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Distance produces the fear of loss: Customer geographic proximity and corporate cash holdings

Author

Listed:
  • Wang, Li
  • Wu, Yiqi
  • Chen, Yaxin
  • Dai, Yunhao

Abstract

Suppliers usually worry about losing important customers far away. This study examines the effect of long-distance customers on the supplier's cash holdings in China. We find that firms with long-distance major customers tend to hold more cash holdings, and the exogenous opening of the high-speed rail can reduce the effects of distant customers. Our results still hold when considering the endogeneity concerns. The cross-sectional tests suggest that the impact of long-distance customers is more pronounced for firms that have fewer accounts receivables and a larger customer concentration. Furthermore, we document that suppliers with a long-distance supply chain relationship hold more cash mainly due to the precautionary motive. Overall, we highlight that the distance between suppliers and customers is an important factor that affects a firm's cash holdings policy, and we also provide some suggestions for both suppliers and policymakers.

Suggested Citation

  • Wang, Li & Wu, Yiqi & Chen, Yaxin & Dai, Yunhao, 2023. "Distance produces the fear of loss: Customer geographic proximity and corporate cash holdings," International Review of Financial Analysis, Elsevier, vol. 87(C).
    • Handle: RePEc:eee:finana:v:87:y:2023:i:c:s1057521923000881
    DOI: 10.1016/j.irfa.2023.102572
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    as
    1. Büchel, Konstantin & Ehrlich, Maximilian v., 2020. "Cities and the structure of social interactions: Evidence from mobile phone data," Journal of Urban Economics, Elsevier, vol. 119(C).
    2. Gao, Huasheng & Harford, Jarrad & Li, Kai, 2013. "Determinants of corporate cash policy: Insights from private firms," Journal of Financial Economics, Elsevier, vol. 109(3), pages 623-639.
    3. Huang, Henry He & Lobo, Gerald J. & Wang, Chong & Xie, Hong, 2016. "Customer concentration and corporate tax avoidance," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 184-200.
    4. Dittmar, Amy & Mahrt-Smith, Jan & Servaes, Henri, 2003. "International Corporate Governance and Corporate Cash Holdings," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(1), pages 111-133, March.
    5. Liu, Claire & Masulis, Ronald W. & Stanfield, Jared, 2021. "Why CEO option compensation can be a bad option for shareholders: Evidence from major customer relationships," Journal of Financial Economics, Elsevier, vol. 142(1), pages 453-481.
    6. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    7. Joskow, Paul L, 1988. "Asset Specificity and the Structure of Vertical Relationships: Empirical Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 4(1), pages 95-117, Spring.
    8. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    9. Phan, Hieu V. & Nguyen, Nam H. & Nguyen, Hien T. & Hegde, Shantaram, 2019. "Policy uncertainty and firm cash holdings," Journal of Business Research, Elsevier, vol. 95(C), pages 71-82.
    10. Ivalina Kalcheva & Karl V. Lins, 2007. "International Evidence on Cash Holdings and Expected Managerial Agency Problems," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1087-1112.
    11. Chen, Deqiu & Li, Sifei & Xiao, Jason Zezhong & Zou, Hong, 2014. "The effect of government quality on corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 384-400.
    12. Chen, Deqiu & Ma, Yujing & Martin, Xiumin & Michaely, Roni, 2022. "On the fast track: Information acquisition costs and information production," Journal of Financial Economics, Elsevier, vol. 143(2), pages 794-823.
    13. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    14. Dittmar, Amy & Mahrt-Smith, Jan, 2007. "Corporate governance and the value of cash holdings," Journal of Financial Economics, Elsevier, vol. 83(3), pages 599-634, March.
    15. Itzkowitz, Jennifer, 2013. "Customers and cash: How relationships affect suppliers' cash holdings," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 159-180.
    16. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    17. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    18. Hui, Kai Wai & Klasa, Sandy & Yeung, P. Eric, 2012. "Corporate suppliers and customers and accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 115-135.
    19. Duong, Huu Nhan & Nguyen, Justin Hung & Nguyen, My & Rhee, S. Ghon, 2020. "Navigating through economic policy uncertainty: The role of corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 62(C).
    20. Liu, Laura Xiaolei & Mao, Mike Qinghao & Nini, Greg, 2018. "Customer risk and corporate financial policy: Evidence from receivables securitization," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 453-467.
    21. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    22. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    23. Kershen Huang & Chenguang Shang & Chi Zhang, 2021. "Working hard for long‐distance relationships: Geographic proximity and relationship‐specific investments," Financial Management, Financial Management Association International, vol. 50(4), pages 985-1011, December.
    24. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    25. Frésard, Laurent & Salva, Carolina, 2010. "The value of excess cash and corporate governance: Evidence from US cross-listings," Journal of Financial Economics, Elsevier, vol. 98(2), pages 359-384, November.
