Venture Capitalists on Boards and Corporate Innovation
Abstract
:1. Introduction
2. Literature Review
2.1. The Monitoring Mode of VC and Innovation
2.2. “Career Concern” and “Quiet Life”
3. Hypothesis Development
4. Sample, Data, and Methodology
4.1. Sample and Data
4.2. Empirical Models
4.3. Variable Definition
4.3.1. Innovation
4.3.2. Venture Capitalists on Boards
4.3.3. Control Variables
5. Empirical Result and Analysis
5.1. Descriptive Statistics and Correlation Analysis
5.2. Main Regression Results
6. Robustness Tests
7. Career Concerns or the Quiet Life Hypothesis: Which Theory Works?
8. Discussion
9. Conclusions and Implementation
Limitations
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Aghion, Philippe, Nick Bloom, Richard Blundell, Rachel Griffith, and Peter Howitt. 2005. Competition and Innovation: An Inverted-U Relationship. The Quarterly Journal of Economics 120: 701–28. [Google Scholar]
- Aghion, Philippe, John Van Reenen, and Luigi Zingales. 2013. Innovation and Institutional Ownership. American Economic Review 103: 277–304. [Google Scholar] [CrossRef] [Green Version]
- Allcock, Deborah, and Igor Filatotchev. 2010. Executive Incentive Schemes in Initial Public Offerings: The Effects of Multiple-Agency Conflicts and Corporate Governance. Journal of Management 36: 663–86. [Google Scholar] [CrossRef] [Green Version]
- Baker, Malcolm, and Paul A. Gompers. 2000. Executive Ownership and Control in Newly Public Firms: The Role of Venture Capitalists. SSRN 1999: 165173. [Google Scholar] [CrossRef] [Green Version]
- Baker, Malcolm, and Paul A. Gompers. 2003. The Determinants of Board Structure at the Initial Public Offering. Journal of Law & Economics 46: 569–98. [Google Scholar]
- Bengtsson, Ola, and John R. M. Hand. 2013. Employee Compensation in Entrepreneurial Companies. Journal of Economics & Management Strategy 22: 312–40. [Google Scholar]
- Bengtsson, Ola, and David H. Hsu. 2015. Ethnic matching in the US venture capital market. Journal of Business Venturing 30: 338–54. [Google Scholar] [CrossRef] [Green Version]
- Bernstein, Shai. 2015. Does Going Public Affect Innovation? The Journal of Finance 70: 1365–403. [Google Scholar] [CrossRef]
- Bernstein, Shai, Xavier Giroud, and Richard R. Townsend. 2016. The Impact of Venture Capital Monitoring. Journal of Finance 71: 1591–622. [Google Scholar] [CrossRef]
- Bertrand, Marianne, and Sendhil Mullainathan. 2003. Enjoying the Quiet Life? Corporate Governance and Managerial Preferences. Journal of Political Economy 111: 1043–75. [Google Scholar] [CrossRef] [Green Version]
- Bonini, Stefano, Senem Alkan, and Antonio Salvi. 2012. The Effects of Venture Capitalists on the Governance of Firms. Corporate Governance-An International Review 20: 21–45. [Google Scholar] [CrossRef]
- Bottazzi, Laura, Marco Da Rin, and Thomas Hellmann. 2008. Who are the Active Investors?: Evidence From Venture Capital. Journal of Financial Economics 89: 488–512. [Google Scholar] [CrossRef] [Green Version]
- Burchardt, Jens, Ulrich Hommel, Dzidziso Samuel Kamuriwo, and Carolina Billitteri. 2016. Venture Capital Contracting in Theory and Practice: Implications for Entrepreneurship Research. Entrepreneurship Theory and Practice 40: 25–48. [Google Scholar] [CrossRef] [Green Version]
