IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v74y2023ics0927539823001019.html
   My bibliography  Save this article

Goodhart’s law in China: Bank branching regulation and window dressing

Author

Listed:
  • Gong, Di
  • Huizinga, Harry
  • Li, Tianshi
  • Zhu, Jigao

Abstract

After the removal of geographic restrictions on branching in 2006, China’s city commercial banks (CCBs) can apply for permission to branch outside their province. This paper shows that CCBs report a higher provision coverage ratio (PCR) before filing an application, thereby making the bank look safer to regulators. Our finding is robust to controlling for possible endogeneity of the branching application decision by employing propensity score matching estimators, and it is confirmed when we consider a quasi-natural experiment of deregulation reversal. Tests of the dynamic effects show evidence of reversals in PCR adjustment after applications. Higher PCR before branching applications cannot be explained by alternative rationales for manipulating loan loss reserves such as fundamental provisions, earnings management, capital management, and market signaling. Window dressers receive more supervisory penalties after filing applications relative to other branching banks. Our finding of window dressing in response to bank branching regulation confirms Goodhart’s insight that when a regulatory metric becomes a target, it ceases to be a good measure.

Suggested Citation

  • Gong, Di & Huizinga, Harry & Li, Tianshi & Zhu, Jigao, 2023. "Goodhart’s law in China: Bank branching regulation and window dressing," Journal of Empirical Finance, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:empfin:v:74:y:2023:i:c:s0927539823001019
    DOI: 10.1016/j.jempfin.2023.101434
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539823001019
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2023.101434?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Musto, David K, 1997. "Portfolio Disclosures and Year-End Price Shifts," Journal of Finance, American Finance Association, vol. 52(4), pages 1563-1588, September.
    2. Huizinga, Harry & Laeven, Luc, 2012. "Bank valuation and accounting discretion during a financial crisis," Journal of Financial Economics, Elsevier, vol. 106(3), pages 614-634.
    3. Ortiz, Cristina & Sarto, José Luis & Vicente, Luis, 2012. "Portfolios in disguise? Window dressing in bond fund holdings," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 418-427.
    4. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    5. Agarwal, Vikas & Gay, Gerald D. & Ling, Leng, 2014. "Window dressing in mutual funds," CFR Working Papers 11-07 [rev.3], University of Cologne, Centre for Financial Research (CFR).
    6. Blau, Benjamin M. & Brough, Tyler J. & Thomas, Diana W., 2013. "Corporate lobbying, political connections, and the bailout of banks," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3007-3017.
    7. Sumit Agarwal & Efraim Benmelech & Nittai Bergman & Amit Seru, 2012. "Did the Community Reinvestment Act (CRA) Lead to Risky Lending?," NBER Working Papers 18609, National Bureau of Economic Research, Inc.
    8. Laeven, Luc & Valencia, Fabian, 2020. "Systemic Banking Crises Database: A Timely Update in COVID-19 Times," CEPR Discussion Papers 14569, C.E.P.R. Discussion Papers.
    9. Domenico Curcio & Iftekhar Hasan, 2015. "Earnings and capital management and signaling: the use of loan-loss provisions by European banks," The European Journal of Finance, Taylor & Francis Journals, vol. 21(1), pages 26-50, January.
    10. Lakonishok, Josef, et al, 1991. "Window Dressing by Pension Fund Managers," American Economic Review, American Economic Association, vol. 81(2), pages 227-231, May.
    11. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    12. Connie L. Becker & Mark L. Defond & James Jiambalvo & K.R. Subramanyam, 1998. "The Effect of Audit Quality on Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 15(1), pages 1-24, March.
    13. Liu, Cc & Ryan, Sg, 1995. "The Effect Of Bank Loan Portfolio Composition On The Market Reaction To And Anticipation Of Loan Loss Provisions," Journal of Accounting Research, Wiley Blackwell, vol. 33(1), pages 77-94.
    14. Cornett, Marcia Millon & Minnick, Kristina & Schorno, Patrick J. & Tehranian, Hassan, 2020. "An examination of bank behavior around Federal Reserve stress tests," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    15. Randall S. Kroszner & Philip E. Strahan, 1999. "What Drives Deregulation? Economics and Politics of the Relaxation of Bank Branching Restrictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1437-1467.
    16. Mariathasan, Mike & Merrouche, Ouarda, 2014. "The manipulation of basel risk-weights," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 300-321.
    17. Laura Arnedo Ajona & Fermin Lizarraga Dallo & Santiago Sanchez Alegria, 2008. "Discretionary Accruals and Auditor Behaviour in Code-Law Contexts: An Application to Failing Spanish Firms," European Accounting Review, Taylor & Francis Journals, vol. 17(4), pages 641-666.
    18. Luc Laeven & Fabian Valencia, 2020. "Systemic Banking Crises Database II," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
