IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v63y2023i1p537-554.html
   My bibliography  Save this article

Dodd–Frank's impact on community‐bank investment models: A Bayesian structural time series analysis

Author

Listed:
  • Yen Teik Lee
  • Gary L. Caton
  • Edward N. Gamble
  • Francis Kerins

Abstract

We use Bayesian structural time series (BSTS) methodology to test whether the Wall Street Reform and Consumer Protection Act of 2010 (DF) caused changes in community bank business models. The BSTS methodology uses the pre‐DF period to create synthetic counterfactuals for community‐bank dependent variables of interest. In the post‐DF period, the counterfactuals become predictions of the dependent variables had DF not been enacted. Comparing post‐DF predicted versus actual dependent variables allows us to estimate the causal impact of DF on these variables of interest. We find that relative to assets, community banks significantly reduce their lending activities and significantly increase investment in securities and excess reserves.

Suggested Citation

  • Yen Teik Lee & Gary L. Caton & Edward N. Gamble & Francis Kerins, 2023. "Dodd–Frank's impact on community‐bank investment models: A Bayesian structural time series analysis," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 537-554, March.
    • Handle: RePEc:bla:acctfi:v:63:y:2023:i:1:p:537-554
    DOI: 10.1111/acfi.13016
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.13016
    Download Restriction: no
    File URL: https://libkey.io/10.1111/acfi.13016?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. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    2. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    3. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    4. Itamar Drechsler & Alexi Savov & Philipp Schnabl, 2021. "Banking on Deposits: Maturity Transformation without Interest Rate Risk," Journal of Finance, American Finance Association, vol. 76(3), pages 1091-1143, June.
    5. Anginer, Deniz & Demirguc-Kunt, Asli & Huizinga, Harry & Ma, Kebin, 2013. "How does corporate governance affect bank capitalization strategies ?," Policy Research Working Paper Series 6636, The World Bank.
    6. Gissler, Stefan & Oldfather, Jeremy & Ruffino, Doriana, 2016. "Lending on hold: Regulatory uncertainty and bank lending standards," Journal of Monetary Economics, Elsevier, vol. 81(C), pages 89-101.
    7. Samuel G. Hanson & Anil K. Kashyap & Jeremy C. Stein, 2011. "A Macroprudential Approach to Financial Regulation," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 3-28, Winter.
    8. Gamble, Edward & Caton, Gary & Aujogue, Kelig & Lee, Yen Teik, 2020. "Problems with crisis intervention: When the government wants to restrain big banks but punishes small businesses instead," Journal of Business Venturing Insights, Elsevier, vol. 14(C).
    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. Mr. Selim A Elekdag & Sheheryar Malik & Ms. Srobona Mitra, 2019. "Breaking the Bank? A Probabilistic Assessment of Euro Area Bank Profitability," IMF Working Papers 2019/254, International Monetary Fund.
    2. Velasco, Pilar, 2022. "Is bank diversification a linking channel between regulatory capital and bank value?," The British Accounting Review, Elsevier, vol. 54(4).
    3. Adhikari, Binay Kumar & Agrawal, Anup, 2016. "Does local religiosity matter for bank risk-taking?," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 272-293.
    4. Golbabaei, Ali & Botshekan, Mahmoud, 2022. "The capital ratio and the interest rate spread: A panel threshold regression approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 289-302.
    5. Holod, Dmytro & Torna, Gökhan, 2018. "Do community banks contribute to international trade? Evidence from U.S. Data," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 185-204.
    6. Payam Hanafizadeh & Seyedali Marjaie, 2020. "Trends and turning points of banking: a timespan view," Review of Managerial Science, Springer, vol. 14(6), pages 1183-1219, December.
    7. Bouwman, Christa H. S., 2013. "Liquidity: How Banks Create It and How It Should Be Regulated," Working Papers 13-32, University of Pennsylvania, Wharton School, Weiss Center.
    8. Hassan, M. Kabir & Karim, M. Sydul & Lawrence, Shari & Risfandy, Tastaftiyan, 2022. "Weathering the COVID-19 storm: The case of community banks," Research in International Business and Finance, Elsevier, vol. 60(C).
    9. Bedayo, Mikel & Estrada, Ángel & Saurina, Jesús, 2020. "Bank capital, lending booms, and busts: Evidence from Spain over the last 150 years," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 1(1).
    10. Klein, Paul-Olivier & Turk-Ariss, Rima, 2022. "Bank capital and economic activity," Journal of Financial Stability, Elsevier, vol. 62(C).
    11. Karakaplan, Mustafa U., 2021. "This time is really different: The multiplier effect of the Paycheck Protection Program (PPP) on small business bank loans," Journal of Banking & Finance, Elsevier, vol. 133(C).
    12. Nicolas Soenen & Rudi Vander Vennet, 2020. "ECB Monetary Policy and Bank Default Risk," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 20/997, Ghent University, Faculty of Economics and Business Administration.
    13. Faisal Abbas & Shoaib Ali & Imran Yousaf & Wing-Keung Wong, 2021. "Dynamics of Funding Liquidity and Risk-Taking: Evidence from Commercial Banks," JRFM, MDPI, vol. 14(6), pages 1-16, June.
    14. Huang, Qiubin & de Haan, Jakob & Scholtens, Bert, 2020. "Does bank capitalization matter for bank stock returns?," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    15. Dung V. Tran & M. Kabir Hassan & Isabelle Girerd‐Potin & Pascal Louvet, 2020. "Activity Strategies, Agency Problems, And Bank Risk," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(3), pages 575-613, August.
    16. Boulanouar, Zakaria & Alqahtani, Faisal & Hamdi, Besma, 2021. "Bank ownership, institutional quality and financial stability: evidence from the GCC region," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    17. Kapoor, Supriya & Peia, Oana, 2021. "The impact of quantitative easing on liquidity creation," Journal of Banking & Finance, Elsevier, vol. 122(C).
    18. Harry Huizinga & Luc Laeven, 2019. "The Procyclicality of Banking: Evidence from the Euro Area," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(3), pages 496-527, September.
    19. Boubakri, Narjess & Mirzaei, Ali & Samet, Anis, 2017. "National culture and bank performance: Evidence from the recent financial crisis," Journal of Financial Stability, Elsevier, vol. 29(C), pages 36-56.
    20. Berger, Allen N. & Boot, Arnoud W.A., 2024. "Financial intermediation services and competition analyses: Review and paths forward for improvement," Journal of Financial Intermediation, Elsevier, vol. 57(C).

    More about this item

    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:bla:acctfi:v:63:y:2023:i:1:p:537-554. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaanzea.html .

    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.