- Cao, Jerry, Qigui Liu, and Gary G. Tian. 2014. Do Venture Capitalists Play a Monitoring Role in an Emerging Market? Evidence From the Pay–Performance Relationship of Chinese Entrepreneurial Firms. Pacific-Basin Finance Journal 29: 121–45. [Google Scholar] [CrossRef] [Green Version]
- Caselli, Stefano, Emilia Garcia-Appendini, and Filippo Ippolito. 2013. Contracts and returns in private equity investments. Journal of Financial Intermediation 22: 201–17. [Google Scholar] [CrossRef]
- Celikyurt, Ugur, Merih Sevilir, and Anil Shivdasani. 2014. Venture Capitalists on Boards of Mature Public Firms. Review of Financial Studies 27: 56–101. [Google Scholar] [CrossRef]
- Chahine, Salim, and Yan Zhang. 2020. Change gears before speeding up: The roles of Chief Executive Officer human capital and venture capitalist monitoring in Chief Executive Officer change before initial public offering. Strategic Management Journal 41: 1653–81. [Google Scholar] [CrossRef]
- Chemmanur, Thomas J., Karthik Krishnan, and Debarshi K. Nandy. 2011. How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface. The Review of Financial Studies 24: 4037–90. [Google Scholar] [CrossRef]
- Cho, Jaemin, and Jaeho Lee. 2013. The Venture Capital Certification Role in R&D: Evidence From IPO Underpricing in Korea. Pacific-Basin Finance Journal 23: 83–108. [Google Scholar]
- Colombo, Massimo G., Douglas J. Cumming, and Silvio Vismara. 2016. Governmental Venture Capital for Innovative Young Firms. Journal of Technology Transfer 41: 10–24. [Google Scholar] [CrossRef]
- Conti, Annamaria, and Stuart J. H. Graham. 2020. Valuable Choices: Prominent Venture Capitalists’ Influence on Startup CEO Replacements. Management Science 66: 1325–50. [Google Scholar] [CrossRef]
- Cornaggia, Jess, Yifei Mao, Xuan Tian, and Brian Wolfe. 2015. Does banking competition affect innovation? Journal of Financial Economics 115: 189–209. [Google Scholar] [CrossRef] [Green Version]
- Dessi, Roberta. 2005. Start-up finance, monitoring, and collusion. RAND Journal of Economics 36: 255–74. [Google Scholar]
- Dhillon, Amrita, and Silvia Rossetto. 2015. Ownership Structure, Voting, and Risk. Review of Financial Studies 28: 521–60. [Google Scholar] [CrossRef] [Green Version]
- Edmans, Alex. 2014. Blockholders and Corporate Governance. Annual Review of Financial Economics 6: 23–50. [Google Scholar] [CrossRef] [Green Version]
- Elston, Julie Ann, Sandy Chen, and Alois Weidinger. 2016. The Role of Informal Capital On New Venture Formation and Growth in China. Small Bus Econ Group 46: 79–91. [Google Scholar] [CrossRef]
- Engel, Ellen, Elizabeth A. Gordon, and Rachel M. Hayes. 2002. The Roles of Performance Measures and Monitoring in Annual Governance Decisions in Entrepreneurial Firms. Journal of Accounting Research 40: 485–518. [Google Scholar] [CrossRef]
- Ewens, Michael, and Matt Marx. 2018. Founder Replacement and Startup Performance. Review of Financial Studies 31: 1532–65. [Google Scholar] [CrossRef]
- Firth, Michael, Peter M. Y. Fung, and Oliver M. Rui. 2006. Corporate Performance and CEO Compensation in China. Journal of Corporate Finance 12: 693–714. [Google Scholar] [CrossRef]
