] [CrossRef]
- Peng, H.; Tan, H.; Zhang, Y. Human capital, financial constraints, and innovation investment persistence. Asian J. Technol. Innov. 2020, 28, 453–475. [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, 86, 59–100. [Google Scholar] [CrossRef]
- Xu, J.; Xiao, H. The impact of government subsidies on the persistence of firm innovation: Evidence from China. Appl. Econ. 2023, 1–16. [Google Scholar] [CrossRef]
- El Ghoul, S.; Gong, Z.J.; Guedhami, O.; Hou, F.; Tong, W.H. Social trust and firm innovation. J. Int. Financ. Mark. Institutions Money 2023, 84, 101745. [Google Scholar] [CrossRef]
- Li, S.; Li, J.; Zhang, Y. Social Trust. Commercial credit financing and enterprise innovation. J. Nankai Econ. Res. 2020, 3, 81–102. [Google Scholar]
- He, F.; Du, H.; Yu, B. Corporate ESG performance and manager misconduct: Evidence from China. Int. Rev. Financ. Anal. 2022, 82, 102201. [Google Scholar] [CrossRef]
- Bu, J.; Cuervo-Cazurra, A. Informality costs: Informal entrepreneurship and innovation in emerging economies. Strateg. Entrep. J. 2020, 14, 329–368. [Google Scholar] [CrossRef]
- Cheng, Y.-J.; Lang, X.; Wang, X.-N. Empirical Study of Influencing Factors of Continuous Improvements. In Proceedings of the Management Science and Engineering, 2006. ICMSE ’06, Lille, France, 5–7 October 2006. [Google Scholar]
- Manso, G. Motivating innovation. J. Financ. 2011, 66, 1823–1860. [Google Scholar] [CrossRef]
- Bosma, N.; Van Praag, M.; Thurik, R.; De Wit, G. The value of human and social capital investments for the business performance of startups. Small Bus. Econ. 2004, 23, 227–236. [Google Scholar] [CrossRef]
- Gu, F.F.; Hung, K.; Tse, D.K. When does guanxi matter? Issues of capitalization and its dark sides. J. Mark. 2008, 72, 12–28. [Google Scholar] [CrossRef]
- Gulati, R.; Nohria, N.; Zaheer, A. Strategic networks. Strateg. Manag. J. 2000, 21, 203–215. [Google Scholar] [CrossRef]
- Zahid, R.A.; Saleem, A.; Maqsood, U.S.; Sági, J. Moderating role of audit quality in ESG performance and capital financing dynamics: Insights in China. Environ. Dev. Sustain. 2024, 26, 12031–12060. [Google Scholar] [CrossRef]
- Zhang, D.; Lucey, B.M. Sustainable behaviors and firm performance: The role of financial constraints’ alleviation. Econ. Anal. Policy 2022, 74, 220–233. [Google Scholar] [CrossRef]
- Iurkov, V.; Benito, G.R. Domestic alliance networks and regional strategies of MNEs: A structural embeddedness perspective. J. Int. Bus. Stud. 2018, 49, 1033–1059. [Google Scholar] [CrossRef]
- Zhao, T.; Xiao, M.; Zhang, B. Corporate social network, ownership structure, and corporate financing constraints: Evidence from China. Int. Rev. Econ. Financ. 2023, 88, 1547–1564. [Google Scholar] [CrossRef]
- Hasan, I.; Hoi, C.K.S.; Wu, Q.; Zhang, H. Is social capital associated with corporate innovation? Evidence from publicly listed firms in the US. J. Corp. Financ. 2020, 62, 101623. [Google Scholar] [CrossRef]
- Triguero, A.; Córcoles, D. Understanding innovation: An analysis of persistence for Spanish manufacturing firms. Res. Policy 2013, 42, 340–352. [Google Scholar] [CrossRef]
