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The implications of faster lending: Loan processing time and corporate cash holdings

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  • Pursiainen, Vesa
  • Sun, Hanwen
  • Wang, Qiong
  • Yang, Guochao

Abstract

A unique natural experiment in China - the city-level staggered introduction of administrative approval centers (AAC) - reduces bank loan processing times by substantially speeding up the process of registering collateral without affecting credit decisions. Following the establishment of an AAC, firms significantly reduce their cash holdings. State-owned enterprises are less affected. Cash flow sensitivity of cash holdings decreases, as does the cash flow sensitivity of investment. The share of short-term debt increases, while inventory holdings and reliance on trade credit decrease. Defaults also decrease. These results suggest that timely access to credit has important implications for firms' financial management.

Suggested Citation

  • Pursiainen, Vesa & Sun, Hanwen & Wang, Qiong & Yang, Guochao, 2025. "The implications of faster lending: Loan processing time and corporate cash holdings," BOFIT Discussion Papers 14/2025, Bank of Finland Institute for Emerging Economies (BOFIT).
  • Handle: RePEc:zbw:bofitp:334520
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    References listed on IDEAS

    as
    1. Bailey, Warren & Huang, Wei & Yang, Zhishu, 2011. "Bank Loans with Chinese Characteristics: Some Evidence on Inside Debt in a State-Controlled Banking System," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1795-1830, December.
    2. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2004. "Bank Competition and Access to Finance: International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 627-648, June.
    3. Lieberman, Paul & Mihov, Atanas & Naranjo, Andy & Velikov, Mihail, 2025. "Show me the receipts: B2B payment timeliness and expected returns," Journal of Financial Economics, Elsevier, vol. 172(C).
    4. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    5. Yi Wen, 2011. "Input and Output Inventory Dynamics," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(4), pages 181-212, October.
    6. Sudipto Dasgupta & Erica X N Li & Dong Yan, 2019. "Inventory Behavior and Financial Constraints: Theory and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 32(3), pages 1188-1233.
    7. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    8. Tao Chen & Yi Huang & Chen Lin & Zixia Sheng, 2022. "Finance and Firm Volatility: Evidence from Small Business Lending in China," Management Science, INFORMS, vol. 68(3), pages 2226-2249, March.
    9. Kahn, James A, 1987. "Inventories and the Volatility of Production," American Economic Review, American Economic Association, vol. 77(4), pages 667-679, September.
    10. Beccalli, Elena, 2007. "Does IT investment improve bank performance? Evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2205-2230, July.
    11. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    12. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    13. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    14. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    15. 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.
    16. John R. Graham & Mark T. Leary, 2018. "The Evolution of Corporate Cash," Journal of Applied Corporate Finance, Morgan Stanley, vol. 30(4), pages 36-60, December.
    17. Han, Seungjin & Qiu, Jiaping, 2007. "Corporate precautionary cash holdings," Journal of Corporate Finance, Elsevier, vol. 13(1), pages 43-57, March.
    18. Khurana, Inder K. & Martin, Xiumin & Pereira, Raynolde, 2006. "Financial Development and the Cash Flow Sensitivity of Cash," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(4), pages 787-808, December.
    19. Brown, Ward & Haegler, Urs, 2004. "Financing constraints and inventories," European Economic Review, Elsevier, vol. 48(5), pages 1091-1123, October.
    20. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    21. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    22. Michael W Faulkender & Kristine W Hankins & Mitchell A Petersen, 2019. "Understanding the Rise in Corporate Cash: Precautionary Savings or Foreign Taxes," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3299-3334.
    23. Levine, Ross, 1998. "The Legal Environment, Banks, and Long-Run Economic Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 596-613, August.
    24. repec:cup:jfinqa:v:46:y:2011:i:06:p:1795-1830_00 is not listed on IDEAS
    25. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    26. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    27. Fritz Foley, C. & Hartzell, Jay C. & Titman, Sheridan & Twite, Garry, 2007. "Why do firms hold so much cash? A tax-based explanation," Journal of Financial Economics, Elsevier, vol. 86(3), pages 579-607, December.
    28. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    29. Pierri, Nicola & Timmer, Yannick, 2022. "The importance of technology in banking during a crisis," Journal of Monetary Economics, Elsevier, vol. 128(C), pages 88-104.
    30. Tadesse, Solomon, 2002. "Financial Architecture and Economic Performance: International Evidence," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 429-454, October.
    31. Jarrad Harford & Sandy Klasa & William F. Maxwell, 2014. "Refinancing Risk and Cash Holdings," Journal of Finance, American Finance Association, vol. 69(3), pages 975-1012, June.
    32. Robert E. Carpenter & Steven M. Fazzari & Bruce C. Petersen, 1998. "Financing Constraints And Inventory Investment: A Comparative Study With High-Frequency Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 513-519, November.
    33. Boot, Arnoud W A & Thakor, Anjan V, 1997. "Financial System Architecture," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 693-733.
    34. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    35. Fuxiu Jiang & Kenneth A Kim, 2020. "Corporate Governance in China: A Survey [The role of boards of directors in corporate governance: a conceptual framework and survey]," Review of Finance, European Finance Association, vol. 24(4), pages 733-772.
    36. Meghana Ayyagari & Pedro Juarros & Maria Soledad Martinez Peria & Sandeep Singh, 2021. "Access to Finance and Job Growth: Firm-Level Evidence across Developing Countries [Big constraints to small firms’ growth? Business environment and employment growth across firms]," Review of Finance, European Finance Association, vol. 25(5), pages 1473-1496.
    37. Gerard Hoberg & Gordon Phillips & Nagpurnanand Prabhala, 2014. "Product Market Threats, Payouts, and Financial Flexibility," Journal of Finance, American Finance Association, vol. 69(1), pages 293-324, February.
    38. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    39. 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.
    40. Yi Huang & Marco Pagano & Ugo Panizza, 2020. "Local Crowding‐Out in China," Journal of Finance, American Finance Association, vol. 75(6), pages 2855-2898, December.
    41. 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.
    42. Jean‐Noël Barrot & Ramana Nanda, 2020. "The Employment Effects of Faster Payment: Evidence from the Federal Quickpay Reform," Journal of Finance, American Finance Association, vol. 75(6), pages 3139-3173, December.
    43. Chen, Jeff Zeyun & Lobo, Gerald J. & Wang, Yanyan & Yu, Lisheng, 2013. "Loan collateral and financial reporting conservatism: Chinese evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4989-5006.
    44. John R Graham & Mark T Leary, 2018. "The Evolution of Corporate Cash," The Review of Financial Studies, Society for Financial Studies, vol. 31(11), pages 4288-4344.
    45. Jie Gan & Yan Guo & Chenggang Xu, 2018. "Decentralized Privatization and Change of Control Rights in China," The Review of Financial Studies, Society for Financial Studies, vol. 31(10), pages 3854-3894.
    46. David McLean, R., 2011. "Share issuance and cash savings," Journal of Financial Economics, Elsevier, vol. 99(3), pages 693-715, March.
    47. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    48. 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.
    49. Benjamin S. Wilner, 2000. "The Exploitation of Relationships in Financial Distress: The Case of Trade Credit," Journal of Finance, American Finance Association, vol. 55(1), pages 153-178, February.
    50. Justin Murfin & Ken Njoroge, 2015. "The Implicit Costs of Trade Credit Borrowing by Large Firms," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 112-145.
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    Keywords

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    JEL classification:

    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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