    19. Allen, Linda & Saunders, Anthony, 1992. "Bank window dressing: Theory and evidence," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 585-623, June.
    20. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    21. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    22. Haoyu Gao & Hong Ru & Robert Townsend & Xiaoguang Yang, 2019. "Rise of Bank Competition: Evidence from Banking Deregulation in China," NBER Working Papers 25795, National Bureau of Economic Research, Inc.
    23. Gong, Di & Huizinga, Harry & Laeven, Luc, 2018. "Nonconsolidated affiliates, bank capitalization, and risk taking," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 109-129.
    24. Ahmed, Anwer S. & Takeda, Carolyn & Thomas, Shawn, 1999. "Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 1-25, November.
    25. Eliana Balla & Jessica Sackett Romero & Morgan J. Rose, 2012. "Loan loss reserve accounting and bank behavior," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, issue Mar.
    26. Lim, Ivan & Hagendorff, Jens & Armitage, Seth, 2019. "Is the fox guarding the henhouse? Bankers in the Federal Reserve, bank leverage and risk-shifting," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 478-504.
    27. David Hillier & Allan Hodgson & Peta Stevenson-Clarke & Suntharee Lhaopadchan, 2008. "Accounting Window Dressing and Template Regulation: A Case Study of the Australian Credit Union Industry," Journal of Business Ethics, Springer, vol. 83(3), pages 579-593, December.
    28. Angelini, Paolo & Cetorelli, Nicola, 2003. "The Effects of Regulatory Reform on Competition in the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 663-684, October.
    29. 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.
    30. Lucca, David & Seru, Amit & Trebbi, Francesco, 2014. "The revolving door and worker flows in banking regulation," Journal of Monetary Economics, Elsevier, vol. 65(C), pages 17-32.
    31. Markus Behn & Giacomo Mangiante & Laura Parisi & Michael Wedow, 2022. "Behind the Scenes of the Beauty Contest—Window Dressing and the G-SIB Framework," International Journal of Central Banking, International Journal of Central Banking, vol. 18(5), pages 1-42, December.
    32. Luis Garcia & Ulf Lewrick & Taja Sečnik, 2021. "Is window dressing by banks systemically important?," BIS Working Papers 960, Bank for International Settlements.
    33. Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
    34. Richard J. Rosen, 2005. "Switching primary federal regulators: is it beneficial for U.S. banks?," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 29(Q III), pages 16-23.
    35. Stergios Leventis & Panagiotis Dimitropoulos & Asokan Anandarajan, 2011. "Loan Loss Provisions, Earnings Management and Capital Management under IFRS: The Case of EU Commercial Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 103-122, October.
    36. repec:oup:revfin:v:29:y:2016:i:12:p:3354-3393. is not listed on IDEAS
    37. Zhang, Longyao & Hsu, Sara & Xu, Zhong & Cheng, Enjiang, 2020. "Responding to financial crisis: Bank credit expansion with Chinese characteristics," China Economic Review, Elsevier, vol. 61(C).
    38. Beatty, A & Chamberlain, Sl & Magliolo, J, 1995. "Managing Financial Reports Of Commercial-Banks - The Influence Of Taxes, Regulatory Capital, And Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 231-261.
    39. Chu, Yongqiang & Zhang, Tim, 2022. "Political influence and banks: Evidence from mortgage lending," Journal of Financial Intermediation, Elsevier, vol. 52(C).
    40. Cetorelli, Nicola, 2004. "Real Effects of Bank Competition," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 543-558, June.
    41. Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 889-938.
    42. Rosen, Richard J, 2003. "Is Three a Crowd? Competition among Regulators in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(6), pages 967-998, December.
    43. Jared Berry & Akber Khan & Marcelo Rezende, 2020. "How Do U.S. Global Systemically Important Banks Lower Their Capital Surcharges?," FEDS Notes 2020-01-31, Board of Governors of the Federal Reserve System (U.S.).
    44. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 263-291.
    45. Philip E. Strahan, 2003. "The real effects of U.S. banking deregulation," Review, Federal Reserve Bank of St. Louis, vol. 85(Jul), pages 111-128.
    46. Huaizhi Chen & Lauren Cohen & Dong Lou, 2016. "Industry Window Dressing," The Review of Financial Studies, Society for Financial Studies, vol. 29(12), pages 3354-3393.
    47. Kim, Myung-Sun & Kross, William, 1998. "The impact of the 1989 change in bank capital standards on loan loss provisions and loan write-offs," Journal of Accounting and Economics, Elsevier, vol. 25(1), pages 69-99, February.
    48. Strathern, Marilyn, 1997. "‘Improving ratings’: audit in the British University system," European Review, Cambridge University Press, vol. 5(3), pages 305-321, July.
    49. Beaver, William H. & Engel, Ellen E., 1996. "Discretionary behavior with respect to allowances for loan losses and the behavior of security prices," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 177-206, October.
    50. Moyer, Susan E., 1990. "Capital adequacy ratio regulations and accounting choices in commercial banks," Journal of Accounting and Economics, Elsevier, vol. 13(2), pages 123-154, July.
