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Does ESG rating divergence depress trade credit? A signaling theory perspective

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  • Yin, Li
  • Han, Yuanhang
  • Shao, Jinan
  • Dai, Jing
  • Shou, Yongyi

Abstract

The significance of environmental, social, and governance (ESG) performance in relation to supply chain finance has been extensively studied. However, it remains unclear whether the incongruence among ESG rating scores from different ESG rating vendors for an individual firm, known as ESG rating divergence, impacts the firm’s trade credit received from its suppliers. Drawing upon signaling theory, we conceptualize ESG ratings across different vendors as a set of signals from third-party intermediaries and investigate the signaling effect of ESG rating divergence on trade credit. Further, we posit that this effect could be altered by signals from the focal firm or other third parties. Utilizing a longitudinal dataset comprising 2,780 Chinese listed manufacturing firms during the 2009–2022 period, we discover that ESG rating divergence negatively impacts trade credit. More importantly, this negative effect is mitigated by the buyer firm’s ISO 14001 certification and securities analyst coverage. Our study extends the ESG literature by uncovering the influence of ESG rating divergence on supply chain finance. It also broadens the application of signaling theory by examining the interplay of multiple signals from the focal entity and third parties.

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  • Yin, Li & Han, Yuanhang & Shao, Jinan & Dai, Jing & Shou, Yongyi, 2025. "Does ESG rating divergence depress trade credit? A signaling theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 203(C).
    • Handle: RePEc:eee:transe:v:203:y:2025:i:c:s1366554525004107
    DOI: 10.1016/j.tre.2025.104369
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    as
    1. Liu, Weihua & Yuan, Chaolun & Wang, Jingkun & Lim, Ming K & Hou, Jiahe, 2024. "Digital supply chain announcements and firm’s stock market value: An empirical study from China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
    2. Sun, Shuxiao & Hua, Shengya & Liu, Zhongyi, 2024. "Navigating default risk in supply chain finance: Guidelines based on trade credit and equity vendor financing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
    3. Yuzhong Lu & Cheng Xu & Bingsheng Zhu & Yanqi Sun, 2024. "Digitalization transformation and ESG performance: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 352-368, February.
    4. Heikki Peura & S. Alex Yang & Guoming Lai, 2017. "Trade Credit in Competition: A Horizontal Benefit," Manufacturing & Service Operations Management, INFORMS, vol. 19(2), pages 263-289, May.
    5. Couppey-Soubeyran Jézabel & Héricourt Jérôme, 2013. "The Impact of Financial Development on the Relationship between Trade Credit, Bank Credit, and Firm Characteristics: A Study on Firm-Level Data from Six MENA Countries," Review of Middle East Economics and Finance, De Gruyter, vol. 9(2), pages 197-239, August.
    6. Shou, Yongyi & Wu, Chang & Shao, Jinan & Hu, Wenjin & Lai, Kee-hung, 2023. "Does green technology innovation contribute to logistics companies’ market value? The effects of stakeholder engagement and public attention," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 176(C).
    7. Will Drover & Matthew S. Wood & Andrew C. Corbett, 2018. "Toward a Cognitive View of Signalling Theory: Individual Attention and Signal Set Interpretation," Journal of Management Studies, Wiley Blackwell, vol. 55(2), pages 209-231, March.
    8. George Serafeim & Aaron Yoon, 2023. "Stock price reactions to ESG news: the role of ESG ratings and disagreement," Review of Accounting Studies, Springer, vol. 28(3), pages 1500-1530, September.
    9. Luo, Chunhua & Wei, Dianlong & He, Feng, 2023. "Corporate ESG performance and trade credit financing – Evidence from China," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 337-351.
    10. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    11. Xiao, Shuang & Sethi, Suresh P. & Li, Guo, 2024. "Trade credit vs. supplier-guaranteed financing: Role of friction costs," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    12. Dong, Guangwu & Tian, Chengrun & Wang, Xining & Wang, Sanchuan, 2024. "Analyst coverage and corporate financing," Finance Research Letters, Elsevier, vol. 59(C).
