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2023 | nr 1(19) | 85--113
Tytuł artykułu

Cash Usage in Poland in 2020: Insights into the Role of the COVID-19 Pandemic and Spatial Aspects

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The study explores the factors likely to induce Polish customers to pay by cash, instead of payment cards, for goods and services they are purchasing. The basis of our investigation is microdata obtained in 2020, during the "Payment Habits in Poland in 2020" study, which was conducted by Narodowy Bank Polski (National Bank of Poland) in 2020. The analysis is performed using the two-stage Heckman approach. In the first stage, card adoption factors are analyzed using a probit model; then, in the second stage, the OLS model is employed to analyze the propensity to pay by cash, despite having a payment card. Apart from typical factors affecting the use of different payment methods, e.g., age, income, education, or perceptions about payment methods, we find an important role of two, yet under-investigated factors, namely: the COVID-19 pandemic and spatial aspects. E.g., we find that self-reported change in payment behavior during the pandemic indeed was reflected in diary studies. Furthermore, we show that instances of merchants' refusal to accept cash significantly impacted payment choices. Moreover, the results indicate significant spatial heterogeneity in payment behavior and that aspects like distance to the nearest ATM impacted cash usage, as more cash is used when ATMs are farther away, illustrating the concept of "cash burns." Lastly, it has been noticed that during the pandemic, ownership of contactless payment cards significantly reduced cash usage, most probably due to the fear of contracting the disease by physical contact with surfaces (like cash). (original abstract)
Rocznik
Numer
Strony
85--113
Opis fizyczny
Twórcy
  • Nicolaus Copernicus University in Toruń, Poland
  • Warsaw University; Narodowy Bank Polski
Bibliografia
  • 1. Alvarez, F., & Lippi, F. (2017). Cash burns: An inventory model with a cash-credit choice. Journal of Monetary Economics, 90, 99-112. https://doi.org/10.1016/j.jmoneco.2017.07.001
  • 2. Arango, C. A., Hogg, D., & Lee, A. (2015). Why is cash (still) so entrenched? Insights from Canadian shopping diaries. Contemporary Economic Policy, 33(1), 141-158. https://doi.org/10.1111/coep.12066
  • 3. Arango, C. A., Huynh, K. P., & Sabetti, L. (2015). Consumer payment choice: Merchant card acceptance versus pricing incentives. Journal of Banking & Finance, 55, 130-141. https://doi.org/10.1016/j.jbankfin.2015.02.005
  • 4. Ashworth, J., & Goodhart, C. A. E. (2020). The surprising recovery of currency usage. International Journal of Central Banking, 16(3), 239-277.
  • 5. Auer, R., Cornelli, G., & Frost, J. (2022). The pandemic, cash and retail payment behaviour: Insights from the future of payments database (BIS Working Paper No. 1055). Bank for International Settlements. https://www.bis.org/publ/work1055.htm
  • 6. Bailey, A. (2009). Banknotes in circulation: Still rising: What does this mean for the future of cash? [Speech]. Bank of England. https://www.bankofengland.co.uk/speech/2009/banknotes-in-circulation-still-rising
  • 7. Beckmann, E., Reiter, S., & Stix, H. (2018). A geographic perspective on banking in Central, Eastern and Southeastern Europe. Focus on European Economic Integration, Q1, 26-47.
