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Assessing the ecology of cluster-based enterprise trust networks through percolation theory: Is your business environment trustworthy?

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  • He, Guanghui
  • Zhou, Shicheng

Abstract

Since 2023, bank failures in America and Europe have reignited concerns about trust in credit transactions. During financial turbulence, heightened attention tends to be directed towards inter-enterprise trust management. However, existing studies have mainly focused on individual enterprise credit credibility, leaving a gap in analysing trust ecology within entire enterprise clusters. This study proposes an enterprise trust ecology assessment based on percolation theory. First, we established cluster-based enterprise trust networks (C-ETNs) and employed an entropy method to calculate the trust values of enterprise nodes. Subsequently, based on percolation theory, we mapped the trust ecology evolution to point percolation model to quantify trust ecology. Through simulations and data analysis of Chinese A-shares from 2007 to 2021, we uncovered a phase-transition phenomenon in trust ecology improvement. Trust in A-shares moderately improved, with business and comprehensive industry sectors as well as midland and west areas showing prominent improvement. However, overall trust ecology remained in early-phase transition, and almost all sectors and regions experienced upward bottlenecks. This study provides a new technical method for improving credit management in inter-enterprise transactions, thus enhancing market credit construction. Its extensive application is also valuable for economic and societal trust concerns.

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  • He, Guanghui & Zhou, Shicheng, 2025. "Assessing the ecology of cluster-based enterprise trust networks through percolation theory: Is your business environment trustworthy?," Technology in Society, Elsevier, vol. 81(C).
    • Handle: RePEc:eee:teinso:v:81:y:2025:i:c:s0160791x25000296
    DOI: 10.1016/j.techsoc.2025.102839
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    1. Ayako Yasuda, 2005. "Do Bank Relationships Affect the Firm's Underwriter Choice in the Corporate‐Bond Underwriting Market?," Journal of Finance, American Finance Association, vol. 60(3), pages 1259-1292, June.
    2. Cliquet, Gérard & Guillo, Pierre-Alain, 2013. "Retail network spatial expansion: An application of the percolation theory to hard discounters," Journal of Retailing and Consumer Services, Elsevier, vol. 20(2), pages 173-181.
    3. Katsaliaki, Korina & Kumar, Sameer & Loulos, Vasilis, 2024. "Supply chain coopetition: A review of structures, mechanisms and dynamics," International Journal of Production Economics, Elsevier, vol. 267(C).
    4. Hajli, Nick & Sims, Julian, 2015. "Social commerce: The transfer of power from sellers to buyers," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 350-358.
    5. Oecd, 2005. "Next Generation Network Development in OECD Countries," OECD Digital Economy Papers 89, OECD Publishing.
    6. Michael Machokoto & Daniel Gyimah & Boulis Maher Ibrahim, 2022. "The evolution of trade credit: new evidence from developed versus developing countries," Review of Quantitative Finance and Accounting, Springer, vol. 59(3), pages 857-912, October.
    7. Bahadır Karakoç, 2024. "Trade credit and corporate investment: enhancing value creation," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 29(3), pages 1388-1417, July.
    8. Lim, Sokchea & Morshed, AKM Mahbub & Khun, Channary, 2018. "Trust and macroeconomic performance: A two-step approach," Economic Modelling, Elsevier, vol. 68(C), pages 293-305.
    9. Zhukov, Dmitry & Khvatova, Tatiana & Lesko, Sergey & Zaltcman, Anastasia, 2018. "Managing social networks: Applying the percolation theory methodology to understand individuals' attitudes and moods," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 297-307.
    10. Timothy C. Earle, 2009. "Trust, Confidence, and the 2008 Global Financial Crisis," Risk Analysis, John Wiley & Sons, vol. 29(6), pages 785-792, June.
    11. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    12. Kanai, Yasuhiro & Abe, Keiji & Seki, Yoichi, 2015. "Price percolation model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 427(C), pages 226-233.
    13. Andrew Metrick, 2024. "The Failure of Silicon Valley Bank and the Panic of 2023," Journal of Economic Perspectives, American Economic Association, vol. 38(1), pages 133-152, Winter.
    14. Capaldo, Antonio & Giannoccaro, Ilaria, 2015. "How does trust affect performance in the supply chain? The moderating role of interdependence," International Journal of Production Economics, Elsevier, vol. 166(C), pages 36-49.
    15. Yu, Shu & Beugelsdijk, Sjoerd & de Haan, Jakob, 2015. "Trade, trust and the rule of law," European Journal of Political Economy, Elsevier, vol. 37(C), pages 102-115.
    16. Chen, Ji & Huang, Jiayan & Su, Weihua & Štreimikienė, Dalia & Baležentis, Tomas, 2021. "The challenges of COVID-19 control policies for sustainable development of business: Evidence from service industries," Technology in Society, Elsevier, vol. 66(C).
