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Keeping up with the Novaks? Income distribution as a determinant of household debt in CESEE

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  • Hake, Mariya
  • Poyntner, Philipp

Abstract

This paper constitutes an initial attempt to shed light on the role of income distribution in household debt and financial market access in Central, Eastern and Southeastern Europe (CESEE). Using household-level data from the OeNB's Euro Survey for the period 2009-2018, we address the question whether interpersonal comparisons ("keeping up with the CESEE Joneses" i.e. "the Novaks") affect the probability of having and planning a loan. Applying multilevel probit modeling to take into account the hierarchical structure of the data, our results support the notion that higher income inequality is negatively correlated with the probability of having a loan at the bottom of the distribution, and positively at the top. We show this impact for almost all components of household debt, but evidence is strongest for mortgage, car and foreign currency loans. Interpersonal comparisons turn out to drive loan intentions, however, mainly on the very top of the income distribution.

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  • Hake, Mariya & Poyntner, Philipp, 2020. "Keeping up with the Novaks? Income distribution as a determinant of household debt in CESEE," BOFIT Discussion Papers 3/2020, Bank of Finland Institute for Emerging Economies (BOFIT).
    • Handle: RePEc:zbw:bofitp:bdp2020_003
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    1. A. B. Atkinson, 2017. "Pareto and the Upper Tail of the Income Distribution in the UK: 1799 to the Present," Economica, London School of Economics and Political Science, vol. 84(334), pages 129-156, April.
    2. AndrewE. Clark & Claudia Senik, 2010. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," Economic Journal, Royal Economic Society, vol. 120(544), pages 573-594, May.
    3. Senik, Claudia, 2009. "Direct evidence on income comparisons and their welfare effects," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 408-424, October.
    4. Sarah Brown & Pulak Ghosh & Karl Taylor, 2016. "Household Finances and Social Interaction: Bayesian Analysis of Household Panel Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 467-488, September.
    5. Hirschman, Albert O., 1973. "The changing tolerance for income inequality in the course of economic development," World Development, Elsevier, vol. 1(12), pages 29-36, December.
    6. David Loschiavo, 2021. "Household debt and income inequality: Evidence from Italian survey data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(1), pages 61-103, March.
    7. Michael Kumhof & Romain Rancière & Pablo Winant, 2015. "Inequality, Leverage, and Crises," American Economic Review, American Economic Association, vol. 105(3), pages 1217-1245, March.
    8. Matteo Iacoviello, 2008. "Household Debt and Income Inequality, 1963–2003," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 929-965, August.
    9. Ireland, Norman J., 1994. "On limiting the market for status signals," Journal of Public Economics, Elsevier, vol. 53(1), pages 91-110, January.
    10. Drechsel-Grau, Moritz & Schmid, Kai D., 2014. "Consumption–savings decisions under upward-looking comparisons," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 254-268.
    11. Thomas Blanchet & Juliette Fournier & Thomas Piketty, 2022. "Generalized Pareto Curves: Theory and Applications," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(1), pages 263-288, March.
    12. Danzer, Alexander M. & Dietz, Barbara & Gatskova, Ksenia & Schmillen, Achim, 2014. "Showing off to the new neighbors? Income, socioeconomic status and consumption patterns of internal migrants," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 230-245.
    13. Yuriy Gorodnichenko & Marianna Kudlyak & John Mondragon & Olivier Coibion, 2014. "Does Greater Inequality Lead to More Household Borrowing? New Evidence from Household Data," 2014 Meeting Papers 402, Society for Economic Dynamics.
    14. Rémi Bazillier & Jérôme Hericourt, 2017. "The Circular Relationship Between Inequality, Leverage, And Financial Crises," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 463-496, April.
    15. Mariya Hake & Philipp Poyntner, 2019. "Household loans in CESEE from a new perspective: the role of income distribution," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q2/19, pages 75-93.
    16. Ori Heffetz, 2011. "A Test of Conspicuous Consumption: Visibility and Income Elasticities," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1101-1117, November.
    17. Michael Kumhof & Romain Rancière & Pablo Winant, 2015. "Inequality, Leverage, and Crises," Post-Print halshs-01511070, HAL.
    18. Senik, Claudia, 2004. "When information dominates comparison: Learning from Russian subjective panel data," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2099-2123, August.
    19. Stefan Jestl, 2019. "The Impact of Income Inequality on Household Indebtedness in Euro Area Countries," wiiw Working Papers 173, The Vienna Institute for International Economic Studies, wiiw.
    20. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    21. Albert O. Hirschman & Michael Rothschild, 1973. "The Changing Tolerance for Income Inequality in the Course of Economic DevelopmentWith A Mathematical Appendix," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(4), pages 544-566.
    22. Angelica Salvi del Pero & Willem Adema & Valeria Ferraro & Valérie Frey, 2016. "Policies to promote access to good-quality affordable housing in OECD countries," OECD Social, Employment and Migration Working Papers 176, OECD Publishing.
    23. Olivier Coibion & Yuriy Gorodnichenko & Marianna Kudlyak & John Mondragon, 0. "Greater Inequality and Household Borrowing: New Evidence from Household Data," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 2922-2971.
    24. Paul Eckerstorfer & Johannes Halak & Jakob Kapeller & Bernhard Schütz & Florian Springholz & Rafael Wildauer, 2016. "Correcting for the Missing Rich: An Application to Wealth Survey Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 605-627, December.
    25. Apostolos Fasianos & Hamid Raza & Stephen Kinsella, 2017. "Exploring the link between household debt and income inequality: an asymmetric approach," Applied Economics Letters, Taylor & Francis Journals, vol. 24(6), pages 404-409, March.
    26. Michael D. Carr & Arjun Jayadev, 2015. "Relative Income and Indebtedness: Evidence from Panel Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(4), pages 759-772, December.
    27. Christian Alexander Belabed & Mariya Hake, 2018. "Income inequality and trust in national governments in Central, Eastern and Southeastern Europe," Working Papers 222, Oesterreichische Nationalbank (Austrian Central Bank).
    28. Mian, Atif & Sufi, Amir, 2015. "House of Debt," University of Chicago Press Economics Books, University of Chicago Press, number 9780226271651, September.
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    1. Matthias Enzinger & Melanie Koch & Aleksandra Riedl, 2022. "Financial vulnerabilities and debt at risk of CESEE borrowers: a cross-country analysis," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 44, pages 25-44.

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    More about this item

    Keywords

    household loans; relative income; income distribution; multilevel models; CESEE;
    All these keywords.

    JEL classification:

    • G0 - Financial Economics - - General
    • D1 - Microeconomics - - Household Behavior
    • D3 - Microeconomics - - Distribution

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