IDEAS home Printed from https://ideas.repec.org/a/eee/poleco/v81y2024ics0176268023001283.html
   My bibliography  Save this article

Early warning models for systemic banking crises: Can political indicators improve prediction?

Author

Listed:
  • Huynh, Tran
  • Uebelmesser, Silke

Abstract

This study provides a novel attempt to assess whether an early warning system (EWS) for systemic banking crises can produce better predictions when political indicators are used alongside traditional macro-financial indicators. Based on a dataset covering 32 advanced economies for the period 1975–2017, we show that the inclusion of political indicators significantly improves the predictive performance of the model. Our results suggest several channels, related to the role of constitutions and policy predictability, through which the political environment could affect the stability of a banking system. In particular, we find that majority governments, left-wing governments, and a longer time in office of the executive party are negatively correlated with systemic risk. This is robust to a large number of different specifications. Furthermore, we find that long-established institutional systems and plurality electoral systems (compared to proportional representation systems) are associated with a lower likelihood of crises. At the same time, crises are more likely when the incumbent government represents a nationalist platform.

Suggested Citation

  • Huynh, Tran & Uebelmesser, Silke, 2024. "Early warning models for systemic banking crises: Can political indicators improve prediction?," European Journal of Political Economy, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:poleco:v:81:y:2024:i:c:s0176268023001283
    DOI: 10.1016/j.ejpoleco.2023.102484
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0176268023001283
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ejpoleco.2023.102484?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. Maurice Obstfeld, 2012. "Does the Current Account Still Matter?," American Economic Review, American Economic Association, vol. 102(3), pages 1-23, May.
    2. Florian Haelg & Niklas Potrafke & Jan-Egbert Sturm, 2022. "The determinants of social expenditures in OECD countries," Public Choice, Springer, vol. 193(3), pages 233-261, December.
    3. Mishkin, F S., 2008. "How should we respond to asset price bubbles?," Financial Stability Review, Banque de France, issue 12, pages 65-74, October.
    4. Jesús Fernández-Villaverde & Luis Garicano & Tano Santos, 2013. "Political Credit Cycles: The Case of the Eurozone," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 145-166, Summer.
    5. Brender, Adi & Drazen, Allan, 2005. "Political budget cycles in new versus established democracies," Journal of Monetary Economics, Elsevier, vol. 52(7), pages 1271-1295, October.
    6. Torsten Persson & Guido Tabellini, 2004. "Constitutions and Economic Policy," Journal of Economic Perspectives, American Economic Association, vol. 18(1), pages 75-98, Winter.
    7. Niklas Potrafke, 2010. "Does government ideology influence deregulation of product markets? Empirical evidence from OECD countries," Public Choice, Springer, vol. 143(1), pages 135-155, April.
    8. Torsten Persson & Gérard Roland & Guido Tabellini, 1997. "Separation of Powers and Political Accountability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1163-1202.
    9. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    10. Alessi, Lucia & Detken, Carsten, 2018. "Identifying excessive credit growth and leverage," Journal of Financial Stability, Elsevier, vol. 35(C), pages 215-225.
    11. Hibbs, Douglas A., 1977. "Political Parties and Macroeconomic Policy," American Political Science Review, Cambridge University Press, vol. 71(4), pages 1467-1487, December.
    12. Nicola Persico & Alessandro Lizzeri, 2001. "The Provision of Public Goods under Alternative Electoral Incentives," American Economic Review, American Economic Association, vol. 91(1), pages 225-239, March.
    13. Charles W. Calomiris & Stephen H. Haber, 2015. "Fragile by Design: The Political Origins of Banking Crises and Scarce Credit," Economics Books, Princeton University Press, edition 1, number 10177-2.
    14. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    15. Frankel, Jeffrey, 2010. "Monetary Policy in Emerging Markets," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 25, pages 1439-1520, Elsevier.
    16. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    17. de Haan, Jakob & Sturm, Jan-Egbert, 1994. "Political and Institutional Determinants of Fiscal Policy in the European Community," Public Choice, Springer, vol. 80(1-2), pages 157-172, July.
