Household debt persistence and its drivers: Evidence from cross-country growth heterogeneity
References
- Abd Samad, K., Daud, S. N. M., & Dali, N. R. S. M. (2020). Determinants of household debt in emerging economies: A macro panel analysis. Cogent Business & Management, 7(1), 1831765. https://doi.org/10.1080/23311975.2020.1831765
- Abd Samad, K., Idris, N. H., Abd Rahman, N. H., Abdullah Sani, A., & Mohd Soffian Lee, U. H. (2023). Systematic literature review on the macroeconomic factors of household debt. In A. H. Jaaffar, S. Buniamin, N. R. A. Rahman, N. S. Othman, N. Mohammad, S. Kasavan, N. E. A. B. Mohamad, Z. M. Saad, F. A. Ghani, & Redzuan, N. I. N. (Eds.), Accelerating transformation towards sustainable and resilient business: Lessons learned from the COVID-19 crisis, vol 1: European proceedings of finance and economics (pp. 207–223). European Publisher. https://doi.org/10.15405/epfe.23081.18
- Acuña, G., Echeverría, C., & Pinto-Gutiérrez, C. (2020). Consumer confidence and consumption: Empirical evidence from Chile. International Review of Applied Economics, 34(1), 75–93. https://doi.org/10.1080/02692171.2019.1645816
- Ando, A., & Modigliani, F. (1963). The “life cycle” hypothesis of saving: Aggregate implications and tests. The American Economic Review, 53(1), 55–84.
- Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968
- Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D
- Augustyniak, H., Łaszek, J., Olszewski, K., & Waszczuk, J. (2013). To rent or to buy— analysis of housing tenure choice determined by housing policy. NBP Working Paper, 164. https://static.nbp.pl/publikacje/materialy-i-studia/164_en.pdf
- Aziz, A. R., Israr, S., Amin, S., Ashraf, B., & Tahir, H. bin. (2024). The role of various factors in accumulation of household debt on OECD countries. Bulletin of Business and Economics, 13(3), 403–412. https://doi.org/10.61506/01.00513
- Balcılar, M., Usman, O., Yülek, M., Ağan, B., & Erdal, B. (2024). House price connectedness and consumer sentiment in an era of destabilizing macroeconomic conditions: Empirical evidence from Türkiye. Borsa Istanbul Review, 24(1), 14–34. https://doi.org/10.1016/j.bir.2023.08.006
- Banti, Ch., & Phylaktis, K. (2025). Are institutional investors the culprit of rising global house prices? Real Estate Economics, 53(2), 210–265. https://doi.org/10.1111/1540-6229.12514
- Barbaglia, L, Manzan S., & Tosetti, E. (2024). Household debt and economic growth in Europe. Macroeconomic Dynamics, 29, 1-19. https://doi.org/10.1017/S1365100524000117
- Biddle, N. (2021). Behavioural economics and the COVID-induced education crisis. OECD Education Working Papers, 254. https://www.oecd.org/en/publications/behavioural-economics-and-the-covid-induced-education-crisis_eba2b867-en.html
- Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
- Borowski, J., Jaworski, K., & Olipra, J. (2017). Economic, institutional and socio-cultural determinants of consumer credit in the context of monetary integration. NBP Working Paper, 254. https://static.nbp.pl/publikacje/materialy-i-studia/254_en.pdf
- Campelo, A., Seda Bittencourt, V., & Malgarini, M. (2020). Consumers confidence and households consumption in Brazil: Evidence from the FGV survey. Journal of Business Cycle Research, 16(1), 19–34. https://doi.org/10.1007/s41549-020-00042-2
- Cannito, L., Anzani, S., Bortolotti, A., Palumbo, R., Ceccato, I., Di Crosta, A., Di Domenico, A., & Palumbo, R. (2021). Temporal discounting of money and face masks during the COVID-19 pandemic: The role of hoarding level. Frontiers in Psychology, 12, 642102. https://doi.org/10.3389/fpsyg.2021.642102
- Chirumbolo, A., Callea, A., & Urbini, F. (2021). The effect of job insecurity and life uncertainty on everyday consumptions and broader life projects during COVID-19 pandemic. International Journal of Environmental Research and Public Health, 18(10), 5363. https://doi.org/10.3390/ijerph18105363
- Chua, C. L., & Tsiaplias, S. (2009). Can consumer sentiment and its components forecast Australian GDP and consumption? Journal of Forecasting, 28(8), 698–711. https://doi.org/10.1002/for.1120
- Coletta, M., De Bonis, R., & Piermattei, S. (2019). Household debt in OECD countries: The role of supply-side and demand-side factors. Social Indicators Research, 143(3), 1185–1217. https://doi.org/10.1007/s11205-018-2024-y
- Comelli, M. (2021). The impact of welfare on household debt. Sociological Spectrum, 41(2), 154–176. https://doi.org/10.1080/02732173.2021.1875088
- Cynamon, B. Z., & Fazzari, S. M. (2008). Household debt in the consumer age: Source of growth—risk of collapse. Capitalism and Society, 3(2), 1–32. https://doi.org/10.2202/1932-0213.1037
- Demertzis, M., Domínguez-Jiménez, M., & Lusardi, A. (2020). The financial fragility of European households in the time of COVID-19. Policy Contribution, 15, 1–16. Demirel, S. K., & Seyfettin, A. (2017). The causality relationships between economic confidence and fundamental macroeconomic indicators: Empirical evidence from selected European Union countries. International Journal of Economics and Financial Issues, 7, 417–424.
