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Payment Innovations, the Shadow Economy and Cash Demand of Households in Euro Area Countries

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  • Hans-Eggert Reimers
  • Friedrich Schneider
  • Franz Seitz

Abstract

We analyze for the first time cash holdings of private households in all euro area countries from 2002 to 2019 within a panel cointegration framework. Besides the traditional determinants of cash demand like transactions balances and opportunity costs, we concentrate on cashless payments media as substitutes to cash payments and the role of the shadow economy. Moreover, we take due account of country-specific repercussions of the financial and economic crisis of 2008/09, time series properties and distinguish between small and large countries. We find a significant and positive relationship among households' cash holdings, the volume of transactions and the size of the shadow economy irrespective of country size for all euro area countries over our sample period. Additionally, there is a substitution relationship between the accessibility and availability of cashless payments media and cash demand. And a decreasing number of ATMs reduces cash holdings. These results have important political and financial implications.

Suggested Citation

  • Hans-Eggert Reimers & Friedrich Schneider & Franz Seitz, 2020. "Payment Innovations, the Shadow Economy and Cash Demand of Households in Euro Area Countries," CESifo Working Paper Series 8574, CESifo.
    • Handle: RePEc:ces:ceswps:_8574
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    1. Buiter, Willem H., 2009. "Negative nominal interest rates: Three ways to overcome the zero lower bound," The North American Journal of Economics and Finance, Elsevier, vol. 20(3), pages 213-238, December.
    2. Fischer, Björn & Köhler-Ulbrich, Petra & Seitz, Franz, 2004. "The demand for euro area currencies: past, present and future," Working Paper Series 330, European Central Bank.
    3. Jonathan Ashworth & Charles A.E. Goodhart, 2020. "The Surprising Recovery of Currency Usage," International Journal of Central Banking, International Journal of Central Banking, vol. 16(3), pages 239-277, June.
    4. repec:bla:germec:v:11:y:2010:i::p:109-149 is not listed on IDEAS
    5. Nikolaus Bartzsch & Franz Seitz, 2016. "Cash Holdings in Germany and the Demand for “German” Banknotes: What Role Is There for Cashless Payments?," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Jakub Górka (ed.), Transforming Payment Systems in Europe, chapter 4, pages 111-148, Palgrave Macmillan.
    6. Mathias Drehmann & Charles Goodhart & Malte Krueger, 2002. "The challenges facing currency usage: will the traditional transaction medium be able to resist competition from the new technologies? [‘Statement before the subcommittee on general oversight and i," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(34), pages 193-228.
    7. Ansgar Belke & Clemens Domnick & Daniel Gros, 2017. "Business Cycle Synchronization in the EMU: Core vs. Periphery," Open Economies Review, Springer, vol. 28(5), pages 863-892, November.
    8. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    9. Gene Amromin & Sujit Chakravorti, 2009. "Whither Loose Change? The Diminishing Demand for Small-Denomination Currency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2-3), pages 315-335, March.
    10. Immordino, Giovanni & Russo, Francesco Flaviano, 2018. "Cashless payments and tax evasion," European Journal of Political Economy, Elsevier, vol. 55(C), pages 36-43.
    11. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    12. Michael Pickhardt & Jordi Sardà, "undated". "Cash, Hoarding and the Underground Economy," Working Papers 201282, Institute of Spatial and Housing Economics, Munster Universitary.
    13. Esselink, Henk & Gijsel, Lola Hernandez-van, 2017. "The use of cash by households in the euro area," Occasional Paper Series 201, European Central Bank.
    14. Lars P. Feld & Friedrich Schneider, 2010. "Survey on the Shadow Economy and Undeclared Earnings in OECD Countries," German Economic Review, Verein für Socialpolitik, vol. 11(2), pages 109-149, May.
    15. Fernando Alvarez & Francesco Lippi, 2009. "Financial Innovation and the Transactions Demand for Cash," Econometrica, Econometric Society, vol. 77(2), pages 363-402, March.
    16. Lone Christiansen & Alessandro Prati & Luca Antonio Ricci & Thierry Tressel, 2010. "External Balance in Low-Income Countries," NBER Chapters, in: NBER International Seminar on Macroeconomics 2009, pages 265-322, National Bureau of Economic Research, Inc.
    17. Schneider,Friedrich & Enste,Dominik H., 2016. "The Shadow Economy," Cambridge Books, Cambridge University Press, number 9781316600894.
    18. Jakub Górka (ed.), 2016. "Transforming Payment Systems in Europe," Palgrave Macmillan Studies in Banking and Financial Institutions, Palgrave Macmillan, number 978-1-137-54121-5, June.
