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The asymmetric innovation effects of heterogeneous government subsidies: A new perspective from GDP target deviation

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  • Tang, Dapeng
  • Yu, Qian
  • Gebrehans, Mebrahtu Tesfagebreal
  • Wang, Lulu

Abstract

This study investigates how gross domestic product (GDP) target deviation affects the relationship between government subsidies and corporate innovation. We find that GDP target deviation weakens the incentive effect of government subsidies, leading to asymmetric innovation effects. The asymmetric effects are meant for innovation quantity, rather than innovation quality. The results remain robust after considering omitted variable concerns, adopting the instrumental variable approach and propensity score matching method to mitigate endogeneity issues, and conducting many other robustness checks. In addition, firms' technology and human capital investments are the mechanisms. Heterogeneity shows that R&D subsidies are more affected by GDP target deviation and have a decrease in enhancing corporate innovation compared with non-R&D subsidies. Furthermore, the asymmetric innovation effects of government subsidies are more notable in firms that receive less public scrutiny and those in areas with less political stability. Our findings provide new insight into the innovation effect of government subsidies through the lens of GDP target deviation.

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  • Tang, Dapeng & Yu, Qian & Gebrehans, Mebrahtu Tesfagebreal & Wang, Lulu, 2023. "The asymmetric innovation effects of heterogeneous government subsidies: A new perspective from GDP target deviation," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:pacfin:v:82:y:2023:i:c:s0927538x23002202
    DOI: 10.1016/j.pacfin.2023.102149
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    as
    1. De Long, J. Bradford & Summers, Lawrence H., 1993. "How strongly do developing economies benefit from equipment investment?," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 395-415, December.
    2. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2011. "Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms," Research Policy, Elsevier, vol. 40(2), pages 217-229, March.
    3. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    4. Pablo D'Este & Francesco Rentocchini & Jaider Vega-Jurado, 2014. "The Role of Human Capital in Lowering the Barriers to Engaging in Innovation: Evidence from the Spanish Innovation Survey," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 1-19, January.
    5. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    6. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    7. Waguespack, David Matthew & Birnir, Johanna Kristin & Schroeder, Jeff, 2005. "Technological development and political stability: Patenting in Latin America and the Caribbean," Research Policy, Elsevier, vol. 34(10), pages 1570-1590, December.
    8. Besley, Timothy & Persson, Torsten & Sturm, Daniel, 2010. "Political competition, policy and growth: theory and evidence from the United States," LSE Research Online Documents on Economics 121718, London School of Economics and Political Science, LSE Library.
    9. Cui, Xin & Wang, Chunfeng & Liao, Jing & Fang, Zhenming & Cheng, Feiyang, 2021. "Economic policy uncertainty exposure and corporate innovation investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    10. Deng, Kebin & Ding, Zhong & Liao, Xiaojie & Zhu, Yushu, 2021. "Staged subsidies and corporate investments: Evidence from Chinese listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    11. Zhang, Zhengyong & Xu, Zefeng & Ding, Yi, 2023. "Do economic growth target constraints affect firm innovation?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 373-388.
    12. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    13. Qizhi Tao & Yicheng Sun & Yingjun Zhu & Xiaolin Yang, 2017. "Political Connections and Government Subsidies: Evidence from Financially Distressed Firms in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(8), pages 1854-1868, August.
    14. Li Li & Jean Chen & Hongli Gao & Li Xie, 2019. "The certification effect of government R&D subsidies on innovative entrepreneurial firms’ access to bank finance: evidence from China," Small Business Economics, Springer, vol. 52(1), pages 241-259, January.
    15. Zhang, Xuezhi & Wu, Wenxin & Zhou, Zixun & Yuan, Lin, 2020. "Geographic proximity, information flows and corporate innovation: Evidence from the high-speed rail construction in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    16. Liu, Shiyuan & Du, Jiang & Zhang, Weike & Tian, Xiaoli & Kou, Gang, 2021. "Innovation quantity or quality? The role of political connections," Emerging Markets Review, Elsevier, vol. 48(C).
    17. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    18. Zolfagharinia, Hossein & Zangiabadi, Maryam & Hafezi, Maryam, 2023. "How much is enough? Government subsidies in supporting green product development," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1316-1333.
    19. Edwin Mansfield, 1984. "R&D and Innovation: Some Empirical Findings," NBER Chapters, in: R&D, Patents, and Productivity, pages 127-154, National Bureau of Economic Research, Inc.
    20. Lyu, Changjiang & Wang, Kemin & Zhang, Frank & Zhang, Xin, 2018. "GDP management to meet or beat growth targets," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 318-338.
