Bridging divides with data: Open government data and ESG rating divergence
Author
Abstract
Suggested Citation
DOI: 10.1016/j.econmod.2026.107491
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Chen, Tianyu & Yin, Ding & Li, Xinghua & Xu, Xuegao, 2025. "Media attention, information asymmetry and agribusiness ESG rating divergence," Finance Research Letters, Elsevier, vol. 74(C).
- Sun, Zhennan & Du, Qunyang & Du, Anna Min & Li, Zhongyuan & Yang, Tianle, 2024. "The information environment and ecological environment perspectives: Capital market openness and firm ESG rating divergence," Research in International Business and Finance, Elsevier, vol. 71(C).
- Arduino, Francesca Romana & Buchetti, Bruno & Harasheh, Murad, 2024. "The veil of secrecy: Family firms’ approach to ESG transparency and the role of institutional investors," Finance Research Letters, Elsevier, vol. 62(PB).
- Li, Li & Zhang, Du & Li, Rongrong, 2024. "ESG rating disagreement and corporate innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 62(PA).
- Cai, Yongbin & Luo, Na & Xie, Xuejing & Gong, Yukai, 2024. "Chairman's IT background and enterprise digital transformation: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
- Chenguang Xu & Yiran Chen & Jiaying Dai, 2025. "Open government data and resource allocation efficiency: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 57(22), pages 2887-2904, May.
- Clément de Chaisemartin & Xavier D'Haultfœuille, 2020.
"Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects,"
American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
- Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2018. "Two-way fixed effects estimators with heterogeneous treatment effects," Papers 1803.08807, arXiv.org, revised Mar 2020.
- Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
- Laura Veldkamp & Cindy Chung, 2024. "Data and the Aggregate Economy," Journal of Economic Literature, American Economic Association, vol. 62(2), pages 458-484, June.
- 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.
- Long, Yongguang & Zhang, Xiaoru & Wang, Long, 2025. "How does government data openness affect cross-regional capital flow? Evidence from Chinese-listed firms’ off-site investment," Economic Modelling, Elsevier, vol. 152(C).
- Khalid, Fahad & Irfan, Muhammad & Srivastava, Mohit, 2024. "The impact of digital inclusive finance on ESG disputes: Evidence from Chinese non-financial listed companies," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
- Jing, Li & Tianshu, Quan & Qing, Han, 2025. "Open government data and green economic growth," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2207-2218.
- Shan, Junhui & Zhang, Lin & Wang, Junkai, 2025. "Data elements and corporate stock dividends: A quasi-natural experiment based on government data openness," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Bermes, Alena, 2021. "Information overload and fake news sharing: A transactional stress perspective exploring the mitigating role of consumers’ resilience during COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
- Ellen Hughes-Cromwick & Julia Coronado, 2019. "The Value of US Government Data to US Business Decisions," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 131-146, Winter.
- Sun, Guanglin & Yan, Zian & Gong, Zejun & Li, Mengding, 2025. "The impact of ESG rating divergence on stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 102(C).
- Bissoondoyal-Bheenick, Emawtee & Bennett, Scott & Lehnherr, Rob & Zhong, Angel, 2024. "ESG rating disagreement: Implications and aggregation approaches," International Review of Economics & Finance, Elsevier, vol. 96(PA).
- Shin, Jiyoung & Moon, Jon Jungbien & Kang, Jingoo, 2023. "Where does ESG pay? The role of national culture in moderating the relationship between ESG performance and financial performance," International Business Review, Elsevier, vol. 32(3).
- Xinyue Zhang & Yuan George Shan & Yuming Zhang & Chao Xing, 2025. "Does ESG rating divergence affect the cost of corporate debt?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(3), pages 2244-2280, September.
- Abhishek Nagaraj, 2022. "T he P rivate I mpact of P ublic D ata: L andsat S atellite M aps I ncreased G old D iscoveries and E ncouraged E ntry," Management Science, INFORMS, vol. 68(1), pages 564-582, January.
- Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
- Chen, Hua & Wang, Zhuang, 2025. "Does ESG rating disagreement affect management tone manipulation?," International Review of Financial Analysis, Elsevier, vol. 101(C).
- Michele Rubino & Ilaria Mastrorocco & Giovanni Maria Garegnani, 2024. "The influence of market and institutional factors on ESG rating disagreement," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 3916-3926, September.
- Du, Jiayue & Gao, Haoyu & Wen, Huiyu & Ye, Yanyi, 2024. "Public data acces and stock price synchronicity: Evidence from China," Economic Modelling, Elsevier, vol. 130(C).
- Liu, Xiangqiang & Liu, Jiayi & Liu, Jia & Zhai, Qiong, 2024. "Can investor-firm interactions mitigate ESG rating divergence? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
- Jinghan Dong & Yuhao Niu & Mingxing Shao & Wen Wen, 2025. "Public data access and capital structure adjustment speed: evidence from China," The European Journal of Finance, Taylor & Francis Journals, vol. 31(17), pages 2115-2144, November.
- Ma, Rui & Guo, Fei & Li, Dongdong, 2024. "Can public data availability affect stock price crash risk? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 94(C).
- Kurbus, Barbara & Rant, Vasja, 2025. "A legal origins perspective on ESG rating disagreement," Research in International Business and Finance, Elsevier, vol. 74(C).
- Wang, Xue & Liu, Qingyuan, 2024. "Information disclosure and ESG rating disagreement: Evidence from green bond issuance in China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
- Hanwen Chen & Siyi Liu & Di Zhang & Lei Zhang, 2025. "Corporate ESG Washing and ESG Rating Divergence: Evidence From China," Business Strategy and the Environment, Wiley Blackwell, vol. 34(7), pages 8390-8428, November.
- Liu, Xiangqiang & Peng, Yuling & Li, Qinyang & Wu, Chu-Hua, 2025. "CEO pay structure and ESG rating disagreement," International Review of Financial Analysis, Elsevier, vol. 102(C).
- Zixun Zhou & Xinyu Zhou & Xuezhi Zhang & Wei Chen, 2025. "Judicial Waves, Ethical Shifts: Bankruptcy Courts and Corporate ESG Performance," Journal of Business Ethics, Springer, vol. 198(3), pages 537-557, May.
- Daron Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizio Zilibotti, 2007.
"Technology, Information, and the Decentralization of the Firm,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1759-1799.
- Acemoglu, Daron & Aghion, Philippe & Lelarge, Claire & Van Reenen, John & Zilibotti, Fabrizio, 2006. "Technology, information and the decentralization of the firm," LSE Research Online Documents on Economics 778, London School of Economics and Political Science, LSE Library.
- Zilibotti, Fabrizio & Van Reenen, John & Lelarge, Claire & Aghion, Philippe & Acemoglu, Daron, 2007. "Technology, Information, and the Decentralization of the Firm," Scholarly Articles 4481506, Harvard University Department of Economics.
- D, Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizzio Zilibotti, 2006. "Technology, Information and the Decentralization of the Firm," Working Papers 2006-12, Center for Research in Economics and Statistics.
- Aghion, Philippe & Van Reenen, John & Acemoglu, Daron & Zilibotti, Fabrizio & Lelarge, Claire, 2006. "Technology, Information and the Decentralization of the Firm," CEPR Discussion Papers 5678, Centre for Economic Policy Research.
- Daron Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizio Zilibotti, 2006. "Technology, Information and the Decentralization of the Firm," NBER Working Papers 12206, National Bureau of Economic Research, Inc.
- D. Acemoglu & P. Aghion & C. Lelarge & J. van Reenen & F. Zilibotti, 2007. "Technology, Information, and the Decentralization of the Firm," Post-Print hal-04196815, HAL.
- Daron Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizio Zilibotti, 2006. "Technology, Information and the Decentralization of the Firm," CEP Discussion Papers dp0722, Centre for Economic Performance, LSE.
- Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
- Teng, Huiyang & Zhang, Jiawei & Li, Xiaoshuo & Li, Bin, 2025. "ESG rating divergence and future corporate ESG performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 108(PB).
- Hongbo He & Yiqing Chen & Ruiqi Guo & Lerong He & Hong Wan, 2025. "Cost of Vagueness: Stakeholders’ Responses to Firms’ ESG Information," Journal of Business Ethics, Springer, vol. 202(3), pages 543-566, December.
- Ajithakumari Vijayappan Nair Biju & Snehith Jacob Kodiyatt & P. P. Nithi Krishna & Geetha Sreelekshmi, 2023. "ESG sentiments and divergent ESG scores: suggesting a framework for ESG rating," SN Business & Economics, Springer, vol. 3(12), pages 1-21, December.
- Treepongkaruna, Sirimon & Kyaw, Khine & Jiraporn, Pornsit, 2022. "Shareholder litigation rights and ESG controversies: A quasi-natural experiment," International Review of Financial Analysis, Elsevier, vol. 84(C).
- Fahad Khalid & Muhammad Irfan & Mohit Srivastava, 2024. "The impact of digital inclusive finance on ESG disputes: Evidence from Chinese non-financial listed companies," Post-Print hal-04737627, HAL.
- Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
- Zong, Hui & Wang, Yangtian, 2025. "Impacts of government public data openness and digital financial development on corporate information reliability," International Review of Economics & Finance, Elsevier, vol. 103(C).
- 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).
- 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.
- Xing, Qiuhang & Xu, Gaoshuang & Wang, Yanping, 2024. "Open government data and the cost of debt," International Review of Financial Analysis, Elsevier, vol. 95(PA).
- Chang-Chih Chen & Kung-Cheng Ho & Hui-Min Li & Min-Teh Yu, 2023. "Impact of information disclosure ratings on investment efficiency: evidence from China," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 471-500, February.
- Liu, Xiangqiang & Dai, Jiajie & Dong, Xiaohong & Liu, Jia, 2024. "ESG rating disagreement and analyst forecast quality," International Review of Financial Analysis, Elsevier, vol. 95(PB).
- Michael D. Kimbrough & Xu (Frank) Wang & Sijing Wei & Jiarui (Iris) Zhang, 2024. "Does Voluntary ESG Reporting Resolve Disagreement among ESG Rating Agencies?," European Accounting Review, Taylor & Francis Journals, vol. 33(1), pages 15-47, January.
- Aaron K. Chatterji & Rodolphe Durand & David I. Levine & Samuel Touboul, 2016. "Do ratings of firms converge? Implications for managers, investors and strategy researchers," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1597-1614, August.
- Callaway, Brantly & Sant’Anna, Pedro H.C., 2021.
"Difference-in-Differences with multiple time periods,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
- Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
- John Gardner, 2022. "Two-stage differences in differences," Papers 2207.05943, arXiv.org.
- Nie, Song & Wang, Shihao & Ji, Qiang, 2025. "Break down data silos: Does public data openness improve corporate ESG performance?," International Review of Financial Analysis, Elsevier, vol. 106(C).
- Tu, Qiang & Zuo, Limei & Liang, Anran & Yao, Ye & Liu, Diyi, 2025. "Does ESG rating divergence decrease enterprise productivity? Evidence from China," Research in International Business and Finance, Elsevier, vol. 77(PB).
- Li, Xiao & Li, Yuan & Yu, Xiaoxu & Yuan, Chun, 2025. "Public data openness and trade credit: Evidence from China," Journal of Empirical Finance, Elsevier, vol. 83(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Chang, Zhenghao & Zhou, Hang & Ruan, Mengyu & Li, Qin, 2025. "When major customers matter: customer concentration and ESG rating disagreement," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(3).
- Sun, Guanglin & Yan, Zian & Gong, Zejun & Li, Mengding, 2025. "The impact of ESG rating divergence on stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 102(C).
