An empirical study on credit card loan delinquency

Hyeongjun Kim, Hoon Cho and Doojin Ryu

Economic Systems, 2018, vol. 42, issue 3, 437-449

Abstract: Following the Basel II convention, consumer credit default is commonly defined as delinquency beyond a period of 90 days. In this study, rather than considering default as a binary variable, we dissect delinquency states further to investigate default behavior in greater detail. As such, we define three states—no delinquency, delinquency and serious delinquency—and estimate the probabilities of the transitions between states using extensive panel data from Korea, covering a wide range of behavioral information. Our findings have several economic implications. First, the factors that affect delinquency risk can differ from those that affect the transition from delinquency to serious delinquency. Second, the recent increase in the number of seriously delinquent accounts can be attributed to changes in the borrower age distribution. Third, macroeconomic conditions, especially differences in gross domestic product and consumption growth, have led to the recent increase in delinquent accounts. Fourth, the debt-to-income (DTI) ratio has a profound effect on transitions between delinquency states and thus affects both recovery and delinquency. Furthermore, this result is robust to controls for demographic and macroeconomic factors.

Keywords: Account-level dataset; Credit card loan; Delinquency risk; Emerging market; Multinomial logit (search for similar items in EconPapers)
JEL-codes: D12 G21 G33 (search for similar items in EconPapers)
Date: 2018
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0939362518302875
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:ecosys:v:42:y:2018:i:3:p:437-449

DOI: 10.1016/j.ecosys.2017.11.003

Access Statistics for this article

Economic Systems is currently edited by R. Frensch

More articles in Economic Systems from Elsevier Contact information at EDIRC.
Bibliographic data for series maintained by Catherine Liu ().