ESG Rating Divergence and Trade Credit Financing:Unveiling the Hurdles to Corporate Liquidity and Growth

Author(s)

Aamir Ali ,

Download Full PDF Pages: 19-41 | Views: 6 | Downloads: 2 | DOI: 10.5281/zenodo.20347316

Volume 15 - May 2026 (05)

Abstract

ESG ratings have emerged as a critical determinant in trade credit decision-making, reflecting the growing emphasis on sustainability in corporate finance.  This study investigates how ESG rating divergence impacts trade credit financing, focusing on customer concentration as the mediating economic mechanism. The analysis utilizes data from Chinese A-share firms listed on the Shenzhen and Shanghai stock exchanges. Robustness tests, including instrumental variable methods, time grouping analysis, and alternative measures, confirm that ESG rating divergence significantly reduces trade credit financing. Second, ESG rating divergence negatively affects trade credit financing by diminishing customer concentration. Third, the heterogeneity based on active ESG disclosure, high-carbon emissions, absence of Big Four firms, and higher debt costs face a more pronounced negative impact of ESG divergence on trade credit financing. Finally, divergences in the social and environmental pillars of ESG ratings are the primary drivers of reduced trade credit financing

Keywords

Trade credit financing, ESG rating divergence, Customer concentration, corporate growth, cost of debt, ESG disclosure.

References

Aabo, T., & Giorici, I. C. (2023). Do female CEOs matter for ESG scores?. Global Finance Journal, 56, 100722.

Avramov, D., Cheng, S., Lioui, A., & Tarelli, A. (2022). Sustainable investing with ESG rating uncertainty. Journal of financial economics, 145(2), 642-664.

Battilana, J., Obloj, T., Pache, A. C., & Sengul, M. (2022). Beyond shareholder value maximization: Accounting for financial/social trade-offs in dual-purpose companies. Academy of Management Review, 47(2), 237–258.

Beck, T., Demirgüç-Kunt, A., & Maksimovic, V. (2008). Financing patterns around the world: Are small firms different?. Journal of financial economics, 89(3), 467-487.

Benmelech, E., Meisenzahl, R. R., & Ramcharan, R. (2017). The real effects of liquidity during the financial crisis: Evidence from automobiles. The Quarterly Journal of Economics, 132(1), 317-365.

Berg, F., Kölbel, J. F., & Rigobon, R. (2022). Aggregate confusion: The divergence of ESG ratings. Review of Finance, 26(6), 1315–1344.

Billio, M., Costola, M., Hristova, I., Latino, C., & Pelizzon, L. (2021). Inside the ESG ratings:(Dis) agreement and performance. Corporate Social Responsibility and Environmental Management, 28(5), 1426-1445.

Broadstock, D. C., Chan, K., Cheng, L. T., & Wang, X. (2021). The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China. Finance research letters, 38, 101716.

Cao, J., Titman, S., Zhan, X., & Zhang, W. (2023). ESG preference, institutional trading, and stock return patterns. Journal of financial and quantitative analysis, 58(5), 1843-1877.

Capizzi, V., Gioia, E., Giudici, G., & Tenca, F. (2021). The divergence of ESG ratings: An analysis of Italian listed companies. Journal of Financial Management, Markets and Institutions, 9(2), 2150006.

Casey, E., & O'Toole, C. M. (2014). Bank lending constraints, trade credit and alternative financing during the financial crisis: Evidence from European SMEs. Journal of Corporate Finance, 27, 173-193.

Chatterji, A. K., Durand, R., Levine, D. I., & Touboul, S. (2016). Do ratings of firms converge? Implications for managers, investors, and strategy researchers. Strategic Management Journal, 37(8), 1597–1614.

Chatterji, A. K., Levine, D. I., & Toffel, M. W. (2009). How well do social ratings actually measure corporate social responsibility? Journal of Economics and Management Strategy, 18(1), 125–169.

Chen, J., Zhu, D., Ding, S., & Qu, J. (2024). Government environmental concerns and corporate green innovation: Evidence from heavy‐polluting enterprises in China. Business Strategy and the Environment, 33(3), 1920-1936.

Chen, S., & Ma, H. (2018). Bank loans availability and corporate trade credit: Quasi-natural experiment evidence from interest rate liberalization of China. Management World, 11, 108-120.