- Di Crosta, A., Ceccato, I., Marchetti, D., La Malva, P., Maiella, R., Cannito, L., Cipi, M., Mammarella, N., Palumbo, R., Verrocchio, M. C., Palumbo, R., & Di Domenico, A. (2021). Psychological factors and consumer behavior during the COVID-19 pandemic. PLoS ONE, 16(8), e0256095. https://doi.org/10.1371/journal.pone.0256095
- Dumitrescu, B. A., Enciu, A., Hândoreanu, C. A., Obreja, C., & Blaga, F. (2022). Macroeconomic determinants of household debt in OECD countries. Sustainability, 14(7), 3977. https://doi.org/10.3390/su14073977
- Eerola, E., Lyytikäinen, T., & Ramboer, S. (2022). The impact of mortgage regulation on homeownership and household leverage: Evidence from Finland’s LTV reform. Working Papers, 148. https://www.doria.fi/bitstream/handle/10024/185948/vatt-working-papers-148-the-impact-of-mortgage-regulation-on-homeownership-and-household-leverage--evidence-from-finlands-ltv-reform.pdf
- Emiris, M., & Koulischer, F. (2023). Low interest rates and the distribution of household debt. National Bank of Belgium Working Paper, 398. https://doi.org/10.2139/ssrn.3805839
- Farinha, L. (2003, June). The effect of demographic and socioeconomic factors on households’ indebtedness. Bank of Portugal. Banco de Portugal: Economic Bulletin. https://www.bportugal.pt/sites/default/files/anexos/papers/ab200305_e.pdf
- Friedman, M. A. (1957). Theory of the consumption function. Princeton University Press.
- Frigerio, M., Ottaviani, C., & Vandone, D. (2020). A meta-analytic investigation of consumer over-indebtedness: The role of impulsivity. International Journal of Consumer Studies, 44(4), 328–342. https://doi.org/10.1111/ijcs.12570
- Gholipour, H. F., Tajaddini, R., & Farzanegan, M. R. (2023). Governments’ economic support for households during the COVID-19 pandemic and consumer confidence. Empirical Economics, 65, 1253–1272. https://doi.org/10.1007/s00181-023-02367-0
- Gric, Z., Ehrenbergerova, D., & Hodula, M. (2022). The power of sentiment: Irrational beliefs of households and consumer loan dynamics. Journal of Financial Stability, 59, 100973 https://doi.org/10.1016/j.jfs.2022.100973
- Guo, H., Zhang, Y., Peng, Y., Luo, T., & Wang, H. (2022). Does COVID-19 affect household financial behaviors? Fresh evidence from China. Sage Open, 12(3). https://doi.org/10.1177/21582440221119481
- Ho, C., Yusof, J. M., & Mainal, S. A. (2016). Household debt, macroeconomic fundamentals and household characteristics in Asian developed and developing countries. Social Sciences, 11(18), 4358–4362.