    51. Vikas Agarwal & Gerald D. Gay & Leng Ling, 2014. "Window Dressing in Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 27(11), pages 3133-3170.
    52. Chen, Jiayuan & Gong, Di & Muckley, Cal, 2020. "Stock market illiquidity, bargaining power and the cost of borrowing," Journal of Empirical Finance, Elsevier, vol. 58(C), pages 181-206.
    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. Pandey, Ashish & Guhathakurta, Kousik, 2022. "Value relevance of loan loss provision components and the choice of model specification," Advances in accounting, Elsevier, vol. 58(C).
    2. Dung Viet Tran & M. Kabir Hassan & Reza Houston, 2020. "Discretionary loan loss provision behavior in the US banking industry," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 605-645, August.
    3. Gopalan, Yadav, 2022. "The effects of ratings disclosure by bank regulators," Journal of Accounting and Economics, Elsevier, vol. 73(1).
    4. Miller, Steve M. & Moussawi, Rabih & Wang, Bin & Yang, Tina, 2021. "Institutional investors and bank governance: An international analysis of bank earnings management," Journal of Corporate Finance, Elsevier, vol. 70(C).
    5. Nicoletti, Allison, 2018. "The effects of bank regulators and external auditors on loan loss provisions," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 244-265.
    6. Mijoo Lee & In Tae Hwang, 2019. "The Effect of the Compensation System on Earnings Management and Sustainability: Evidence from Korea Banks," Sustainability, MDPI, vol. 11(11), pages 1-24, June.
    7. Manuela M. Dantas & Kenneth J. Merkley & Felipe B. G. Silva, 2023. "Government Guarantees and Banks’ Income Smoothing," Journal of Financial Services Research, Springer;Western Finance Association, vol. 63(2), pages 123-173, April.
    8. Aristei, David & Gallo, Manuela, 2019. "Loan loss provisioning by Italian banks: Managerial discretion, relationship banking, functional distance and bank risk," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 238-256.
    9. Elnahass, Marwa & Izzeldin, Marwan & Steele, Gerald, 2018. "Capital and Earnings Management: Evidence from Alternative Banking Business Models," The International Journal of Accounting, Elsevier, vol. 53(1), pages 20-32.
    10. Stefano Azzali & Luca Fornaciari & Tatiana Mazza, 2016. "Income Smoothing via Loan Loss Provision in Credit Cooperative Banks," FINANCIAL REPORTING, FrancoAngeli Editore, vol. 2016(2), pages 33-54.
    11. de Haan, Leo & van Oordt, Maarten R.C., 2018. "Timing of banks’ loan loss provisioning during the crisis," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 293-303.
    12. Diego Prior & Emili Tortosa-Ausina & María Pilar García-Alcober & Manuel Illueca, 2019. "Profit efficiency and earnings quality: Evidence from the Spanish banking industry," Journal of Productivity Analysis, Springer, vol. 51(2), pages 153-174, June.
    13. Jutasompakorn, Pearpilai & Lim, Chu Yeong & Ranasinghe, Tharindra & Ow Yong, Kevin, 2021. "Impact of Basel III on the discretion and timeliness of Banks’ loan loss provisions," Journal of Contemporary Accounting and Economics, Elsevier, vol. 17(2).
    14. Di Fabio, Costanza & Ramassa, Paola & Quagli, Alberto, 2021. "Income smoothing in European banks: The contrasting effects of monitoring mechanisms," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 43(C).
    15. Abdullah Mamun & Md Didarul Alam & George Tannous, 2019. "Did the regulatory changes of 1999 and 2001 affect income smoothing behavior of US banks?," Review of Quantitative Finance and Accounting, Springer, vol. 52(4), pages 1011-1041, May.
    16. Raffaela Casciello & Marco Maffei & David A. Ziebart, 2024. "Regulatory and contextual factors influencing earnings and capital management decisions: evidence from the European banking sector," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 87-146, July.
    17. Hamadi, Malika & Heinen, Andréas & Linder, Stefan & Porumb, Vlad-Andrei, 2016. "Does Basel II affect the market valuation of discretionary loan loss provisions?," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 177-192.
    18. Albulena Shala & Valentin Toçi & Skender Ahmeti, 2020. "Income smoothing through loan loss provisions in south and Eastern European banks," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 429-452.
    19. Emrah Arbak, 2017. "Identifying the provisioning policies of Belgian banks," Working Paper Research 326, National Bank of Belgium.
    20. Manuela M. Dantas & Kenneth J. Merkley & Felipe B. G. Silva, 2023. "Government Guarantees and Banks' Income Smoothing," Papers 2303.03661, arXiv.org.

    More about this item

    Keywords

    Goodhart’s law; Window dressing; Provision coverage ratio; Loan loss provisions; Deregulation; Branching;
    All these keywords.

    JEL classification:

    • 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
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

    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:empfin:v:74:y:2023:i:c:s0927539823001019. 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: http://www.elsevier.com/locate/jempfin .

    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.