- Xie, H.; Lyu, X. Responsible multinational investment: ESG and Chinese OFDI. Econ. Res. J. 2022, 57, 83–99. [Google Scholar]
- Li, J.; Lian, G.; Xu, A. How do ESG affect the spillover of green innovation among peer firms? Mechanism discussion and performance study. J. Bus. Res. 2023, 158, 113648. [Google Scholar] [CrossRef]
- Breuer, W.; Müller, T.; Rosenbach, D.; Salzmann, A. Corporate social responsibility, investor protection, and cost of equity: A cross-country comparison. J. Bank Financ. 2018, 96, 34–55. [Google Scholar] [CrossRef]
- Hadlock, C.J.; Pierce, J.R. New evidence on measuring financial constraints: Moving beyond the KZ index. Rev. Financ. Stud. 2010, 23, 1909–1940. [Google Scholar] [CrossRef]
- Ang, J.S.; Cole, R.A.; Lin, J.W. Agency costs and ownership structure. J. Financ. 2000, 55, 81–106. [Google Scholar] [CrossRef]
- Wu, Y.; Liu, X. Human capital and R&D activity: Evidence from Chinese private enterprises. China Econ. Quart 2009, 4, 1567–1590. [Google Scholar]
- Huergo, E.; Jaumandreu, J. How does probability of innovation change with firm age? Small Bus. Econ. 2004, 22, 193–207. [Google Scholar] [CrossRef]
- Balasubramanian, N.; Lee, J. Firm age and innovation. Ind. Corp. Change 2008, 17, 1019–1047. [Google Scholar] [CrossRef]
- Dickinson, V. Cash flow patterns as a proxy for firm life cycle. Account. Rev. 2011, 86, 1969–1994. [Google Scholar] [CrossRef]
Variable Category | Variable Symbol | The Variable Name | Variable Description |
---|---|---|---|
Dependent variable | OIP | Continuous innovation | Continuous innovation was assessed through post-period comparisons of innovation output indicators, the formula for which is shown above |
Independent variable | ESG | ESG performance | CSI ESG ratings were used; assignment rating values 1–9 were assigned |
Control variables | Big1 | Shareholding concentration | The shareholding ratio of the largest shareholder |
Indep | Board independence | The proportion of independent directors | |
Cashassets | Operating net cash flow | The ratio of the net cash flow from operations to the total assets | |
Tobinq | Market value | Corporate market value divided by replacement cost | |
Roe | Return on net assets | Net income divided by net assets | |
Staff | Staff size | The number of staff | |
Executives | Executives size | The number of executives | |
Fage | Corporate years | The number of years that the firm has been established |
Variables | N | Mean | S.D. | Min | Median | Max |
---|---|---|---|---|---|---|
OIP | 27,094 | 1.556 | 3.876 | 0 | 0.3836 | 28.92 |
ESG | 27,094 | 4.194 | 1.061 | 1 | 4 | 8 |
Big1 | 27,094 | 34.16 | 14.58 | 8.646 | 32.07 | 73.41 |
Indep | 27,094 | 37.66 | 5.342 | 33.33 | 36.36 | 57.14 |
Cashassets | 27,094 | 0.0493 | 0.0658 | −0.137 | 0.0476 | 0.239 |
Tobinq | 27,094 | 2.6390 | 1.866 | 0.84 | 2.042 | 10.95 |
Roe | 27,094 | 0.0731 | 0.114 | −0.488 | 0.078 | 0.354 |
Staff | 27,094 | 0.5320 | 1.057 | 0.0193 | 0.205 | 7.632 |
Executives | 27,094 | 6.4680 | 2.441 | 1 | 6 | 40 |