    18. Alberto Alesina & Nouriel Roubini, 1992. "Political Cycles in OECD Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 663-688.
    19. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    20. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Is the 2007 US Sub-Prime Financial Crisis So Different?: An International Historical Comparison," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 56(3), pages 291-299.
    21. 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.
    22. Ludger Schuknecht, 1996. "Political Business Cycles and Fiscal Policies in Developing Countries," Kyklos, Wiley Blackwell, vol. 49(2), pages 155-170, May.
    23. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    24. Sarlin, Peter, 2013. "On policymakers’ loss functions and the evaluation of early warning systems," Economics Letters, Elsevier, vol. 119(1), pages 1-7.
    25. Alt, James E. & Lowry, Robert C., 1994. "Divided Government, Fiscal Institutions, and Budget Deficits: Evidence from the States," American Political Science Review, Cambridge University Press, vol. 88(4), pages 811-828, December.
    26. Babecký, Jan & Havránek, Tomáš & Matějů, Jakub & Rusnák, Marek & Šmídková, Kateřina & Vašíček, Bořek, 2014. "Banking, debt, and currency crises in developed countries: Stylized facts and early warning indicators," Journal of Financial Stability, Elsevier, vol. 15(C), pages 1-17.
    27. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    28. Funke, Manuel & Schularick, Moritz & Trebesch, Christoph, 2016. "Going to extremes: Politics after financial crises, 1870–2014," European Economic Review, Elsevier, vol. 88(C), pages 227-260.
    29. Andersson, Fredrik NG, 2016. "A Blessing in Disguise? Banking Crises and Institutional Change," World Development, Elsevier, vol. 83(C), pages 135-147.
    30. Sarlin, Peter & von Schweinitz, Gregor, 2021. "Optimizing Policymakers’ Loss Functions In Crisis Prediction: Before, Within Or After?," Macroeconomic Dynamics, Cambridge University Press, vol. 25(1), pages 100-123, January.
    31. Benjamin Born & Gernot J Müller & Moritz Schularick & Petr Sedláček, 2019. "The Costs of Economic Nationalism: Evidence from the Brexit Experiment," The Economic Journal, Royal Economic Society, vol. 129(623), pages 2722-2744.
    32. Demirguc-Kunt, Asli & Detragiache, Enrica, 2002. "Does deposit insurance increase banking system stability? An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 49(7), pages 1373-1406, October.
    33. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    34. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
    35. Daron Acemoglu & James A. Robinson, 2001. "A Theory of Political Transitions," American Economic Review, American Economic Association, vol. 91(4), pages 938-963, September.
    36. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2010. "Parliamentary election cycles and the Turkish banking sector," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2709-2719, November.
    37. Manasse, Paolo & Roubini, Nouriel, 2009. ""Rules of thumb" for sovereign debt crises," Journal of International Economics, Elsevier, vol. 78(2), pages 192-205, July.
    38. Casabianca, Elizabeth Jane & Catalano, Michele & Forni, Lorenzo & Giarda, Elena & Passeri, Simone, 2022. "A machine learning approach to rank the determinants of banking crises over time and across countries," Journal of International Money and Finance, Elsevier, vol. 129(C).
    39. Nguyen, Thanh Cong & Castro, Vítor & Wood, Justine, 2022. "A new comprehensive database of financial crises: Identification, frequency, and duration," Economic Modelling, Elsevier, vol. 108(C).
    40. Mr. Luc Laeven & Mr. Fabian Valencia, 2018. "Systemic Banking Crises Revisited," IMF Working Papers 2018/206, International Monetary Fund.
    41. Detken, Carsten & Weeken, Olaf & Alessi, Lucia & Bonfim, Diana & Boucinha, Miguel & Castro, Christian & Frontczak, Sebastian & Giordana, Gaston & Giese, Julia & Wildmann, Nadya & Kakes, Jan & Klaus, B, 2014. "Operationalising the countercyclical capital buffer: indicator selection, threshold identification and calibration options," ESRB Occasional Paper Series 5, European Systemic Risk Board.
    42. Gries, Thomas & Meierrieks, Daniel, 2013. "Do banking crises cause terrorism?," Economics Letters, Elsevier, vol. 119(3), pages 321-324.
    43. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    44. Helios Herrera & Guillermo Ordoñez & Christoph Trebesch, 2020. "Political Booms, Financial Crises," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 507-543.
    45. Alberto Alesina & Guido Tabellini, 1990. "A Positive Theory of Fiscal Deficits and Government Debt," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(3), pages 403-414.
