The Mixed Incentive Effect of Government Subsidies and Venture Capital on the Sustainability of Enterprise Innovation

Authors

DOI:

https://doi.org/10.31181/ijes1412025206

Keywords:

Government Subsidies, Venture Capital, Sustainability of Innovation, Control Function Method, Survival Analysis

Abstract

The innovation effects of enterprises receiving subsidies remain a widely debated issue in academic research. Using the Control Function (CF) method, this study integrates government subsidies and venture capital into a unified framework to examine their combined incentive effects on the sustainability of firm innovation. Survival analysis is employed to compare the probability of enterprises ceasing innovation under a single-subsidy mechanism versus dual-financing conditions. The findings reveal that the interaction of public subsidies and private capital produces a significant complementary effect, generating stronger and broader stimulation of continuous innovation activities than government subsidies alone. In the technology-intensive industry sample, the synergy of subsidies and venture capital reduces the probability of innovation discontinuation by approximately 6.4%. Results from the Cox proportional hazards model further indicate that determinants of sustained innovation differ depending on enterprises’ levels of effective patent output. These empirical results advance the understanding of corporate innovation financing, enrich theoretical perspectives in the field, and provide practical implications by highlighting the importance of combining public and private financing to foster sustainable innovation, thereby supporting China’s innovation-driven development strategy.

Downloads

Download data is not yet available.

References

Guo, D., Guo, Y., & Jiang, K. (2016). Government-subsidized R&D and firm innovation: Evidence from China. Research Policy, 45(6), 1129-1144. https://doi.org/10.1016/j.respol.2016.03.002 DOI: https://doi.org/10.1016/j.respol.2016.03.002

Song, Y., Sahut, J. M., Zhang, Z., et al. (2022). The effects of government subsidies on the sustainable innovation of university-industry collaboration. Technological Forecasting and Social Change, 174, 121233. https://doi.org/10.1016/j.techfore.2021.121233 DOI: https://doi.org/10.1016/j.techfore.2021.121233

Czarnitzki, D., & Lopes-Bento, C. (2014). Innovation subsidies: Does the funding source matter for innovation intensity and performance? Empirical evidence from Germany. Industry and Innovation, 21(4), 380-409. https://doi.org/10.2139/ssrn.200435 DOI: https://doi.org/10.1080/13662716.2014.973246

Wang, H., & Sawur, Y. (2022). The relationships between government subsidies, innovation input, and innovation output: Evidence from the new generation of information technology industry in China. Sustainability, 14(21), 14043. https://doi.org/10.3390/su142114043 DOI: https://doi.org/10.3390/su142114043

Herrera, M., Montmartin, B., et al. (2015). Internal and external effects of R&D subsidies and fiscal incentives: Empirical evidence using spatial dynamic panel models. Research Policy, 44(5), 1065-1079. https://doi.org/10.1016/j.respol.2014.11.013 DOI: https://doi.org/10.1016/j.respol.2014.11.013

Zhao, C., Qu, X., & Luo, S. (2019). Impact of the InnoCom program on corporate innovation performance in China: Evidence from Shanghai. Technological Forecasting and Social Change, 146, 103-118. https://doi.org/10.1016/j.techfore.2019.05.024 DOI: https://doi.org/10.1016/j.techfore.2019.05.024

Liu, M., Wen, J., Liu, Y., Lv, X., Liu, Q., Lu, J., ... & Zhang, L. (2022). An inverted U-shaped relationship? The impact of government subsidies on the R&D investment of new energy companies: Economic policy uncertainty and enterprise heterogeneity perspectives. Frontiers in Energy Research, 10, 887108. https://doi.org/10.3389/fenrg.2022.887108 DOI: https://doi.org/10.3389/fenrg.2022.887108

Dutta, S., & Folta, T. B. (2016). A comparison of the effect of angels and venture capitalists on innovation and value creation. Journal of Business Venturing, 31(1), 39-54. https://doi.org/10.1016/j.jbusvent.2015.08.003 DOI: https://doi.org/10.1016/j.jbusvent.2015.08.003

Guo, D., & Jiang, K. (2013). Venture capital investment and the performance of entrepreneurial firms: Evidence from China. Journal of Corporate Finance, 22, 375-395. https://doi.org/10.1016/j.jcorpfin.2013.07.001 DOI: https://doi.org/10.1016/j.jcorpfin.2013.07.001

