IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v54y2022i52p6054-6064.html

What drives the expansion of research on banking crises? Cross-country evidence

Author

Listed:
  • Massimiliano Caporin
  • Mikhail Stolbov
  • Maria Shchepeleva

Abstract

This article aims to identify the factors which promote research activity on banking crises in the cross-country framework during the period 2014–2020. Building on the population-adjusted country-level publication data from the Scopus and Web of Science databases and applying Bayesian model averaging (BMA) and least absolute shrinkage and selection operator (LASSO), we conduct an open search for such factors out of 23 candidate predictors. A higher level of bank concentration appears to be the most significant factor motivating research on banking crises. It is robust with respect to both bibliographic databases and variable selection methods used. Based only on the Scopus data, GDP per capita and the peak ratio of non-performing loans to total loans during the latest banking crisis experienced by a country also increase the number of published studies on banking crises.

Suggested Citation

  • Massimiliano Caporin & Mikhail Stolbov & Maria Shchepeleva, 2022. "What drives the expansion of research on banking crises? Cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 54(52), pages 6054-6064, November.
  • Handle: RePEc:taf:applec:v:54:y:2022:i:52:p:6054-6064
    DOI: 10.1080/00036846.2022.2056130
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2022.2056130
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2022.2056130?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Kocher, Martin G. & Luptacik, Mikulas & Sutter, Matthias, 2006. "Measuring productivity of research in economics: A cross-country study using DEA," Socio-Economic Planning Sciences, Elsevier, vol. 40(4), pages 314-332, December.
    2. Konstantinos Chatzimichael & Pantelis Kalaitzidakis & Vangelis Tzouvelekas, 2017. "Measuring the publishing productivity of economics departments in Europe," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(2), pages 889-908, November.
    3. 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.
    4. Currie, Russell R. & Pandher, Gurupdesh S., 2020. "Finance journal rankings: Active scholar assessment revisited," Journal of Banking & Finance, Elsevier, vol. 111(C).
    5. Luc Laeven, 2011. "Banking Crises: A Review," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 17-40, December.
    6. Mohamed Sami Ben Ali & Timoumi Intissar & Rami Zeitun, 2018. "Banking Concentration and Financial Stability. New Evidence from Developed and Developing Countries," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 44(1), pages 117-134, January.
    7. Samangi Bandaranayake & Kuntal K. Das & Robert W. Reed, 2020. "Another Look At ‘Bank Competition And Financial Stability: Much Ado About Nothing’?," Journal of Economic Surveys, Wiley Blackwell, vol. 34(2), pages 344-371, April.
    8. Susan Athey & Guido W. Imbens, 2019. "Machine Learning Methods That Economists Should Know About," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 685-725, August.
    9. Mekki Hamdaoui, 2017. "Financial liberalization and systemic banking crises: A meta-analysis," International Economics, CEPII research center, issue 152, pages 26-54.
    10. Tonzer Lena, 2019. "Elevated Uncertainty during the Financial Crisis: Do Effects on Subjective Well-Being Differ across European Countries?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(2), pages 1-15, April.
    11. Asli Demirguc-Kunt & Edward J. Kane & Luc Laeven, 2014. "Deposit Insurance Database," NBER Working Papers 20278, National Bureau of Economic Research, Inc.
    12. Philip E. Strahan, 2013. "Too Big to Fail: Causes, Consequences, and Policy Responses," Annual Review of Financial Economics, Annual Reviews, vol. 5(1), pages 43-61, November.
    13. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    14. Robert Cull & Maria Soledad Martinez Peria & Jeanne Verrier, 2017. "Bank Ownership: Trends and Implications," IMF Working Papers 2017/060, International Monetary Fund.
    15. Jacob Kleinow & Andreas Horsch & Mario Garcia-Molina, 2017. "Factors driving systemic risk of banks in Latin America," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(2), pages 211-234, April.
    16. Zhenpeng Tang & Tingting Zhang & Chongshan Liu & Junchuan Wu, 2021. "A scientometric review on literature of macroprudential policy," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 34(1), pages 1498-1519, January.
    17. Johan Christensen, 2018. "Economic knowledge and the scientization of policy advice," Policy Sciences, Springer;Society of Policy Sciences, vol. 51(3), pages 291-311, September.
    18. Moratis, Georgios & Sakellaris, Plutarchos, 2021. "Measuring the systemic importance of banks," Journal of Financial Stability, Elsevier, vol. 54(C).
    19. Laeven, Luc & Valencia, Fabian, 2020. "Systemic Banking Crises Database: A Timely Update in COVID-19 Times," CEPR Discussion Papers 14569, Centre for Economic Policy Research.
    20. Bajo, Emanuele & Barbi, Massimiliano & Hillier, David, 2020. "Where should I publish to get promoted? A finance journal ranking based on business school promotions," Journal of Banking & Finance, Elsevier, vol. 114(C).
    21. Horváth, Roman & Vaško, Dan, 2016. "Central bank transparency and financial stability," Journal of Financial Stability, Elsevier, vol. 22(C), pages 45-56.
    22. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    23. Gökçe Candan, 2020. "Efficiency and performance analysis of economics research using hesitant fuzzy AHP and OCRA methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2645-2659, September.