    46. Mr. Fabian Valencia & Mr. Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 2008/224, International Monetary Fund.
    47. Persson, Torsten & Tabellini, Guido, 1999. "The size and scope of government:: Comparative politics with rational politicians," European Economic Review, Elsevier, vol. 43(4-6), pages 699-735, April.
    48. repec:oup:econjl:v:129:y:2019:i:10:p:2722-2744. is not listed on IDEAS
    49. de Haan, Jakob & Sturm, Jan-Egbert, 1997. "Political and economic determinants of OECD budget deficits and government expenditures: A reinvestigation," European Journal of Political Economy, Elsevier, vol. 13(4), pages 739-750, December.
    50. Kenneth Rogoff & Anne Sibert, 1988. "Elections and Macroeconomic Policy Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(1), pages 1-16.
    51. Alesina, Alberto & Drazen, Allan, 1991. "Why Are Stabilizations Delayed?," American Economic Review, American Economic Association, vol. 81(5), pages 1170-1188, December.
    52. Alessi, Lucia & Detken, Carsten, 2011. "Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity," European Journal of Political Economy, Elsevier, vol. 27(3), pages 520-533, September.
    53. Mian, Atif & Sufi, Amir & Trebbi, Francesco, 2013. "The Political Economy of the Subprime Mortgage Credit Expansion," Quarterly Journal of Political Science, now publishers, vol. 8(4), pages 373-408, October.
    54. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    55. Rochelle M. Edge & Ralf R. Meisenzahl, 2011. "The unreliability of credit-to-GDP ratio gaps in real-time: Implications for countercyclical capital buffers," Finance and Economics Discussion Series 2011-37, Board of Governors of the Federal Reserve System (U.S.).
    56. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    57. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone & Kapetanios, George, 2016. "Comparing logit-based early warning systems: Does the duration of systemic banking crises matter?," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 104-116.
    58. Beni Kouevi-Gath & Pierre-Guillaume Méon & Laurent Weill, 2021. "Do banking crises improve democracy?," Public Choice, Springer, vol. 186(3), pages 413-446, March.
    59. Sergei Guriev & Elias Papaioannou, 2022. "The Political Economy of Populism," Journal of Economic Literature, American Economic Association, vol. 60(3), pages 753-832, September.
    60. Alberto Alesina & Nouriel Roubini & Gerald D. Cohen, 1997. "Political Cycles and the Macroeconomy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262510944, April.
    61. Gian Maria Milesi-Ferretti & Roberto Perotti & Massimo Rostagno, 2002. "Electoral Systems and Public Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 609-657.
    62. Atif Mian & Amir Sufi & Francesco Trebbi, 2014. "Resolving Debt Overhang: Political Constraints in the Aftermath of Financial Crises," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(2), pages 1-28, April.
    63. Jeffrey A. Frankel, 2010. "Monetary Policy in Emerging Markets: A Survey," NBER Working Papers 16125, National Bureau of Economic Research, Inc.
    64. Osterloh, Steffen & Debus, Marc, 2012. "Partisan politics in corporate taxation," European Journal of Political Economy, Elsevier, vol. 28(2), pages 192-207.
    65. Knedlik, Tobias, 2014. "The impact of preferences on early warning systems — The case of the European Commission's Scoreboard," European Journal of Political Economy, Elsevier, vol. 34(C), pages 157-166.
    66. Markus Holopainen & Peter Sarlin, 2017. "Toward robust early-warning models: a horse race, ensembles and model uncertainty," Quantitative Finance, Taylor & Francis Journals, vol. 17(12), pages 1933-1963, December.
    67. Davis, E. Philip & Karim, Dilruba, 2008. "Comparing early warning systems for banking crises," Journal of Financial Stability, Elsevier, vol. 4(2), pages 89-120, June.
    68. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Iyke, Bernard Njindan, 2022. "Geopolitical risk and bank stability," Finance Research Letters, Elsevier, vol. 46(PB).
    69. de Haan, Jakob & Sturm, Jan-Egbert & Beekhuis, Geert, 1999. "The Weak Government Thesis: Some New Evidence," Public Choice, Springer, vol. 101(3-4), pages 163-176, December.
    70. Caroline Rijckeghem & Beatrice Weder, 2009. "Political institutions and debt crises," Public Choice, Springer, vol. 138(3), pages 387-408, March.
    71. Castro, Vítor & Martins, Rodrigo, 2021. "Government ideology and economic freedom," Journal of Comparative Economics, Elsevier, vol. 49(1), pages 73-91.