Chen, Z., & Xie, G. (2022). ESG disclosure and financial performance: Moderating role of ESG investors. International Review of Financial Analysis, 83, 102291.

Cheng, B., Ioannou, I., & Serafeim, G. (2014). Corporate social responsibility and access to finance. Strategic Management Journal, 35(1), 1–23

Cheng, C. A., Wang, J., & Wei, S. X. (2015). State ownership and earnings management around initial public offerings: Evidence from China. Journal of International Accounting Research, 14(2), 89-116. https://doi.org/10.2308/jiar-51193

Choi, W. G., & Kim, Y. (2005). Trade credit and the effect of macro-financial shocks: Evidence from US panel data. Journal of Financial and Quantitative Analysis, 40(4), 897-925.

Christensen, D. M., Serafeim, G., & Sikochi, A. (2022). Why is corporate virtue in the eye of the beholder? The case of ESG ratings. The Accounting Review, 97(1), 147-175.

Cornell, B. (2021). ESG preferences, risk, and return. European Financial Management, 27(1), 12–19.

Dimson, E., Marsh, P., & Staunton, M. (2020). Divergent ESG ratings. The Journal of Portfolio Management, 47(1), 75–87.

D'Mello, R., & Toscano, F. (2020). Economic policy uncertainty and short-term financing: The case of trade credit. Journal of Corporate Finance, 64, 101686.

Drempetic, S., Klein, C., & Zwergel, B. (2020). The influence of firm size on the ESG score: Corporate sustainability ratings under review. Journal of Business Ethics, 167, 333–360.

Dumrose, M., Rink, S., & Eckert, J. (2022). Disaggregating confusion? The EU Taxonomy and its relation to ESG rating. Finance research letters, 48, 102928.

Dunbar, K., Treku, D., Sarnie, R., & Hoover, J. (2023). What does ESG risk premia tell us about mutual fund sustainability levels: A difference-in-differences analysis? Finance Research Letters, 57, 104262.

Erhart, S. (2022). Take it with a pinch of salt-ESG rating of stocks and stock indices. International Review of Financial Analysis, 83, 102308.

Fabbri, D., & Klapper, L. F. (2016). Bargaining power and trade credit. Journal of corporate finance, 41, 66-80.

Fabbri, D., & Menichini, A. M. C. (2009). Trade credit, collateral liquidation, and borrowing constraints. Journal of Financial Economics, 96(3), 413–432.

Fisman, R., & Love, I. (2003). Trade credit, financial intermediary development, and industry growth. The Journal of Finance, 58(1), 353-374.

Francis, J. R., & Yu, M. D. (2009). Big 4 office size and audit quality. The Accounting Review, 84(5), 1521-1552.

Freeman, K. (2020). The economics of trade credit: Risk and power. Available at SSRN, 3235838.

Freeman, R. E., & McVea, J. (2005). A stakeholder approach to strategic management. The Blackwell handbook of strategic management, 183-201.

Fulkerson, J., Khieu, H. D., & Ngo, T. (2024). The impact of economic uncertainty on corporate trade credit policy: insights from the COVID-19 pandemic. Applied Economics, 1-17.

Ge, Y., & Qiu, J. (2007). Financial development, bank discrimination, and trade credit. Journal of Banking & Finance, 31(2), 513-530.

George, A. (1970). The market for lemons: Quality uncertainty and the market mechanism.

Gulen, H., & Ion, M. (2016). Policy uncertainty and corporate investment. The Review of Financial Studies, 29(3), 523-564.

Halbritter, G., & Dorfleitner, G. (2015). The wages of social responsibility— Where are they? A critical review of ESG investing. Review of Financial Economics, 26, 25–35.

He, F., Du, H., & Yu, B. (2022). Corporate ESG performance and manager misconduct: Evidence from China. International Review of Financial Analysis, 82, 102201.

He, T.M., Li, Y.P., Wang, Z., 2023. Do divergent ESG ratings improve a firm's voluntary disclosure? Account. Econ. Res. 37 (03), 54–70.

He, X., & Jiang, S. (2019). Does gender diversity matter for green innovation? Business Strategy and the Environment, 28(7), 1341–1356.

Hill, M. D., Kelly, G. W., & Lockhart, G. B. (2012). Shareholder returns from supplying trade credit. Financial Management, 41(1), 255-280.

