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Does the green loan policy boost greener production? – Evidence from Chinese firms

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  • Zhang, Dongyang

Abstract

The trade-off between stable economic growth and environmental protection has been widely discussed in China, with the rest of the world paying closer attention to the emerging norms of this discourse. Government intervention and policy guidance are believed necessary in spurring firms to adopt more sustainable production approaches. This paper investigates the impact of the Green Loan Guide policy on pollution and firm performance. More specifically, we explore the impacts of the People's Bank of China's Green Loan Guide policy on Chinese firms using information from Chinese manufacturing firms for the period 2010–2017 derived from public databases and individual firms. We apply a difference-in-differences method to analyze the effect of the policies on pollution reduction and to avoid endogeneity problems. Our empirical findings indicate that the green loan policy significantly increases investments that curb pollution and encourages firms to reduce emissions, introduce new energy sources, and demonstrate greater environmental responsibility. We further show that investment in pollution control crowds out investment in fixed and intangible assets due to the financial constraint mechanism, and that it decreases sales growth, return on assets, and return on sales.

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  • Zhang, Dongyang, 2022. "Does the green loan policy boost greener production? – Evidence from Chinese firms," Emerging Markets Review, Elsevier, vol. 51(PB).
    • Handle: RePEc:eee:ememar:v:51:y:2022:i:pb:s156601412100090x
    DOI: 10.1016/j.ememar.2021.100882
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    as
    1. Earnhart, Dietrich & Segerson, Kathleen, 2012. "The influence of financial status on the effectiveness of environmental enforcement," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 670-684.
    2. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    3. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    4. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    5. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    6. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    7. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    8. Weber, Christopher L. & Peters, Glen P. & Guan, Dabo & Hubacek, Klaus, 2008. "The contribution of Chinese exports to climate change," Energy Policy, Elsevier, vol. 36(9), pages 3572-3577, September.
    9. Zhang, Dongyang & Zheng, Wenping, 2019. "Less financial constraints, more clean production? New evidence from China," Economics Letters, Elsevier, vol. 175(C), pages 80-83.
    10. Youguo Zhang, 2012. "Scale, Technique and Composition Effects in Trade-Related Carbon Emissions in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(3), pages 371-389, March.
    11. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    12. Zhang, Dongyang & Zhuge, Liqun & Freeman, Richard B., 2020. "Firm dynamics of hi-tech start-ups: Does innovation matter?," China Economic Review, Elsevier, vol. 59(C).
    13. Amore, Mario Daniele & Bennedsen, Morten, 2016. "Corporate governance and green innovation," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 54-72.
    14. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    15. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    16. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    17. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    18. Olaf Weber & Roland W. Scholz & Georg Michalik, 2010. "Incorporating sustainability criteria into credit risk management," Business Strategy and the Environment, Wiley Blackwell, vol. 19(1), pages 39-50, January.
    19. Andersen, Dana C., 2017. "Do credit constraints favor dirty production? Theory and plant-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 189-208.
    20. Bovenberg, A.L. & Smulders, J.A., 1993. "Environmental quality and pollution-saving technological change in a two-sector endogenous growth model," Discussion Paper 1993-21, Tilburg University, Center for Economic Research.
    21. Jianguo Liu & Jared Diamond, 2005. "China's environment in a globalizing world," Nature, Nature, vol. 435(7046), pages 1179-1186, June.
    22. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    23. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    24. Zhuang Miao & Tomas Baležentis & Zhihua Tian & Shuai Shao & Yong Geng & Rui Wu, 2019. "Environmental Performance and Regulation Effect of China’s Atmospheric Pollutant Emissions: Evidence from “Three Regions and Ten Urban Agglomerations”," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(1), pages 211-242, September.
    25. Yue, Shujing & Lu, Rou & Shen, Yongchang & Chen, Hongtao, 2019. "How does financial development affect energy consumption? Evidence from 21 transitional countries," Energy Policy, Elsevier, vol. 130(C), pages 253-262.
    26. Mark J. Garmaise, 2008. "Production in Entrepreneurial Firms: The Effects of Financial Constraints on Labor and Capital," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 543-577, April.
    27. Eisenbarth, Sabrina, 2017. "Is Chinese trade policy motivated by environmental concerns?," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 74-103.
    28. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    29. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    30. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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