Trust in the digital age: how cybersecurity governance willingness shapes trade credit – evidence from supplier credit decisions

Graphical abstract: how cybersecurity governance willingness shapes trade credit
DOI: https://doi.org/10.3846/jbem.2026.25751

Abstract

In the digital economy, the importance of robust cybersecurity governance for corporate financing stability has become increasingly salient. Using a sample of Chinese A-share listed companies from 2011 to 2023, we employ the Word2vec natural language processing technique to develop a measure of corporate cybersecurity governance commitment. Our study empirically examines its impact on trade credit financing. The results indicate that a firm’s expressed commitment to cybersecurity governance is positively associated with the trade credit it receives from suppliers. We find that information asymmetry and corporate reputation are key mechanisms through which this effect operates. Heterogeneity analysis reveals that this effect is more pronounced for firms that have received regulatory inquiry letters, those without political ties, those operating during periods of high economic policy uncertainty, and those located in regions with low social trust. Furthermore, we show that when firms’ stated commitments align with their actions, suppliers adjust their business relationships by allocating a greater share of procurement volume to them, thereby strengthening long-term supply chain trust. Our findings offer valuable insights for firms in emerging economies seeking to enhance their cybersecurity governance and optimize their financing environment.

Keywords:

cybersecurity governance commitment, supplier credit, trade credit, signaling theory, Word2vec text analysis, corporate reputation

How to Cite

Li, D., Yan, H., & Ma, S. (2026). Trust in the digital age: how cybersecurity governance willingness shapes trade credit – evidence from supplier credit decisions. Journal of Business Economics and Management, 27(2), 323–343. https://doi.org/10.3846/jbem.2026.25751

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April 21, 2026
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References

Alfaro, L., García-Santana, M., & Moral-Benito, E. (2021). On the direct and indirect real effects of credit supply shocks. Journal of Financial Economics, 139(3), 895–921. https://doi.org/10.1016/j.jfineco.2020.09.004

Ball, R., Jayaraman, S., & Shivakumar, L. (2012). Audited financial reporting and voluntary disclosure as complements: A test of the confirmation hypothesis. Journal of Accounting & Economics, 53(1–2), 136–166. https://doi.org/10.1016/j.jacceco.2011.11.005

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173

Benmelech, E., Meisenzahl, R. R., & Ramcharan, R. (2017). The real effects of liquidity during the financial crisis: Evidence from automobiles. Quarterly Journal of Economics, 132(1), 317–365. https://doi.org/10.1093/qje/qjw031

Berkman, H., Jona, J., Lee, G., & Soderstrom, N. (2018). Cybersecurity awareness and market valuations. Journal of Accounting and Public Policy, 37(6), 508–526. https://doi.org/10.1016/j.jaccpubpol.2018.10.003

Bharath, S. T., & Shumway, T. (2008). Forecasting default with the Merton distance to default model. The Review of Financial Studies, 21(3), 1339–1369. https://doi.org/10.1093/rfs/hhn044

Blind, K., Niebel, C., & Rammer, C. (2024). The impact of the EU General data protection regulation on product innovation. Industry and Innovation, 31(3), 311–351. https://doi.org/10.1080/13662716.2023.2271858

Cavusoglu, H., Mishra, B., & Raghunathan, S. (2004). The effect of internet security breach announcements on market value: Capital market reactions for breached firms and internet security developers. International Journal of Electronic Commerce, 9(1), 70–104. https://doi.org/10.1080/10864415.2004.11044320

China Academy of Information and Communications Technology. (2023). Research Report on China’s Digital Economy (2023). https://www.caict.ac.cn/kxyj/qwfb/bps/202304/t20230427_419051.htm

Chen, C., Kim, J., Wei, M., & Zhang, H. (2019). Linguistic information quality in customers’ forward‐looking disclosures and suppliers’ investment decisions. Contemporary Accounting Research, 36(3), 1751–1783. https://doi.org/10.1111/1911-3846.12471

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. https://doi.org/10.1002/bse.3583

Chen, J., Guo, X., Geng, Y., & Liu, R. (2025). Climate risk and trade credit financing: Evidence from China. International Journal of Finance & Economics, 30(3), 2514–2535. https://doi.org/10.1002/ijfe.3027

Chen, X., & Cheng, X. (2024). How does the digital economy affect corporate business credit supply? Journal of Business Economics and Management, 25(4), 685–708. https://doi.org/10.3846/jbem.2024.22027

Chernozhukov, V., Chetverikov, D., Demirer, M., Duflo, E., Hansen, C., Newey, W., & Robins, J. (2018). Double/debiased machine learning for treatment and structural parameters. The Econometrics Journal, 21(1), C1–C68. https://doi.org/10.1111/ectj.12097

