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Consumer Payment Choice in the Fifth District: Learning from a Retail Chain

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  • Zhu Wang
  • Alexander L. Wolman

Abstract

This paper studies payment variation across locations and time using five years of transactions data from a large discount retail chain with hundreds of stores across the Fifth District. The results show that the median transaction size, demographics, education levels, and state fixed effects are the top factors in explaining cross-location payment variation in the sample. We also identify interesting time patterns of payment variation, particularly the longer-term decline in the cash share of transactions largely replaced by debit.

Suggested Citation

  • Zhu Wang & Alexander L. Wolman, 2016. "Consumer Payment Choice in the Fifth District: Learning from a Retail Chain," Economic Quarterly, Federal Reserve Bank of Richmond, issue 1Q, pages 51-78.
    • Handle: RePEc:fip:fedreq:00042
    DOI: 10.21144/eq1020102
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    References listed on IDEAS

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    1. Klee, Elizabeth, 2008. "How people pay: Evidence from grocery store data," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 526-541, April.
    2. Sergei Koulayev & Marc Rysman & Scott Schuh & Joanna Stavins, 2016. "Explaining adoption and use of payment instruments by US consumers," RAND Journal of Economics, RAND Corporation, vol. 47(2), pages 293-325, May.
    3. Zinman, Jonathan, 2009. "Debit or credit?," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 358-366, February.
    4. Borzekowski, Ron & Kiser, Elizabeth K., 2008. "The choice at the checkout: Quantifying demand across payment instruments," International Journal of Industrial Organization, Elsevier, vol. 26(4), pages 889-902, July.
    5. Carlos Arango & Kim Huynh & Leonard Sabetti, 2011. "How Do You Pay? The Role of Incentives at the Point-of-Sale," Staff Working Papers 11-23, Bank of Canada.
    6. Ching, Andrew T. & Hayashi, Fumiko, 2010. "Payment card rewards programs and consumer payment choice," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1773-1787, August.
    7. Wang, Zhu & Wolman, Alexander L., 2016. "Payment choice and currency use: Insights from two billion retail transactions," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 94-115.
    8. R. Alton Gilbert & Adam M. Zaretsky, 2003. "Banking antitrust: are the assumptions still valid?," Review, Federal Reserve Bank of St. Louis, vol. 85(Nov), pages 29-52.
    9. Wang, Zhu, 2016. "Price cap regulation in a two-sided market: Intended and unintended consequences," International Journal of Industrial Organization, Elsevier, vol. 45(C), pages 28-37.
    10. John Mullahy, 2010. "Multivariate Fractional Regression Estimation of Econometric Share Models," NBER Working Papers 16354, National Bureau of Economic Research, Inc.
    11. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    12. Maarten L. Buis, 2008. "FMLOGIT: Stata module fitting a fractional multinomial logit model by quasi maximum likelihood," Statistical Software Components S456976, Boston College Department of Economics, revised 16 Feb 2017.
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    Keywords

    payments; consumer behavior;

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