    13. Jun Xia & David D. Dawley & Han Jiang & Rong Ma & Kimberly B. Boal, 2016. "Resolving a dilemma of signaling bankrupt-firm emergence: A dynamic integrative view," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1754-1764, August.
    14. Chen, Yan & Du, Kerui & Sun, Ruiqi & Wang, Tiantian, 2025. "Can strict environmental regulation reduce firm cost stickiness? Evidence from the new environmental protection law in China," Energy Economics, Elsevier, vol. 142(C).
    15. He, Feng & Ding, Cong & Yue, Wei & Liu, Guanchun, 2023. "ESG performance and corporate risk-taking: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    16. Zeng, Huixiang & Ren, Lei & Chen, Xiaohong & Zhou, Qiong & Zhang, Tao & Cheng, Xu, 2024. "Punishment or deterrence? Environmental justice construction and corporate equity financing––Evidence from environmental courts," Journal of Corporate Finance, Elsevier, vol. 86(C).
    17. Lin, Jing & Cao, Xiyang & Dong, Xiaoqi & An, Yunbi, 2024. "Environmental regulations, supply chain relationships, and green technological innovation," Journal of Corporate Finance, Elsevier, vol. 88(C).
    18. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    19. Bin Wang & Chenchen Wei & Longmei Shi & Xiaoqiang Cheng & Xueqin Shi, 2025. "ESG and firm operational efficiency: evidence from Chinese listed companies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 681-714, January.
    20. Tsao, Yu-Chung, 2017. "Managing default risk under trade credit: Who should implement Big-Data analytics in supply chains?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 106(C), pages 276-293.
    21. Jian Zhou & Xiaodong Lei & Jianglong Yu, 2024. "ESG rating divergence and corporate green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2911-2930, May.
    22. Jeffrey J. Reuer & Tony W. Tong & Beverly B. Tyler & Africa Ariño, 2013. "Executive preferences for governance modes and exchange partners: An information economics perspective," Strategic Management Journal, Wiley Blackwell, vol. 34(9), pages 1104-1122, September.
    23. Wang, Yibo & Liu, Bai & Chan, Hing Kai & Zhang, Tiantian, 2023. "Who pays buyers for not disclosing supplier lists? Unlocking the relationship between supply chain transparency and trade credit," Journal of Business Research, Elsevier, vol. 155(PB).
    24. Jabbour, Ana Beatriz Lopes de Sousa & Jabbour, Charbel Jose Chiappetta & Latan, Hengky & Teixeira, Adriano Alves & de Oliveira, Jorge Henrique Caldeira, 2014. "Quality management, environmental management maturity, green supply chain practices and green performance of Brazilian companies with ISO 14001 certification: Direct and indirect effects," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 67(C), pages 39-51.
    25. Giacomo Negro & Michael T. Hannan & Magali Fassiotto, 2015. "Category Signaling and Reputation," Organization Science, INFORMS, vol. 26(2), pages 584-600, April.
    26. Wang, Lina & Cao, Li, 2024. "Analyst attention and corporate green innovation," Finance Research Letters, Elsevier, vol. 60(C).
    27. Shou, Yongyi & Shao, Jinan & Wang, Weijiao & Lai, Kee-hung, 2020. "The impact of corporate social responsibility on trade credit: Evidence from Chinese small and medium-sized manufacturing enterprises," International Journal of Production Economics, Elsevier, vol. 230(C).
    28. Umair Bin Yousaf & Muhammad Zubair Tauni & Imran Yousaf & Nancy Lixin Su, 2024. "Board competence and green innovation—Does external governance matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3078-3102, May.
    29. Wang, Haijun & Jiao, Shuaipeng & Ge, Chen & Sun, Guanglin, 2024. "Corporate ESG rating divergence and excess stock returns," Energy Economics, Elsevier, vol. 129(C).