- Zhang, Jinlong & Qi, Fengyu & Wu, Mingyue, 2025. "Market-oriented environmental regulation and ESG rating divergence," Research in International Business and Finance, Elsevier, vol. 79(C).
- Lou, Zhukun & Li, Sujie & Tong, Jingyi & Zhao, Jing, 2025. "ESG rating disagreement and the cost of equity capital," Global Finance Journal, Elsevier, vol. 66(C).
- Ju, Chunhua & Fang, Xusheng & Shen, Zhonghua, 2025. "ESG rating divergence and stock price crash risk," The North American Journal of Economics and Finance, Elsevier, vol. 76(C).
- Yin, Libo & Zhu, Xiaoye & Su, Zhi & Guo, Hongliang, 2025. "Is disagreement beneficial for market efficiency? Evidence from ESG ratings," Journal of International Money and Finance, Elsevier, vol. 154(C).
- He, Ye & Pan, Yuetong & Shan, Tao & Zhou, Yanyu, 2025. "ESG rating disagreement and the cost of equity financing," International Review of Financial Analysis, Elsevier, vol. 107(C).
- Wang, YaPin & Wang, JiDuo, 2026. "How does green news shrink suppliers' ESG rating divergence?," Finance Research Letters, Elsevier, vol. 88(C).
- Wu, Liangpeng & Tang, Yujing & Meng, Lei & Zhu, Qingyuan & Zhou, Dequn, 2025. "Navigating ESG rating divergence: Implications for labor investment efficiency and firm adaptation strategy," Global Finance Journal, Elsevier, vol. 67(C).
- Li, Zhanli & Yang, Zichao, 2025. "ESG rating disagreement and corporate Total Factor Productivity: Inference and prediction," Finance Research Letters, Elsevier, vol. 78(C).
- Wang, Lei & Sha, Yifan & Li, Yue & Wang, Tongyu, 2025. "The double-edged effects of the ESG rating on analyst forecast performance," International Review of Economics & Finance, Elsevier, vol. 103(C).
- Xin Liu, 2026. "ESG Information Conflict and Corporate Resilience: The Evidence of ESG Rating Divergence," SAGE Open, , vol. 16(1), pages 21582440251, February.
- Liu, Xiangqiang & Peng, Yuling & Li, Qinyang & Wu, Chu-Hua, 2025. "CEO pay structure and ESG rating disagreement," International Review of Financial Analysis, Elsevier, vol. 102(C).
- Li, Xiao & Li, Yuan & Yu, Xiaoxu & Yuan, Chun, 2025. "Public data openness and trade credit: Evidence from China," Journal of Empirical Finance, Elsevier, vol. 83(C).
- Yao Wang & Daosheng Xu & Guangfan Sun, 2026. "ESG rating divergence and corporate R&D investment in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-12, December.
- Chen, Hua & Wang, Zhuang, 2025. "Does ESG rating disagreement affect management tone manipulation?," International Review of Financial Analysis, Elsevier, vol. 101(C).
- Hu, Yucen & Wang, Yuxin, 2026. "The impact of ESG rating divergence on supply chain resilience: The threshold effect of corporate information transparency," International Review of Financial Analysis, Elsevier, vol. 109(C).
- Cao, Qilin & Ren, Qian & Wang, Wenke & Ren, Mengxi & Jia, Haochen, 2025. "Can readability of the ESG report alleviate rating divergence?," International Review of Financial Analysis, Elsevier, vol. 106(C).
- Li, Ruiqian & Tang, Xiaoxuan & Li, Muyao, 2025. "ESG-related comment letters and ESG rating disagreement," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 947-970.
- Yong Shi & Tongsheng Yao, 2025. "ESG Rating Divergence: Existence, Driving Factors, and Impact Effects," Sustainability, MDPI, vol. 17(10), pages 1-26, May.
More about this item
Keywords
; ; ; ;JEL classification:
- G20 - Financial Economics - - Financial Institutions and Services - - - General
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
- D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
- H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:157:y:2026:i:c:s0264999326000209. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/eee/ecmode/v157y2026ics0264999326000209.html