- Forti, Enrico, Federico Munari, and Chunxiang Zhang. 2020. Does VC Backing Affect Brand Strategy in Technology Ventures? Strategic Entrepreneurship Journal 14: 265–86. [Google Scholar] [CrossRef]
- Fu, Yishu. 2019. Independent Directors, CEO Career Concerns, and Firm Innovation: Evidence From China. The North American Journal of Economics and Finance 50: 101037. [Google Scholar] [CrossRef]
- Galloway, Tera L., Douglas R. Miller, Arvin Sahaym, and Jonathan D. Arthurs. 2017. Exploring the Innovation Strategies of Young Firms: Corporate Venture Capital and Venture Capital Impact On Alliance Innovation Strategy. Journal of Business Research 71: 55–65. [Google Scholar] [CrossRef]
- Gompers, Paul A. 2012. Optimal Investment, Monitoring, and the Staging of Venture Capital. Journal of Finance 50: 1461–89. [Google Scholar] [CrossRef]
- Gompers, Paul, Anna Kovner, and Josh Lerner. 2010. Specialization and Success: Evidence From Venture Capital. Journal of Economics & Management Strategy 18: 817–44. [Google Scholar]
- Gormley, Todd A., and David A. Matsa. 2016. Playing It Safe? Managerial Preferences, Risk, and Agency Conflicts. Journal of Financial Economics 122: 431–55. [Google Scholar] [CrossRef]
- Hagedoorn, John, and Myriam Cloodt. 2003. Measuring Innovative Performance: Is there an Advantage in Using Multiple Indicators? Research Policy 32: 1365–79. [Google Scholar] [CrossRef] [Green Version]
- He, Jie, and Xuan Tian. 2018. Finance and Corporate Innovation: A Survey. Asia-Pacific Journal of Financial Studies 47: 165–212. [Google Scholar] [CrossRef] [Green Version]
- Hochberg, Yael V. 2012. Venture Capital and Corporate Governance in the Newly Public Firm. Review of Finance 16: 429–80. [Google Scholar] [CrossRef]
- Holmstrom, Bengt. 1989. Agency costs and innovation. Journal of Economic Behavior & Organization 12: 305–27. [Google Scholar]
- Holmström, Bengt. 1999. Managerial Incentive Problems: A Dynamic Perspective. Review of Economic Studies 66: 169–82. [Google Scholar] [CrossRef]
- Hsu, David H. 2006. Venture Capitalists and Cooperative Start-Up Commercialization Strategy. Management Science 52: 204–19. [Google Scholar] [CrossRef] [Green Version]
- Huang, Fuguang, and Jianye Wang. 2019. Venture Capital, Executive Incentive, and Firm Innovation. Journal of Systems & Management 28: 601–14. [Google Scholar]
- Hussinger, Katrin, Johannes M. H. Dick, and Dirk Czarnitzki. 2018. Ownership Concentration and Innovativeness of Corporate Ventures. Research Policy 47: 527–41. [Google Scholar] [CrossRef]
- Jiang, Xuanyu, and Qingbo Yuan. 2018. Institutional Investors’ Corporate Site Visits and Corporate Innovation. Journal of Corporate Finance 48: 148–68. [Google Scholar] [CrossRef]
- Kaplan, Steven N., and Per Strömberg. 2003. Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts. Review of Economic Studies 70: 281–315. [Google Scholar] [CrossRef] [Green Version]
- Kaplan, Steven N., and Per Strömberg. 2004. Characteristics, Contracts, and Actions: Evidence From Venture Capitalist Analyses. Journal of Finance 59: 2177–210. [Google Scholar] [CrossRef] [Green Version]
- Krishnan, C. N. V., Vladimir I. Ivanov, Ronald W. Masulis, and Ajai K. Singh. 2011. Venture Capital Reputation, Post-IPO Performance, and Corporate Governance. Journal of Financial & Quantitative Analysis 46: 1295–333. [Google Scholar]
