[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/bca/bocawp/12-24.html
   My bibliography  Save this paper

Why Do Shoppers Use Cash? Evidence from Shopping Diary Data

Author

Listed:
  • Naoki Wakamori
  • Angelika Welte
Abstract
Recent studies find that cash remains a dominant payment choice for small-value transactions despite the prevalence of alternative means of payment such as debit and credit cards. For policy makers an important question is whether consumers truly prefer using cash or merchants restrict card usage. Using the Bank of Canada’s 2009 Method of Payment Survey, we estimate a generalized multinomial logit model of payment choices to extract individual heterogeneity (demand-side factors) while controlling for merchants’ acceptance of cards (supply-side factors). Based on a counterfactual exercise where we assume universal card acceptance among merchants, we find that some consumers would decrease their cash usage but the magnitude of this decrease is small. Our results imply that the use of cash in small-value transactions is driven mainly by consumers’ preferences.

Suggested Citation

  • Naoki Wakamori & Angelika Welte, 2012. "Why Do Shoppers Use Cash? Evidence from Shopping Diary Data," Staff Working Papers 12-24, Bank of Canada.
  • Handle: RePEc:bca:bocawp:12-24
    as

    Download full text from publisher

    File URL: https://www.bankofcanada.ca/wp-content/uploads/2012/07/wp2012-24.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Matthew Gentry & Tong Li, 2014. "Identification in Auctions With Selective Entry," Econometrica, Econometric Society, vol. 82(1), pages 315-344, January.
    2. Klee, Elizabeth, 2008. "How people pay: Evidence from grocery store data," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 526-541, April.
    3. John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
    4. Huynh, Kim P. & Schmidt-Dengler, Philipp & Stix, Helmut, 2014. "Whenever and Wherever: The Role of Card Acceptance in the Transaction Demand for Money," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 472, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    5. Simon, John & Smith, Kylie & West, Tim, 2010. "Price incentives and consumer payment behaviour," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1759-1772, August.
    6. Marc Rysman, 2007. "An Empirical Analysis Of Payment Card Usage," Journal of Industrial Economics, Wiley Blackwell, vol. 55(1), pages 1-36, March.
    7. Jeremy T. Fox, 2007. "Semiparametric estimation of multinomial discrete-choice models using a subset of choices," RAND Journal of Economics, RAND Corporation, vol. 38(4), pages 1002-1019, December.
    8. Carlos Arango & Angelika Welte, 2012. "The Bank of Canada’s 2009 Methods-of-Payment Survey: Methodology and Key Results," Discussion Papers 12-6, Bank of Canada.
    9. Ron Borzekowski & K. Kiser Elizabeth & Ahmed Shaista, 2008. "Consumers' Use of Debit Cards: Patterns, Preferences, and Price Response," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 149-172, February.
    10. Rochet, Jean-Charles & Wright, Julian, 2010. "Credit card interchange fees," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1788-1797, August.
    11. Irina A. Telyukova & Randall Wright, 2008. "A Model of Money and Credit, with Application to the Credit Card Debt Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(2), pages 629-647.
    12. William J. Baumol, 1952. "The Transactions Demand for Cash: An Inventory Theoretic Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(4), pages 545-556.
    13. Zinman, Jonathan, 2009. "Debit or credit?," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 358-366, February.
    14. Patrick Bajari & Han Hong & Stephen P. Ryan, 2010. "Identification and Estimation of a Discrete Game of Complete Information," Econometrica, Econometric Society, vol. 78(5), pages 1529-1568, September.
    15. 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.
    16. Schmidt-Dengler, Philipp & Stix, Helmut & Huynh, Kim P., 2014. "The Role of Card Acceptance in the Transaction Demand for Money," CEPR Discussion Papers 10183, C.E.P.R. Discussion Papers.
    17. 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.
    18. Fox, Jeremy T. & Kim, Kyoo il & Ryan, Stephen P. & Bajari, Patrick, 2012. "The random coefficients logit model is identified," Journal of Econometrics, Elsevier, vol. 166(2), pages 204-212.
    19. Stavins, Joanna & Shy, Oz, 2015. "Merchant steering of consumer payment choice: Evidence from a 2012 diary survey," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 55(C), pages 1-9.
