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Adverse selection, loan access and default behavior in the Chilean consumer debt market
Indexado
WoS WOS:000935906200001
Scopus SCOPUS_ID:85148708287
DOI 10.1186/S40854-023-00458-6
Año 2023
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Why do households use different types of loans? Which factors cause borrowers to default? Using a comprehensive survey dataset from Chile, I estimate a partial information model of consumer debt access, lender choice, loan amount and default. The model consists of a first-stage multinomial logit that explains the choice across the five loan types, plus the options of no access to debt due to credit constraints and a no wish for consumer debt. In the second and third stages, the model assumes a log-linear regression of the debt amount and a logit regression of the default behavior, accounting for the loan type selection probability. Identification is obtained using factors measured at different time periods for the default and the loan type choices. I find that households choose different lenders based on income, education and labor risks. Higher income and education decrease the probability of credit constraints, while increasing bank lending and debt amounts. Unemployment risk and household size increase the chances of all the loan types; however, unemployment decreases the debt amount. Age and wage volatility reduce the probability of all loans. Default decreases with income, education and age, whereas it increases with indebtedness, unemployment, household size, health shocks, and paying previous loans. Counterfactual exercises demonstrate that pension reform, higher requirements for borrowers’ capacities, and financial literacy programs could substantially reduce default risk. Financial literacy could greatly reduce arrears, households with credit constraints, the number of debtors and the aggregate debt amounts, especially for non-bank lending.

Revista



Revista ISSN
Financial Innovation ****-****

Métricas Externas



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Disciplinas de Investigación



WOS
Business, Finance
Social Sciences, Mathematical Methods
Scopus
Management Of Technology And Innovation
Finance
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Madeira, Carlos Hombre Banco Central de Chile - Chile

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Financiamiento



Fuente
University of York
Deutsche Bundesbank
Universidad Carlos III
LACEA

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Agradecimientos



Agradecimiento
I thank seminar participants at the Federal Reserve Bank of New York, Deutsche Bundesbank, Federal Reserve Bank of Philadelphia, LACEA, Universidad Carlos III, University of York, Bank of Spain, Bank of England and Central Bank of Chile. I thank Bernardita Piedrabuena for all the great conversations at an early stage of this project.

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