- Lerner, Josh. 1995. Venture Capitalists and the Oversight of Private Firms. Journal of Finance 50: 301–18. [Google Scholar] [CrossRef]
- Li, Xiaoyang, Angie Low, and Anil K. Makhija. 2017. Career Concerns and the Busy Life of the Young CEO. Journal of Corporate Finance 47: 88–109. [Google Scholar] [CrossRef]
- Liao, Woody M., Chia-Chi Lu, and Hsuan Wang. 2014. Venture Capital, Corporate Governance, and Financial Stability of IPO Firms. Emerging Markets Review 18: 19–33. [Google Scholar] [CrossRef]
- Lu, Jun, and Wei Wang. 2018. Managerial conservatism, board independence and corporate innovation. Journal of Corporate Finance 48: 1–16. [Google Scholar] [CrossRef]
- Manso, Gustavo. 2011. Motivating Innovation. The Journal of Finance 66: 1823–60. [Google Scholar] [CrossRef] [Green Version]
- Nam, Dae-il, Haemin Dennis Park, and Jonathan D. Arthurs. 2014. Looking Attractive until You Sell: Earnings Management, Lockup Expiration, and Venture Capitalists. Journal of Management Studies 51: 1286–310. [Google Scholar] [CrossRef]
- Ortega-Argiles, Raquel, Rosina Moreno, and Jordi Surinach Caralt. 2005. Ownership structure and innovation: Is there a real link? Annals of Regional Science 39: 637–62. [Google Scholar] [CrossRef] [Green Version]
- Otchere, Isaac, and Anna P. I. Vong. 2016. Venture Capitalist Participation and the Performance of Chinese IPOs. Emerging Markets Review 29: 226–45. [Google Scholar] [CrossRef]
- Shi, Wei, Robert E. Hoskisson, and Yan Anthea Zhang. 2017. Independent Director Death and CEO Acquisitiveness: Build an Empire Or Pursue a Quiet Life? Strategic Management Journal 38: 780–92. [Google Scholar] [CrossRef]
- Shin, Hyun-Han. 2020. The Effect of Venture Capital Investment on Corporate Innovation Performance. Asia-Pacific Journal of Business Venturing and Entrepreneurship 15: 1–15. [Google Scholar]
- Sohn, Dong-Won, and Wonchang Hur. 2012. A Study on Selection Capability and Investment Efficiency of Korean Venture Capitals. Korean Management Science Review 29: 91–105. [Google Scholar] [CrossRef] [Green Version]
- Sørensen, Morten. 2007. How Smart is Smart Money? A Two-Sided Matching Model of Venture Capital. Journal of Finance 62: 2725–62. [Google Scholar] [CrossRef]
- Suchard, Jo-Ann. 2009. The Impact of Venture Capital Backing On the Corporate Governance of Australian Initial Public Offerings. Journal of Banking & Finance 33: 765–74. [Google Scholar]
- Sun, Yangbin, Cheng Cheng, and Shenggang Yang. 2018. Coaches Or Speculators? The Role and Impact of Venture Capital On Executive Compensation in Chinese Listed Companies. Emerging Markets Finance and Trade 54: 2225–44. [Google Scholar] [CrossRef]
- Takahashi, Hidenori, Yasuhiro Yamakawa, and Prem G. Mathew. 2018. Board Members’ Influence On Resource Investments to Start-Ups and IPO Outcomes: Does Prior Affiliation Matter? Pacific-Basin Finance Journal 49: 30–42. [Google Scholar] [CrossRef]
- Tan, Yongxian, Xuan Tian, Xinde Zhang, and Hailong Zhao. 2020. The Real Effect of Partial Privatization On Corporate Innovation: Evidence From China’s Split Share Structure Reform. Journal of Corporate Finance 64: 101661. [Google Scholar] [CrossRef]
- Tian, Xuan, and Tracy Yue Wang. 2014. Tolerance for Failure and Corporate Innovation. Review of Financial Studies 27: 211–55. [Google Scholar] [CrossRef]
