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Comparing spatial patterns of sole proprietorship and corporate payday lenders in Seoul, Korea

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  • Hyoung Jun Kim

    (Yonsei University)

  • Bo Kyeong Lee

    (Korea Research Institute for Human Settlements)

  • So Young Sohn

    (Yonsei University)

Abstract

The financial regulation lowering the interest rate cap has changed the business model of payday loan services, and as such, we expect that the location of payday lenders may change as well. In particular, because financial business conditions for sole proprietorship and corporate payday lenders differ, their target customers are also expected to vary. The aim of this study is to identify and compare the spatial patterns of corporate and sole proprietorship payday lenders after the implementation of the financial regulation. In a case study of Seoul, Korea, we use a negative binomial regression for the number of corporate and sole proprietorship payday lenders after controlling for demographic conditions. Eigenvector spatial filtering is utilized to take into account the spatial autocorrelation among administrative regions in Seoul. The results from the regression analyses reveal that only sole proprietorship payday lenders are sensitive to less expensive housing and larger traditional markets. Our findings suggest that regulations that decrease the maximum payday loan interest rate can cause financial asymmetry in that economically distressed citizens may be more exposed to unhealthy payday lenders.

Suggested Citation

  • Hyoung Jun Kim & Bo Kyeong Lee & So Young Sohn, 2020. "Comparing spatial patterns of sole proprietorship and corporate payday lenders in Seoul, Korea," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(1), pages 215-236, February.
  • Handle: RePEc:spr:anresc:v:64:y:2020:i:1:d:10.1007_s00168-019-00969-0
    DOI: 10.1007/s00168-019-00969-0
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    1. Scott W. Hegerty, 2016. "Commercial bank locations and “banking deserts”: a statistical analysis of Milwaukee and Buffalo," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 253-271, January.
    2. repec:rre:publsh:v:34:y:2004:i:2:p:191-205 is not listed on IDEAS
    3. H. Damar, 2009. "Why Do Payday Lenders Enter Local Markets? Evidence from Oregon," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 34(2), pages 173-191, March.
    4. repec:rre:publsh:v:40:y:2010:i:1:p:53-69 is not listed on IDEAS
    5. Gianni Carbonaro & Eugenio Leanza & Philip McCann & Francesca Medda, 2018. "Demographic Decline, Population Aging, and Modern Financial Approaches to Urban Policy," International Regional Science Review, , vol. 41(2), pages 210-232, March.
    6. Roberto Patuelli & Daniel A. Griffith & Michael Tiefelsdorf & Peter Nijkamp, 2006. "The Use of Spatial Filtering Techniques: The Spatial and Space-time Structure of German Unemployment Data," Tinbergen Institute Discussion Papers 06-049/3, Tinbergen Institute.
    7. Edward C. Lawrence & Gregory Elliehausen, 2008. "A Comparative Analysis Of Payday Loan Customers," Contemporary Economic Policy, Western Economic Association International, vol. 26(2), pages 299-316, April.
    8. Manfred M. Fischer & Peter Nijkamp (ed.), 2014. "Handbook of Regional Science," Springer Books, Springer, edition 127, number 978-3-642-23430-9, June.
    9. N Henry & J Pollard & P Sissons & J Ferreira & M Coombes, 2017. "Banking on exclusion: Data disclosure and geographies of UK personal lending markets," Environment and Planning A, , vol. 49(9), pages 2046-2064, September.
    10. Roberto Patuelli & Daniel A. Griffith & Michael Tiefelsdorf & Peter Nijkamp, 2011. "Spatial Filtering and Eigenvector Stability: Space-Time Models for German Unemployment Data," International Regional Science Review, , vol. 34(2), pages 253-280, April.
    11. Barth, James R. & Hilliard, Jitka & Jahera, John S. & Sun, Yanfei, 2016. "Do state regulations affect payday lender concentration?," Journal of Economics and Business, Elsevier, vol. 84(C), pages 14-29.
    12. Burkey, Mark L. & Simkins, Scott P., 2004. "Factors affecting the location of payday lending and traditional banking services in North Carolina," MPRA Paper 36043, University Library of Munich, Germany.
    13. Anping Chen & Marlon Boarnet & Mark Partridge & Christopher S. Fowler & Jane K. Cover & Rachel Garshick Kleit, 2014. "The Geography Of Fringe Banking," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 688-710, September.
    14. Robin A. Prager, 2009. "Determinants of the locations of payday lenders, pawnshops and check-cashing outlets," Finance and Economics Discussion Series 2009-33, Board of Governors of the Federal Reserve System (U.S.).
    15. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    16. J Neill Marshall, 2004. "Financial Institutions in Disadvantaged Areas: A Comparative Analysis of Policies Encouraging Financial Inclusion in Britain and the United States," Environment and Planning A, , vol. 36(2), pages 241-261, February.
    17. Marvin Smith & John Wackes & Tony Smith, 2013. "A note on alternative financial service providers and the spatial void hypothesis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(2), pages 575-591, October.
    18. Michael Tiefelsdorf & Daniel A Griffith, 2007. "Semiparametric Filtering of Spatial Autocorrelation: The Eigenvector Approach," Environment and Planning A, , vol. 39(5), pages 1193-1221, May.
    19. Park, Chung & Sohn, So Young, 2017. "An optimization approach for the placement of bicycle-sharing stations to reduce short car trips: An application to the city of Seoul," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 154-166.
    20. Cameron, A. Colin & Trivedi, Pravin K., 1990. "Regression-based tests for overdispersion in the Poisson model," Journal of Econometrics, Elsevier, vol. 46(3), pages 347-364, December.
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    More about this item

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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