Heralová, O. (2024). Merger spin-off project and its effect on financial health of post-transformation companies. International Journal of Economic Sciences, 13(1), 1-12. https://doi.org/110.52950/ES.2024.13.1.001 DOI: https://doi.org/10.52950/ES.2024.13.1.001

Giebel, M., & Kraft, K. (2024). The effect of subsidies on R&D in the financial crisis—the role of financial constraints of firms and banks. Industrial and Corporate Change, 33(5), 1180-1198. https://doi.org/10.1093/icc/dtad071 DOI: https://doi.org/10.1093/icc/dtad071

Zhao, L., Liu, X., Tang, Y., & Zhang, W. (2024). Functional subsidies, selective subsidies and corporate investment efficiency: Evidence from China. Emerging Markets Review, 61, 101162. https://doi.org/10.1016/j.ememar.2024.101162 DOI: https://doi.org/10.1016/j.ememar.2024.101162

Xie, Y., & Lin, B. (2025). Financial leasing and China’s renewable energy firms' investment behavior: In the context of government subsidy reduction. Renewable and Sustainable Energy Reviews, 214, 115547. https://doi.org/10.1016/j.rser.2025.115547 DOI: https://doi.org/10.1016/j.rser.2025.115547

Rochina Barrachina, M. E., & Rodríguez Moreno, J. A. (2024). A possible mechanism for partial crowding‐out of R&D subsidies in developing countries. Review of Development Economics, 28(1), 71-96. https://doi.org/10.1111/rode.13038 DOI: https://doi.org/10.1111/rode.13038

Bajgar, M., & Srholec, M. (2025). Crowding in or crowding out? Evidence from discontinuity in the assignment of business R&D subsidies. Journal of Public Economics, 245, 105357. https://doi.org/10.1016/j.jpubeco.2025.105357 DOI: https://doi.org/10.1016/j.jpubeco.2025.105357

Bai, Y., Xu, J., & Jin, C. (2024). The crowding-out effect of government debt: A loan financing-based perspective. Borsa Istanbul Review, 24(5), 1059-1066. https://doi.org/10.1016/j.bir.2024.06.002 DOI: https://doi.org/10.1016/j.bir.2024.06.002

Xu, B. (2024). Financial decentralization, renewable energy technologies, energy subsidies and wind power development in China: An analysis of nonparametric model. Journal of Cleaner Production, 434, 139902. https://doi.org/10.1016/j.jclepro.2023.139902 DOI: https://doi.org/10.1016/j.jclepro.2023.139902

Lin, B., & Xie, Y. (2024). The role of venture capital in determining the total factor productivity of renewable energy enterprises: In the context of government subsidy reduction. Energy Economics, 132, 107454. https://doi.org/10.1016/j.eneco.2024.107454 DOI: https://doi.org/10.1016/j.eneco.2024.107454

Liu, W., & Suzuki, Y. (2024). Stock liquidity, financial constraints, and innovation in Chinese SMEs. Financial Innovation, 10(1), 91. https://doi.org/10.1186/s40854-023-00597-w DOI: https://doi.org/10.1186/s40854-023-00597-w

David, P. A., & Hall, B. H. (2000). Heart of darkness: Modeling public–private funding interactions inside the R&D black box. Research Policy, 29(9), 1165-1183. https://doi.org/10.1016/S0048-7333(00)00085-8 DOI: https://doi.org/10.1016/S0048-7333(00)00085-8

Castellacci, F., & Lie, C. M. (2015). Do the effects of R&D tax credits vary across industries? A meta-regression analysis. Research Policy, 44(4), 819-832. https://doi.org/10.1016/j.respol.2015.01.010 DOI: https://doi.org/10.1016/j.respol.2015.01.010

Garrido-Moreno, A., Martín-Rojas, R., & García-Morales, V. J. (2024). The key role of innovation and organizational resilience in improving business performance: A mixed-methods approach. International Journal of Information Management, 77, 102777. https://doi.org/10.1016/j.ijinfomgt.2024.102777 DOI: https://doi.org/10.1016/j.ijinfomgt.2024.102777