Hossain, M. M., Wang, L., & Yu, J. (2024). The reputational costs of corporate environmental underperformance: evidence from China. Business Strategy and the Environment, 33(2), 930-948.

Huang, J. W., & Li, Y. H. (2017). Green innovation and performance: The view of organizational capability and social reciprocity. Journal of Business Ethics, 145, 309–324.

Jiang, F., & Kim, K. A. (2015). Corporate governance in China: A modern perspective. Journal of Corporate Finance, 32, 190-216. https://doi.org/10.1016/j.jcorpfin.2014.10.010

Jufri, A., Prasetyo, T. B., Yulianty, P. D., Hadiwibowo, I., Nurudin, A., & Gusman, T. A. (2022). The linkage of perceived CSR, corporate reputation, organizational commitment, and purchase intention. Acad. J. Interdiscip. Stud, 11, 71.

Kimbrough, M. D., Wang, X., Wei, S., & Zhang, J. (2024). Does voluntary ESG reporting resolve disagreement among ESG rating agencies?. European Accounting Review, 33(1), 15-47.

Kirmani, A. and Rao, A.R. (2000), “No pain, no gain: a critical review of the literature on signalling unobservable product quality”, Journal of Marketing, Vol. 64 No. 2, pp. 66-79.

Klapper, L., Laeven, L., & Rajan, R. (2012). Trade credit contracts. The Review of Financial Studies, 25(3), 838-867.

Kong, D., Pan, Y., Tian, G. G., & Zhang, P. (2020). CEOs' hometown connections and access to trade credit: Evidence from China. Journal of Corporate Finance, 62, 101574.

Li, C., & Lai, S. (2024). ESG rating divergence, information disclosure, and stock price volatility: evidence from Chinese listed companies. Applied Economics Letters, 1-6.

Li, J., Lian, G., & Xu, A. (2023). How do ESG affect the spillover of green innovation among peer firms? Mechanism discussion and performance study. Journal of Business Research, 158, 113648.

Li, L., Zhang, D., & Li, R. (2024). ESG rating disagreement and corporate innovation: Evidence from China. Finance Research Letters, 62, 105096.

Li, W., Padmanabhan, P., & Huang, C. H. (2024). ESG and debt structure: Is the nature of this relationship nonlinear? International Review of Financial Analysis, 91, 103027.

Li, W., Zhang, J. Z., & Ding, R. (2023). Impact of directors' network on corporate social responsibility disclosure: Evidence from China. Journal of Business Ethics, 183, 551–583.

Li, X., Ng, J., & Saffar, W. (2021). Financial reporting and trade credit: Evidence from mandatory IFRS adoption. Contemporary Accounting Research, 38(1), 96-128.

Ling, S., Xia, H., & Liu, Z. F. (2024). ESG rating divergence and audit fees: Evidence from China. Finance Research Letters, 67, 105749.

Liu, X., Dai, J., Dong, X., & Liu, J. (2024). ESG rating disagreement and analyst forecast quality. International Review of Financial Analysis, 95, 103446.

Liu, X., Yang, Q., Wei, K., & Dai, P. F. (2024). ESG rating disagreement and idiosyncratic return volatility: Evidence from China. Research in International Business and Finance, 70, 102368.

Love, L., Preve, L. A., & Sarria-Allende, V. (2007). Trade credit and Bank credit: Evidence from recent financial crises. Journal of Financial Economics, 83(2), 453–469

Luo, C., Wei, D., & He, F. (2023). Corporate ESG performance and trade credit financing–Evidence from China. International Review of Economics & Finance, 85, 337-351.

Luo, D., Yan, J., & Yan, Q. (2023). The duality of ESG: Impact of ratings and disagreement on stock crash risk in China. Finance Research Letters, 58, 104479.

Maneenop, S., Padungsaksawasdi, C., & Treepongkaruna, S. (2024). Co‐opted board, environment, social and governance. Business Strategy and the Environment, 33(2), 1161-1172.

Mao, Z., Wang, S., & Lin, Y. E. (2024). ESG, ESG rating divergence and earnings management: Evidence from China. Corporate Social Responsibility and Environmental Management.

