Abstract
The relationship between government subsidies and the total factor productivity of enterprises has been a controversial issue. Recent literature has stressed that the lack of efficient institutional settings increases the tendency to rent-seeking and reduces the productivity performance of enterprises. Moreover, the productivity performances of enterprises vary with their life cycles. In this light, since increasing attention has been directed at the role of government subsidies recently, we have measured the impacts of government subsidies on the total factor productivity of enterprises by exploring the role of the rent-seeking activities and life cycle. Then, a 16-year panel dataset (1998–2013) was organized using enterprise data, which included enterprises whose annual main business income is not less than 5 million yuan from the Chinese equipment manufacturing industry. We found that government subsidies negatively affect the total factor productivity of enterprises and specifically those enterprises in the growth stage. Next, the intermediary analysis confirmed that government subsidies induce unproductive rent-seeking activities, rather than productive rent-seeking activities. Finally, the implications of government subsidy policies for supporting the total factor productivity of enterprises are discussed.
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Data availability
The data that support the findings of this study are available on request from the corresponding author, please contact x_iaoge@hrbeu.edu.cn.
Notes
Despite our decision to lag by 1 period the independent variables, potentially the impact of subsidies on TFP might take more than 1 year to unfold.
References
Aghion, P., & Jaravel, X. (2015). Knowledge spillovers, innovation and growth. Economic Journal, 125(583), 533–545. https://doi.org/10.1111/ecoj.12199
Ahmed, B., Akbar, M., Sabahat, T., Ali, S., Hussain, A., Akbar, A., & Hongming, X. (2020). Does firm life cycle impact corporate investment efficiency? Sustainability, 13(1), 197. https://doi.org/10.3390/su13010197
Akbar, A., Jiang, X., & Akbar, M. (2022). Do working capital management practices influence investment and financing patterns of firms? Journal of Economic and Administrative Sciences, 38(1), 91–109. https://doi.org/10.1108/jeas-07-2019-0074
Albulescu, C. T., Miclea, S., & Grecu, E. (2022). Firm-level TFP convergence: An application to the German electricity and gas industry. Applied Economics Letters, 29(9), 805–811. https://doi.org/10.1080/13504851.2021.1887803
Antony, J., Klarl, T., & Lehmann, E. E. (2017). Productive and harmful entrepreneurship in a knowledge economy. Small Business Economics, 49(1), 189–202. https://doi.org/10.1007/s11187-016-9822-x
Barauskaite, K., & Nguyen, A. D. M. (2021). Direct and network effects of idiosyncratic TFP shocks. Empirical Economics, 60(6), 2765–2793. https://doi.org/10.1007/s00181-020-02009-9
Bardaka, I., Bournakis, I., & Kaplanoglou, G. (2021). Total factor productivity (TFP) and fiscal consolidation: How harmful is austerity? Economic Modelling, 94, 908–922. https://doi.org/10.1016/j.econmod.2020.02.032
Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
Bellocchi, A., Carrera, E. J. S., & Travaglini, G. (2021). What drives TFP long-run dynamics in five large European economies? Economia Politica, 38(2), 569–595. https://doi.org/10.1007/s40888-021-00215-x
Bernini, C., Cerqua, A., & Pellegrini, G. (2017). Public subsidies, TFP and efficiency: A tale of complex relationships. Research Policy, 46(4), 751–767. https://doi.org/10.1016/j.respol.2017.02.001