Busom, I., Corchuelo, B., & Martinez-Ros, E. (2015). Dynamics of firm participation in R&D tax credit and subsidy programs. Social Science Electronic Publishing. https://doi.org/10.2139/ssrn.2630945 DOI: https://doi.org/10.2139/ssrn.2630945

Hillman, A. J., Keim, G. D., & Schuler, D. (2004). Corporate political activity: A review and research agenda. Journal of Management, 30(6), 837-857. https://doi.org/10.1016/j.jm.2004.06.003 DOI: https://doi.org/10.1016/j.jm.2004.06.003

Lian, G., Xu, A., & Zhu, Y. (2022). Substantive green innovation or symbolic green innovation? The impact of ER on enterprise green innovation based on the dual moderating effects. Journal of Innovation & Knowledge, 7(3), 100203. https://doi.org/10.1016/j.jik.2022.100203 DOI: https://doi.org/10.1016/j.jik.2022.100203

Jiang, S., He, W., & Lu, J. (2019). Innovation as political strategy: Corporate symbolic innovation in transition economy. NanKai Business Review, 22(2), 104-113.

Hu, W., Du, J., & Zhang, W. (2020). Corporate social responsibility information disclosure and innovation sustainability: Evidence from China. Sustainability, 12(1), 409. https://doi.org/10.3390/su12010409 DOI: https://doi.org/10.3390/su12010409

He, Y., Zhang, Y., & Ma, L. (2020). Research on the coupling effect of financial subsidy and venture capital on technological innovation. Forum on Science and Technology in China, (12), 30-40. https://doi.org/10.13580/j.cnki.fstc.2020.12.009

Zhang, S., Wu, Z., Dou, W., & Wang, Y. (2025). Do government subsidies promote enterprise green innovation? Evidence from listed companies in China. Applied Economics, 57(10), 1124-1144. https://doi.org/10.1080/00036846.2024.2311069 DOI: https://doi.org/10.1080/00036846.2024.2311069

Wu, Y. (2006). R&D stock, knowledge function and productive efficiency. China Economic Quarterly, (3), 1129-1156.

Wooldridge, J. M. (2015). Control function methods in applied econometrics. Journal of Human Resources, 50(2), 420-445. https://doi.org/10.3368/jhr.50.2.420 DOI: https://doi.org/10.3368/jhr.50.2.420

Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481. https://doi.org/10.1080/01621459.1958.10501452 DOI: https://doi.org/10.1080/01621459.1958.10501452

Kiefer, N. M. (1988). Economic duration data and hazard functions. Journal of Economic Literature, 26(2), 646-679.

Acemoglu, D., Akcigit, U., Alp, H., Bloom, N., & Kerr, W. (2018). Innovation, reallocation, and growth. American Economic Review, 108(11), 3450-3491. https://doi.org/10.1257/aer.20130470 DOI: https://doi.org/10.1257/aer.20130470

Li, W., & Zheng, M. (2016). Is it substantive innovation or strategic innovation? Impact of macroeconomic policies on micro-enterprises’ innovation. Economic Research Journal, (4), 60-73.

Liu, C., Lu, J., Li, D., Jia, M., & Han, K. (2023). Are state-owned enterprises really ineffective? An empirical study based on stochastic frontier analysis. Mathematics, 11(3), 657. https://doi.org/10.3390/math11030657 DOI: https://doi.org/10.3390/math11030657

Dong, X., Zhao, J., & Yuan, P. (2014). Research on innovation efficiency loss of state-owned enterprises: An empirical analysis in China based on DEA. Computer Modeling New Technologies, 18, 883-889.

Kang, F., Yu, Q., & Wan, M. (2023). Corporate innovation incentive policy during business cycles: Fiscal subsidies or tax incentives? Emerging Markets Finance and Trade, 59(7), 2190-2203. https://doi.org/10.1080/1540496X.2023.2167488 DOI: https://doi.org/10.1080/1540496X.2023.2167488

Published

2025-08-28

How to Cite

Chen, X. (2025). The Mixed Incentive Effect of Government Subsidies and Venture Capital on the Sustainability of Enterprise Innovation. International Journal of Economic Sciences, 14(1), 292-310. https://doi.org/10.31181/ijes1412025206