- Hu, B. (2024). In the red: How bank concentration fuels debt burden for households, 1995–2019. https://doi.org/10.31235/osf.io/fx2tu
- Iacoviello, M. (2008). Household debt and income inequality, 1963–2003. Journal of Money, Credit and Banking, 40(5), 929–965. https://doi.org/10.1111/j.1538-4616.2008.00142.x
- Johnston, A., Fuller, G. W., & Regan, A. (2020). It takes two to tango: mortgage markets, labor markets and rising household debt in Europe. Review of International Political Economy, 28(4), 843–873. https://doi.org/10.1080/09692290.2020.1745868
- Karkowska, R., Korzeb, Z., Matysek-Jędrych, A., & Niedziółka, P. (2023). Banking, risk and crises in Europe. From the global financial crisis to COVID-19. Routledge.
- Khan, H., Rouillard, J. F., & Upadhayaya, S. (2026). Consumer confidence and household investment. Economic Inquiry, 64(2), 641–662. https://doi.org/10.1111/ecin.70029
- Kim, M. (2025). The impact of demographic change on household debt. Korea Development Institute (KDI) Research Paper Series, 143. https://www.kdi.re.kr/eng/research/focusView?pub_no=18975
- Kłopocka, A. M. (2017). Does consumer confidence forecast household saving and borrowing behavior? Evidence for Poland. Social Indicators Research, 133, 693–717. https://doi.org/10.1007/s11205-016-1376-4
- Kłopocka, A. M., & Gorska, R. (2021). Forecasting household saving rate with consumer confidence indicator and its components: Panel data analysis of 14 European countries. European Research Studies Journal, 24(3), 874–898. https://doi.org/10.35808/ersj/2389
- Kurowski, Ł., & Malinowska-Misiąg, E. (2024). Households’ borrowing intentions during the COVID-19 crisis: The role of financial literacy. Journal of Banking and Financial Economics, 17, 98–113. https://press.wz.uw.edu.pl/cgi/viewcontent.cgi?article=1020&context=jbfe
- Lamdin, D. J. (2008). Does consumer sentiment foretell revolving credit use? Journal of Family and Economic Issues, 29(2), 279–288.
- Long, T., & Feng, L. (2024). Aging, low fertility and household debt risk. International Review of Economics & Finance, 95, 103454. https://doi.org/10.1016/j.iref.2024.103454
- Mamatzakis, E. C., Ongena, S., & Tsionas, M. G. (2023). The response of household debt to COVID-19 using a neural networks VAR in OECD. Empirical Economics, 65, 65–91. https://doi.org/10.1007/s00181-022-02325-2
- Marire, J. (2024). Interactive influence of house prices and the repo rate on household debt in South Africa. Journal of Economic Analysis, 3(1), 58–78. https://doi.org/10.58567/jea03010003
- Matošec, M., & Obuljen Zoričić, Z. (2019). Identifying the interdependence between consumer confidence and macroeconomic developments in Croatia. Interdisciplinary Description of Complex Systems, 17(2-B), 345–354. https://doi.org/10.7906/indecs.17.2.10
- Meng, S., Hoang, T. N., & Siriwardana, M. (2013). The determinants of Australia household debt: A macro level study. Journal of Asian Economics, 29, 80–90. https://doi.org/10.1016/j.asieco.2013.08.008
- Modigliani, F., & Brumberg, R. (1954). Utility analysis and the consumption function: An interpretation of cross-section data. In K. K. Kurihara (Ed.), Post Keynesian economics (pp. 388–436). Rutgers University Press.