    20. Susanne M. Schennach, 2012. "Measurement error in nonlinear models - a review," CeMMAP working papers CWP41/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    21. Humphrey, David B., 2010. "Retail payments: New contributions, empirical results, and unanswered questions," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1729-1737, August.
    22. Harris, Katherine M. & Keane, Michael P., 1998. "A model of health plan choice:: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 131-157, November.
    23. Botao Yang & Andrew T. Ching, 2014. "Dynamics of Consumer Adoption of Financial Innovation: The Case of ATM Cards," Management Science, INFORMS, vol. 60(4), pages 903-922, April.
    24. Yusufcan Masatlioglu & Daisuke Nakajima & Erkut Y. Ozbay, 2012. "Revealed Attention," American Economic Review, American Economic Association, vol. 102(5), pages 2183-2205, August.
    25. Jean-Charles Rochet & Jean Tirole, 2002. "Cooperation Among Competitors: Some Economics Of Payment Card Associations," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 549-570, Winter.
    26. Chamberlain, Gary, 1986. "Asymptotic efficiency in semi-parametric models with censoring," Journal of Econometrics, Elsevier, vol. 32(2), pages 189-218, July.
    27. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    28. Schuh, Scott & Stavins, Joanna, 2010. "Why are (some) consumers (finally) writing fewer checks? The role of payment characteristics," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1745-1758, August.
    29. Kenneth E. Train, 1998. "Recreation Demand Models with Taste Differences over People," Land Economics, University of Wisconsin Press, vol. 74(2), pages 230-239.
    30. Michelle Sovinsky Goeree, 2008. "Limited Information and Advertising in the U.S. Personal Computer Industry," Econometrica, Econometric Society, vol. 76(5), pages 1017-1074, September.
    31. Monnet, Cyril & Roberds, William, 2008. "Optimal pricing of payment services," Journal of Monetary Economics, Elsevier, vol. 55(8), pages 1428-1440, November.
    32. Manski, Charles F., 1975. "Maximum score estimation of the stochastic utility model of choice," Journal of Econometrics, Elsevier, vol. 3(3), pages 205-228, August.
    33. Nicole Jonker & Anneke Kosse, 2013. "Estimating Cash Usage: The Impact of Survey Design on Research Outcomes," De Economist, Springer, vol. 161(1), pages 19-44, March.
    34. Arango, Carlos & Huynh, Kim P. & Sabetti, Leonard, 2011. "How do you pay? The role of incentives at the point-of-sale," Working Paper Series 1386, European Central Bank.
    35. Bolt, Wilko & Jonker, Nicole & van Renselaar, Corry, 2010. "Incentives at the counter: An empirical analysis of surcharging card payments and payment behaviour in the Netherlands," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1738-1744, August.
    36. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    37. Briesch, Richard A. & Chintagunta, Pradeep K. & Matzkin, Rosa L., 2010. "Nonparametric Discrete Choice Models With Unobserved Heterogeneity," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(2), pages 291-307.
    38. Schmidt, Tobias, 2011. "Fatigue in payment diaries - empirical evidence from Germany," Discussion Paper Series 1: Economic Studies 2011,11, Deutsche Bundesbank.
    39. Lancaster, Tony, 2000. "The incidental parameter problem since 1948," Journal of Econometrics, Elsevier, vol. 95(2), pages 391-413, April.
    40. Carlos Arango & Dylan Hogg & Alyssa Lee, 2012. "Why Is Cash (Still) So Entrenched? Insights from the Bank of Canada’s 2009 Methods-of-Payment Survey," Discussion Papers 12-2, Bank of Canada.
    41. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    42. Carlos A. Arango & Dylan Hogg & Alyssa Lee, 2015. "Why Is Cash (Still) So Entrenched? Insights From Canadian Shopping Diaries," Contemporary Economic Policy, Western Economic Association International, vol. 33(1), pages 141-158, January.
    43. Carlos Arango & Varya Taylor, 2008. "Merchants' Costs of Accepting Means of Payment: Is Cash the Least Costly?," Bank of Canada Review, Bank of Canada, vol. 2008(Winter), pages 17-25.
    44. Ben Fung & Kim Huynh & Leonard Sabetti, 2012. "The Impact of Retail Payment Innovations on Cash Usage," Staff Working Papers 12-14, Bank of Canada.
    45. Oz Shy & Zhu Wang, 2011. "Why Do Payment Card Networks Charge Proportional Fees?," American Economic Review, American Economic Association, vol. 101(4), pages 1575-1590, June.
    46. Briesch R.A. & Chintagunta P.K. & Matzkin R.L., 2002. "Semiparametric Estimation of Brand Choice Behavior," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 973-982, December.