- Wang, Ning, and John Hagedoorn. 2014. The Lag Structure of the Relationship Between Patenting and Internal R&D Revisited. Research Policy 43: 1275–85. [Google Scholar]
- Yang, Yi, Vadake K. Narayanan, and Shaker Zahra. 2009. Developing the Selection and Valuation Capabilities through Learning: The Case of Corporate Venture Capital. Journal of Business Venturing 24: 261–73. [Google Scholar] [CrossRef]
Variable | Definition |
---|---|
lnpat | The logarithm of the number of patent applications by corporations to proxy for corporate innovation |
monit | 1 represents the presence of venture capitalists on boards, and zero represents their absence |
age | The logarithm of the difference between the year in which the enterprise was listed and the year in which the enterprise was established |
size | The logarithm of the total assets of the enterprise |
roa | Return on assets |
cash | The logarithm of the enterprise has in cash |
lev | Asset–liability ratio |
rd | Logarithm of one plus firm i’s R&D expenditures |
oer | Ratio of operating cost to operating income |
shard | The sum of the shareholding ratio of the top three shareholders |
bdn | Board size |
ibd | Proportion of independent directors |
Variable | N | Mean | SD | Min | Median | Max |
---|---|---|---|---|---|---|
lnpat | 1253 | 3.477 | 1.214 | 0.693 | 3.314 | 6.288 |
monit | 1253 | 0.398 | 0.585 | 0 | 0 | 1 |
age | 1253 | 13.517 | 4.962 | 4 | 12 | 37 |
size | 1253 | 19.61 | 0.94 | 17.762 | 19.851 | 24.567 |
roa | 1253 | 0.96 | 0.52 | 0.001 | 0.087 | 0.546 |
cash | 1253 | 18.237 | 0.842 | 15.332 | 18.097 | 21.694 |
lev | 1253 | 0.522 | 0.251 | 0.043 | 0.426 | 0.826 |
rd | 1253 | 9.525 | 0.813 | 5.632 | 8.486 | 12.961 |
oer | 1253 | 0.932 | 0.191 | 0.364 | 0.854 | 1.241 |
shard | 1253 | 54.236 | 12.817 | 18.016 | 57.115 | 89.850 |
bdn | 1253 | 9.324 | 1.425 | 5 | 9 | 16 |
ibd | 1253 | 1.472 | 0.05 | 0.300 | 0.333 | 0.640 |
lnpat | monit1 | Age | Size | roa | cash1 | lev | rd | oer | Shard | bdn | ibd | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
lnpat | 1 | 0.058 * | 0.124 *** | 0.237 *** | 0.028 | 0.202 *** | 0.083 ** | 0.300 *** | 0.094 *** | 0.036 * | 0.007 * | 0.030 * |
monit1 | 0.078 ** | 1 | −0.000 | 0.060 * | −0.071 ** | 0.053 | −0.049 | 0.056 * | −0.023 | −0.117 *** | 0.126 *** | −0.117 *** |
age | 0.126 *** | −0.004 | 1 | 0.160 *** | 0.013 | 0.120 *** | −0.063 * | 0.169 *** | 0.099 *** | −0.067 ** | −0.044 | 0.078 ** |
size | 0.274 *** | 0.047 | 0.176 *** | 1 | −0.317 *** | 0.633 *** | 0.475 *** | 0.659 *** | 0.379 *** | 0.049 | 0.171 *** | −0.099 *** |
roa | 0.017 | −0.064 * | −0.026 | −0.260 *** | 1 | −0.075 ** | −0.642 *** | −0.104 *** | −0.712 *** | 0.045 | −0.141 *** | 0.130 *** |
cash1 | 0.246 *** | 0.047 | 0.121 *** | 0.701 *** | −0.016 | 1 | 0.141 *** | 0.552 *** | 0.148 *** | 0.028 | 0.123 *** | −0.043 |
lev | 0.098 *** | −0.054 | −0.053 | 0.469 *** | −0.613 *** | 0.155 *** | 1 | 0.204 *** | 0.593 *** | 0.021 | 0.108 *** | −0.087 ** |
rd | 0.335 *** | 0.047 | 0.162 *** | 0.670 *** | −0.038 | 0.581 *** | 0.186 *** | 1 | 0.309 *** | −0.033 | 0.116 *** | −0.064 * |
oer | 0.123 *** | −0.027 | 0.112 *** | 0.336 *** | −0.688 *** | 0.097 *** | 0.573 *** | 0.229 *** | 1 | −0.025 | 0.128 *** | −0.124 *** |