    17. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    18. He, Zhongda & Suardi, Sandy & Wang, Kai & Zhao, Yang, 2022. "Firms’ COVID-19 Pandemic Exposure and Corporate Cash Policy: Evidence from China," Economic Modelling, Elsevier, vol. 116(C).
    19. Stauffer, D. & Jan, N., 2000. "Sharp peaks in the percolation model for stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 277(1), pages 215-219.
    20. Shuang Jin & Wei Wang & Zilong Zhang, 2023. "The Real Effects of Implicit Government Guarantee: Evidence from Chinese State-Owned Enterprise Defaults," Management Science, INFORMS, vol. 69(6), pages 3650-3674, June.
    21. Yvonne Brunetto & Rod Farr‐wharton, 2007. "The Moderating Role of Trust in SME Owner/Managers' Decision‐Making about Collaboration," Journal of Small Business Management, Taylor & Francis Journals, vol. 45(3), pages 362-387, July.
    22. Rebecca Boden & Salima Yassia Paul, 2014. "Creditable behaviour? The intra-firm management of trade credit," Qualitative Research in Accounting & Management, Emerald Group Publishing Limited, vol. 11(3), pages 260-275, September.
    23. Ang, James S. & Cheng, Yingmei & Wu, Chaopeng, 2015. "Trust, Investment, and Business Contracting," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 569-595, June.
    24. Susan, Enyang Besong & Pan, Yanchun, 2024. "Trust as a determinant of green finance through information sharing and technological penetration: Integrating the moderation of governance for sustainable growth," Technology in Society, Elsevier, vol. 77(C).
    25. Wang, Lei & Li, Shouwei & Wu, Chaoqun, 2019. "Risk contagion in inter-firm credit guarantee network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
    26. Kejing Chen & Wenqi Guo & Yanling Kang & Jing Wang, 2022. "Does the Deleveraging Policy Increase the Risk of Corporate Debt Default: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 601-613, February.
    27. Zhao, Jianyu & Yu, Lean & Xi, Xi & Li, Shengliang, 2023. "Knowledge percolation threshold and optimization strategies of the combinatorial network for complex innovation in the digital economy," Omega, Elsevier, vol. 120(C).
    28. Wei Cui, 2017. "Social Trust, Institution, and Economic Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(6), pages 1243-1261, June.
    29. Goldenberg, J & Libai, B & Solomon, S & Jan, N & Stauffer, D, 2000. "Marketing percolation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 284(1), pages 335-347.
    30. Levine, Ross & Lin, Chen & Xie, Wensi, 2018. "Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1441-1477, August.
    31. Gérard Cliquet & Pierre-Alain Guillo, 2013. "Retail network spatial expansion: An application of the percolation theory to hard discounters," Post-Print halshs-00773446, HAL.
    32. Devesh Roy & Abdul Munasib & Xing Chen, 2014. "Social trust and international trade: the interplay between social trust and formal finance," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(4), pages 693-714, November.
    33. Huang, Pingping & Jiao, Yuehua & Li, Sihai, 2022. "Impact of internal control quality on the information content of social responsibility reports: A study based on text similarity—Evidence from China," International Journal of Accounting Information Systems, Elsevier, vol. 45(C).
    34. Christian Bjørnskov, 2012. "How Does Social Trust Affect Economic Growth?," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1346-1368, April.
    35. Fernández, Marco A., 2005. "Condiciones generales de competencia en Panamá," Estudios y Perspectivas – Sede Subregional de la CEPAL en México 4957, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    36. Theresa Krause & Mo Chen & Lena Wassermann & Doris Fischer & Jens Grossklags, 2023. "China's corporate credit reporting system: A comparison with the United States and Germany," Regulation & Governance, John Wiley & Sons, vol. 17(3), pages 755-771, July.
    37. Qiu, Baoyin & Cheng, Bo, 2022. "Is a deleveraging policy effective? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 471-480.
    38. Rebecca Boden & Salima Yassia Paul, 2014. "Creditable behaviour? The intra-firm management of trade credit," Qualitative Research in Accounting & Management, Emerald Group Publishing Limited, vol. 11(3), pages 260-275, September.
    39. Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
    40. Ding, Zhujun & Au, Kevin & Chiang, Flora, 2015. "Social trust and angel investors' decisions: A multilevel analysis across nations," Journal of Business Venturing, Elsevier, vol. 30(2), pages 307-321.
    41. Kim, Peter H. & Cooper, Cecily D. & Dirks, Kurt T. & Ferrin, Donald L., 2013. "Repairing trust with individuals vs. groups," Organizational Behavior and Human Decision Processes, Elsevier, vol. 120(1), pages 1-14.
    42. Dennis Huisman & Raf Jans & Marc Peeters & Albert P.M. Wagelmans, 2005. "Combining Column Generation and Lagrangian Relaxation," Springer Books, in: Guy Desaulniers & Jacques Desrosiers & Marius M. Solomon (ed.), Column Generation, chapter 0, pages 247-270, Springer.
    43. Pedro J. García†Teruel & Pedro Martínez†Solano, 2010. "A Dynamic Approach to Accounts Receivable: a Study of Spanish SMEs," European Financial Management, European Financial Management Association, vol. 16(3), pages 400-421, June.
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