Boeing, P., Mueller, E., & Sandner, P. (2016). China’s R&D explosion-Analyzing productivity effects across ownership types and over time. Research Policy, 45(1), 159–176. https://doi.org/10.1016/j.respol.2015.07.008
Bolin, J. H. (2014). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Journal of Educational Measurement, 51(3), 335–337. https://doi.org/10.1111/jedm.12050
Brandt, L., Biesebroeck, J. V., & Zhang, Y. (2012). Creative accounting or creative destruction? Firm-level productivity growth in chinese manufacturing. Journal of Development Economics, 97(2), 339–351. https://doi.org/10.1016/j.jdeveco.2011.02.002
Brou, D., & Ruta, M. (2013). Rent-seeking, market structure, and growth. Scandinavian Journal of Economics, 115(3), 878–901. https://doi.org/10.1111/sjoe.12014
Chai, J., Hao, Y., Wu, H., & Yang, Y. (2021). Do constraints created by economic growth targets benefit sustainable development? Evidence from China. Business Strategy the Environment, 30(8), 4188–4205. https://doi.org/10.1002/bse.2864
Chen, H., & Yoon, S. S. (2019). Government efficiency and enterprise innovation ? Evidence from China. Asian Journal of Technology Innovation, 27(3), 280–300. https://doi.org/10.1080/19761597.2019.1678389
Chen, L. (2018). Re-exploring the usage of China’s industrial enterprise database. Economic Review, 6(6), 140–153. https://doi.org/10.19361/j.er.2018.06.11
Chen, Y.-F., Wu, Z.-G., Zhu, T.-H., Yang, L., Ma, G.-Y., & Chien, H.-P. (2013). Agricultural policy, climate factors and grain output: Evidence from household survey data in rural China. Journal of Integrative Agriculture, 12(1), 169–183. https://doi.org/10.1016/s2095-3119(13)60217-8
Chi, J. (2021). Informatization, micro-innovation and dynamic competitive advantage. American Journal of Industrial Business Management, 11(7), 846–858. https://doi.org/10.4236/ajibm.2021.117052
Ciabuschi, F., Dellestrand, H., & Kappen, P. (2012). The good, the bad, and the ugly: Technology transfer competence, rent-seeking, and bargaining power. Journal of World Business, 47(4), 664–674. https://doi.org/10.1016/j.jwb.2011.08.002
Coad, A., Segarra, A., & Teruel, M. (2016). Innovation and firm growth: Does firm age play a role? Research Policy, 45(2), 387–400. https://doi.org/10.1016/j.respol.2015.10.015
Czyzewski, B., & Matuszczak, A. (2018). Towards measuring political rents in agriculture: Case studies of different agrarian structures in the EU. Agricultural Economics-Zemedelska Ekonomika, 64(3), 101–114. https://doi.org/10.17221/286/2016-agricecon
Danner, D., Hagemann, D., & Fiedler, K. (2015). Mediation analysis with structural equation models: Combining theory, design, and statistics. European Journal of Social Psychology, 45(4), 460–481. https://doi.org/10.1002/ejsp.2106
Du, W., Li, M., & Wang, F. (2020). Role of rent-seeking or technological progress in maintaining the monopoly power of energy enterprises: An empirical analysis based on micro-data from China. Energy, 202, 117763. https://doi.org/10.1016/j.energy.2020.117763
Dvouletý, O., & Blažková, I. (2019). The impact of public grants on firm-level productivity: Findings from the Czech food industry. Sustainability, 11(2), 552. https://doi.org/10.3390/su11020552
Dvoulety, O., & Blazkova, I. (2021). Exploring firm-level and sectoral variation in total factor productivity (TFP). International Journal of Entrepreneurial Behavior & Research, 27(6), 1526–1547. https://doi.org/10.1108/ijebr-11-2020-0744
