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Non-Financial Enterprises’ Shadow Banking Business and Total Factor Productivity of Enterprises

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  • Chen Yang

    (Department of Business Management, School of Management, Xiamen University, Xiamen 361005, China)

  • Weitao Shen

    (Department of Business Management, School of Management, Xiamen University, Xiamen 361005, China)

Abstract

This study empirically analyzes the impact of the shadow banking business (SBB) of non-financial enterprises (non-FEs) on the total factor productivity (TFP) of enterprises using data concerning non-FEs listed in China’s A-share market from 2008 to 2019. The results show that non-FEs’ SBB has a significantly negative impact on their TFP, and for every 10% increase in the involvement of non-FEs in SBB, their TFP decreases by 4.22% on average. The negative effect is more significant in the period of loose monetary policy, lower industry competition, and non-state-owned enterprises. Alleviating financing constraints, reducing information asymmetry, and optimizing financial resource allocation may mitigate the negative effect. Our study reveals the mechanism by which non-FEs’ SBB inhibits their TFP. These findings enrich the theoretical research on the two, and provide empirical evidence to alleviate the “off real to virtual” of the economy and promote long-term, high-quality and sustainable economic development.

Suggested Citation

  • Chen Yang & Weitao Shen, 2022. "Non-Financial Enterprises’ Shadow Banking Business and Total Factor Productivity of Enterprises," Sustainability, MDPI, vol. 14(13), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:8150-:d:855388
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    as
    1. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    2. Coricelli, Fabrizio & Driffield, Nigel & Pal, Sarmistha & Roland, Isabelle, 2012. "When does leverage hurt productivity growth? A firm-level analysis," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1674-1694.
    3. Andrea Caggese & Vicente Cunat, 2013. "Financing Constraints, Firm Dynamics, Export Decisions, and Aggregate Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 177-193, January.
    4. Xun Han & Sara Hus & Jianjun Li, 2019. "The Impact of Enterprises’ Shadow Banking Activities on Business Performance: A Test Based on Mediator Effect of Investment Scale and Investment Efficiency," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(14), pages 3258-3274, November.
    5. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    6. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    7. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    8. Kellee S. Tsai, 2017. "When Shadow Banking Can Be Productive: Financing Small and Medium Enterprises in China," Journal of Development Studies, Taylor & Francis Journals, vol. 53(12), pages 2005-2028, December.
    9. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    10. Buera, Francisco J. & Shin, Yongseok, 2011. "Self-insurance vs. self-financing: A welfare analysis of the persistence of shocks," Journal of Economic Theory, Elsevier, vol. 146(3), pages 845-862, May.
    11. Sebastiano Cupertino & Costanza Consolandi & Alessandro Vercelli, 2019. "Corporate Social Performance, Financialization, and Real Investment in US Manufacturing Firms," Sustainability, MDPI, vol. 11(7), pages 1-15, March.
    12. Baum, Christopher F. & Caglayan, Mustafa & Ozkan, Neslihan, 2009. "The second moments matter: The impact of macroeconomic uncertainty on the allocation of loanable funds," Economics Letters, Elsevier, vol. 102(2), pages 87-89, February.
    13. Deng, Kebin & Ge, Wenxia & He, Jing, 2021. "Inside debt and shadow banking," Journal of Corporate Finance, Elsevier, vol. 69(C).
    14. Yu Jiang & Xianming Fang, 2022. "Responses of China’s shadow banking system to exogenous shocks," Applied Economics, Taylor & Francis Journals, vol. 54(6), pages 615-632, February.
    15. Mariassunta Giannetti & Guanmin Liao & Xiaoyun Yu, 2015. "The Brain Gain of Corporate Boards: Evidence from China," Journal of Finance, American Finance Association, vol. 70(4), pages 1629-1682, August.
    16. Daniele Tori & Özlem Onaran, 2018. "The effects of financialization on investment: evidence from firm-level data for the UK," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(5), pages 1393-1416.
    17. Allen, Franklin & Qian, Yiming & Tu, Guoqian & Yu, Frank, 2019. "Entrusted loans: A close look at China's shadow banking system," Journal of Financial Economics, Elsevier, vol. 133(1), pages 18-41.
    18. Hyeok Jeong & Robert Townsend, 2007. "Sources of TFP growth: occupational choice and financial deepening," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(1), pages 179-221, July.
    19. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    20. Acharya, Viral V. & Schnabl, Philipp & Suarez, Gustavo, 2013. "Securitization without risk transfer," Journal of Financial Economics, Elsevier, vol. 107(3), pages 515-536.
    21. Fujun Lai & Qian Wang & Qingxiang Feng, 2019. "Does Chinese Financial Market Information Promote Listed Manufacturing Firms’ Productivity?," Sustainability, MDPI, vol. 11(2), pages 1-20, January.
    22. Chen, Shiyi & Lin, Bin, 2019. "Dual-track interest rates and capital misallocation," China Economic Review, Elsevier, vol. 57(C).
    23. Tan, Yong, 2017. "The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 89-106.
    24. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    25. Yang, Liu & van Wijnbergen, S. & Qi, Xiaotong & Yi, Yuhuan, 2019. "Chinese shadow banking, financial regulation and effectiveness of monetary policy," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    26. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    27. Yan Liang, 2016. "Inside Shadow Banking in China: Credit Driven Growth vs. Financial Stability," Journal of Economic Issues, Taylor & Francis Journals, vol. 50(2), pages 461-470, April.
    28. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
    29. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    30. Tinghua Liu & Fengjuan Kou & Xiao Liu & Ehsan Elahi, 2022. "Cluster Commercial Credit and Total Factor Productivity of the Manufacturing Sector," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    31. Rashmi U. Arora & Quanda Zhang, 2019. "Banking in the Shadows: A Comparative Study of China and India," Australian Economic History Review, Economic History Society of Australia and New Zealand, vol. 59(1), pages 103-131, March.
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