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Racial/Ethnic Differences in Household Loan Delinquency Rate

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The Review of Black Political Economy

Abstract

This study investigates the differences in household loan delinquency rates of racial/ethnic groups. The study examines the role of demographic and socioeconomic characteristics of households, financial buffers, economic and financial triggers, high debt service ratio, and credit constraint in household delinquency. The study uses combined data from 2001, 2004, 2007, and 2010 Surveys of Consumer Finances (SCF). Having combined data allowed the separation of African Americans from Hispanics in this study. We employed both logistic regression and Blinder-Oaxaca decomposition analysis. The use of combined data from four survey years ensures the robustness of statistical results and analysis. The findings show that events that constitute shocks or triggers to households have a more significant impact on delinquency rate. The study found that payday loan borrowers are 4.6 times more likely to be delinquent on their loans than non-payday loan borrowers between 2007 and 2010. Also, the study finds significant statistical difference of delinquency rates among the racial/ethnic groups. Our results show that high debt service ratio (DSR) and being credit constrained have significant impact on the delinquency rates for all races. The results obtained showed that 59.96 % of the difference in delinquency between Whites and African Americans is explained by endowments, while 40.04 % is unexplained. Similarly, 97.35 % of the difference in delinquency between Hispanics and whites is explained by endowments, while 2.65 % of the difference is unexplained or is attributable to discrimination.

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References

  • Ards SD, Myers SL. The color of money: bad credit, wealth, and race. Am Behav Sci. 2001;41:223–39.

    Article  Google Scholar 

  • Bhutto N, Dock J, Shan H. The depth of negative equity and mortgage default decisions. Finance Reserve Board and Economics Discussion Series, No. 2010-35, 1-46. 2010.

  • Blinder A. Wage discrimination: reduced form and structural estimates. J Hum Resour. 1973;53(4):436–55.

    Article  Google Scholar 

  • Campbell JY, Cocco JF. A model of mortgage default. NBER Working PaperNo. 17516. 2011.

  • Campbell TS, Dietrich JK. The determinants of default on insured conventional residential mortgage loans. J Financ. 1983;37(5):1569–81.

  • Canner GB, Luckett CA. Payment of household debts. Fed Reserv Bull. 1991;77:218–29.

    Google Scholar 

  • Chatterji AK, Seamans RC. Entrepreneurial finance, credit cards, and race. J Financ Econ. 2012;106:182–95.

    Article  Google Scholar 

  • Ciochetti BA, Deng Y, Lee G, Shilling JD, Yao R. A proportional hazards model of commercial mortgage default with originator bias. J Real Estate Financ Econ. 2003;27(1):5–23.

    Article  Google Scholar 

  • Crook J. Credit constraints and US households. Appl Financ Econ. 1996;6:477–85.

    Article  Google Scholar 

  • Crook J. The demand for household debt in the USA: evidence from the 1995 survey of consumer finances. Appl Financ Econ. 2001;11:83–91.

    Article  Google Scholar 

  • Dynan KE, Johnson KW, Pence KM. Recent changes to a measure of U.S. household debt service. Fed Reserv Bull. 2003;89:417–26.

    Google Scholar 

  • Ezeala-Harrison F, Glover GB, Shaw-Jackson J. Housing loan patterns toward minority borrowers in Mississippi: analysis of some micro data evidence of redlining. Rev Black Polit Econ. 2008;35:43–54.

    Article  Google Scholar 

  • Fairlie RW. An extension of Blinder-Oaxaca decomposition technique to logit and probit models. J Econ Soc Meas. 2005;30:305–16.

    Google Scholar 

  • Getter DE. Contributing to the delinquency of borrowers. J Consum Aff. 2003;37(1):86–100.

    Article  Google Scholar 

  • Godwin DD. Predictors of households’ debt repayment difficulties. J Assoc Financ Couns Plan Educ. 1999;10(1):67–78.

    Google Scholar 

  • Greene WH. Sample selection in credit-scoring models. Jpn World Econ. 1998;10:299–316.

    Article  Google Scholar 

  • Hanna DS, Wang C, Yuh Y. Racial/ethnic differences in high return investment ownership: a decomposition analysis. J Financ Couns Plan. 2010;21(2):44–59.

