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Pandemic payment patterns

Author

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  • Jonker, Nicole
  • van der Cruijsen, Carin
  • Bijlsma, Michiel
  • Bolt, Wilko

Abstract

COVID-19 has temporarily changed the relative costs and benefits of different payment methods: cash has become more costly in terms of health risks, ease of use and likelihood of acceptance, whereas debit card usage has become less costly. As a result, consumers have shifted away from cash. Based on unique daily payment diary survey data collected between January 2018 and December 2021 amongst a representative panel of Dutch consumers, we study the shift in payment behaviour and payment preferences during two lockdown periods in the Netherlands in 2020 and 2021. Since the start of the first lockdown the likelihood of debit card usage at the expense of cash has increased by 12 percentage points compared to its trend level. About 60 percent of this shift on top of the autonomous trend persisted several months after the end of the first lockdown and part of it has persisted several months after the end of the second lockdown. The results indicate that the pandemic accelerated the increased usage of debit card at the POS, especially during the first pandemic year. Also, the pandemic has resulted in a shift in payment preferences towards more contactless payments. Both effects are largest for elderly people.

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  • Jonker, Nicole & van der Cruijsen, Carin & Bijlsma, Michiel & Bolt, Wilko, 2022. "Pandemic payment patterns," Journal of Banking & Finance, Elsevier, vol. 143(C).
    • Handle: RePEc:eee:jbfina:v:143:y:2022:i:c:s0378426622001893
    DOI: 10.1016/j.jbankfin.2022.106593
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    1. 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.
    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. 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.
    5. Heng Chen & Walter Engert & Marie-Hélène Felt & Kim P. Huynh & Gradon Nicholls & Daneal O'Habib & Julia Zhu, 2021. "Cash and COVID-19: The impact of the second wave in Canada," Discussion Papers 2021-12, Bank of Canada.
    6. Sébastien Kraenzlin & Christoph Meyer & Thomas Nellen, 2020. "COVID-19 and regional shifts in Swiss retail payments," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-20, December.
    7. Ulf Von Kalckreuth & Tobias Schmidt & Helmut Stix, 2014. "Using Cash to Monitor Liquidity: Implications for Payments, Currency Demand, and Withdrawal Behavior," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(8), pages 1753-1786, December.
    8. David Bounie & Youssouf Camara & John Galbraith, 2020. "Consumers’ Mobility, Expenditure and Online-Offline Substitution Response to COVID-19: Evidence from French Transaction Data," Cahiers de recherche 14-2020, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    9. Caswell, Ellen & Hewkin Smith, Miranda & Learmonth, David & Pearce, Gareth, 2020. "Cash in the time of Covid," Bank of England Quarterly Bulletin, Bank of England, vol. 60(4), pages 2-2.
    10. Nicole Jonker & Mirjam Plooij & Johan Verburg, 2017. "Did a Public Campaign Influence Debit Card Usage? Evidence from the Netherlands," Journal of Financial Services Research, Springer;Western Finance Association, vol. 52(1), pages 89-121, October.
    11. Carin Cruijsen & Frank Horst, 2019. "Cash or Card? Unravelling the Role of Socio-Psychological Factors," De Economist, Springer, vol. 167(2), pages 145-175, June.
    12. repec:fip:a00001:89583 is not listed on IDEAS
    13. 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.
    14. 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.
    15. Kosse, Anneke, 2013. "Do newspaper articles on card fraud affect debit card usage?," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5382-5391.
    16. Heng Chen & Walter Engert & Kim Huynh & Gradon Nicholls & Mitchell Nicholson & Julia Zhu, 2020. "Cash and COVID-19: The impact of the pandemic on demand for and use of cash," Discussion Papers 2020-6, Bank of Canada.
    17. Khan, Jashim & Belk, Russell W. & Craig-Lees, Margaret, 2015. "Measuring consumer perceptions of payment mode," Journal of Economic Psychology, Elsevier, vol. 47(C), pages 34-49.
    18. Nicole Jonker, 2007. "Payment Instruments as Perceived by Consumers – Results from a Household Survey," De Economist, Springer, vol. 155(3), pages 271-303, September.
    19. Stavins, Joanna, 2018. "Consumer preferences for payment methods: Role of discounts and surcharges," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 35-53.
    20. José González Mínguez & Alberto Urtasun & Miguel Pérez García de Mirasierra, 2020. "Consumption in Spain during the state of alert: an analysis based on payment card spending," Economic Bulletin, Banco de España, issue 3/2020.
    21. 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.
    22. 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.
    23. Carin Cruijsen & Joris Knoben, 2021. "Ctrl+C Ctrl+Pay: Do People Mirror Electronic Payment Behavior of their Peers?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 59(1), pages 69-96, April.
    24. Carin van der Cruijsen & Mirjam Plooij, 2018. "Drivers Of Payment Patterns At The Point Of Sale: Stable Or Not?," Contemporary Economic Policy, Western Economic Association International, vol. 36(2), pages 363-380, April.
    25. Solnick, Sara J., 2007. "Cash and alternate methods of accounting in an experimental game," Journal of Economic Behavior & Organization, Elsevier, vol. 62(2), pages 316-321, February.
    26. 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.
    27. Heng Chen & Walter Engert & Kim Huynh & Gradon Nicholls & Julia Zhu, 2021. "Cash and COVID-19: The Effects of Lifting Containment Measures on Cash Demand and Use," Discussion Papers 2021-3, Bank of Canada.
    28. Tomasz Piotr Wisniewski & Michal Polasik & Radoslaw Kotkowski & Andrea Moro, 2021. "Switching from cash to cashless payments during the COVID-19 pandemic and beyond," NBP Working Papers 337, Narodowy Bank Polski.
    29. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    30. Frank van der Horst & Ester Matthijsen, 2013. "The irrationality of payment behaviour," DNB Occasional Studies 1104, Netherlands Central Bank, Research Department.
    31. 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.
    32. Lola Hernandez & Robbert-Jan 't Hoen & Juanita Raat, 2017. "Survey shortcuts? Evidence from a payment diary survey," DNB Working Papers 546, Netherlands Central Bank, Research Department.
    33. Jonker, Nicole & Hernandez, Lola & de Vree, Renate & Zwaan, Patricia, 2017. "From cash to cards: how debit card payments overtook cash in the Netherlands," International Cash Conference 2017 – War on Cash: Is there a Future for Cash? 168371, Deutsche Bundesbank.
    34. Raphael Auer & Giulio Cornelli & Jon Frost, 2020. "Covid-19, cash, and the future of payments," BIS Bulletins 3, Bank for International Settlements.
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    Cited by:

