IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v92y2026ics1544612326001133.html

Cash or card – combat or coexistence? A non-cooperative differential game approach

Author

Listed:
  • Bartesaghi, Paolo
  • Beretta, Edoardo
  • Desogus, Marco
  • Korn, Ralf

Abstract

The present letter analyses the current evolution of the monetary landscape mostly characterized by means of payments based on digitization (e.g., credit/debit cards) to the disadvantage of physical ones (e.g., cash). In parallel, pleas for a more sustainable lifestyle are increasingly heard by the banking and financial sector providing payment solutions, which should be also perceived to be sufficiently secure against frauds. For instance, fraud losses due to identity theft are at a cross-country level on the surge for credit-card payments while cash is considered less practical and connected with operational and logistical challenges (e.g., production and issuance, return, sorting and destruction). In the light of these developments and trade-offs, we derive the optimal combination of (digital versus physical) means of payments to pay in an environmentally sustainable and safe way. By means of a non-cooperative differential game, this letter provides a baseline symmetric Nash model supplemented by a Stackelberg extension capturing realistic leader-follower dynamics and calibrates both frameworks to European payment data. We derive closed-form solutions and discuss coexistence conditions for optimal payment systems and suggest directions for future, empirically more sophisticated extensions.

Suggested Citation

  • Bartesaghi, Paolo & Beretta, Edoardo & Desogus, Marco & Korn, Ralf, 2026. "Cash or card – combat or coexistence? A non-cooperative differential game approach," Finance Research Letters, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:finlet:v:92:y:2026:i:c:s1544612326001133
    DOI: 10.1016/j.frl.2026.109582
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612326001133
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2026.109582?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Meyll, Tobias & Walter, Andreas, 2019. "Tapping and waving to debt: Mobile payments and credit card behavior," Finance Research Letters, Elsevier, vol. 28(C), pages 381-387.
    2. Zefeng Chen & Zhengyang Jiang, 2025. "The Liquidity Premium of Digital Payment Vehicle," Management Science, INFORMS, vol. 71(7), pages 5605-5624, July.
    3. 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.
    4. Jack Meaning & Ben Dyson & James Barker & Emily Clayton, 2021. "Broadening Narrow Money: Monetary Policy with a Central Bank Digital Currency," International Journal of Central Banking, International Journal of Central Banking, vol. 17(2), pages 1-42, June.
    5. Broekhoff, Marie-Claire & van der Cruijsen, Carin, 2024. "Paying in a blink of an eye: it hurts less, but you spend more," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 110-133.
    6. Nguyen, Dat Thanh & Tran, Vuong Thao & Le, Anh & Phan, Dinh Hoang Bach, 2025. "Firm-level climate change exposure and trade credit," Innovation and Green Development, Elsevier, vol. 4(5).
    7. Tobias Adrian & Tommaso Mancini-Griffoli, 2021. "The Rise of Digital Money," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 57-77, November.
    8. Faella, Francesca & Zamora-Pérez, Alejandro, 2025. "Keep calm and carry cash: lessons on the unique role of physical currency across four crises," Economic Bulletin Articles, European Central Bank, vol. 6.
    9. Xie, Junming, 2025. "Banking evolution in the digital age: How digital financial inclusion induces systematic financial risk?," Finance Research Letters, Elsevier, vol. 80(C).
    10. Dirk Niepelt, 2024. "Money and Banking with Reserves and CBDC," Journal of Finance, American Finance Association, vol. 79(4), pages 2505-2552, August.
    11. Ke, Zong & Cao, Yuqing & Chen, Zhenrui & Yin, Yuchen & He, Shouchao & Cheng, Yu, 2025. "Early warning of cryptocurrency reversal risks via multi-source data," Finance Research Letters, Elsevier, vol. 85(PB).
    12. Naoki Wakamori & Angelika Welte, 2017. "Why Do Shoppers Use Cash? Evidence from Shopping Diary Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 115-169, February.
    13. 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.
    14. Liñares-Zegarra, José M. & Willesson, Magnus, 2021. "The effects of negative interest rates on cash usage: Evidence for EU countries," Economics Letters, Elsevier, vol. 198(C).
    15. Michael D. Bordo & Andrew T. Levin, 2017. "Central Bank Digital Currency and the Future of Monetary Policy," NBER Working Papers 23711, National Bureau of Economic Research, Inc.
    16. Alberto Di Iorio & Giorgia Rocco, 2025. "Easier Said Than Done: Why Italians Pay in Cash While Preferring Cashless," International Journal of Central Banking, International Journal of Central Banking, vol. 21(3), pages 155-184, July.
