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Spatial-temporal distribution of debt and delinquency of the elderly in Thailand: Perspectives from the National Credit Bureau data

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  • Nij Tontisirin
  • Sutee Anantsuksomsri
  • Duangmanee Laovakul

Abstract

Household debt in Thailand has become a serious problem, particularly for the elderly, because they have less ability to pay debts compared to the working population. Therefore, better understanding of the elderly’s debt and delinquency is crucial in policy formulation for the aged society. Previous works have focused on the elderly’s debt, either at the macro or individual levels. Little is known about geographic differences at the regional level. Knowing where the elderly debt and delinquency tend to cluster could guide area-specific policies to tackle the elderly financial stability. This research aims to examine the spatio-temporal distribution of the debt and delinquency of the near-elderly population (age 50–59) and the elderly (age 60 and above) using data from the National Credit Bureau of Thailand from 2008 to 2019. The analysis focuses on various types of loans. Spatial clusters are identified by Moran’s I and Local Geary statistics. The results show that the pattern of elderly debt and delinquency generally follows the life cycle hypothesis, except for credit card and business-related loans. There exist spatial clusters and spatial differences in different types of loans, suggesting regional heterogeneities that require area-specific policy responses.

Suggested Citation

  • Nij Tontisirin & Sutee Anantsuksomsri & Duangmanee Laovakul, 2024. "Spatial-temporal distribution of debt and delinquency of the elderly in Thailand: Perspectives from the National Credit Bureau data," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-20, July.
    • Handle: RePEc:plo:pone00:0306626
    DOI: 10.1371/journal.pone.0306626
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    1. Alley, D.E. & Lloyd, J. & Pagán, J.A. & Pollack, C.E. & Shardell, M. & Cannuscio, C., 2011. "Mortgage delinquency and changes in access to health resources and depressive symptoms in a nationally representative cohort of Americans older than 50 years," American Journal of Public Health, American Public Health Association, vol. 101(12), pages 2293-2298.
    2. Cox, Donald & Jappelli, Tullio, 1993. "The Effect of Borrowing Constraints on Consumer Liabilities," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(2), pages 197-213, May.
    3. Stipica Mudrazija & Barbara A. Butrica, 2021. "How Does Debt Shape Health Outcomes for Older Americans?," Working Papers, Center for Retirement Research at Boston College wp2021-17, Center for Retirement Research.
    4. Angus Deaton, 2005. "Franco Modigliani and the life-cycle theory of consumption," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 58(233-234), pages 91-107.
    5. Carmelo Algeri & Luc Anselin & Antonio Fabio Forgione & Carlo Migliardo, 2022. "Spatial dependence in the technical efficiency of local banks," Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 685-716, June.
    6. Fernando A. López & Pedro J. Martínez-Ortiz & Juan-Gabriel Cegarra-Navarro, 2017. "Spatial spillovers in public expenditure on a municipal level in Spain," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(1), pages 39-65, January.
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