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Assessing consumer CBDC adoption in Luxembourg: A micro-simulation approach

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  • Gastón Giordana

Abstract

We use micro-simulations to estimate consumer adoption of a central bank digital currency (CBDC) for payments. This requires extending a theoretical model of consumer choice among payment methods with a measure of individual digital preferences. The model defines four types of consumers with different propensities to adopt CBDC. We use data from the 2022 SPACE study of payment attitudes to simulate individual consumer CBDC take-up and then aggregate. Our micro-simulation classifies 1% of consumers as cash-only, 22% as cash-preferring, 29% as cashless-preferring and 47% as cashless-only. Our theoretical results suggest that if CBDC is accepted by all retailers, then cashless-preferring consumers will adopt it instead of cash, but adoption by other consumers would also depend on CBDC design, cost, security and their use of credit cards. Assuming CBDC is universally accepted and can be adopted at no cost, we consider two alternative designs for the CBDC wallet. The first can fund CBDC transactions by drawing cash directly from the user’s bank payment account, which results in consumers executing 24% of the value of their total payments in CBDC. The second design also funds CBDC transactions via a direct link to consumer credit (e.g. drawing on the user’s credit card), which results in consumers executing 92% of the value of their total payments in CBDC.

Suggested Citation

  • Gastón Giordana, 2025. "Assessing consumer CBDC adoption in Luxembourg: A micro-simulation approach," BCL working papers 193, Central Bank of Luxembourg.
  • Handle: RePEc:bcl:bclwop:bclwp193
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    References listed on IDEAS

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    1. Kosse, Anneke & Jansen, David-Jan, 2013. "Choosing how to pay: The influence of foreign backgrounds," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 989-998.
    2. 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.
    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. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    5. Bertrand Candelon & Elena-Ivona Dumitrescu & Christophe Hurlin, 2012. "How to Evaluate an Early-Warning System: Toward a Unified Statistical Framework for Assessing Financial Crises Forecasting Methods," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(1), pages 75-113, April.
    6. Detken, Carsten & Weeken, Olaf & Alessi, Lucia & Bonfim, Diana & Boucinha, Miguel & Castro, Christian & Frontczak, Sebastian & Giordana, Gaston & Giese, Julia & Wildmann, Nadya & Kakes, Jan & Klaus, B, 2014. "Operationalising the countercyclical capital buffer: indicator selection, threshold identification and calibration options," ESRB Occasional Paper Series 5, European Systemic Risk Board.
    7. 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).
    8. Fegatelli, Paolo, 2022. "A central bank digital currency in a heterogeneous monetary union: Managing the effects on the bank lending channel," Journal of Macroeconomics, Elsevier, vol. 71(C).
    9. Gaston Giordana & Michael Ziegelmeyer, 2024. "Using household-level data to guide borrower-based macro-prudential policy," Empirical Economics, Springer, vol. 66(2), pages 785-827, February.
    10. David Andolfatto, 2021. "Assessing the Impact of Central Bank Digital Currency on Private Banks," The Economic Journal, Royal Economic Society, vol. 131(634), pages 525-540.
    11. Meyer, Justus & Teppa, Federica, 2024. "Consumers' payment preferences and banking digitalisation in the euro area," Working Paper Series 2915, European Central Bank.
    12. Fegatelli, Paolo, 2024. "Monetary policy and reserve requirements with a zero-interest digital euro," Journal of Macroeconomics, Elsevier, vol. 80(C).
    13. Nancy Stokey, 2021. "Technology Diffusion," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 42, pages 15-36, October.
    14. 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.
    15. 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.
    16. Travis J. Berge & Òscar Jordà, 2011. "Evaluating the Classification of Economic Activity into Recessions and Expansions," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 246-277, April.
    17. Gaston Giordana & Paolo Guarda, 2019. "Why do social networks introduce virtual currencies?," BCL working papers 132, Central Bank of Luxembourg.
    18. Jonathan Chiu & Seyed Mohammadreza Davoodalhosseini & Janet Jiang & Yu Zhu, 2023. "Bank Market Power and Central Bank Digital Currency: Theory and Quantitative Assessment," Journal of Political Economy, University of Chicago Press, vol. 131(5), pages 1213-1248.
    19. 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.
    20. Cyril Monnet & Hyun Song Shin & Jon Frost & Leonardo Gambacorta & Raphael Auer & Tara Rice, 2022. "Central Bank Digital Currencies: Motives, Economic Implications, and the Research Frontier," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 697-721, August.
    21. 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.
    22. Nocciola, Luca & Zamora-Pérez, Alejandro, 2024. "Transactional demand for central bank digital currency," Working Paper Series 2926, European Central Bank.
    23. Carsten Detken & Olaf Weeken & Lucia Alessi & Diana Bonfim & Miguel M. Boucinha & Christian Castro & Sebastian Frontczak & Gaston Giordana & Julia Giese & Nadya Jahn & Jan Kakes & Benjamin Klaus & Jan, 2014. "Operationalising the countercyclical capital buffer: indicator selection, threshold identification and calibration options," ESRB Occasional Paper Series 05, European Systemic Risk Board.
    24. Giuseppe Pulina, 2023. "Consumer debt in Luxembourg and the euro area: Evidence from the Household Finance and Consumption Survey," BCL working papers 175, Central Bank of Luxembourg.
    25. Li, Jiaqi, 2023. "Predicting the demand for central bank digital currency: A structural analysis with survey data," Journal of Monetary Economics, Elsevier, vol. 134(C), pages 73-85.
    26. Kosse, A., 2014. "Consumer payment choices : Room for further digisation?," Other publications TiSEM 7486cb21-13a2-4609-bad6-e, Tilburg University, School of Economics and Management.
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    More about this item

    Keywords

    CBDC; digital euro; money demand; payments; structural model; micro-simulation;
    All these keywords.

    JEL classification:

    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications

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