Crosignani, M., Macchiavelli, M., & Silva, A. F. (2023). Pirates without borders: The propagation of cyberattacks through firms’ supply chains. Journal of Financial Economics, 147(2), 432–448. https://doi.org/10.1016/j.jfineco.2022.12.002

Deloitte. (2021). Technology, media, and telecommunications predictions 2021. https://branden.biz/wp-content/uploads/2020/12/PL_2021-TMT-predictions.pdf

Di Giuli, A., & Laux, P. A. (2022). The effect of media-linked directors on financing and external governance. Journal of Financial Economics, 145(2), 103–131. https://doi.org/10.1016/j.jfineco.2021.07.017

Dhillon, G., & Backhouse, J. (2001). Current directions in IS security research: Towards socio‐organizational perspectives. Information Systems Journal, 11(2), 127–153. https://doi.org/10.1046/j.1365-2575.2001.00099.x

Eisenbach, T. M., Kovner, A., & Lee, M. J. (2022). Cyber risk and the US financial system: A pre-mortem analysis. Journal of Financial Economics, 145(3), 802–826. https://doi.org/10.1016/j.jfineco.2021.10.007

Feldman, R., Govindaraj, S., Livnat, J., & Segal, B. (2010). Management’s tone change, post earnings announcement drift and accruals. Review of Accounting Studies, 15, 915–953. https://doi.org/10.1007/s11142-009-9111-x

Fisman, R., & Love, I. (2003). Trade credit, financial intermediary development, and industry growth. Journal of Finance, 58(1), 353–374. https://doi.org/10.1111/1540-6261.00527

Florackis, C., Louca, C., Michaely, R., & Weber, M. (2023). Cybersecurity risk. The Review of Financial Studies, 36(1), 351–407. https://doi.org/10.1093/rfs/hhac024

Garg, P. (2020). Cybersecurity breaches and cash holdings: Spillover effect. Financial Management, 49(2), 503–519. https://doi.org/10.1111/fima.12274

Gatzert, N., & Schubert, M. (2022). Cyber risk management in the US banking and insurance industry: A textual and empirical analysis of determinants and value. Journal of Risk and Insurance, 89(3), 725–763. https://doi.org/10.1111/jori.12381

Gordon, L. A., Loeb, M. P., & Sohail, T. (2010). Market value of voluntary disclosures concerning information security. MIS Quarterly, 34(3), 567–594. https://doi.org/10.2307/25750692

Hendijani Zadeh, M., Naaman, K., & Sahyoun, N. (2023). Corporate social responsibility transparency and trade credit financing. International Journal of Accounting & Information Management, 31(2), 247–269. https://doi.org/10.1108/IJAIM-05-2022-0099

IBM. (2024). Cost of a data breach report 2024. https://www.ibm.com/reports/data-breach

Janakiraman, R., Lim, J. H., & Rishika, R. (2018). The effect of a data breach announcement on customer behavior: Evidence from a multichannel retailer. Journal of Marketing, 82(2), 85–105. https://doi.org/10.1509/jm.16.0124

Kamiya, S., Kang, J.-K., Kim, J., Milidonis, A., & Stulz, R. M. (2021). Risk management, firm reputation, and the impact of successful cyberattacks on target firms. Journal of Financial Economics, 139(3), 719–749. https://doi.org/10.1016/j.jfineco.2019.05.019

Kim, J.-B., & Zhang, L. (2014). Financial reporting opacity and expected crash risk: Evidence from implied volatility smirks. Contemporary Accounting Research, 31(3), 851–875. https://doi.org/10.1111/1911-3846.12048

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. https://doi.org/10.1016/j.jcorpfin.2020.101574

Lattanzio, G., & Ma, Y. (2023). Cybersecurity risk and corporate innovation. Journal of Corporate Finance, 82, Article 102445. https://doi.org/10.1016/j.jcorpfin.2023.102445

Loughran, T., & Mcdonald, B. (2011). When is a liability not a liability? Textual analysis, dictionaries, and 10‐Ks. The Journal of Finance, 66(1), 35–65. https://doi.org/10.1111/j.1540-6261.2010.01625.x

Liu, H., & Hou, C. (2023). Institutional cross-ownership and trade credit: Evidence from China. Corporate Governance: An International Review, 31(6), 845–868. https://doi.org/10.1111/corg.12505

Maulidiyah, D. N., & Harto, P. (2025). The role of social control in deterring corporate financial statement fraud. Discover Global Society, 3, Article 20. https://doi.org/10.1007/s44282-025-00155-y