Mio, C., Fasan, M., Scarpa, F., Costantini, A., & Fitzpatrick, A. C. (2024). Unveiling the consequences of ESG rating disagreement: an empirical analysis of the impact on the cost of equity capital. Accounting in Europe, 1-24.

Molina, C. A., & Preve, L. A. (2009). Trade receivables policy of distressed firms and its effect on the costs of financial distress. Financial management, 38(3), 663-686.

Naughton, B. (2017). Is China Socialist? Journal of Economic Perspectives, 31(1), 3-24. https://doi.org/10.1257/jep.31.1.3

Pacelli, V., Pampurini, F., & Quaranta, A. G. (2023). Environmental, social and governance investing: Does rating matter? Business Strategy and the Environment, 32(1), 30–41.

Peng, X., Wang, X., & Yan, L. (2019). How does customer concentration affect informal financing? International Review of Economics & Finance, 63, 152-162.

Petersen, M. A., & Rajan, R. G. (1997). Trade credit: theories and evidence. The review of financial studies, 10(3), 661-691.

Phan, H. V., Nguyen, N. H., Nguyen, H. T., & Hegde, S. (2019). Policy uncertainty and firm cash holdings. Journal of Business Research, 95, 71-82.

Pittman, J. A., & Fortin, S. (2004). Auditor choice and the cost of debt capital for newly public firms. Journal of accounting and economics, 37(1), 113-136.

Porter, M., & Kramer, M. (2006). Estrategia y sociedad. Harvard Business Review, 84(12), 42-56.

Roberts, M. R., & Whited, T. M. (2013). Endogeneity in empirical corporate finance1. In Handbook of the Economics of Finance (Vol. 2, pp. 493-572). Elsevier.

Serafeim, G., & Yoon, A. (2023). Stock price reactions to ESG news: The role of ESG ratings and disagreement. Review of Accounting Studies, 28, 1500–1530.

Shen, Y., Qian, M., Lu, M.H., 2023. Minority shareholder supervision and greenwashing governance: an analysis based on the word embedding model. China Popul. Resour. Environ. 33 (08), 116–129.

Stiglitz, J.E. (2002), “Information and the change in the paradigm in economics”, American Economic Review, Vol. 92 No. 3, pp. 460-501.

Tingbani, I., Afrifa, G. A., Tauringana, V., & Ntim, C. (2024). Trade credit and corporate growth. International Journal of Finance & Economics, 29(1), 206-228.

Verrecchia, R. E. (2001). Essays on disclosure. Journal of Accounting and Economics, 32(1-3), 97-180.

Wang, H., Jiao, S., Ge, C., & Sun, G. (2024). Corporate ESG rating divergence and excess stock returns. Energy Economics, 129, 107276.

Wang, K., Chen, X., & Wang, C. (2023). The impact of sustainable development planning in resource-based cities on corporate ESG–Evidence from China. Energy Economics, 127, 107087.

Wang, L., & Yang, L. (2024). Corporate ESG performance and trade credit financing: Moderating effect of life cycle. Borsa Istanbul Review.

Wang, S., Chen, S. C., Ali, M. H., & Tseng, M. L. (2024). Nexus of environmental, social, and governance performance in China‐listed companies: Disclosure and green bond issuance. Business Strategy and the Environment, 33(3), 1647-1660.

Wang, Y., Song, C., & Wang, W. (2023). Suppliers' decision on green innovation: A response to customers' environmental regulation. Finance Research Letters, 58, 104335.

Widyawati, L. (2020). A systematic literature review of socially responsible investment and environmental social governance metrics. Business Strategy and the Environment, 29(2), 619–637.

Yang, S. A., & Birge, J. R. (2018). Trade credit, risk sharing, and inventory financing portfolios. Management Science, 64(8), 3667-3689.

Yoon, A. S. (2021). The role of private disclosures in markets with weak institutions: evidence from market liberalization in China. The Accounting Review, 96(4), 433-455. https://doi.org/10.2308/TAR-2018-0606

Yu, E. P. Y., Guo, C. Q., & Luu, B. V. (2018). Environmental, social, and governance transparency and firm value. Business Strategy and the Environment, 27(7), 987-1004.

Zhou, H., & Liu, J. (2023). Digitalization of the economy and resource efficiency for meeting the ESG goals. Resources Policy, 86, 104199.

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