IDEAS home Printed from https://ideas.repec.org/a/eee/beexfi/v48y2025ics2214635025001017.html

Historical business traditions and stock price crash risk: Evidence from merchant guilds’ influence in China

Author

Listed:
  • Su, Hengyi
  • Huang, Jianbo
  • Chen, Lingyun

Abstract

This study examines whether and how merchant guilds’ historical traditions affect the stock price crash risk of Chinese firms. Using a comprehensive sample of publicly traded companies in China from 2003 to 2019, we find that firms more affected by historical guild traditions have significantly higher crash risk. Mechanism tests show that these firms engage in relation-oriented financial activities—including transactions, guarantees, and loans with their related parties—which is coupled with less voluntary disclosure to external investors. Furthermore, the effect of historical guild tradition on crash risk is especially pronounced for companies with lower analyst coverage, lower institutional ownership, and those in regions with weaker local governance. Overall, this study illustrates that exclusive institutions such as merchant guilds can encourage relation-oriented behaviors and ultimately amplify stock price crash risk.

Suggested Citation

  • Su, Hengyi & Huang, Jianbo & Chen, Lingyun, 2025. "Historical business traditions and stock price crash risk: Evidence from merchant guilds’ influence in China," Journal of Behavioral and Experimental Finance, Elsevier, vol. 48(C).
  • Handle: RePEc:eee:beexfi:v:48:y:2025:i:c:s2214635025001017
    DOI: 10.1016/j.jbef.2025.101120
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214635025001017
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jbef.2025.101120?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Jia, Ning, 2018. "Corporate innovation strategy and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 53(C), pages 155-173.
    2. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    3. Sheilagh Ogilvie, 2004. "Guilds, efficiency, and social capital: evidence from German proto‐industry," Economic History Review, Economic History Society, vol. 57(2), pages 286-333, May.
    4. Min Du, Anna & Lu, Mengyuan & Zhang, Yiyan & Li, Zhongyuan, 2025. "Confucian culture and corporate environmental management: The role of innovation, financing constraints and managerial myopia," Research in International Business and Finance, Elsevier, vol. 73(PA).
    5. Greif, Avner, 1993. "Contract Enforceability and Economic Institutions in Early Trade: the Maghribi Traders' Coalition," American Economic Review, American Economic Association, vol. 83(3), pages 525-548, June.
    6. Lu, Hai & Shin, Jee-Eun & Zhang, Mingyue, 2023. "Financial reporting and disclosure practices in China," Journal of Accounting and Economics, Elsevier, vol. 76(1).
    7. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    8. Si Li & Xintong Zhan, 2019. "Product Market Threats and Stock Crash Risk," Management Science, INFORMS, vol. 65(9), pages 4011-4031, September.
    9. Xu Jiang, 2016. "Biases in Accounting and Nonaccounting Information: Substitutes or Complements?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(5), pages 1297-1330, December.
    10. Greif, Avner, 1989. "Reputation and Coalitions in Medieval Trade: Evidence on the Maghribi Traders," The Journal of Economic History, Cambridge University Press, vol. 49(4), pages 857-882, December.
    11. Hyun A. Hong & Jeong‐Bon Kim & Michael Welker, 2017. "Divergence of Cash Flow and Voting Rights, Opacity, and Stock Price Crash Risk: International Evidence," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 55(5), pages 1167-1212, December.
    12. Xiaolan Zheng & Sadok El Ghoul & Omrane Guedhami & Chuck C Y Kwok, 2013. "Collectivism and corruption in bank lending," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(4), pages 363-390, May.
    13. Harrison Hong & Jeremy C. Stein, 2003. "Differences of Opinion, Short-Sales Constraints, and Market Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 16(2), pages 487-525.
    14. Mamaysky, Harry, 2024. "News and Markets in the Time of COVID-19," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 59(8), pages 3564-3600, December.
