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Early Warning Indicators for Systemic Banking Crises: Household Debt and Property Prices

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  • Abd Samad, Khairunnisa

    (Faculty of Business Management Universiti Teknologi MARA (UiTM) Melaka Kampus Alor Gajah 78000 Lendu Melaka MALAYSIA)

  • Mohd Daud, Siti Nurazira

    (Faculty of Economics, Finance and Banking UUM College of Business Universiti Utara Malaysia Sintok 06010 Bukit Kayu Hitam Kedah MALAYSIA)

  • Mohd Dali, Nuradli Ridzwan Shah

    (Faculty of Economics and Muamalat Universiti Sains Islam Malaysia (USIM) Bandar Baru Nilai 71800 Nilai Negeri Sembilan MALAYSIA)

Abstract

The 2008 financial crisis was the result of escalating house prices and a hasty increase in household debt. In a sample of 41 advanced and emerging countries, this paper employs a logit estimation model to examine the role of household debt and house price as indicators of systemic banking for the period of 1980 until 2018. The results confirm that a high growth in household debt and house price increase enhances the probability for crises to erupt. While this is a consistent evidence for advanced economies, an observation of emerging economies suggests that only a change in household debt and not a change in house prices may cause banking crises to erupt. Policymakers can thus design predictive EWS models based on the surge in household debt and house prices prior to the crises which would lessen, if not alleviate, the effect of upcoming economic shocks by monitoring the macroeconomic changes.