    19. Morten Linnemann Bech & Umar Faruqui & Frederik Ougaard & Cristina Picillo, 2018. "Payments are a-changin' but cash still rules," BIS Quarterly Review, Bank for International Settlements, March.
    20. Rua, António, 2018. "Modelling currency demand in a small open economy within a monetary union," Economic Modelling, Elsevier, vol. 74(C), pages 88-96.
    21. Leandro Medina & Mr. Friedrich Schneider, 2018. "Shadow Economies Around the World: What Did We Learn Over the Last 20 Years?," IMF Working Papers 2018/017, International Monetary Fund.
    22. William J. Baumol, 1952. "The Transactions Demand for Cash: An Inventory Theoretic Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(4), pages 545-556.
    23. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long‐run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    24. 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.
    25. 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.
    26. Goodhart, Charles & Ashworth, Jonathan, 2020. "Coronavirus panic fuels a surge in cash demand," CEPR Discussion Papers 14910, C.E.P.R. Discussion Papers.
    27. Bartzsch, Nikolaus & Rösl, Gerhard & Seitz, Franz, 2011. "Der Auslandsumlauf deutscher Euro-Banknoten: Schätzung mit indirekten Ansätzen," Discussion Paper Series 1: Economic Studies 2011,21, Deutsche Bundesbank.
    28. Ashworth, J. & Goodhart, C. A. E., 2020. "The surprising recovery of currency usage," LSE Research Online Documents on Economics 105303, London School of Economics and Political Science, LSE Library.
    29. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    30. António Rua, 2019. "Modelling the Demand for Euro Banknotes," Working Papers w201905, Banco de Portugal, Economics and Research Department.
    31. Bartzsch, Nikolaus & Rösl, Gerhard & Seitz, Franz, 2013. "Currency movements within and outside a currency union: The case of Germany and the euro area," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(4), pages 393-401.
    32. Friedrich SCHNEIDER, 2016. "Estimating the Size of the Shadow Economy: Methods, Problems and Open Questions," Turkish Economic Review, KSP Journals, vol. 3(2), pages 256-280, June.
    33. Bartzsch, Nikolaus & Rösl, Gerhard & Seitz, Franz, 2011. "Foreign demand for euro banknotes issued in Germany: Estimation using direct approaches," Discussion Paper Series 1: Economic Studies 2011,20e, Deutsche Bundesbank.
    34. Jobst, Clemens & Stix, Helmut, 2017. "Doomed to Disappear? The Surprising Return of Cash Across Time and Across Countries," CEPR Discussion Papers 12327, C.E.P.R. Discussion Papers.
    35. Katrin Assenmacher & Franz Seitz & Jörn Tenhofen, 2019. "The demand for Swiss banknotes: some new evidence," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-22, December.
    36. Schmidt-Dengler, Philipp & Stix, Helmut & Huynh, Kim P., 2014. "The Role of Card Acceptance in the Transaction Demand for Money," CEPR Discussion Papers 10183, C.E.P.R. Discussion Papers.
    37. Helmut Herwartz & Jordi Sardà & Bernd Theilen, 2016. "Money demand and the shadow economy: empirical evidence from OECD countries," Empirical Economics, Springer, vol. 50(4), pages 1627-1645, June.
    38. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    39. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    40. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    41. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    42. David, Bounie & Abel, François & Patrick, Waelbroeck, 2016. "Debit card and demand for cash," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 55-66.
    43. Casey B. Mulligan & Xavier Sala-i-Martin, 2000. "Extensive Margins and the Demand for Money at Low Interest Rates," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 961-991, October.
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    45. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    46. 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.
    47. Kari Takala & Matti Viren, 2010. "Is Cash Used Only in the Shadow Economy?," International Economic Journal, Taylor & Francis Journals, vol. 24(4), pages 525-540.
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    2. Paraskevi Koufopoulou & Colin C. Williams & Athanassios Vozikis & Kyriakos Souliotis & Antonios Samprakos, 2021. "Estimating Shadow Economy Size in Greece 2000 - 2018: A Flexible MIMIC Approach," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 71(3-4), pages 23-47, July-Dece.
    3. Jacek Pietrucha, 2021. "Drivers of the Cash Paradox," Risks, MDPI, vol. 9(12), pages 1-17, December.

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    More about this item

    Keywords

    cash; cashless payments; shadow economy; cash demand function; panel cointegration;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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