Etemad, H. (2018). Early strategic heritage: The carryover effect on entrepreneurial firm’s life cycle. Journal of International Entrepreneurship, 16(4), 441–455. https://doi.org/10.1007/s10843-018-0240-9
Feng, Q., Shi, X., & Zhang, J. (2019). Influence of rent-seeking on safety supervision in Chinese construction: Based on a simulation technology. Technological Forecasting and Social Change, 138, 1–9. https://doi.org/10.1016/j.techfore.2018.10.016
Gallagher, D. R., Ignatieva, K., & McCulloch, J. (2015). Industry concentration, excess returns and innovation in Australia. Accounting and Finance, 55(2), 443–466. https://doi.org/10.1111/acfi.12074
Ge, J., Fu, Y., Xie, R., Liu, Y., & Mo, W. (2018). The effect of GVC embeddedness on productivity improvement: From the perspective of R&D and government subsidy. Technological Forecasting Social Change, 135, 22–31. https://doi.org/10.1016/j.techfore.2018.07.057
Giang, M. H., Xuan, T. D., Trung, B. H., & Que, M. T. (2019). Total factor productivity of agricultural firms in Vietnam and its relevant determinants. Economies, 7(1), 4. https://doi.org/10.3390/economies7010004
Goldman, E., Rocholl, J., & So, J. (2009). Do politically connected boards affect firm value? The Review of Financial Studies, 22(6), 2331–2360. https://doi.org/10.1093/rfs/hhn088
Gong, J., Sun, L., & Li, G. (2008). Provincial productivity analysis in China’s manufacturing industry. The Journal of Quantitative & Technical Economics, 25(4), 97–109. https://doi.org/10.3969/j.issn.1000-3894.2008.04.009
Haiyan, D., Ahmed, K., & Nanere, M. (2021). Life cycle, competitive strategy, continuous innovation and firm performance. International Journal of Innovation Management, 25(01), 2150004. https://doi.org/10.1142/s1363919621500043
Han, J., Jin, Y.-H., Hongbum, K., & Sang-Heon, L. (2020). TFP measurement to analyze the effectiveness of government supported R&D projects for SMEs [정부지원 r&d사업의 효과성 분석을 위한 중소기업 tfp 측정]. Journal of Technology Innovation, 28(2), 63–100. https://doi.org/10.14386/sime.2020.28.2.63
Jia, F., Ma, X., Xu, X., & Xie, L. (2020). The differential role of manufacturing and non-manufacturing TFP growth in economic growth. Structural Change and Economic Dynamics, 52, 174–183. https://doi.org/10.1016/j.strueco.2019.10.006
Jia, Z., & Gu, G. (2021). Is local government intervention effective in promoting the TFP of an old industrial area?: A spatial econometric analysis of northeast China. Singapore Economic Review, 66(03), 933–951. https://doi.org/10.1142/s0217590820500319
Kijek, T., & Matras-Bolibok, A. (2019). The relationship between TFP and innovation performance: Evidence from EU regions. Equilibrium-Quarterly Journal of Economics and Economic Policy, 14(4), 695–709. https://doi.org/10.24136/eq.2019.032
Kong, D., Tao, Y., & Wang, Y. (2020). China’s anti-corruption campaign and firm productivity: Evidence from a quasi-natural experiment. China Economic Review, 63, 101535. https://doi.org/10.1016/j.chieco.2020.101535
Krueger, A. O. (1974). The political economy of the rent-seeking society. The American Economic Review, 64(3), 291–303. https://doi.org/10.1007/978-3-540-79247-5_8
Kuang, Y.-P., Yang, J.-L., & Abate, M.-C. (2021). Farmland transfer and agricultural economic growth nexus in China: Agricultural TFP intermediary effect perspective. China Agricultural Economic Review, 14(1), 184–201. https://doi.org/10.1108/caer-05-2020-0076
Kurmann, A., & Sims, E. (2021). Revisions in utilization-adjusted TFP and robust identification of news shocks. Review of Economics and Statistics, 103(2), 216–235. https://doi.org/10.1162/rest_a_00896