shard3 | 0.028 | −0.101 *** | −0.045 | 0.102 *** | 0.023 | 0.062 * | 0.021 | 0.007 | −0.031 | 1 | −0.162 *** | 0.110 *** |
bdn | 0.029 | 0.123 *** | −0.030 | 0.171 *** | −0.120 *** | 0.147 *** | 0.092 *** | 0.114 *** | 0.098 *** | −0.160 *** | 1 | −0.715 *** |
ibd | 0.045 | −0.129 *** | 0.058 * | −0.073 ** | 0.110 *** | −0.038 | −0.067 ** | −0.034 | −0.102 *** | 0.137 *** | −0.608 *** | 1 |
1 | 2 | 3 | |
---|---|---|---|
lnpat | lnpat | pat | |
monit1 | 0.145 ** | 0.191 *** | |
(2.06) | (2.98) | ||
age | 0.011 * | 0.012 * | 0.009 * |
(1.74) | (1.77) | (1.81) | |
size | −0.058 ** | −0.061 * | −0.070 * |
(−2.60) | (−1.63) | (−1.78) | |
roa | 2.142 ** | 2.463 ** | 2.584 *** |
(2.11) | (2.40) | (2.63) | |
cash | 0.142 ** | 0.138 ** | 0.219 *** |
(2.25) | (2.19) | (3.69) | |
lev | 0.144 ** | 0.206 ** | 0.241 ** |
(2.41) | (2.58) | (2.73) | |
rd | 0.329 *** | 0.329 *** | 0.330 *** |
(5.22) | (5.23) | (5.64) | |
oer | 1.122 ** | 1.217 ** | 1.537 *** |
(2.13) | (2.31) | (3.03) | |
shard | 0.102 * | 0.102 * | 0.102 * |
(1.57) | (1.71) | (1.84) | |
bdn | 0.086 *** | 0.082 *** | 0.084 *** |
(2.73) | (2.60) | (3.01) | |
ibd | 1.580 * | 1.681 ** | 1.746 ** |
(1.87) | (1.99) | (2.27) | |
_cons | −3.833 *** | −4.148 *** | −5.320 *** |
(−3.82) | (−3.90) | (−4.76) | |
ind | Yes | Yes | Yes |
year | Yes | Yes | Yes |
N | 1253 | 1253 | 1253 |
R2 | 0.324 | 0.327 | |
R2_adjust | 0.280 | 0.283 |
VC Experience | Governance Quality | |||
---|---|---|---|---|
Low | High | High | Low | |
monit1 | 0.160 | 0.249 ** | 0.195 * | 0.141 |
(1.26) | (2.44) | (1.90) | (1.38) | |
age | 0.022 * | 0.006 * | 0.031 ** | 0.012 * |
(1.76) | (1.83) | (1.89) | (1.77) | |
size | −0.258 * | −0.198 * | −0.084 * | −0.026 * |
(−1.68) | (−1.75) | (−1.86) | (−1.88) | |
roa | 2.538 * | 2.643 ** | 3.774 ** | 1.381 |
(2.05) | (2.16) | (2.39) | (0.94) | |
cash | 0.183 * | 0.111 * | 0.087 ** | 0.159 |
(1.86) | (1.84) | (1.97) | (1.64) | |
lev | 0.126 * | 0.083 * | 0.263 ** | 0.017 * |
(1.91) | (1.89) | (1.95) | (1.73) | |
rd | 0.451 *** | 0.314 *** | 0.314 *** | 0.351 *** |
(3.86) | (3.98) | (3.69) | (3.47) | |
oer | 1.639 ** | 1.494 ** | 1.815 ** | 0.678 |
(1.98) | (2.35) | (2.40) | (0.84) | |
shard | 0.012 ** | −0.002 | −0.003 | 0.005 |
(2.26) | (−0.58) | (−0.63) | (1.15) | |
bdn | 0.078 | 0.081 ** | 0.097 ** | 0.082 * |
(1.34) | (2.08) | (2.06) | (1.83) | |
ibd | 1.823 | 2.026 ** | 3.605 *** | 0.951 |
(1.09) | (1.99) | (2.70) | (0.80) | |
_cons | −3.109 | −4.872 *** | −3.280 | −4.923 ** |
(−1.15) | (−2.86) | (−1.59) | (−2.39) | |
ind | Yes | Yes | Yes | Yes |
year | Yes | Yes | Yes | Yes |
N | 510 | 743 | 619 | 634 |
R2 | 0.388 | 0.360 | 0.387 | 0.328 |
R2_adjust | 0.277 | 0.295 | 0.308 | 0.245 |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
lnipat | lnipat | monit1 | lnpat | lnpat | |
monit1 | 0.283 *** | 0.142 ** | 0.145 ** | ||
(3.67) | (2.02) | (2.06) | |||
age | 0.09 * | 0.08 * | −0.19 * | 0.023 ** | 0.12 * |
(1.93) | (1.98) | (−1.82) | (2.17) | (1.67) | |
size | −0.184 ** | −0.108 * | −0.092 * | −0.097 ** | −0.091 * |
(−2.06) | (−1.91) | (−1.66) | (−1.97) | (−1.63) | |
roa | 1.530 * | 1.434 * | −6.675 *** | 6.866 ** | 2.463 ** |
(1.97) | (1.68) | (−4.23) | (2.38) | (2.40) | |
cash | 0.139 ** | 0.149 ** | 0.167 * | 0.141 * | 0.138 ** |