    21. Wu, Aihua, 2017. "The signal effect of Government R&D Subsidies in China: Does ownership matter?," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 339-345.
    22. Ma, Yechi & Sha, Yezhou & Wang, Zilong & Zhang, Wenjing, 2023. "The effect of the policy mix of green credit and government subsidy on environmental innovation," Energy Economics, Elsevier, vol. 118(C).
    23. Tian, Jing & Li, Haiwei & You, Pin, 2022. "Economic policy uncertainty, bank loan, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    24. Tian, Guangning & Zhou, Shuyuan & Hsu, Sara, 2020. "Executive financial literacy and firm innovation in China," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    25. Chen, Jin & Heng, Cheng Suang & Tan, Bernard C.Y. & Lin, Zhijie, 2018. "The distinct signaling effects of R&D subsidy and non-R&D subsidy on IPO performance of IT entrepreneurial firms in China," Research Policy, Elsevier, vol. 47(1), pages 108-120.
    26. Xu, Ronghua & Shen, Yuxin & Liu, Meng & Li, Lu & Xia, Xuehua & Luo, Kaixin, 2023. "Can government subsidies improve innovation performance? Evidence from Chinese listed companies," Economic Modelling, Elsevier, vol. 120(C).
    27. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    28. Liu, Taoxiong & Yan, Wenwen & Zhang, Yadi, 2023. "Functional or selective policy? - Research on the relationship between government intervention and enterprise innovation in China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 82-96.
    29. Dailami, Mansoor & Han Kim, E., 1995. "The effects of debt subsidies on corporate investment behavior: The Korean experience," Pacific-Basin Finance Journal, Elsevier, vol. 3(1), pages 137-137, May.
    30. Gao, Yuchen & Hu, Yimei & Liu, Xielin & Zhang, Huanren, 2021. "Can public R&D subsidy facilitate firms’ exploratory innovation? The heterogeneous effects between central and local subsidy programs," Research Policy, Elsevier, vol. 50(4).
    31. Chen, Jiachun & Chen, Xia & Hou, Qingsong & Hu, May, 2021. "Haste doesn't bring success: Top-down amplification of economic growth targets and enterprise overcapacity," Journal of Corporate Finance, Elsevier, vol. 70(C).
    32. Tuomas Takalo & Tanja Tanayama, 2010. "Adverse selection and financing of innovation: is there a need for R&D subsidies?," The Journal of Technology Transfer, Springer, vol. 35(1), pages 16-41, February.
    33. Dang, Jianwei & Motohashi, Kazuyuki, 2015. "Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality," China Economic Review, Elsevier, vol. 35(C), pages 137-155.
    34. Li, Mingming & Liu, Haiming & Chiang, Yao-Min, 2022. "Government intervention, leverage adjustment, and firm performance: Evidence from defaulting firms," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    35. Gu, Haoran & Yang, Shenggang & Xu, Zhaoyi & Cheng, Cheng, 2023. "Supply chain finance, green innovation, and productivity: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    36. Timothy Besley & Torsten Persson & Daniel M. Sturm, 2010. "Political Competition, Policy and Growth: Theory and Evidence from the US," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1329-1352.
    37. Zhang, Dongyang & Guo, Yumei, 2019. "Financing R&D in Chinese private firms: Business associations or political connection?," Economic Modelling, Elsevier, vol. 79(C), pages 247-261.
    38. Murphy, Kevin M & Shleifer, Andrei & Vishny, Robert W, 1993. "Why Is Rent-Seeking So Costly to Growth?," American Economic Review, American Economic Association, vol. 83(2), pages 409-414, May.
    39. Lin, Karen Jingrong & Tan, Jinsong & Zhao, Liming & Karim, Khondkar, 2015. "In the name of charity: Political connections and strategic corporate social responsibility in a transition economy," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 327-346.
    40. Chen, Yenn-Ru & Jiang, Xiaoquan & Weng, Chia-Hsiang, 2020. "Can government industrial policy enhance corporate bidding? The evidence of China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    41. Huang, Ying, 2022. "Government subsidies and corporate disclosure," Journal of Accounting and Economics, Elsevier, vol. 74(1).
    42. Ting, Hsiu-I & Wang, Ming-Chun & Yang, J. Jimmy & Tuan, Kai-Wen, 2021. "Technical expert CEOs and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    43. Wen, Jun & Zhao, Xinxin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of financial risk on green innovation: Global evidence," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    44. Kumbhakar, Subal C. & Li, Mingyang & Lien, Gudbrand, 2023. "Do subsidies matter in productivity and profitability changes?," Economic Modelling, Elsevier, vol. 123(C).
    45. Huang, Wen & Wu, Ying & Deng, Li, 2021. "Does banking competition stimulate regional innovation? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 70(C).
    46. Francis, Bill B. & Kim, Incheol & Wang, Bin & Zhang, Zhengyi, 2018. "Labor law and innovation revisited," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 1-15.
    47. Andreeva, Tatiana & Garanina, Tatiana & Sáenz, Josune & Aramburu, Nekane & Kianto, Aino, 2021. "Does country environment matter in the relationship between intellectual capital and innovation performance?," Journal of Business Research, Elsevier, vol. 136(C), pages 263-273.
    48. Chen, Yunsen & Cui, Chenyu & Yang, Ting & Zhang, Xin, 2020. "Political favouritism and investment efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
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