Li, B., Shi, S., & Zeng, Y. (2020a). The impact of haze pollution on firm-level TFP in China: Test of a mediation model of labor productivity. Sustainability, 12(20), 8446. https://doi.org/10.3390/su12208446
Li, Q., Guo, J.-J., Liu, W., Yue, X.-G., Duarte, N., & Pereira, C. (2020b). How knowledge acquisition diversity affects innovation performance during the technological catch-up in emerging economies: A moderated inverse u-shape relationship. Sustainability, 12(3), 945. https://doi.org/10.3390/su12030945
LongPeng, Z., & ZhiWei, T. (2018). Effect and Micro-mechanism of industrial policy on resource misallocation. Finance and Trade Research, 29(12), 1–13. https://doi.org/10.19337/j.cnki.34-1093/f.2018.12.001
Luo, S., Huang, Y.-F., & Startz, R. (2021). Are recoveries all the same: GDP and TFP? Oxford Bulletin of Economics and Statistics, 83(5), 1111–1129. https://doi.org/10.1111/obes.12439
Ma, X., Jia, F., Jiang, H., & Xu, X. (2021). The impact of non-R&D intangible capital on TFP growth: Evidence from multi-country industry level data. Journal of the Knowledge Economy, 13, 2890–2910. https://doi.org/10.1007/s13132-021-00848-0
Ngo, C. N., & McCann, C. R., Jr. (2019). Rethinking rent seeking for technological change and development. Journal of Evolutionary Economics, 29(2), 721–740. https://doi.org/10.1007/s00191-018-0591-3
Osei-Adu, J., Aidoo, R., Fialor, S. C., Ennin, S. A., Osei, K., & Asante, B. O. (2021). The role of improved technology to enhance total factor productivity (TFP): The case of quality seed yam production in Ghana and Nigeria. African Journal of Science Technology Innovation & Development, 13(2), 147–156. https://doi.org/10.1080/20421338.2020.1831132
Papaioannou, S. K. (2021). European monetary integration, TFP and productivity convergence. Economics Letters, 199, 109696. https://doi.org/10.1016/j.econlet.2020.109696
Peng, F., Peng, L., & Wang, Z. (2021). How do VAT reforms in the service sectors impact TFP in the manufacturing sector: Firm-level evidence from China. Economic Modelling. https://doi.org/10.1016/j.econmod.2021.03.002. Article 105483.
Peng, H., & Liu, Y. (2018). How government subsidies promote the growth of entrepreneurial companies in clean energy industry: An empirical study in China. Journal of Cleaner Production, 188, 508–520. https://doi.org/10.1016/j.jclepro.2018.03.126
Pererva, P. G., Kobielieva, T. O., & Tkachova, N. P. (2017). Investigation of the role of venture companies in the early stages of the product life cycle. Scientific Bulletin of Polissia, 2(10), 144–149. https://doi.org/10.25140/2410-9576-2017-2-2(10)-144-149
Qi, Z.-Y., & Yang, S.-Y. (2021). Can government subsidies promote the TFP of enterprises? The mediating effect of R&D decisions. Science Technology and Society, 26(3), 392–412. https://doi.org/10.1177/09717218211030760
Rached, Z., Chebil, A., Boudiche, S., & Khaldi, R. (2021). Evaluation of the profitability and total productivity of production factors of cereal farms: The case of durum wheat cultivation in northern Tunisia. New Medit, 20(2), 107–123. https://doi.org/10.30682/nm2102h
Ramdhan, D. (2021). Impact of provincial human capital on TFP growth through the FDI channel: The case of Indonesian manufacturing industries. Regional Statistics, 11(4), 28–51. https://doi.org/10.15196/rs110402
Rawat, P. S., & Sharma, S. (2021). TFP growth, technical efficiency and catch-up dynamics: Evidence from Indian manufacturing. Economic Modelling, 103, 105622. https://doi.org/10.1016/j.econmod.2021.105622
Ricardo, D. (1821). On the principles of political economy (3rd ed.). London: J. Murray.