(1.99) | (1.98) | (1.75) | (1.68) | (2.19) | |
lev | −0.287 * | −0.622 * | −1.277 ** | −0.987 ** | −1.206 ** |
(−1.73) | (−1.62) | (−2.55) | (−1.86) | (−2.58) | |
rd | 0.526 *** | 0.523 *** | −0.013 | 0.318 *** | 0.329 *** |
(7.55) | (7.48) | (−0.14) | (4.87) | (5.23) | |
oer | 1.210 ** | 1.453 ** | −2.013 *** | 2.501 *** | 1.217 ** |
(2.36) | (2.26) | (−2.65) | (2.65) | (2.31) | |
shard | −0.942 ** | −0.931 * | −0.008 ** | −0.871 * | −0.002 * |
(−1.94) | (−1.83) | (−2.04) | (−1.64) | (−1.71) | |
bdn | 0.076 ** | 0.086 ** | 0.093 ** | 0.029 ** | 0.082 *** |
(2.19) | (2.46) | (2.07) | (2.63) | (2.60) | |
ibd | 1.487 * | 1.553 ** | −1.982 | 3.066 ** | 1.681 ** |
(1.89) | (1.94) | (−1.60) | (2.46) | (1.99) | |
vcif | 0.176 ** | ||||
(2.27) | |||||
righot | 0.060 * | ||||
(1.87) | |||||
IMR | −0.906 | ||||
(−1.26) | |||||
_cons | −3.897 ** | −3.953 ** | 0.486 | −3.958 *** | −4.048 *** |
(−2.82) | (−2.54) | (0.24) | (−2.79) | (−2.90) | |
ind | Yes | Yes | Yes | Yes | Yes |
year | Yes | Yes | Yes | Yes | Yes |
N | 1253 | 1253 | 1253 | 1253 | 1253 |
R2 | 0.267 | 0.262 | 0.316 | 0.327 | |
R2_adjust | 0.219 | 0.213 | 0.279 | 0.283 |
Entrenchment | Lerner Index | |||
---|---|---|---|---|
Ent = 0 | Ent = 1 | Lower | Higher | |
monit1 | 0.119 | 0.192 * | 0.238 ** | 0.100 |
(1.15) | (1.98) | (2.47) | (1.04) | |
age | 0.049 | 0.054 | 0.088 | 0.089 |
(1.56) | (0.44) | (1.43) | (0.92) | |
size | 0.057 | −0.279 | 0.203 | −0.444 * |
(0.12) | (−0.57) | (1.31) | (−1.87) | |
roa | 5.073 ** | 1.352 | 3.272 ** | 1.632 |
(2.47) | (1.25) | (2.19) | (1.26) | |
cash | 0.186 | 0.438 | 0.042 | 0.250 *** |
(0.95) | (1.47) | (0.02) | (2.83) | |
lev | 0.057 | 0.163 | −0.641 | 0.482 |
(0.17) | (0.32) | (−1.37) | (0.96) | |
rd | 0.286 ** | 0.592 *** | 0.250 * | 0.360 *** |
(2.57) | (4.59) | (1.74) | (4.52) | |
oer | 2.273 *** | 0.496 | 1.547 ** | 0.562 |
(2.82) | (0.63) | (2.06) | (0.49) | |
shard | 0.041 | 0.063 | 0.042 | 0.002 |
(0.19) | (0.73) | (0.39) | (0.52) | |
bdn | 0.188 * | 0.075 * | 0.096 * | 0.074 * |
(2.22) | (1.73) | (1.87) | (1.79) | |
ibd | 2.105 * | 1.640 | 1.415 | 2.352 ** |
(1.71) | (1.32) | (1.03) | (2.08) | |
cons | −5.131 ** | −3.848 * | −7.063 *** | −1.619 |
(−2.29) | (−1.88) | (−3.08) | (−0.78) | |
ind | Yes | Yes | Yes | Yes |
year | Yes | Yes | Yes | Yes |
N | 626 | 627 | 576 | 677 |
R2 | 0.312 | 0.394 | 0.320 | 0.356 |
R2_adjust | 0.224 | 0.317 | 0.220 | 0.283 |
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. |
© 2023 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
Jing, L.; Zhang, H. Venture Capitalists on Boards and Corporate Innovation. J. Risk Financial Manag. 2023, 16, 143. https://doi.org/10.3390/jrfm16030143
Jing L, Zhang H. Venture Capitalists on Boards and Corporate Innovation. Journal of Risk and Financial Management. 2023; 16(3):143. https://doi.org/10.3390/jrfm16030143
Chicago/Turabian StyleJing, Li, and Huiying Zhang. 2023. "Venture Capitalists on Boards and Corporate Innovation" Journal of Risk and Financial Management 16, no. 3: 143. https://doi.org/10.3390/jrfm16030143
APA StyleJing, L., & Zhang, H. (2023). Venture Capitalists on Boards and Corporate Innovation. Journal of Risk and Financial Management, 16(3), 143. https://doi.org/10.3390/jrfm16030143