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How can China's sustainable development be damaged in consequence of financial misallocation? Analysis from the perspective of regional innovation capability

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  • Yunwei Li
  • Wenjing Long
  • Xiao Ning
  • Yumeng Zhu
  • Yifan Guo
  • Zhou Huang
  • Yu Hao

Abstract

China's extensive economic growth has been accompanied with high levels of pollution, and excessive energy consumption has brought serious pollution problems. The use of financial resources to regulate green production modes and encourage high‐quality economic development has become a major focus in academia. At the same time, growth enterprise market (GEM) enterprises, which mainly operate in technology‐intensive industries, are assumed to have a simulating effect on regional innovation. Therefore, this paper utilizes the capital return differences of 4437 listed companies and 920 GEM companies based in 30 provinces of China from 2008 to 2018 to quantitatively analyze the levels of financial misallocation. With two‐stage regression method, the direct effect of financial misallocation on regional green total factor energy efficiency (GTFEE) and the indirect impact observed when taking regional innovation as an intermediary variable are discussed. Furthermore, dynamic threshold panel regression and heterogeneity analysis are used to verify the above nonlinear relationship. The empirical findings indicate that financial misallocation enhances innovation capability and further restrains GTFEE. With an improved degree of marketization and environmental regulation, the inhibitory effect of financial misallocation on GTFEE is more significant.