Rothwell, R. (1986). Innovation and re-innovation: A role for the user. Journal of Marketing Management, 2(2), 109–123. https://doi.org/10.1080/0267257X.1986.9964004
Shao, M., & Bao, Q. (2011). Analysis on the behavior of local government subsidizing enterprises: Supporting the strong or protecting the weak. World Econ. Pap, 1, 56–72. https://doi.org/10.3969/j.issn.0488-6364.2011.01.004
Sheng, Y., Zhao, S., & Yang, S. (2021). Weather shocks, adaptation and agricultural TFP: A cross-region comparison of Australian Broadacre farms. Energy Economics, 101, 105417. https://doi.org/10.1016/j.eneco.2021.105417
Shiyu, T., Wanzong, W., & Dawei, X. (2017). Local content policy and total factor productivity: Evidence from automobile component manufacturing. Journal of Finance and Economics, 43(4), 82–95. https://doi.org/10.16538/j.cnki.jfe.2017.04.007
Si-hai, L., Xiao-long, L., & Xian-zhong, S. (2015). Property rights, market competition and corporate social responsibility: Based on the political rent-seeking theory. China Population Resources and Environment, 25(1), 162–169. https://doi.org/10.3969/j.issn.1002-2104.2015.01.023
Sun, K., & Wu, L. (2020). Efficiency distortion of the power generation sector under the dual regulation of price and quantity in China. Energy Economics, 86, 104675. https://doi.org/10.1016/j.eneco.2020.104675
Tariq, A., Badir, Y. F., Safdar, U., Tariq, W., & Badar, K. (2019). Linking firms’ life cycle, capabilities, and green innovation. Journal of Manufacturing Technology Management, 2(31), 284–305. https://doi.org/10.1108/JMTM-08-2018-0257
Wen, Z., Zhang, L., Hou, J., & Liu, H. (2004). TESTING and application of the mediating effects. ACTA Psychologica Sinica, 36(5), 614–620. https://d.wanfangdata.com.cn/periodical/ChlQZXJpb2RpY2FsQ0hJTmV3UzIwMjExMDI2Eg14bHhiMjAwNDA1MDE2GggycnA4cGJncw%3D%3D
Wu, T., Yang, S., & Tan, J. (2020). Impacts of government R&D subsidies on venture capital and renewable energy investment–an empirical study in China. Resources Policy, 68, 101715. https://doi.org/10.1016/j.resourpol.2020.101715
Xiang, G., & Xu, D. (2017). Government subsidy, governance capability and risk-taking of export enterprises. Finance and Trade Research, 28(12), 47–60. https://doi.org/10.19337/j.cnki.34-1093/f.2017.12.005
Xiong, Z., Wang, P., & Zhao, Y. (2020). Re-innovation from failure, institutional environmental differences, and firm performance: Evidence from China. Amfiteatru Economic, 22(53), 197–219. https://doi.org/10.24818/EA/2019/53/197
Yang, C.-S., & Shyu, J. (2019). Do institutional investor and group, firm and time effects matter in enterprise performance in the corporate life cycle? Cogent Business & Management, 6(1), 1606473. https://doi.org/10.1080/23311975.2019.1606473
Yongyou, L., & Qianwen, Y. (2017). Incentive effect and recognition mechanism of government innovation subsidy——based on micro enterprise data. Collected Essays on Finance and Economics, 28(12), 22–32. https://doi.org/10.3969/j.issn.1004-4892.2017.12.003
Zhang, X., & Tian, X. (2020). Firm-level TFP growth in the Chinese automobile industry. Frontiers of Economics in China, 15(1), 103–123. https://doi.org/10.3868/s060-011-020-0005-7
Zhang, Y., Jin, P., & Feng, D. (2015). Does civil environmental protection force the growth of China’s industrial green productivity? Evidence from the perspective of rent-seeking. Ecological Indicators, 51, 215–227. https://doi.org/10.1016/j.ecolind.2014.06.042
Zhijun, Y., & Jinping, Y. (2017). Government subsidy and firms' total factor productivity:a comparative analysis of emerging industry and traditional. Industrial Economics Research(1), 1–13. https://d.wanfangdata.com.cn/periodical/ChlQZXJpb2RpY2FsQ0hJTmV3UzIwMjExMDI2Eg9jeWpqeWoyMDE3MDEwMDEaCG91YjVtcDlr
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The authors are grateful to Xin Su and Jinqiu Li for their constructive suggestions.
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This research is supported by grants from the National Natural Science Foundation of China (Grant No. 71874040) and the Heilongjiang Provincial Natural Science Fund (Grant No. LH2021G007). All the authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or nonfinancial interest in the subject matter or materials discussed in this manuscript.
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All the authors contributed to the study conception and design. All the authors commented on previous versions of the manuscript. All the authors read and approved the final manuscript. Dr. Liu assisted in updating our data and gave us important guidance on revisions to the intermediary test section.
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Ma, Y., Ni, H., Yang, X. et al. Government subsidies and total factor productivity of enterprises: a life cycle perspective. Econ Polit 40, 153–188 (2023). https://doi.org/10.1007/s40888-022-00292-6
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DOI: https://doi.org/10.1007/s40888-022-00292-6