    30. Zhihong Mao & Siyang Wang & Yu‐En Lin, 2024. "ESG, ESG rating divergence and earnings management: Evidence from China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(4), pages 3328-3347, July.
    31. El Ghoul, Sadok & Zheng, Xiaolan, 2016. "Trade credit provision and national culture," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 475-501.
    32. Zhang, Jiping & Mo, Haimiao & Hu, Zhijian & Zhang, Tianjiao, 2024. "The effect of stability and concentration of upstream and downstream relationships of focal firms on two-level trade credit," International Journal of Production Economics, Elsevier, vol. 270(C).
    33. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    34. Fabbri, Daniela & Klapper, Leora F., 2016. "Bargaining power and trade credit," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 66-80.
    35. Xin, Zhuoyao & Zhang, Zongyi & Xiang, Cheng, 2024. "Do suppliers value clients’ ESG profiles? Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 241-258.
    36. T. Bourveau & A. Garel & P. Peter Joos & A. Petit-Romec, 2024. "When attention is away, analysts misplay: distraction and analyst forecast performance," Post-Print hal-03844012, HAL.
    37. Ling, Shixian & Xia, Hui & Liu, Zhangxin (Frank), 2024. "ESG rating divergence and audit fees: Evidence from China," Finance Research Letters, Elsevier, vol. 67(PA).
    38. Vivek Astvansh & Niket Jindal, 2022. "Differential Effects of Received Trade Credit and Provided Trade Credit on Firm Value," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 781-798, February.
    39. Geng, Yuan & Chen, Jinyu & Liu, Ran, 2024. "ESG rating disagreement and corporate green innovation bubbles: Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    40. Avramov, Doron & Cheng, Si & Lioui, Abraham & Tarelli, Andrea, 2022. "Sustainable investing with ESG rating uncertainty," Journal of Financial Economics, Elsevier, vol. 145(2), pages 642-664.
    41. Woon Sau Leung & Jiong Sun, 2021. "Policy Uncertainty and Customer Concentration," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1517-1542, May.
    42. Zhou, Jian & Lei, Xiaodong, 2025. "ESG rating uncertainty and corporate financial misconduct," Journal of Business Research, Elsevier, vol. 189(C).
    43. Tsang, Albert & Wang, Yujie & Xiang, Yi & Yu, Li, 2024. "The rise of ESG rating agencies and management of corporate ESG violations," Journal of Banking & Finance, Elsevier, vol. 169(C).
    44. Omar El Nayal & Arjen Slangen & J. (Hans) van Oosterhout & Marc van Essen, 2020. "Towards a Democratic New Normal? Investor Reactions to Interim‐Regime Dominance during Violent Events," Journal of Management Studies, Wiley Blackwell, vol. 57(3), pages 505-536, May.
    45. Treacy, Raymond & Humphreys, Paul & McIvor, Ronan & Lo, Chris, 2019. "ISO14001 certification and operating performance: A practice-based view," International Journal of Production Economics, Elsevier, vol. 208(C), pages 319-328.
    46. Dwaipayan Roy & Anant Mishra & Kingshuk K. Sinha, 2022. "Taxing the Taxpayers: An Empirical Investigation of the Drivers of Baseline Changes in U.S. Federal Government Technology Programs," Manufacturing & Service Operations Management, INFORMS, vol. 24(1), pages 370-391, January.
    47. Hsiao-Hui Lee & Jianer Zhou & Jingqi Wang, 2018. "Trade Credit Financing Under Competition and Its Impact on Firm Performance in Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 36-52, February.
    48. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    49. Thomas Bourveau & Alexandre Garel & Peter Joos & Arthur Petit-Romec, 2024. "When attention is away, analysts misplay: distraction and analyst forecast performance," Review of Accounting Studies, Springer, vol. 29(1), pages 916-958, March.
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