Mikolov, T., Chen, K., Corrado, G., & Dean, J. (2013). Efficient estimation of word representations in vector space. Arxiv. https://doi.org/10.48550/arXiv.1301.3781

Miller, K. D., & Leiblein, M. J. (1996). Corporate risk-return relations: Returns variability versus downside risk. Academy of Management Journal, 39(1), 91–122. https://doi.org/10.5465/256632

Morgan, S. (2020). Cybercrime to cost the world $10.5 trillion annually by 2025. Cybersecurity Ventures. https://cybersecurityventures.com/cybercrime-damage-costs-10-trillion-by-2025/

Peón, D., & Guntín, X. (2021). Bank credit and trade credit after the financial crisis: Evidence from rural Galicia. Journal of Business Economics and Management, 22(3), 616–635. https://doi.org/10.3846/jbem.2021.14270

Shahzad, U., Liu, J., & Luo, F. (2022). Stock liquidity and corporate trade credit strategies: Evidence from China. Journal of Business Economics and Management, 23(1), 40–59. https://doi.org/10.3846/jbem.2021.15655

Silva Atencio, G. (2025). Effective cybersecurity strategies for mitigating remote work and IoT risks in enterprises. FinTech and Sustainable Innovation, 1, Article A13. https://doi.org/10.47852/bonviewFSI52025962

Steinbart, P. J., Raschke, R. L., Gal, G., & Dilla, W. N. (2013). Information security professionals’ perceptions about the relationship between the information security and internal audit functions. Journal of Information Systems, 27(2), 65–86. https://doi.org/10.2308/isys-50510

Tan, W., Guo, B., & Zhang, Q. (2025). Cybersecurity governance and corporate market value: Perspectives from investor trust and supply chain trust. Pacific-Basin Finance Journal, 90, Article 102646. https://doi.org/10.1016/j.pacfin.2024.102646

Tian, H., & Tian, G. (2022). Corporate sustainability and trade credit financing: Evidence from environmental, social, and governance ratings. Corporate Social Responsibility and Environmental Management, 29(5), 1896–1908. https://doi.org/10.1002/csr.2335

Wang, J., Ho, C. Y. C., & Shan, Y. G. (2024). Does cybersecurity risk stifle corporate innovation activities? International Review of Financial Analysis, 91, Article 103028. https://doi.org/10.1016/j.irfa.2023.103028

Wu, K., Fu, Y., & Kong, D. (2022). Does the digital transformation of enterprises affect stock price crash risk?. Finance Research Letters, 48, Article 102888. https://doi.org/10.1016/j.frl.2022.102888

Yan, H., Li, Y., Zhong, Y., & Xia, Z. (2024). Will the ‘government-court coordination’ of corporate bankruptcy disposal improve ESG performance? Evidence from China. Applied Economics Letters, 32(20), 2998–3002. https://doi.org/10.1080/13504851.2024.2358189

Yan, H., Yao, X., Li, Y., & Xiong, Z. (2025). Capital market liberalization and corporate ESG rating divergence: A quasi-natural experiment based on the trading system of SSHC. Applied Economics, 57(60), 11107–11121. https://doi.org/10.1080/00036846.2025.2449849

Yarovenko, H., Bilan, Y., Lyeonov, S., & Mentel, G. (2021). Methodology for assessing the risk associated with information and knowledge loss management. Business Economics and Management, 22(2), 369–387. https://doi.org/10.3846/jbem.2021.13925

Zhang, Q., & Lin, Z. (2025). Development of corporate governance practices and capital market reforms in China. Journal of Comprehensive Business Administration Research, 2(3), 205–216. https://doi.org/10.47852/bonviewJCBAR52024189

Zhou, T., Li, Z., Bai, H., Du, Z., Huang, J., & Ding, Z. (2024). Does unconventional monetary policy improve credit support for the industry chain? The mechanism of trade credit. International Review of Economics & Finance, 91, 180–192. https://doi.org/10.1016/j.iref.2023.12.009

Zhu, W., Li, W.-J., & Wang, L. (2024). The impact of environmental, social, and governance ratings on corporate innovation: From the perspective of informal institutions. Managerial and Decision Economics, 45(4), 2000–2022. https://doi.org/10.1002/mde.4110

Graphical abstract: how cybersecurity governance willingness shapes trade credit

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2026-04-21

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How to Cite

Li, D., Yan, H., & Ma, S. (2026). Trust in the digital age: how cybersecurity governance willingness shapes trade credit – evidence from supplier credit decisions. Journal of Business Economics and Management, 27(2), 323–343. https://doi.org/10.3846/jbem.2026.25751

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