Suggested Citation

  • Abd Samad, Khairunnisa & Mohd Daud, Siti Nurazira & Mohd Dali, Nuradli Ridzwan Shah, 2020. "Early Warning Indicators for Systemic Banking Crises: Household Debt and Property Prices," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 54(1), pages 121-134.
    • Handle: RePEc:ukm:jlekon:v:54:y:2020:i:1:p:121-134
    DOI: http://dx.doi.org/10.17576/JEM-2020-5401-9
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    as
    1. Cecchetti, Stephen & Kharroubi, Enisse, 2015. "Why does financial sector growth crowd out real economic growth?," CEPR Discussion Papers 10642, C.E.P.R. Discussion Papers.
    2. R. Barrell & D. Karim & C. Macchiarelli, 2020. "Towards an understanding of credit cycles: do all credit booms cause crises?," The European Journal of Finance, Taylor & Francis Journals, vol. 26(10), pages 978-993, July.
    3. Cerutti, Eugenio & Dagher, Jihad & Dell'Ariccia, Giovanni, 2017. "Housing finance and real-estate booms: A cross-country perspective," Journal of Housing Economics, Elsevier, vol. 38(C), pages 1-13.
    4. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    5. Enrique G. Mendoza & Marco E. Terrones, 2008. "An Anatomy Of Credit Booms: Evidence From Macro Aggregates And Micro Data," NBER Working Papers 14049, National Bureau of Economic Research, Inc.
    6. Alessi, Lucia & Detken, Carsten, 2018. "Identifying excessive credit growth and leverage," Journal of Financial Stability, Elsevier, vol. 35(C), pages 215-225.
    7. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2016. "A Simple Model of Subprime Borrowers and Credit Growth," American Economic Review, American Economic Association, vol. 106(5), pages 543-547, May.
    8. 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.
    9. 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.
    10. 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.
    11. Stephen Cecchetti & Madhusudan Mohanty & Fabrizio Zampolli, 2011. "The real effects of debt," BIS Working Papers 352, Bank for International Settlements.
    12. 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.
    13. Stefania Albanesi, 2016. "Credit Growth and the Financial Crisis: A New Narrative," 2016 Meeting Papers 575, Society for Economic Dynamics.
    14. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    15. Babecký, Jan & Havránek, Tomáš & Matějů, Jakub & Rusnák, Marek & Šmídková, Kateřina & Vašíček, Bořek, 2013. "Leading indicators of crisis incidence: Evidence from developed countries," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 1-19.
    16. Virtanen, Timo & Tölö, Eero & Virén, Matti & Taipalus, Katja, 2018. "Can bubble theory foresee banking crises?," Journal of Financial Stability, Elsevier, vol. 36(C), pages 66-81.
    17. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    18. Mr. Fabio Comelli, 2014. "Comparing the Performance of Logit and Probit Early Warning Systems for Currency Crises in Emerging Market Economies," IMF Working Papers 2014/065, International Monetary Fund.
    19. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    20. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    21. Siti Nurazira Mohd Daud & Ainulashikin Marzuki, 2018. "An unobserved component analysis of Malaysia’s house prices," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 12(3), pages 353-376, February.
    22. Charles Goodhart & Boris Hofmann, 2008. "House prices, money, credit, and the macroeconomy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(1), pages 180-205, spring.
    23. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "What caused the Asian currency and financial crisis?," Japan and the World Economy, Elsevier, vol. 11(3), pages 305-373, October.
    24. Jha, Chandan Kumar, 2019. "Financial reforms and corruption: Evidence using GMM estimation," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 66-78.
    25. Demirgüç-Kunt, Asli & Detragiache, Enrica, 2005. "Cross-Country Empirical Studies of Systemic Bank Distress: A Survey," National Institute Economic Review, National Institute of Economic and Social Research, vol. 192, pages 68-83, April.
    26. Lowe, Philip, 2017. "Household debt, housing prices and resilience," Economic Analysis and Policy, Elsevier, vol. 55(C), pages 124-131.
    27. Reinhart, Carmen M. & Rogoff, Kenneth S., 2013. "Banking crises: An equal opportunity menace," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4557-4573.
    28. 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.
    29. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    30. Mr. Subir Lall & Mr. Roberto Cardarelli & Mr. Selim A Elekdag, 2009. "Financial Stress, Downturns, and Recoveries," IMF Working Papers 2009/100, International Monetary Fund.
    31. Yener Coskun & Unal Seven & H. Murat Ertugrul & Ali Alp, 2020. "Housing price dynamics and bubble risk: the case of Turkey," Housing Studies, Taylor & Francis Journals, vol. 35(1), pages 50-86, January.
    32. Andrew F. Haughwout & Donghoon Lee & Joelle Scally & Lauren Thomas & Wilbert Van der Klaauw, 2019. "Trends in household debt and credit," Staff Reports 882, Federal Reserve Bank of New York.
    33. Barrell, Ray & Davis, E. Philip & Karim, Dilruba & Liadze, Iana, 2010. "Bank regulation, property prices and early warning systems for banking crises in OECD countries," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2255-2264, September.
    34. Stockhammer, Engelbert & Wildauer, Rafael, 2018. "Expenditure Cascades, Low Interest Rates or Property Booms? Determinants of Household Debt in OECD Countries," Review of Behavioral Economics, now publishers, vol. 5(2), pages 85-121, September.
    35. Yun K. Kim, 2020. "Household Debt Accumulation and the Great Recession of the United States: A Comparative Perspective," Review of Radical Political Economics, Union for Radical Political Economics, vol. 52(1), pages 26-49, March.
    36. Daniel García, 2020. "Employment in the Great Recession: How Important Were Household Credit Supply Shocks?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(1), pages 165-203, February.
    37. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    38. Bunn, Philip & Rostom, May, 2015. "Household debt and spending in the United Kingdom," Bank of England working papers 554, Bank of England.
    39. Mr. Adrian Alter & Alan Xiaochen Feng & Nico Valckx, 2018. "Understanding the Macro-Financial Effects of Household Debt: A Global Perspective," IMF Working Papers 2018/076, International Monetary Fund.
    40. Hyun Jeong Kim & Jong Chil Son & Myung-Soo Yie, 2017. "House Price Dynamics with Household Debt: The Korean Case-super-," Asian Economic Journal, East Asian Economic Association, vol. 31(1), pages 39-59, March.
    41. Marco Jacopo Lombardi & Madhusudan Mohanty & Ilhyock Shim, 2017. "The real effects of household debt in the short and long run," BIS Working Papers 607, Bank for International Settlements.
    42. Mr. Adrian Alter & Elizabeth M. Mahoney, 2020. "Household Debt and House Prices-at-risk: A Tale of Two Countries," IMF Working Papers 2020/042, International Monetary Fund.
    43. Dagher, Jihad & Kazimov, Kazim, 2015. "Banks׳ liability structure and mortgage lending during the financial crisis," Journal of Financial Economics, Elsevier, vol. 116(3), pages 565-582.
    44. Hanwool Jang & Yena Song & Sungbin Sohn & Kwangwon Ahn, 2018. "Real Estate Soars and Financial Crises: Recent Stories," Sustainability, MDPI, vol. 10(12), pages 1-12, December.
    45. 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.
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