Fage | 27,094 | 2.8880 | 0.354 | 0.693 | 2.944 | 4.159 |
OIP | ESG | Big1 | Indep | Cashassets | Tobinq | Roe | Staff | Executives | Fage | |
---|---|---|---|---|---|---|---|---|---|---|
OIP | 1 | |||||||||
ESG | 0.085 *** | 1 | ||||||||
Big1 | 0.035 *** | 0.091 *** | 1 | |||||||
Indep | 0.044 *** | 0.073 *** | 0.051 *** | 1 | ||||||
Cashassets | 0.019 *** | 0.083 *** | 0.099 *** | 0.004 | 1 | |||||
Tobinq | −0.072 *** | −0.024 *** | −0.044 *** | 0.034 *** | 0.113 *** | 1 | ||||
Roe | 0.027 *** | 0.145 *** | 0.085 *** | −0.012 * | 0.253 *** | 0.111 *** | 1 | |||
Staff | 0.377 *** | 0.119 *** | 0.167 *** | 0.100 *** | 0.072 *** | −0.114 *** | 0.026 *** | 1 | ||
Executives | 0.091 *** | 0.120 *** | −0.008 | −0.056 *** | −0.007 | −0.071 *** | 0.048 *** | 0.153 *** | 1 | |
Fage | 0.031 *** | −0.029 *** | −0.097 *** | 0.004 | 0.050 *** | −0.132 *** | −0.052 *** | −0.010 | −0.010 | 1 |
Variables | OIP | OIP | OIP |
---|---|---|---|
ESG | 0.1524 *** | 0.1627 *** | 0.1306 *** |
(5.0911) | (5.5575) | (4.5663) | |
Big1 | −0.0004 | ||
(−0.0701) | |||
Indep | −0.0155 ** | ||
(−1.9966) | |||
Cashassets | −0.5526 * | ||
(−1.7701) | |||
Tobinq | −0.0211 | ||
(−1.1797) | |||
Roe | 0.4569 ** | ||
(2.4854) | |||
Staff | 0.8814 *** | ||
(4.4452) | |||
Executives | 0.0048 | ||
(0.1975) | |||
Fage | 1.3913 *** | ||
(2.6505) | |||
Constant | 0.9166 *** | −0.5813 | −3.7279 ** |
(7.3022) | (−0.8712) | (−2.5516) | |
Industry | No | Yes | Yes |
Year | No | Yes | Yes |
N | 27,094 | 27,094 | 27,094 |
R2 | 0.003 | 0.077 | 0.120 |
Variables | OIP | OIP | OIP |
---|---|---|---|
L.ESG | 0.1257 *** | ||
(4.3286) | |||
L2.ESG | 0.1310 *** | ||
(4.6577) | |||
L3.ESG | 0.0797 *** | ||
(2.7483) | |||
Controls | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Year | Yes | Yes | Yes |
N | 21,497 | 18,088 | 15,306 |
R2 | 0.107 | 0.086 | 0.072 |
Variables | First-Stage Regression | Second-Stage Regression |
---|---|---|
ESG | OIP | |
Fundnum | 0.0098 *** | |
(6.59) | ||
ESG-hat | 2.5227 *** | |
(2.8213) | ||
Controls | Yes | Yes |
Industry | Yes | Yes |
Year | Yes | Yes |
N | 27,094 | 27,094 |
Variables | OIP | OIP |
---|---|---|
(1) | (2) | |
ESG | 0.1094 *** | 0.1271 *** |
(3.0153) | (4.4602) | |
Controls | Yes | Yes |
Industry | Yes | Yes |
Year | Yes | Yes |
N | 13,129 | 27,094 |
R2 | 0.109 | 0.123 |
Variables | Inv | OIP | OIP |
---|---|---|---|
(1) | (2) | (3) | |
ESG | 0.0007 *** | ||
(3.3973) | |||
ESG1 | 0.0307 *** | ||
(5.0351) | |||
ESG2 | 0.0517 *** | ||
(3.4885) | |||
Controls | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Year | Yes | Yes | Yes |
N | 25,433 | 27,094 | 9289 |
R2 | 0.031 | 0.121 | 0.153 |
Variables | SA (1) | SAt + 1 (2) | Credit (3) | AC1 (4) | AC2 (5) | Salary1 (6) | Salary2 (7) | Degree (8) | Eigenvector (9) |
---|---|---|---|---|---|---|---|---|---|
ESG | 0.0046 *** (7.5810) | 0.0055 *** (8.7149) | 0.0026 ** (1.9948) | −0.0022 *** (−3.6587) | −0.0018 *** (−4.8873) | 0.0265 *** (2.8842) | 0.0214 *** (4.6191) | 0.0089 *** (8.8298) | 0.0004 *** (3.9629) |
Controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