    72. Frederic S. Mishkin, 1999. "Global Financial Instability: Framework, Events, Issues," Journal of Economic Perspectives, American Economic Association, vol. 13(4), pages 3-20, Fall.
    73. Carl Benedikt Frey & Thor Berger & Chinchih Chen, 2018. "Political machinery: did robots swing the 2016 US presidential election?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 418-442.
    74. Rochelle M. Edge & Ralf R. Meisenzahl, 2011. "The Unreliability of Credit-to-GDP Ratio Gaps in Real Time: Implications for Countercyclical Capital Buffers," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 261-298, December.
    75. 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.
    76. Italo Colantone & Piero Stanig, 2019. "The Surge of Economic Nationalism in Western Europe," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 128-151, Fall.
    77. Jorge M. Streb & Daniel Lema & Gustavo Torrens, 2009. "Checks and Balances on Political Budget Cycles: Cross‐Country Evidence," Kyklos, Wiley Blackwell, vol. 62(3), pages 426-447, August.
    78. Eichler, Stefan & Sobański, Karol, 2016. "National politics and bank default risk in the eurozone," Journal of Financial Stability, Elsevier, vol. 26(C), pages 247-256.
    79. Bussiere, Matthieu & Fratzscher, Marcel, 2006. "Towards a new early warning system of financial crises," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 953-973, October.
    80. Liu, Wai-Man & Ngo, Phong T.H., 2014. "Elections, political competition and bank failure," Journal of Financial Economics, Elsevier, vol. 112(2), pages 251-268.
    81. Azzimonti, Marina & Talbert, Matthew, 2014. "Polarized business cycles," Journal of Monetary Economics, Elsevier, vol. 67(C), pages 47-61.
    82. Klomp, Jeroen & de Haan, Jakob, 2009. "Central bank independence and financial instability," Journal of Financial Stability, Elsevier, vol. 5(4), pages 321-338, December.
    83. Angelopoulos, Konstantinos & Economides, George & Kammas, Pantelis, 2012. "Does cabinet ideology matter for the structure of tax policies?," European Journal of Political Economy, Elsevier, vol. 28(4), pages 620-635.
    84. Marco Arnone & Bernard J Laurens & Jean-François Segalotto & Martin Sommer, 2009. "Central Bank Autonomy: Lessons from Global Trends," IMF Staff Papers, Palgrave Macmillan, vol. 56(2), pages 263-296, June.
    85. Nouriel Roubini & Jeffrey Sachs, 1989. "Government Spending and Budget Deficits in the Industrial Economies," NBER Working Papers 2919, National Bureau of Economic Research, Inc.
    86. Phan, Dinh Hoang Bach & Iyke, Bernard Njindan & Sharma, Susan Sunila & Affandi, Yoga, 2021. "Economic policy uncertainty and financial stability–Is there a relation?," Economic Modelling, Elsevier, vol. 94(C), pages 1018-1029.
    87. Tanaka, Katsuyuki & Kinkyo, Takuji & Hamori, Shigeyuki, 2016. "Random forests-based early warning system for bank failures," Economics Letters, Elsevier, vol. 148(C), pages 118-121.
    88. Carsten Detken & Olaf Weeken & Lucia Alessi & Diana Bonfim & Miguel M. Boucinha & Christian Castro & Sebastian Frontczak & Gaston Giordana & Julia Giese & Nadya Jahn & Jan Kakes & Benjamin Klaus & Jan, 2014. "Operationalising the countercyclical capital buffer: indicator selection, threshold identification and calibration options," ESRB Occasional Paper Series 05, European Systemic Risk Board.
    89. Jorge Streb & Gustavo Torrens, 2013. "Making rules credible: divided government and political budget cycles," Public Choice, Springer, vol. 156(3), pages 703-722, September.
    90. Beutel, Johannes & List, Sophia & von Schweinitz, Gregor, 2019. "Does machine learning help us predict banking crises?," Journal of Financial Stability, Elsevier, vol. 45(C).
    91. William D. Nordhaus, 1975. "The Political Business Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(2), pages 169-190.
    92. Olson, Mancur, 1993. "Dictatorship, Democracy, and Development," American Political Science Review, Cambridge University Press, vol. 87(3), pages 567-576, September.
    93. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2011. "Anchoring Countercyclical Capital Buffers: The role of Credit Aggregates," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 189-240, December.
    94. Kauko, Karlo, 2014. "How to foresee banking crises? A survey of the empirical literature," Economic Systems, Elsevier, vol. 38(3), pages 289-308.
    95. Jackowicz, Krzysztof & Kowalewski, Oskar & Kozłowski, Łukasz, 2013. "The influence of political factors on commercial banks in Central European countries," Journal of Financial Stability, Elsevier, vol. 9(4), pages 759-777.
    96. Hamdaoui, Mekki, 2016. "Are systemic banking crises in developed and developing countries predictable?," Journal of Multinational Financial Management, Elsevier, vol. 37, pages 114-138.