  • 8. Boeschoten, W. C., & Fase, M. M. G. (1989). The way we pay with money. Journal of Business & Economic Statistics, 7(3), 319-326. https://doi.org/10.1080/07350015.1989.10509741
  • 9. Borzekowski, R., & Kiser, E. K. (2008). The choice at the checkout: Quantifying demand across payment instruments. International Journal of Industrial Organization, 26(4), 889-902. https://doi.org/10.1016/j.ijindorg.2007.07.006
  • 10. Borzekowski, R., Kiser, E. K., & Ahmed, S. (2008). Consumers' use of debit cards: Patterns, preferences, and price response. Journal of Money, Credit and Banking, 40(1), 149-172. https://doi.org/10.1111/j.1538-4616.2008.00107.x
  • 11. Bounie, D., Camara, Y., & Galbraith, J. W. (2023). Consumer mobility and expenditure during the COVID-19 containments: Evidence from French transaction data. European Economic Review, 151, 104326. https://doi.org/10.1016/j.euroecorev.2022.104326
  • 12. Brown, M., Hentschel, N., Mettler, H., & Stix, H. (2022). The convenience of electronic payments and consumer cash demand. Journal of Monetary Economics, 130, 86-102. https://doi.org/10.1016/j.jmoneco.2022.06.001
  • 13. Caswell, E., Smith, M. H., Learmonth, D., & Pearce, G. (2020). Cash in the time of COVID (Bank of England Quarterly Bulletin No. Q4). Bank of England. https://www.bankofengland.co.uk/quarterly-bulletin/2020/2020-q4/cash-in-the-time-of-covid
  • 14. Chen, H., Engert, W., Huynh, K. P., O'Habib, D., Wu, J., & Zhu, J. (2022). Cash and COVID-19: What happened in 2021 (Bank of Canada Staff Discussion Papers No. 2022-8). Bank of Canada. https://www.bankofcanada.ca/2022/04/staff-discussion-paper-2022-8/
  • 15. Cubides, E., & O'Brien, S. (2022). 2022 Findings from the diary of consumer payment choice [FedNotes]. Federal Reserve Bank of San Francisco. https://www.frbsf.org/cash/publications/fed-notes/2022/may/2022-findings-from-the-diary-of-consumer-payment-choice/
  • 16. Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The Global Findex Database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank. https://doi.org/10.1596/978-1-4648-1897-4
  • 17. Doerr, S., Frost, J., Gambacorta, L., & Qiu, H. (2022). Population ageing and the digital divide. SUERF Policy Briefs, 270. https://www.suerf.org/suer-policy-brief/40251/population-ageing-and-the-digital-divide
  • 18. ECB. (2022). Study on the payment attitudes of consumers in the euro area (SPACE) - 2022. European Central Bank. https://www.ecb.europa.eu/stats/ecb_surveys/space/shared/pdf/ecb.spacereport202212~783ffdf46e.en.pdf
  • 19. Goodhart, C. A., & Ashworth, J. (2020). Coronavirus panic fuels a surge in cash demand (CEPR Discussion Paper No. 14910). Centre for Economic Policy Research. https://cepr.org/publications/dp14910
  • 20. Heckman, J. J. (1976). The common structure of statistical models of truncation, sample selection and limited dependent variables and a simple estimator for such models. In S. V. Berg (Ed.), Annals of economic and social measurement (Vol. 5/4, pp. 475-492). National Bureau of Economic Research. http://www.nber.org/chapters/c10491
  • 21. Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica, 47(1), 153-161. https://doi.org/10.2307/1912352
  • 22. Huterska, A., Piotrowska, A. I., & Szalacha-Jarmużek, J. (2021). Fear of the COVID-19 pandemic and social distancing as factors determining the change in consumer payment behavior at retail and service outlets. Energies, 14, 4191. https://doi.org/10.3390/en14144191
  • 23. Jiang, J. H., & Shao, E. (2020). The cash paradox. Review of Economic Dynamics, 36, 177-197. https://doi.org/10.1016/j.red.2019.09.003^Google Scholar
  • 24. Jonker, N., van der Cruijsen, C., Bijlsma, M., & Bolt, W. (2022). Pandemic payment patterns. Journal of Banking & Finance, 143, 106593. https://doi.org/10.1016/j.jbankfin.2022.106593