N | 27,094 | 21,497 | 27,094 | 27,094 | 27,094 | 27,094 | 27,094 | 27,094 | 27,094 |
R2 | 0.897 | 0.888 | 0.020 | 0.194 | 0.281 | 0.198 | 0.357 | 0.264 | 0.014 |
Variables | OIP | OIP | OIP |
---|---|---|---|
ESG | 0.2148 *** (4.1850) | 0.5889 *** (4.7103 | 0.0564 * (1.8707) |
ESG × Soe | −0.1244 ** (−2.0908) | ||
Soe | 0.8026 *** (3.2038) | ||
ESG × Law | −0.0615 *** (−3.8226) | ||
Law | 0.1785 ** (2.4113) | ||
ESG × Covid | 0.2083 *** (4.6916 | ||
Covid | −0.5529 (−1.3174) | ||
Controls | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Year | Yes | Yes | Yes |
N | 27,094 | 27,094 | 27,094 |
R2 | 0.121 | 0.122 | 0.121 |
Year | Mean | P25 | P50 | P75 |
---|---|---|---|---|
2017 | 191.59 | 0 | 19.60 | 109.35 |
2018 | 208.55 | 0 | 32.74 | 130.58 |
2019 | 198.61 | 0 | 47.22 | 151.03 |
2020 | 211.02 | 0 | 43.83 | 149.25 |
2021 | 193.97 | 0 | 36.96 | 138.80 |
2022 | 104.98 | 0 | 21.49 | 75.57 |
Different Stages | Operating Cash Flow | Investment Cash Flow | Financing Cash Flow |
---|---|---|---|
Formative years | − | − | + |
+ | − | + | |
Maturity | + | − | − |
Recession | − | − | − |
+ | + | + | |
+ | + | − | |
− | + | + | |
− | + | − |
Variables | OIP Formative Years | OIP Maturity | OIP Recession |
---|---|---|---|
ESG | 0.1045 ** | 0.1150 ** | 0.0836 * |
(2.5067) | (2.4517) | (1.7835) | |
Controls | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Year | Yes | Yes | Yes |
N | 12,532 | 9789 | 4773 |
R2 | 0.182 | 0.102 | 0.062 |
Variables | R&D | Patent_All | Patent 1 | Patent 2 | Applied_All | Applied1 | Applied2 |
---|---|---|---|---|---|---|---|
ESG | 0.0380 *** | 0.0437 *** | 0.0419 *** | 0.0398 *** | 0.0422 *** | 0.0291 *** | 0.0480 *** |
(5.6406) | (5.0359) | (4.9317) | (4.5595) | (4.7697) | (3.5278) | (4.8605) | |
Controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
N | 27,094 | 27,094 | 27,094 | 27,094 | 21,497 | 21,497 | 21,497 |
R2 | 0.461 | 0.224 | 0.194 | 0.210 | 0.286 | 0.203 | 0.331 |
Variables | Eff_All | Eff1 | Eff2 |
---|---|---|---|
ESG | 0.0020 *** | 0.0019 *** | 0.0019 *** |
(4.1512) | (4.0710) | (3.8932) | |
Controls | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Year | Yes | Yes | Yes |
N | 27,094 | 27,094 | 27,094 |
R2 | 0.171 | 0.149 | 0.176 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ren, L.; Cheng, Y. The Impact and Mechanism of ESG Performance on Corporate Continuous Innovation: Evidence from China. Sustainability 2024, 16, 7562. https://doi.org/10.3390/su16177562
Ren L, Cheng Y. The Impact and Mechanism of ESG Performance on Corporate Continuous Innovation: Evidence from China. Sustainability. 2024; 16(17):7562. https://doi.org/10.3390/su16177562
Chicago/Turabian StyleRen, Li, and Yanping Cheng. 2024. "The Impact and Mechanism of ESG Performance on Corporate Continuous Innovation: Evidence from China" Sustainability 16, no. 17: 7562. https://doi.org/10.3390/su16177562
APA StyleRen, L., & Cheng, Y. (2024). The Impact and Mechanism of ESG Performance on Corporate Continuous Innovation: Evidence from China. Sustainability, 16(17), 7562. https://doi.org/10.3390/su16177562