    97. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
    98. Thanh Cong Nguyen & Vítor Castro & Justine Wood, 2022. "Political economy of financial crisis duration," Public Choice, Springer, vol. 192(3), pages 309-330, September.
    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. Casabianca, Elizabeth Jane & Catalano, Michele & Forni, Lorenzo & Giarda, Elena & Passeri, Simone, 2022. "A machine learning approach to rank the determinants of banking crises over time and across countries," Journal of International Money and Finance, Elsevier, vol. 129(C).
    2. Xianglong Liu, 2023. "Towards Better Banking Crisis Prediction: Could an Automatic Variable Selection Process Improve the Performance?," The Economic Record, The Economic Society of Australia, vol. 99(325), pages 288-312, June.
    3. Tölö, Eero, 2020. "Predicting systemic financial crises with recurrent neural networks," Journal of Financial Stability, Elsevier, vol. 49(C).
    4. 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.
    5. Bluwstein, Kristina & Buckmann, Marcus & Joseph, Andreas & Kapadia, Sujit & Şimşek, Özgür, 2023. "Credit growth, the yield curve and financial crisis prediction: Evidence from a machine learning approach," Journal of International Economics, Elsevier, vol. 145(C).
    6. Kauko, Karlo, 2014. "How to foresee banking crises? A survey of the empirical literature," Economic Systems, Elsevier, vol. 38(3), pages 289-308.
    7. Beutel, Johannes & List, Sophia & von Schweinitz, Gregor, 2019. "Does machine learning help us predict banking crises?," Journal of Financial Stability, Elsevier, vol. 45(C).
    8. Beutel, Johannes & List, Sophia & von Schweinitz, Gregor, 2018. "An evaluation of early warning models for systemic banking crises: Does machine learning improve predictions?," Discussion Papers 48/2018, Deutsche Bundesbank.
    9. Alessi, Lucia & Detken, Carsten, 2018. "Identifying excessive credit growth and leverage," Journal of Financial Stability, Elsevier, vol. 35(C), pages 215-225.
    10. Thanh C. Nguyen & Vítor Castro & Justine Wood, 2022. "Political environment and financial crises," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 417-438, January.
    11. Dieckelmann, Daniel, 2020. "Cross-border lending and the international transmission of banking crises," Discussion Papers 2020/13, Free University Berlin, School of Business & Economics.
    12. Hartwig, Benny & Meinerding, Christoph & Schüler, Yves S., 2021. "Identifying indicators of systemic risk," Journal of International Economics, Elsevier, vol. 132(C).
    13. Antunes, António & Bonfim, Diana & Monteiro, Nuno & Rodrigues, Paulo M.M., 2018. "Forecasting banking crises with dynamic panel probit models," International Journal of Forecasting, Elsevier, vol. 34(2), pages 249-275.
    14. Schudel, Willem, 2015. "Shifting horizons: assessing macro trends before, during, and following systemic banking crises," Working Paper Series 1766, European Central Bank.
    15. du Plessis, Emile, 2022. "Multinomial modeling methods: Predicting four decades of international banking crises," Economic Systems, Elsevier, vol. 46(2).
    16. Mathonnat, Clément & Minea, Alexandru, 2018. "Financial development and the occurrence of banking crises," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 344-354.
    17. Hamdaoui, Mekki, 2016. "Are systemic banking crises in developed and developing countries predictable?," Journal of Multinational Financial Management, Elsevier, vol. 37, pages 114-138.
    18. Florian Haelg & Niklas Potrafke & Jan-Egbert Sturm, 2022. "The determinants of social expenditures in OECD countries," Public Choice, Springer, vol. 193(3), pages 233-261, December.
    19. Jon Danielsson & Marcela Valenzuela & Ilknur Zer, 2018. "Learning from History: Volatility and Financial Crises," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2774-2805.
    20. Lanbiao Liu & Chen Chen & Bo Wang, 2022. "Predicting financial crises with machine learning methods," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(5), pages 871-910, August.

    More about this item

    Keywords

    Early warning systems; Systemic banking crises; Vulnerability; Political indicators; Macro-financial indicators;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • G01 - Financial Economics - - General - - - Financial Crises
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

    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:poleco:v:81:y:2024:i:c:s0176268023001283. 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/inca/505544 .

    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.