  • 25. Kajdi, L. (2022). Consumer payment preferences in the euro area (ECB Working Paper Series No. 2729). European Central Bank. https://www.ecb.europa.eu/pub/pdf/scpwps/ecb.wp2729~77a315ffeb.en.pdf
  • 26. Kaźmierczak, A., Kotkowski, R., & Maciejewski, K. (2021). Pandemia COVID-19 a popyt na pieniądz gotówkowy i zmiany w zachowaniach płatniczych w Polsce w 2020 r. Studia i Prace Kolegium Zarządzania i Finansów, 182, 59-76. https://doi.org/10.33119/SIP.2021.182.4
  • 27. Khiaonarong, T., & Humphrey, D. (2023). Measurement and use of cash by half the world's population (IMF Working Paper WP/23/62). International Monetary Fund. https://doi.org/10.5089/9798400237799.001
  • 28. Kotkowski, R. (2023). National culture and the demand for physical money during the first year of the COVID-19 pandemic. Finance Research Letters, 51, 103483. https://doi.org/10.1016/j.frl.2022.103483
  • 29. Kotkowski, R., Dulinicz, M., & Maciejewski, K. (2021). Payment habits in Poland in 2020. Narodowy Bank Polski. https://nbp.pl/wp-content/uploads/2023/01/Payment-habits-in-Poland-2020n.pdf
  • 30. Kotkowski, R., & Polasik, M. (2021). COVID-19 pandemic increases the divide between cash and cashless payment users in Europe. Economics Letters, 209, 110139. https://doi.org/10.1016/j.econlet.2021.110139
  • 31. Koulayev, S., Rysman, M., Schuh, S., & Stavins, J. (2016). Explaining adoption and use of payment instruments by us consumers. The RAND Journal of Economics, 47(2), 293-325. https://doi.org/10.1111/1756-2171.12129
  • 32. Koźliński, T. (2013). Zwyczaje płatnicze Polaków. Narodowy Bank Polski. https://nbp.pl/wp-content/uploads/2022/09/zwyczaje_platnicze_Polakow-1.pdf
  • 33. Mancini-Griffoli, T., Peria, M. S. M., Agur, I., Ari, A., Kiff, J., Popescu, A., & Rochon, C. (2018). Casting light on central bank digital currency (IMF Staff Discussion Notes SDN/18/08). International Monetary Fund.
  • 34. Manikowski, A. (2017). Raport z badania czynników oddziałujących na wielkość obrotu gotówkowego w Polsce. Narodowy Bank Polski. https://nbp.pl/wp-content/uploads/2022/09/raport-gotowka-2016.pdf
  • 35. Mitchell, O. S., & Lusardi, A. (Eds.). (2011). Financial literacy: Implications for retirement security and the financial marketplace. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199696819.001.0001
  • 36. Norges Bank. (2022). Retail payment services 2021 (Norges Bank Paper No. 2). Norges Bank. https://www.norges-bank.no/en/news-events/news-publications/Reports/Norges-Bank-Papers/2022/memo-22022-payment-services/
  • 37. Pietrucha, J. (2021). Drivers of the cash paradox. Risks, 9(12), 227. https://doi.org/10.3390/risks9120227
  • 38. Pietrucha, J., & Gulewicz, M. (2022). Niepewność a pieniądz gotówkowy w okresie pandemii: Przypadek Polski. Ruch Prawniczy, Ekonomiczny i Socjologiczny, 84(3), 133-153. https://doi.org/10.14746/rpeis.2022.84.3.09
  • 39. Polasik, M., Górka, J., Wilczewski, G., Kunkowski, J., Przenajkowska, K., & Tetkowska, N. (2013). Time efficiency of point-of-sale payment methods: Empirical results for cash, cards and mobile payments. In J. Cordeiro, L. A. Maciaszek, & J. Filipe (Eds.), Lecture notes in business information processing (Vol. 141, pp. 306-320). Springer. https://doi.org/10.1007/978-3-642-40654-6_19
  • 40. Polasik, M., Jakubowska, M., Meler, A., Makowska, M., Modzelewska, M., Tetkowska, N., & Borowski-Beszta, M. (2020). The Polish retail payment market. Acceptance coverage-transactions value-opportunities for innovation. POLASIK Research. https://polasik-research.com/en/content/payment-market-poland-%E2%80%93-2020
  • 41. Puhani, P. (2000). The Heckman correction for sample selection and its critique. Journal of Economic Surveys, 14(1), 53-68. https://doi.org/10.1111/1467-6419.00104
  • 42. Rösl, G., & Seitz, F. (2022). Cash demand in times of crisis. Journal of Payments Strategy & Systems, 16(2), 107-119.