    15. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    16. Xixiong Xu & Wanli Li & Xichan Chen, 2019. "Confucian culture and stock price crash risk," China Journal of Accounting Studies, Taylor & Francis Journals, vol. 7(1), pages 25-61, January.
    17. Raghuram G. Rajan & Luigi Zingales, 1998. "Which Capitalism? Lessons Form The East Asian Crisis," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(3), pages 40-48, September.
    18. Yurou Liu & Jinyang Liu, 2024. "Social Integrity and Stock Price Crash Risk," Journal of Business Ethics, Springer, vol. 190(3), pages 703-721, March.
    19. Wong, T. J., 2016. "Corporate Governance Research on Listed Firms in China: Institutions, Governance and Accountability," Foundations and Trends(R) in Accounting, now publishers, vol. 9(4), pages 259-326, March.
    20. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    21. Bok Baik & David B. Farber & Sam (Sunghan) Lee, 2011. "CEO Ability and Management Earnings Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 28(5), pages 1645-1668, December.
    22. Berkman, Henk & Cole, Rebel A. & Fu, Lawrence J., 2009. "Expropriation through loan guarantees to related parties: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 141-156, January.
    23. Xingqiang Du & Wei Jian & Yingjie Du & Wentao Feng & Quan Zeng, 2014. "Religion, the Nature of Ultimate Owner, and Corporate Philanthropic Giving: Evidence from China," Journal of Business Ethics, Springer, vol. 123(2), pages 235-256, August.
    24. W. Travis Selmier, 2018. "Social capital and folk lending in China’s hottest financial market," Economic and Political Studies, Taylor & Francis Journals, vol. 6(1), pages 69-90, January.
    25. J.S. Burgess, 1930. "The Guilds and Trade Associations of China," The ANNALS of the American Academy of Political and Social Science, , vol. 152(1), pages 72-80, November.
    26. Karhunen, Päivi & Kosonen, Riitta & McCarthy, Daniel J. & Puffer, Sheila M., 2018. "The Darker Side of Social Networks in Transforming Economies: Corrupt Exchange in Chinese Guanxi and Russian Blat/Svyazi," Management and Organization Review, Cambridge University Press, vol. 14(2), pages 395-419, June.
    27. Roberta Dessí & Sheilagh Olgivie, 2003. "Social Capital and Collusion: The Case of Merchant Guilds," CESifo Working Paper Series 1037, CESifo.
    28. Sadok El Ghoul & Omrane Guedhami & Chuck C. Y. Kwok & Xiaolan Zheng, 2016. "Collectivism and Corruption in Commercial Loan Production: How to Break the Curse?," Journal of Business Ethics, Springer, vol. 139(2), pages 225-250, December.
    29. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    30. Ahsan Habib & Mostafa Monzur Hasan & Haiyan Jiang, 2018. "Stock price crash risk: review of the empirical literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(S1), pages 211-251, November.
    31. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    32. Ming Jian & T. J. Wong, 2010. "Propping through related party transactions," Review of Accounting Studies, Springer, vol. 15(1), pages 70-105, March.
    33. Viral V Acharya & Robert Engle & Maximilian Jager & Sascha Steffen, 2024. "Why Did Bank Stocks Crash during COVID-19?," The Review of Financial Studies, Society for Financial Studies, vol. 37(9), pages 2627-2684.
    34. Hendijani Zadeh, Mohammad, 2023. "Regional social capital and stock price crash risk: Evidence from the US," Finance Research Letters, Elsevier, vol. 51(C).
    35. Jeong†Bon Kim & Liandong Zhang, 2016. "Accounting Conservatism and Stock Price Crash Risk: Firm†level Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 412-441, March.
    36. Zhang, Xiaoqian & Lv, Shixian & Lin, Wenlian, 2020. "Related guarantee and implicit tunneling," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    37. Xingqiang Du, 2016. "Does Confucianism Reduce Board Gender Diversity? Firm-Level Evidence from China," Journal of Business Ethics, Springer, vol. 136(2), pages 399-436, June.
    38. John Shuhe Li, 2003. "Relation‐based versus Rule‐based Governance: an Explanation of the East Asian Miracle and Asian Crisis," Review of International Economics, Wiley Blackwell, vol. 11(4), pages 651-673, September.