    1. Jan Krzysztof Solarz & Krzysztof Waliszewski, 2022. "Pandemia COVID‑19 z perspektywy finansów – przenikanie się świata realnego i wirtualnego," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 213-234.
    2. Marie-Claire Broekhoff & Carin van der Cruijsen, 2022. "Paying in a blink of an eye: it hurts less, but you spend more," Working Papers 760, DNB.
    3. Justus Meyer & Federica Teppa, 2023. "Euro area consumers' payment behaviour and banking digitalisation," Working Papers 772, DNB.
    4. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker & Jelmer Reijerink, 2021. "What triggers consumer adoption of CBDC?," Working Papers 709, DNB.
    5. Vivien Deak & Kristof Takacs, 2023. "A New Vision for Electronic Payments in Hungary - the Payments 2030 Strategy," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 22(3), pages 152-165.
    6. Vivien Deak & Istvan Nemecsko & Tamas Vegso, 2022. "Payment Habits of the Hungarian Households in 2020," MNB Occasional Papers 2022/143, Magyar Nemzeti Bank (Central Bank of Hungary).
    7. Marie-Claire Broekhoff & Carin van der Cruijsen & Jakob de Haan, 2023. "Towards financial inclusion: trust in banks’ payment services among groups at risk," Working Papers 795, DNB.
    8. Camara,Youssouf, 2021. "Digital Payments and Business Resilience : Evidence in the Time of COVID-19," Policy Research Working Paper Series 9665, The World Bank.
    9. Anna Iwańczuk-Kaliska & Mirosława Kaczmarek & Grzegorz Kotliński, 2023. "Non-cash retail payments in selected banks during the COVID-19 pandemic – the case of Poland," Bank i Kredyt, Narodowy Bank Polski, vol. 54(3), pages 309-334.
    10. van der Cruijsen, Carin & de Haan, Jakob & Jonker, Nicole, 2022. "Has the COVID-19 pandemic affected public trust? Evidence for the US and the Netherlands," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 1010-1024.
    11. Kotkowski, Radoslaw & Polasik, Michal, 2021. "COVID-19 pandemic increases the divide between cash and cashless payment users in Europe," Economics Letters, Elsevier, vol. 209(C).
    12. Dominik Höpperger & Codruta Rusu, 2022. "Payment behavior in Austria during the COVID-19 pandemic," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue Q4/21, pages 85-104.
    13. Kotkowski, Radoslaw, 2023. "National culture and the demand for physical money during the first year of the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 51(C).
    14. Rajas Saroy & Sakshi Awasthy & Naveen K. Singh & Sonali M. Adki & Sarat Dhal, 2022. "The Impact Of Covid-19 On Digital Payment Habits Of Indian Households," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 25(Special I), pages 19-42, March.
    15. Rösl, Gerhard & Seitz, Franz, 2021. "Cash and crises: No surprises by the virus," IMFS Working Paper Series 150, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    16. Carin van der Cruijsen & Marie-Claire Broekhoff, 2024. "Gender gaps in the world of payments," Working Papers 805, DNB.
    17. Claire Greene & Ellen A. Merry & Joanna Stavins, 2021. "Has COVID Changed Consumer Payment Behavior?," Working Papers 21-12, Federal Reserve Bank of Boston.
    18. Raphael Auer & Giulio Cornelli & Jon Frost, 2022. "The pandemic, cash and retail payment behaviour: insights from the future of payments database," BIS Working Papers 1055, Bank for International Settlements.
    19. Jacek Pietrucha, 2021. "Drivers of the Cash Paradox," Risks, MDPI, vol. 9(12), pages 1-17, December.
    20. Michiel Bijlsma & Carin Cruijsen & Nicole Jonker & Jelmer Reijerink, 2024. "What Triggers Consumer Adoption of Central Bank Digital Currency?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 65(1), pages 1-40, February.

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    More about this item

    Keywords

    COVID-19; Consumer payment behaviour; Consumption; Payment diary data;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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