  • 43. Royston, P. (2009). Multiple imputation of missing values: Further update of ice, with an emphasis on categorical variables. The Stata Journal, 9(3), 466-477. https://doi.org/10.1177/1536867X0900900308
  • 44. Schuh, S., & Stavins, J. (2010). Why are (some) consumers (finally) writing fewer checks? The role of payment characteristics. Journal of Banking & Finance, 34(8), 1745-1758. https://doi.org/10.1016/j.jbankfin.2009.09.018
  • 45. Schuh, S., & Stavins, J. (2013). How consumers pay: Adoption and use of payments. Accounting and Finance Research, 2(2), 1-21. https://doi.org/10.5430/afr.v2n2p1
  • 46. Stavins, J. (2017). How do consumers make their payment choices? (Federal Reserve Bank of Boston Research Data Report No. 17-1). Federal Reserve Bank of Boston. https://www.bostonfed.org/publications/research-data-report/2017/how-do-consumers-make-their-payment-choices.aspx
  • 47. Stavins, J. (2018). Consumer preferences for payment methods: Role of discounts and surcharges. Journal of Banking & Finance, 94, 35-53. https://doi.org/10.1016/j.jbankfin.2018.06.013
  • 48. Sveriges Riksbank. (2022). Payments report 2022. Sveriges Riksbank. https://www.riksbank.se/en-gb/payments--cash/payments-in-sweden/payments-report-2022/
  • 49. Świecka, B., Terefenko, P., & Paprotny, D. (2021). Transaction factors' influence on the choice of payment by Polish consumers. Journal of Retailing and Consumer Services, 58, 102264. https://doi.org/10.1016/j.jretconser.2020.102264
  • 50. Tamele, B., Zamora-Pérez, A., Litardi, C., Howes, J., Steinmann, E., & Todt, D. (2021). Catch me (if you can), assessing the risk of Sars-Cov-2 transmission via euro cash (ECB Occasional Paper Series No. 259). European Central Bank. https://www.ecb.europa.eu/pub/pdf/scpops/ecb.op259~33b180d450.en.pdf
  • 51. Trütsch, T. (2020). The impact of contactless payment on cash usage at an early stage of diffusion. Swiss Journal of Economics and Statistics, 156(1), 5. https://doi.org/10.1186/s41937-020-00050-0
  • 52. Trütsch, T., & Marcotty-Dehm, N. (2021). Financial literacy and payment behaviour: Evidence from payment diary survey data. SSRN Electronic Journal, (3918910). SSRN. https://doi.org/10.2139/ssrn.3918910
  • 53. UK Finance. (2022). UK payment markets summary 2022. UK Finance. https://www.ukfinance.org.uk/policy-and-guidance/reports-and-publications/uk-payment-markets-2022
  • 54. Wakamori, N., & Welte, A. (2017). Why do shoppers use cash? Evidence from shopping diary data. Journal of Money, Credit and Banking, 49(1), 115-169. https://doi.org/10.1111/jmcb.12379
  • 55. Wisniewski, T. P., Polasik, M., Kotkowski, R., & Moro, A. (in press). Switching from cash to cashless payments during the COVID-19 pandemic and beyond. International Journal of Central Banking.
  • 56. Zamora-Pérez, A. (2021). The paradox of banknotes: Understanding the demand for cash beyond transactional use (ECB Economic Bulletin No. 2; pp. 121-137). European Central Bank. https://www.ecb.europa.eu/pub/pdf/ecbu/eb202102.en.pdf
  • 57. Zamora-Pérez, A. (2022). Guaranteeing freedom of payment choice: Access to cash in the euro area (ECB Economic Bulletin No. 5; pp. 91-106). European Central Bank. https://www.ecb.europa.eu/pub/pdf/ecbu/eb202205.en.pdf
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