    26. Han, Seungjin & Qiu, Jiaping, 2007. "Corporate precautionary cash holdings," Journal of Corporate Finance, Elsevier, vol. 13(1), pages 43-57, March.
    27. Laurent Fresard & Carolina Salva, 2010. "The value of excess cash and corporate governance: evidence from U.S. cross-listings," Post-Print hal-00537080, HAL.
    28. Nicholas Wilson & Barbara Summers, 2002. "Trade Credit Terms Offered by Small Firms: Survey Evidence and Empirical Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(3‐4), pages 317-351, April.
    29. Mohamed Ghaly & Viet Anh Dang & Konstantinos Stathopoulos, 2017. "Cash Holdings and Labor Heterogeneity: The Role of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3636-3668.
    30. Hou, Canran & Liu, Huan, 2020. "Foreign residency rights and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 64(C).
    31. Cui, Chenyu & John, Kose & Pang, Jiaren & Wu, Haibin, 2018. "Employment protection and corporate cash holdings: Evidence from China's labor contract law," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 182-194.
    32. Hongbin Huang & Ran Li & Ya Bai, 2019. "Investor sentiment, market competition and trade credit supply," China Finance Review International, Emerald Group Publishing Limited, vol. 9(2), pages 284-306, March.
    33. Xu, Nianhang & Chen, Qinyuan & Xu, Yan & Chan, Kam C., 2016. "Political uncertainty and cash holdings: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 276-295.
    34. Nicholas Wilson & Barbara Summers, 2002. "Trade Credit Terms Offered by Small Firms: Survey Evidence and Empirical Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(3&4), pages 317-351.
    35. Hu, Jun & Li, Antai & Luo, Yonggen, 2019. "CEO early life experiences and cash holding: Evidence from China's great famine," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    36. Amy Dittmar, 2008. "Corporate Cash Policy and How to Manage it with Stock Repurchases," Journal of Applied Corporate Finance, Morgan Stanley, vol. 20(3), pages 22-34, June.
    37. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    38. Cen, Ling & Maydew, Edward L. & Zhang, Liandong & Zuo, Luo, 2017. "Customer–supplier relationships and corporate tax avoidance," Journal of Financial Economics, Elsevier, vol. 123(2), pages 377-394.
    39. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    40. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    41. Xiong, Jiacai & Ouyang, Caiyue & Tong, Jamie Yixing & Zhang, Feida Frank, 2021. "Fraud commitment in a smaller world: Evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 70(C).
    42. Yongqiang Chu & Xuan Tian & Wenyu Wang, 2019. "Corporate Innovation Along the Supply Chain," Management Science, INFORMS, vol. 67(6), pages 2445-2466, June.
    43. Kuang, Chun & Liu, Zijie & Zhu, Wenyu, 2021. "Need for speed: High-speed rail and firm performance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    44. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    45. Xingqiang Du, 2019. "Does CEO-Auditor Dialect Sharing Impair Pre-IPO Audit Quality? Evidence from China," Journal of Business Ethics, Springer, vol. 156(3), pages 699-735, May.
    46. Huang, Xiaoran & Kang, Jun-Koo, 2017. "Geographic concentration of institutions, corporate governance, and firm value," Journal of Corporate Finance, Elsevier, vol. 47(C), pages 191-218.
    47. Chen, Jie & Su, Xunhua & Tian, Xuan & Xu, Bin, 2022. "Does customer-base structure influence managerial risk-taking incentives?," Journal of Financial Economics, Elsevier, vol. 143(1), pages 462-483.
    48. Hongling Guo & Keping Wu, 2020. "Does opening high-speed railways affect the cost of debt financing? A quasi-natural experiment," China Finance Review International, Emerald Group Publishing Limited, vol. 10(4), pages 473-496, May.
    49. Karpuz, Ahmet & Kim, Kirak & Ozkan, Neslihan, 2020. "Employment protection laws and corporate cash holdings," Journal of Banking & Finance, Elsevier, vol. 111(C).
    50. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    51. Nishant Dass & Jayant R. Kale & Vikram Nanda, 2015. "Trade Credit, Relationship-specific Investment, and Product Market Power," Review of Finance, European Finance Association, vol. 19(5), pages 1867-1923.
    52. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    53. Michelle Hanlon & Edward L. Maydew & Daniel Saavedra, 2017. "The taxman cometh: Does tax uncertainty affect corporate cash holdings?," Review of Accounting Studies, Springer, vol. 22(3), pages 1198-1228, September.
    54. Jin, Zhi & Yang, Yinan & Zhang, Liguang, 2021. "Geographic proximity and cross-region merger and acquisitions: Evidence from the opening of high-speed rail in China," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    55. Cai, Kelly & Zhu, Hui, 2020. "Customer-Supplier relationships and the cost of debt," Journal of Banking & Finance, Elsevier, vol. 110(C).
    56. Lins, Karl V. & Servaes, Henri & Tufano, Peter, 2010. "What drives corporate liquidity? An international survey of cash holdings and lines of credit," Journal of Financial Economics, Elsevier, vol. 98(1), pages 160-176, October.
    57. Jianjun Jia & Lili Shao & Zhenzhen Sun & Fang Zhao, 2020. "Corporate cash savings and discretionary accruals," China Finance Review International, Emerald Group Publishing Limited, vol. 10(4), pages 429-445, April.
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    More about this item

    Keywords

    Customer-supplier relationships; Geographic proximity; Cash holdings; China;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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