    24. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    25. Alberto Montagnoli & Mirko Moro, 2018. "The Cost of Banking Crises: New Evidence from Life Satisfaction Data," Kyklos, Wiley Blackwell, vol. 71(2), pages 279-309, May.
    26. Kauko, Karlo, 2014. "How to foresee banking crises? A survey of the empirical literature," Economic Systems, Elsevier, vol. 38(3), pages 289-308.
    27. Marc Dobler & Marina Moretti & Alvaro Piris, 2021. "Confronting Banking Crises: Lessons from the Field," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 179-199, November.
    28. Beck, Thorsten & De Jonghe, Olivier & Mulier, Klaas, 2017. "Bank sectoral concentration and (systemic) risk: Evidence from a worldwide sample of banks," CEPR Discussion Papers 12009, Centre for Economic Policy Research.
    29. N. Nergiz Dincer & Barry Eichengreen, 2014. "Central Bank Transparency and Independence: Updates and New Measures," International Journal of Central Banking, International Journal of Central Banking, vol. 10(1), pages 189-259, March.
    30. Diana Zigraiova & Tomas Havranek, 2016. "Bank Competition And Financial Stability: Much Ado About Nothing?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 944-981, December.
    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. Mathonnat, Clément & Williams, Benjamin, 2020. "Does more finance mean more inequality in times of crisis?," Economic Systems, Elsevier, vol. 44(4).
    2. Simona Malován & Jan Janků & Martin Hodula, 2025. "Macroprudential Policy and Income Inequality: The Trade-Off Between Crisis Prevention and Credit Redistribution," International Journal of Central Banking, International Journal of Central Banking, vol. 21(4), pages 249-349, October.
    3. Fendel Ralf & Stremmel Hanno, 2016. "Characteristics of Banking Crises: A Comparative Study with Geographical Contagion," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(3), pages 349-388, May.
    4. Sophie-Charlotte Klose & Johannes Lederer, 2020. "A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics," Papers 2006.12296, arXiv.org, revised Jun 2020.
    5. Hurmeranta, Risto & Lyytikäinen, Teemu, 2025. "Nominal Loss Aversion in the Housing Market and Household Mobility," Working Papers 178, VATT Institute for Economic Research.
    6. E. Philip Davis & Dilruba Karim & Dennison Noel, 2025. "The determination of bank interest rate margins: Is there a role for macroprudential policy?," Journal of Banking Regulation, Palgrave Macmillan, vol. 26(3), pages 433-463, September.
    7. Barzin,Samira & Avner,Paolo & Maruyama Rentschler,Jun Erik & O’Clery,Neave, 2022. "Where Are All the Jobs ? A Machine Learning Approach for High Resolution Urban Employment Prediction inDeveloping Countries," Policy Research Working Paper Series 9979, The World Bank.
    8. Rama K. Malladi, 2024. "Benchmark Analysis of Machine Learning Methods to Forecast the U.S. Annual Inflation Rate During a High-Decile Inflation Period," Computational Economics, Springer;Society for Computational Economics, vol. 64(1), pages 335-375, July.
    9. Jakubik, Petr & Moinescu, Bogdan Gabriel, 2025. "Where to draw the line in prudential policy? Insights into banking stability and risk tolerance," Finance Research Letters, Elsevier, vol. 82(C).
    10. Abayomi Oredegbe, 2022. "Competition and Banking Industry Stability: How Do BRICS and G7 Compare?," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 21(1), pages 7-31, March.
    11. Eberhardt, Markus & Presbitero, Andrea F., 2021. "Commodity prices and banking crises," Journal of International Economics, Elsevier, vol. 131(C).
    12. Mona Aghdaee & Bonny Parkinson & Kompal Sinha & Yuanyuan Gu & Rajan Sharma & Emma Olin & Henry Cutler, 2022. "An examination of machine learning to map non‐preference based patient reported outcome measures to health state utility values," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1525-1557, August.
    13. Lily Davies & Mark Kattenberg & Benedikt Vogt, 2023. "Predicting Firm Exits with Machine Learning: Implications for Selection into COVID-19 Support and Productivity Growth," CPB Discussion Paper 444, CPB Netherlands Bureau for Economic Policy Analysis.
    14. policy, Work stream on macroprudential & Albertazzi, Ugo & Martin, Alberto & Assouan, Emmanuelle & Tristani, Oreste & Galati, Gabriele & Vlassopoulos, Thomas, 2021. "The role of financial stability considerations in monetary policy and the interaction with macroprudential policy in the euro area," Occasional Paper Series 272, European Central Bank.
    15. Jung, Alexander & Romelli, Davide & Farvaque, Etienne, 2025. "Do central bank reforms lead to more monetary discipline?," Working Paper Series 3049, European Central Bank.
    16. Robert Stewart & Murshed Chowdhury, 2025. "How does institutional quality respond to banking crises occurrences?," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 72(2), pages 1-40, December.
    17. Avril, Pauline & Levieuge, Grégory & Turcu, Camelia, 2025. "Natural disasters and financial stress: can macroprudential regulation tame green swans?," Journal of International Money and Finance, Elsevier, vol. 154(C).
    18. Thornton, John & Vasilakis, Chrysovalantis, 2023. "Bank regulations and surges and stops in credit: Panel evidence," Journal of Financial Stability, Elsevier, vol. 67(C).
    19. Salma Gallas & Houssam Bouzgarrou & Montassar Zayati, 2024. "Balancing financial stability and economic growth: a comprehensive analysis of macroprudential regulation," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(4), pages 1005-1033, December.

    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:taf:applec:v:54:y:2022:i:52:p:6054-6064. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.