    47. Arango, Carlos & Huynh, Kim P. & Sabetti, Leonard, 2015. "Consumer payment choice: Merchant card acceptance versus pricing incentives," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 130-141.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
    2. Arango, Carlos & Huynh, Kim P. & Sabetti, Leonard, 2015. "Consumer payment choice: Merchant card acceptance versus pricing incentives," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 130-141.
    3. Tamás Briglevics & Scott Schuh, 2020. "This Is What's in Your Wallet...and Here's How You Use It," Working Papers 20-04, Department of Economics, West Virginia University.
    4. Arango, Carlos & Huynh, Kim P. & Sabetti, Leonard, 2011. "How do you pay? The role of incentives at the point-of-sale," Working Paper Series 1386, European Central Bank.
    5. Gabriele Camera & Marco Casari & Stefania Bortolotti, 2016. "An Experiment on Retail Payments Systems," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 363-392, March.
    6. Joanna Stavins, 2017. "How do consumers make their payment choices?," Research Data Report 17-1, Federal Reserve Bank of Boston.
    7. Carlos Arango & Yassine Bouhdaoui & David Bounie & Martina Eschelbach & Lola Hernández, 2013. "Cash Management and Payment Choices: A Simulation Model with International Comparisons," Staff Working Papers 13-53, Bank of Canada.
    8. Carlos A. Arango-Arango & Héctor M. Zárate-Solano & Nicolás F. Suárez-Ariza, 2017. "Determinantes del Acceso, Uso y Aceptación de Pagos Electrónicos en Colombia," Borradores de Economia 999, Banco de la Republica de Colombia.
    9. Wilko Bolt & Sujit Chakravorti, 2010. "Digitization of Retail Payment," DNB Working Papers 270, Netherlands Central Bank, Research Department.
    10. Lola Hernandez & Nicole Jonker & Anneke Kosse, 2017. "Cash versus Debit Card: The Role of Budget Control," Journal of Consumer Affairs, Wiley Blackwell, vol. 51(1), pages 91-112, March.
    11. Tobias Trütsch, 2016. "The impact of mobile payment on payment choice," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 30(3), pages 299-336, August.
    12. Arango-Arango, Carlos A. & Bouhdaoui, Yassine & Bounie, David & Eschelbach, Martina & Hernandez, Lola, 2018. "Cash remains top-of-wallet! International evidence from payment diaries," Economic Modelling, Elsevier, vol. 69(C), pages 38-48.
    13. Fujiki, Hiroshi & Tanaka, Migiwa, 2018. "How do we choose to pay using evolving retail payment technologies? Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 49(C), pages 85-99.
    14. repec:zbw:bofrdp:2015_022 is not listed on IDEAS
    15. Magnac, Thierry, 2017. "ATM foreign fees and cash withdrawals," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 117-129.
    16. repec:zbw:bofrdp:urn:nbn:fi:bof-201511251450 is not listed on IDEAS
    17. Nicole Jonker & Anneke Kosse & Lola Hernández, 2012. "Cash usage in the Netherlands: How much, where, when, who and whenever one wants?," DNB Occasional Studies 1002, Netherlands Central Bank, Research Department.
    18. repec:bof:bofrdp:urn:nbn:fi:bof-201511251450 is not listed on IDEAS
    19. 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.
    20. Carin van der Cruijsen & Lola Hernandez & Nicole Jonker, 2017. "In love with the debit card but still married to cash," Applied Economics, Taylor & Francis Journals, vol. 49(30), pages 2989-3004, June.
    21. Carlos Arango & Yassine Bouhdaoui & David Bounie & Martina Eschelbach & Lola Hernández, 2013. "Cash Management and Payment Choices: A Simulation Model with International Comparisons," Staff Working Papers 13-53, Bank of Canada.
    22. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand - Causal Evidence from the Staggered Introduction of Contactless Debit Cards," Working Papers on Finance 2002, University of St. Gallen, School of Finance.
    23. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand – Causal Evidence from the Staggered Introduction of Contactless Debit Cards (Martin Brown,Nicole Hentschel, Hannes Mettler, Helmut Stix)," Working Papers 230, Oesterreichische Nationalbank (Austrian Central Bank).

    More about this item

    Keywords

    Bank notes; Econometric and statistical methods; Financial services;
    All these keywords.

    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services
    • D1 - Microeconomics - - Household Behavior
    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bca:bocawp:12-24. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bocgvca.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.