    39. Kiridaran Kanagaretnam & Jimmy Lee & Chee Yeow Lim & Gerald Lobo, 2018. "Societal trust and corporate tax avoidance," Review of Accounting Studies, Springer, vol. 23(4), pages 1588-1628, December.
    40. Khalil Jebran & Shihua Chen & Ruibin Zhang, 2022. "Board social capital and stock price crash risk," Review of Quantitative Finance and Accounting, Springer, vol. 58(2), pages 499-540, February.
    41. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Religion and Stock Price Crash Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 169-195, April.
    42. Cheung, Yan-Leung & Rau, P. Raghavendra & Stouraitis, Aris, 2006. "Tunneling, propping, and expropriation: evidence from connected party transactions in Hong Kong," Journal of Financial Economics, Elsevier, vol. 82(2), pages 343-386, November.
    43. Lei Chen & Zhi Jin & Yongqiang Ma & Hui Xu, 2019. "Confucianism, openness to the West, and corporate investment efficiency," European Financial Management, European Financial Management Association, vol. 25(3), pages 554-590, June.
    44. Andrea Caracausi, 2017. "Information asymmetries and craft guilds in pre-modern markets: evidence from Italian proto-industry," Economic History Review, Economic History Society, vol. 70(2), pages 397-422, May.
    45. Nana Xu & Zhifang He & Fangzhao Zhou & Wenjie Ding & Jiaqi Chen, 2023. "Mechanisms Underlying Geopolitical Shocks and Stock Price Crash Risk: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(15), pages 4194-4203, December.
    46. Jeong†Bon Kim & Zheng Wang & Liandong Zhang, 2016. "CEO Overconfidence and Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1720-1749, December.
    47. Zhifeng Liu & Toan Luu Duc Huynh & Peng-Fei Dai, 2020. "The impact of COVID-19 on the stock market crash risk in China," Papers 2009.08030, arXiv.org, revised Aug 2021.
    48. Zhe An & Zhian Chen & Donghui Li & Lu Xing, 2018. "Individualism and stock price crash risk," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(9), pages 1208-1236, December.
    49. Cao, Chunfang & Xia, Changyuan & Chan, Kam C., 2016. "Social trust and stock price crash risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 46(C), pages 148-165.
    50. Wei Wang & Guoliu Hu, 2025. "The Power of Ethics: Merchant Culture and Corporate Environmental, Social, and Governance (ESG) Disclosure," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 32(2), pages 2630-2650, March.
    51. Liu, Zhifeng & Huynh, Toan Luu Duc & Dai, Peng-Fei, 2021. "The impact of COVID-19 on the stock market crash risk in China," Research in International Business and Finance, Elsevier, vol. 57(C).
    52. Li, Xiaorong & Wang, Steven Shuye & Wang, Xue, 2017. "Trust and stock price crash risk: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 74-91.
    53. Xingqiang Du & Jianying Weng & Quan Zeng & Hongmei Pei, 2017. "Culture, Marketization, and Owner-Manager Agency Costs: A Case of Merchant Guild Culture in China," Journal of Business Ethics, Springer, vol. 143(2), pages 353-386, June.
    54. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    55. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    56. Luis Alfonso Dau & Jiatao Li & Marjorie A. Lyles & Aya S. Chacar, 2022. "Informal institutions and the international strategy of MNEs: Effects of institutional effectiveness, convergence, and distance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(6), pages 1257-1281, August.
    57. Justin Chircop & Michele Fabrizi & Patrizia Malaspina & Antonio Parbonetti, 2023. "Anti‐Mafia Police Actions, Criminal Firms, and Peer Firm Tax Avoidance," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 61(1), pages 243-277, March.
    58. Sheilagh Ogilvie, 2014. "The Economics of Guilds," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 169-192, Fall.
    59. Greif, Avner, 1994. "Cultural Beliefs and the Organization of Society: A Historical and Theoretical Reflection on Collectivist and Individualist Societies," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 912-950, October.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Gaganis, Chrysovalantis & Leledakis, George N. & Pasiouras, Fotios & Pyrgiotakis, Emmanouil G., 2026. "Social capital and stock price crash risk: cross-country evidence," Journal of Financial Stability, Elsevier, vol. 83(C).