    17. Michael D. Bordo & Andrew T. Levin, 2019. "Digital Cash: Principles & Practical Steps," NBER Working Papers 25455, National Bureau of Economic Research, Inc.
    18. Chen, Heng & Huynh, Kim P. & Shy, Oz, 2019. "Cash versus card: Payment discontinuities and the burden of holding coins," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 192-201.
    19. Anneke Kosse, 2013. "The Safety of Cash and Debit Cards: A Study on the Perception and Behavior of Dutch Consumers," International Journal of Central Banking, International Journal of Central Banking, vol. 9(4), pages 77-98, December.
    20. Thiago F. R. Abreu & Elcyon C. R. Lima, 2025. "Macroeconomic Effects of Subsidized Credit," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 17(8), pages 1-94, August.
    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. Fegatelli, Paolo, 2024. "Monetary policy and reserve requirements with a zero-interest digital euro," Journal of Macroeconomics, Elsevier, vol. 80(C).
    2. Guerino Ardizzi & Andrea Nobili & Giorgia Rocco, 2020. "A game changer in payment habits: evidence from daily data during a pandemic," Questioni di Economia e Finanza (Occasional Papers) 591, Bank of Italy, Economic Research and International Relations Area.
    3. 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.
    4. Joanna Stavins, 2017. "How Do Consumers Make Their Payment Choices?," Consumer Payments Research Data Reports 2017-1, Federal Reserve Bank of Atlanta.
    5. Nocciola, Luca & Zamora-Pérez, Alejandro, 2024. "Transactional demand for central bank digital currency," Working Paper Series 2926, European Central Bank.
    6. Shy, Oz, 2020. "How currency denomination and the ATM affect the way we pay," Journal of Economics and Business, Elsevier, vol. 111(C).
    7. 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.
    8. Berg, Tobias & Keil, Jan & Martini, Felix & Puri, Manju, 2024. "CBDCs, Payment Firms, and Geopolitics," CEPR Discussion Papers 19367, Centre for Economic Policy Research.
    9. 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.
    10. Geneviève Vallée, 2018. "How Long Does It Take You to Pay? A Duration Study of Canadian Retail Transaction Payment Times," Staff Working Papers 18-46, Bank of Canada.
    11. Abad, Jorge & Nuño, Galo & Thomas, Carlos, 2025. "CBDC and the operational framework of monetary policy," Journal of Monetary Economics, Elsevier, vol. 151(C).
    12. Claire Greene & Oz Shy, 2020. "How Consumers Get Cash: Evidence from a Diary Survey," Consumer Payments Research Data Reports 2019-1, Federal Reserve Bank of Atlanta.
    13. Son, Jaemin & Ryu, Doojin & Webb, Robert I., 2023. "Central bank digital currency: Payment choices and commercial bank profitability," International Review of Financial Analysis, Elsevier, vol. 90(C).
    14. Svetlana Abramova & Rainer Böhme & Helmut Elsinger & Helmut Stix & Martin Summer, 2022. "What can CBDC designers learn from asking potential users? Results from a survey of Austrian residents (Svetlana Abramova, Rainer Böhme, Helmut Elsinger, Helmut Stix, Martin Summer)," Working Papers 241, Oesterreichische Nationalbank (Austrian Central Bank).
    15. Ueda, Kozo, 2024. "Effects of bank branch/ATM consolidations on cash demand: Evidence from bank account transaction data in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 71(C).
    16. Kim Huynh & Gradon Nicholls & Oleksandr Shcherbakov, 2019. "Explaining the Interplay Between Merchant Acceptance and Consumer Adoption in Two-Sided Markets for Payment Methods," Staff Working Papers 19-32, Bank of Canada.
    17. Carlos Viñuela & Juan Sapena & Gonzalo Wandosell, 2020. "The Future of Money and the Central Bank Digital Currency Dilemma," Sustainability, MDPI, vol. 12(22), pages 1-22, November.
    18. Alberto Di Iorio & Giorgia Rocco, 2025. "Easier Said Than Done: Why Italians Pay in Cash While Preferring Cashless," International Journal of Central Banking, International Journal of Central Banking, vol. 21(3), pages 155-184, July.
    19. Rösl, Gerhard & Seitz, Franz & Tödter, Karl-Heinz, 2017. "Doing away with cash? The welfare costs of abolishing cash," IMFS Working Paper Series 112, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    20. Aiste Juskaite & Sigitas Siaudinis & Tomas Reichenbachas, 2019. "CBDC – in a whirlpool of discussion," Bank of Lithuania Occasional Paper Series 29, Bank of Lithuania.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Systems; Standards; Regimes; Government and the Monetary System
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

    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:eee:finlet:v:92:y:2026:i:c:s1544612326001133. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.