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Challenges for ATM management in times of market variability caused by the COVID-19 pandemic crisi

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  • Marcin Suder

    (AGH University of Science and Technology)

  • Tomasz Wójtowicz

    (AGH University of Science and Technology)

  • Rafał Kusa

    (AGH University of Science and Technology)

  • Henryk Gurgul

    (AGH University of Science and Technology)

Abstract

One of the most important issues related to the management of an Automatic Teller Machine (ATM) network is the correct forecasting of the demand for cash. Typically, this demand, expressed as the value or number of ATM withdrawals, has some regularities that can be used to evaluate future values for these variables. However, forecasting becomes a challenge when a crisis occurs that could affect the behavior of ATM users. In this context, it is important to identify how the development of the crisis and the various information concerning it may affect people’s attitudes to cash. This study aims to examine the impact of the COVID-19 pandemic on the behavior of ATM customers. On the basis of daily data from 81 ATMs, we analyze the changes in the value and number of withdrawals just before and during the COVID-19 pandemic in Poland. An event study analysis allows us to determine precisely the moments in which changes in user behavior took place. This means that it is also possible to examine the reaction of ATM users to the announcement and implementation of the pandemic restrictions, and to determine the factors that had an impact on the change in people’s attitude to cash. Such a study is also important from a sociological point of view, as it enables one to understand people’s reactions to the emerging crisis. Hence, its results may be useful not only for managers of ATM networks, but also for various authorities and policy makers.

Suggested Citation

  • Marcin Suder & Tomasz Wójtowicz & Rafał Kusa & Henryk Gurgul, 2023. "Challenges for ATM management in times of market variability caused by the COVID-19 pandemic crisi," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 31(2), pages 445-465, June.
    • Handle: RePEc:spr:cejnor:v:31:y:2023:i:2:d:10.1007_s10100-022-00816-2
    DOI: 10.1007/s10100-022-00816-2
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    References listed on IDEAS

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    1. Serhan Cevik, 2020. "Dirty money: Does the risk of infectious disease lower demand for cash?," International Finance, Wiley Blackwell, vol. 23(3), pages 460-471, December.
    2. Henryk Gurgul & Tomasz Wójtowicz, 2014. "The impact of US macroeconomic news on the Polish stock market," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 22(4), pages 795-817, December.
    3. Henryk Gurgul & Milena Suliga, 2020. "Impact of futures expiration on underlying stocks: intraday analysis for Warsaw Stock Exchange," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(3), pages 869-904, September.
    4. Henryk Gurgul & Marcin Suder, 2014. "The effect of location on the distribution of withdrawals from selected ATMs of the "Euronet" network," Managerial Economics, AGH University of Science and Technology, Faculty of Management, vol. 15(1), pages 43-62.
    5. Henryk Gurgul & Paweł Majdosz, 2007. "The informational content of insider trading disclosures: empirical results for the Polish stock market," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 15(1), pages 1-19, March.
    6. 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.
    7. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    8. Henryk Gurgul & Marcin Suder, 2016. "Calendar And Seasonal Effects On The Size Of Withdrawals From Atms Managed By Euronet," Statistics in Transition New Series, Polish Statistical Association, vol. 17(4), pages 691-722, December.
    9. Kolari, James W. & Pynnonen, Seppo, 2011. "Nonparametric rank tests for event studies," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 953-971.
    10. Gurgul Henryk & Suder Marcin, 2016. "Calendar and Seasonal Effects on the Size of Withdrawals from Atms Managed By Euronet," Statistics in Transition New Series, Statistics Poland, vol. 17(4), pages 691-722, December.
    11. Victor Dragotă & Elena Ţilică, 2014. "Market efficiency of the Post Communist East European stock markets," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 22(2), pages 307-337, June.
    12. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    13. Fouillet, Cyril & Guérin, Isabelle & Servet, Jean-Michel, 2021. "Demonetization and digitalization: The Indian government's hidden agenda," Telecommunications Policy, Elsevier, vol. 45(2).
    14. Hoda Mansour, 2021. "How successful countries are in promoting digital transactions during COVID-19," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 49(3), pages 435-452, March.
    15. 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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