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  • Yunwei Li & Wenjing Long & Xiao Ning & Yumeng Zhu & Yifan Guo & Zhou Huang & Yu Hao, 2022. "How can China's sustainable development be damaged in consequence of financial misallocation? Analysis from the perspective of regional innovation capability," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3649-3668, November.
    • Handle: RePEc:bla:bstrat:v:31:y:2022:i:7:p:3649-3668
    DOI: 10.1002/bse.3113
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    as
    1. Weber, K. Matthias & Rohracher, Harald, 2012. "Legitimizing research, technology and innovation policies for transformative change," Research Policy, Elsevier, vol. 41(6), pages 1037-1047.
    2. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    3. Ligthart, Jenny E. & van der Ploeg, Frederick, 1994. "Pollution, the cost of public funds and endogenous growth," Economics Letters, Elsevier, vol. 46(4), pages 339-349, December.
    4. Tone, Kaoru & Sahoo, Biresh K., 2004. "Degree of scale economies and congestion: A unified DEA approach," European Journal of Operational Research, Elsevier, vol. 158(3), pages 755-772, November.
    5. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    6. Biing-Shiunn Yang & Chao-Cheng Mai, 2013. "The impact of uncertain environmental regulatory policy on optimal plant location and anti-pollution technology selection," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(3), pages 753-769, June.
    7. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    8. Marios Karabarbounis & Patrick Macnamara, 2021. "Misallocation and Financial Frictions: the Role of Long-Term Financing," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 40, pages 44-63, April.
    9. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    10. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    11. Jebali, Eya & Essid, Hédi & Khraief, Naceur, 2017. "The analysis of energy efficiency of the Mediterranean countries: A two-stage double bootstrap DEA approach," Energy, Elsevier, vol. 134(C), pages 991-1000.
    12. Sumon K. Bhaumik & Ying Zhou, 2014. "Do business groups help or hinder technological progress in emerging markets? Evidence from India," William Davidson Institute Working Papers Series wp1066, William Davidson Institute at the University of Michigan.
    13. Patterson, Murray G, 1996. "What is energy efficiency? : Concepts, indicators and methodological issues," Energy Policy, Elsevier, vol. 24(5), pages 377-390, May.
    14. Diego Restuccia & Richard Rogerson, 2013. "Misallocation and productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 1-10, January.
    15. Lin, Jia & Wu, Ho-Mou & Wu, Howei, 2021. "Could government lead the way? Evaluation of China's patent subsidy policy on patent quality," China Economic Review, Elsevier, vol. 69(C).
    16. Carlin Wendy & Schaffer Mark & Seabright Paul, 2004. "A Minimum of Rivalry: Evidence from Transition Economies on the Importance of Competition for Innovation and Growth," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-45, September.
    17. Die Hu & Yuandi Wang & Yu Li, 2017. "How Does Open Innovation Modify the Relationship between Environmental Regulations and Productivity?," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1132-1143, December.
    18. Leandro Lima Dos Santos & Rafael Morais Pereira & Felipe Mendes Borini & Muhammad Mustafa Raziq & Moacir De Miranda Oliveira Junior, 2020. "The influence of national culture and support to innovate on openness to innovation," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 24(2/3), pages 189-209.
    19. Chang, Chun-Ping & Wen, Jun & Zheng, Mingbo & Dong, Minyi & Hao, Yu, 2018. "Is higher government efficiency conducive to improving energy use efficiency? Evidence from OECD countries," Economic Modelling, Elsevier, vol. 72(C), pages 65-77.
    20. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    21. Robert Hassink, 2002. "Regional Innovation Support Systems: Recent Trends in Germany and East Asia," European Planning Studies, Taylor & Francis Journals, vol. 10(2), pages 153-164, March.
    22. Chungwon Woo & Yanghon Chung & Dongphil Chun & Seunghun Han & Dukhee Lee, 2014. "Impact of Green Innovation on Labor Productivity and its Determinants: an Analysis of the Korean Manufacturing Industry," Business Strategy and the Environment, Wiley Blackwell, vol. 23(8), pages 567-576, December.
    23. Hao, Yu & Gai, Zhiqiang & Wu, Haitao, 2020. "How do resource misallocation and government corruption affect green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 143(C).
    24. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    25. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    26. Filippini, Massimo & Hunt, Lester C., 2015. "Measurement of energy efficiency based on economic foundations," Energy Economics, Elsevier, vol. 52(S1), pages 5-16.
    27. 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.
    28. Boeing, Philipp & Mueller, Elisabeth, 2019. "Measuring China's patent quality: Development and validation of ISR indices," China Economic Review, Elsevier, vol. 57(C).
    29. Song, Malin & Fisher, Ron & Kwoh, Yusen, 2019. "Technological challenges of green innovation and sustainable resource management with large scale data," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 361-368.
    30. Guido Sandleris & Mark L. J. Wright, 2014. "The Costs of Financial Crises: Resource Misallocation, Productivity, and Welfare in the 2001 Argentine Crisis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 87-127, January.
    31. Rey Dang & Hocine Houanti & Jean-Michel Sahut & Michel Simioni, 2021. "Do women on corporate boards influence corporate social performance? A control function approach," Post-Print hal-02891765, HAL.
    32. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    33. David Dollar & Shang-Jin Wei, 2007. "Das (Wasted) Kapital: Firm Ownership and Investment Efficiency in China," IMF Working Papers 2007/009, International Monetary Fund.
    34. Eliasson, Ludvik & Turnovsky, Stephen J., 2004. "Renewable resources in an endogenously growing economy: balanced growth and transitional dynamics," Journal of Environmental Economics and Management, Elsevier, vol. 48(3), pages 1018-1049, November.
    35. Li, Xibao, 2011. "Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises," World Development, Elsevier, vol. 39(7), pages 1240-1248, July.
    36. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    37. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    38. Rudi Purwono (a) and Mohammad Zeqi Yasin (b), 2020. "Does Efficiency Convergence of Economy Promote Total Factor Productivity? A Case of Indonesia," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 45(4), pages 69-91, December.
    39. Erik Stam & Karl Wennberg, 2009. "The roles of R&D in new firm growth," Small Business Economics, Springer, vol. 33(1), pages 77-89, June.
    40. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    41. Derek Bosworth & Mark Rogers, 2001. "Market Value, R&D and Intellectual Property: An Empirical Analysis of Large Australian Firms," The Economic Record, The Economic Society of Australia, vol. 77(239), pages 323-337, December.
    42. BAI Chong-En & LIU Qiao & LU Joe & SONG Frank M. & ZHANG Junxi, 2006. "An Empirical Study on Corporate Governance and Market Valuation in China," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 1(1), pages 83-111, March.
    43. Dang, Rey & Houanti, L'Hocine & Sahut, Jean-Michel & Simioni, Michel, 2021. "Do women on corporate boards influence corporate social performance? A control function approach," Finance Research Letters, Elsevier, vol. 39(C).
    44. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    45. Cole, Matthew A., 2007. "Corruption, income and the environment: An empirical analysis," Ecological Economics, Elsevier, vol. 62(3-4), pages 637-647, May.
    46. Yu Luo & Chengsi Zhang & Yueteng Zhu, 2016. "Openness and Financial Development in China: The Political Economy of Financial Resources Distribution," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(9), pages 2115-2127, September.
    47. Dai, Xiaoyong & Cheng, Liwei, 2019. "Aggregate productivity losses from factor misallocation across Chinese manufacturing firms," Economic Systems, Elsevier, vol. 43(1), pages 30-41.
    48. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    49. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    50. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    51. Suzuki, Jun, 2011. "Structural modeling of the value of patent," Research Policy, Elsevier, vol. 40(7), pages 986-1000, September.
    52. Ek, Chanbora & Wu, Guiying Laura, 2018. "Investment-cash flow sensitivities and capital misallocation," Journal of Development Economics, Elsevier, vol. 133(C), pages 220-230.
    53. Bosworth, Derek & Rogers, Mark, 2001. "Market Value, R&D and Intellectual Property: An Empirical Analysis of Large Australian Firms," The Economic Record, The Economic Society of Australia, vol. 77(239), pages 323-337, December.
    54. Roberta Capello & Camilla Lenzi, 2014. "Spatial Heterogeneity In Knowledge, Innovation, And Economic Growth Nexus: Conceptual Reflections And Empirical Evidence," Journal of Regional Science, Wiley Blackwell, vol. 54(2), pages 186-214, March.
    55. Xiangdong Chen & Ping Lv & Shaofang Xue & Ming Li, 2020. "What does the character of urban technology reveals about convergence versus divergence of innovation in China?—A technical lens to evaluate regional economic development," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1631-1656, December.
    56. Rakesh Basant, 2018. "Exploring Linkages between Industrial Innovation and Public Policy: Challenges and Opportunities," Vikalpa: The Journal for Decision Makers, , vol. 43(2), pages 61-76, June.
    57. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    58. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
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