- Moore, G. L., & Stockhammer, E. (2018). The drivers of household indebtedness reconsidered: An empirical evaluation of competing arguments on the macroeconomic determinants of household indebtedness in OECD countries. Journal of Post Keynesian Economics, 41(4), 547–577. https://doi.org/10.1080/01603477.2018.1486207
- Mynaříková, L., & Pošta, V. (2023). The effect of consumer confidence and subjective well-being on consumers’ spending behavior. Journal of Happiness Studies, 24, 429–445. https://doi.org/10.1007/s10902-022-00603-5
- Nigatu, Y. T., Elton-Marshall, T., & Hamilton, H. A. (2022). Changes in household debt due to COVID-19 and mental health concerns among adults in Ontario, Canada. International Journal of Social Psychiatry, 69(3), 774–783. https://doi.org/10.1177/00207640221136795
- Nofsinger, J. R. (2012). Household behavior and boom/bust cycles. Journal of Financial Stability, 8(3), 161–173. https://doi.org/10.1016/j.jfs.2011.05.004
- Nowzohour, L., & Stracca, L. (2017). More than a feeling: Confidence, uncertainty and macroeconomic fluctuations. ECB Working Paper, 2100. https://www.ecb.europa.eu/pub/pdf/scpwps/ecb.wp2100.en.pdf
- OECD. (n.d.). Household debt (indicator). https://data-viewer.oecd.org/?char-tId=6f87d508-0b40-4ca3-b10e-0428665811ca
- Pan, W. F. (2023). Household debt in the times of populism. Journal of Economic Behavior & Organization, 205, 202–215. https://doi.org/10.1016/j.jebo.2022.11.012
- Piovarci, V. (2021). The effect of socio-economic and demographic factors on household indebtedness: Evidence from Slovakia. Economic Review, 50(2), 181–201. https://euba.sk/www_write/files/SK/ekonomicke-rozhlady/2021/er2_2021_piovarci_fulltext.pdf
- Podlińska, O., & Bogusz, M. (2025). The effectiveness of the housing policy in Poland: The impact of public interventions in a macroeconomic context. Acta Scientiarum Polonorum. Oeconomia, 24(3). https://doi.org/10.22630/ASPE.2025.24.3.11
- Radulescu, M., Serbanescu, L., & Sinisi, C. I. (2019). Consumption vs. investments for stimulating economic growth and employment in the CEE Countries—a panel analysis. Economic Research-Ekonomska Istraživanja, 32(1), 2329–2353. https://doi.org/10.1080/1331677X.2019.1642789
- Rojo-Suárez, J., & Alonso-Conde, A. B. (2020). Impact of consumer confidence on the expected returns of the Tokyo Stock Exchange: A comparative analysis of consumption and production-based asset pricing models. PLoS ONE, 15(11), e0241318. https://doi.org/10.1371/journal.pone.0241318
- Romão, A., & Barradas, R. (2024). Macroeconomic determinants of households’ indebtedness in Portugal: What really matters in the era of financialisation? International Journal of Finance and Economics, 29(1), 383–401. https://doi.org/10.1002/ijfe.2690
- Rubaszek, M., & Serwa, D. (2014). Determinants of credit to households: An approach using the life-cycle model. Economic Systems, 38(4), 572–587. https://doi.org/10.1016/j.ecosys.2014.05.004
- Rutendo, M., & Marozva, G. (2023). Household debt, inequality, and financial stability nexus. International Journal of Monetary Economics and Finance, 16(2), 139–156. https://doi.org/10.1504/IJMEF.2023.130889
- Stockhammer, E., & Wildauer, R. (2017). Expenditure cascades, low interest rates or property booms? Determinants of household debt in OECD countries. Working Papers PKWP, 1710. https://postkeynesian.net/media/working-papers/PKWP1710.pdf
- Taylor, K., & McNabb, R. (2007). Business cycles and the role of confidence: Evidence for Europe. Oxford Bulletin of Economics and Statistics, 69(2), 185–208. https://doi.org/10.1111/j.1468-0084.2007.00472.x
- Teresiene, D., Keliuotyte-Staniuleniene, G., Liao, Y., Kanapickiene, R., Pu, R., Hu, S., & Yue, X. G. (2021). The impact of the COVID-19 pandemic on consumer and business confidence indicators. Journal of Risk and Financial Management, 14(4), 159. https://doi.org/10.3390/jrfm14040159
- van der Wielen, W., & Barrios, S. (2021). Economic sentiment during the COVID pandemic: Evidence from search behaviour in the EU. Journal of Economics and Business, 115, 105970. https://doi.org/10.1016/j.jeconbus.2020.105970
- Wadud, M., Ahmed, H. J. A., & Tang, X. (2020). Factors affecting delinquency of household credit in the US: Does consumer sentiment play a role? The North American Journal of Economics and Finance, 52, 101132. https://doi.org/10.1016/j.najef.2019.101132
- Wierzbowska, A. (2021). Monetary policy and bank lending in euro area since the outset of the global financial crisis. Panoeconomicus, 68(3), 293–323. https://doi.org/10.2298/PAN180423010W
- Yue, P., Korkmaz, A. G., & Zhou, H. (2020). Household financial decision making amidst the COVID-19 pandemic. Emerging Markets Finance and Trade, 56(10), 2363–2377. https://doi.org/10.1080/1540496X.2020.1784717
Language: English
Page range: 35 - 66
Submitted on: Oct 16, 2025
Accepted on: Jun 22, 2026
Published on: Oct 8, 2026
Published by: Poznań University of Economics and Business Press
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