    2. Zhou, Jingting & Li, Wanli & Yan, Ziqiao & Lyu, Huaili, 2021. "Controlling shareholder share pledging and stock price crash risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 77(C).
    3. Jebran, Khalil & Chen, Shihua & Zhang, Ruibin, 2020. "Board diversity and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 51(C).
    4. Das, Kuntal K. & Yaghoubi, Mona, 2024. "Migration fear and stock price crash risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    5. Khalil Jebran & Shihua Chen & Ruibin Zhang, 2022. "Board social capital and stock price crash risk," Review of Quantitative Finance and Accounting, Springer, vol. 58(2), pages 499-540, February.
    6. Xiaoling Chu & Yongheng Deng & Desmond Tsang, 2025. "Firm Leverage and Stock Price Crash Risk: The Chinese Real Estate Market and Three-Red-Lines Policy," The Journal of Real Estate Finance and Economics, Springer, vol. 70(3), pages 544-582, April.
    7. Jebran, Khalil & Chen, Shihua & Ye, Yan & Wang, Chengqi, 2019. "Confucianism and stock price crash risk: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    8. 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).
    9. Mahdi Moradi & Andrea Appolloni & Grzegorz Zimon & Hossein Tarighi & Maede Kamali, 2021. "Macroeconomic Factors and Stock Price Crash Risk: Do Managers Withhold Bad News in the Crisis-Ridden Iran Market?," Sustainability, MDPI, vol. 13(7), pages 1-16, March.
    10. Choi, Young Mok & Park, Kunsu, 2022. "Zero-leverage policy and stock price crash risk: Evidence from Korea," International Review of Financial Analysis, Elsevier, vol. 81(C).
    11. San, Ziyao & Wang, Shuai & Xiu, Zongfeng & Zhou, Ling & Zhou, Zejiang, 2025. "Political control, corporate governance and stock-price crash risk: Evidence from China," Emerging Markets Review, Elsevier, vol. 65(C).
    12. Zaman, Rashid & Atawnah, Nader & Haseeb, Muhammad & Nadeem, Muhammad & Irfan, Saadia, 2021. "Does corporate eco-innovation affect stock price crash risk?," The British Accounting Review, Elsevier, vol. 53(5).
    13. Wu, Kai & Lai, Seiwai, 2020. "Intangible intensity and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    14. Richardson, Grant & Obaydin, Ivan & Liu, Chelsea, 2022. "The effect of accounting fraud on future stock price crash risk," Economic Modelling, Elsevier, vol. 117(C).
    15. Hu, Juncheng & Li, Xiaorong & Duncan, Keith & Xu, Jia, 2020. "Corporate relationship spending and stock price crash risk: Evidence from China's anti-corruption campaign," Journal of Banking & Finance, Elsevier, vol. 113(C).
    16. Dang, Viet Anh & Lee, Edward & Liu, Yangke & Zeng, Cheng, 2022. "Bank deregulation and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 72(C).
    17. Liu, Yurou, 2023. "Judicial independence and crash risk: Evidence from a natural experiment in China," Journal of Corporate Finance, Elsevier, vol. 83(C).
    18. Pan Xu & Jun He & Daojuan Wang & Sofia A. Johan & Siwei Lin, 2024. "Could the simultaneous persistence of greater cash holdings and interest‐bearing debts affect stock price crash risk?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 3226-3262, July.
    19. Hu, Gang & Liu, Yiye & Wang, Jacqueline Wenjie & Zhou, Gaoguang & Zhu, Xindong, 2022. "Insider ownership and stock price crash risk around the globe," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    20. Min Jung Kang & Y. Han (Andy) Kim & Qunfeng Liao, 2020. "Do bankers on the board reduce crash risk?," European Financial Management, European Financial Management Association, vol. 26(3), pages 684-723, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

    Statistics

    Access and download statistics

    Corrections

    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:beexfi:v:48:y:2025:i:c:s2214635025001017. 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: https://www.journals.elsevier.com/journal-of-behavioral-and-experimental-finance .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.