    Google Scholar 

  • Jackson JR, Kasserman DL. Default risk on home mortgage loans: a test of competing hypotheses. J Risk Insur. 1980;47(4):678–90.

    Article  Google Scholar 

  • Jann B. The Blinder-Oaxaca decomposition for linear regression models. Stata J. 2008;8(4):453–79.

    Google Scholar 

  • Johnson K, Li G. The debt payment to income ratio as an indicator of borrowing constraints: evidence from two household surveys. J Money Credit Bank. 2010;42:1373–90.

    Article  Google Scholar 

  • Kau JB, Keenan DC, Munneke HJ. Racial discrimination and mortgage lending. J Real Estate Financ Econ. 2012;45:289–304.

    Article  Google Scholar 

  • Ladd HF. Evidence on discrimination in mortgage lending. J Econ Perspect. 1998;12(2):41–62.

    Article  Google Scholar 

  • Lee J, Hanna SD. Limitations of combining Hispanic and African Americas for analysis of credit problems. J Consum Aff. 2012; 506–536.

  • Logan A, Weller CE. Who borrows from payday lenders? An analysis of newly available data. Center for American Progress. 2009. Retrieved from www.Americanprogress.org.

  • McCarthy Y. Dis-entangling the mortgage arrears crisis: the role of the labor market, income volatility and negative equity. Dublin: Central Bank of Ireland; 2014.

    Google Scholar 

  • Morgan DP. Defining and detecting predatory lending. Federal Reserve Bank of New York Staff Study 273. 2007.

  • Neumark D. Employers’ discriminatory behavior and the estimation of wage discrimination. J Hum Resour. 1998;23:279–95.

    Article  Google Scholar 

  • Nielsen HS. Discrimination and detailed decomposition in the logit mode. Econ Lett. 1988;61:115–20.

    Article  Google Scholar 

  • Oaxaca R, Ransom M. On discrimination and decomposition of wage differentials. J Econ. 1994;61:5–21.

    Article  Google Scholar 

  • Olney ML. Avoiding default: the role of credit in the consumption collapse of 1930. Q J Econ. 1999;114(1):319–35.

    Article  Google Scholar 

  • Pager D, Shepard H. The sociology of discrimination: racial discrimination in employment, housing, credit, and consumer markets. Annu Rev Sociol. 2008;1(34):181–209.

    Article  Google Scholar 

  • Phillips S. The subprime crisis and African Americans. Rev Black Polit Econ. 2010;37:223–9.

    Article  Google Scholar 

  • Rugh JS, Massey DS. Racial segregation and the American foreclosure crisis. Am Sociol Rev. 2010;75(5):629–51.

    Article  PubMed Central  PubMed  Google Scholar 

  • Schafer R, Ladd HF. Discrimination in mortgage lending. Cambridge, Massachusetts: MIT Press; 1981.

    Google Scholar 

  • Sinning M, Hahn M, Bauer TK. The Blinder-Oaxaca decomposition for nonlinear regression models. Stata J. 2008;8(4):480–92.

    Google Scholar 

  • Straight RL. Survey of consumer finances: asset accumulation differences by race. Rev Black Polit Econ. 2001; 67–81.

  • Weagley RO. Consumer default of delinquent adjustable-rate mortgage loans. J Consum Aff. 1988;22(1):38–54.

    Article  Google Scholar 

  • Weller CE. Credit access, the cost of credit and credit market discrimination. Rev Black Polit Econ. 2009;36:7–28.

    Article  Google Scholar 

Download references

Acknowledgements

I am grateful for the many comments I received from an anonymous referee and the editor.

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Authors and Affiliations

  1. College of Business, Jackson State University, Jackson, MS, 39217, USA

    Okechukwu D. Anyamele

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  1. Okechukwu D. Anyamele
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Anyamele, O.D. Racial/Ethnic Differences in Household Loan Delinquency Rate. Rev Black Polit Econ 42, 415–442 (2015). https://doi.org/10.1007/s12114-015-9213-6

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  • DOI: https://doi.org/10.1007/s12114-015-9213-6

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