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Addressing the limitations of forecasting banknote demand

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  • Miller, Callum

Abstract

Central banks need to forecast banknote demand. It determines the number of notes they need printed and the future distribution network required. Yet forecasting demand is an inherently complex problem - banknotes are anonymous bearer instruments and so many of the sources of demand are difficult to research. This paper sets out a framework for identifying and assessing drivers likely to influence banknote demand. It presents, for the first time, the findings from an econometric model, looking at the past relationship between demand for Bank of England notes and a range of economic variables and cash industry statistics, to help forecast future demand. But this approach has its limitations. There will be determinants of demand not included in the model. Furthermore, what is to say that past relationships will hold into the future? Perhaps we are now approaching a point of inflection - a paradigm shift in the demand for cash that causes the pre-existing relationships to break down. To account for this, central banks must continue to research cash demand, its current and future drivers, and how significant they might be going forward. They must look for leading indicators that suggest a break with the past, and attempt to understand how, and when, the impact of technological change may significantly change the trajectory of cash use. This paper will set out a structure for capturing all of this information and using it to make judgements on the future of cash. Whilst it might improve central bank’s forecasting capability, and thus the basis for policy decisions, it will not eliminate all uncertainty. Therefore, central banks must retain flexibility, and ensure the wider cash industry does as well. There is a future for cash but we must constantly be alert to events that might change what that future looks like.

Suggested Citation

  • Miller, Callum, 2017. "Addressing the limitations of forecasting banknote demand," International Cash Conference 2017 – War on Cash: Is there a Future for Cash? 162912, Deutsche Bundesbank.
  • Handle: RePEc:zbw:iccp17:162912
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    References listed on IDEAS

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    1. Feige,Edgar L. (ed.), 1989. "The Underground Economies," Cambridge Books, Cambridge University Press, number 9780521262309, October.
    2. 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.
    3. Schneider,Friedrich & Enste,Dominik H., 2016. "The Shadow Economy," Cambridge Books, Cambridge University Press, number 9781316600894, October.
    4. Tom Cusbert & Thomas Rohling, 2013. "Currency Demand during the Global Financial Crisis: Evidence from Australia," RBA Research Discussion Papers rdp2013-01, Reserve Bank of Australia.
    5. Fish, Tom & Whymark , Roy, 2015. "How has cash usage evolved in recent decades? What might drive demand in the future?," Bank of England Quarterly Bulletin, Bank of England, vol. 55(3), pages 216-227.
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    Cited by:

    1. Svetlana V. Krivoruchko, 2019. "Demand for Money and Circulation of Large Face Value Banknotes: Current Trends," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 2, pages 96-108, April.
    2. Luca Baldo & Elisa Bonifacio & Marco Brandi & Michelina Lo Russo & Gianluca Maddaloni & Andrea Nobili & Giorgia Rocco & Gabriele Sene & Massimo Valentini, 2021. "Inside the black box: tools for understanding cash circulation," Mercati, infrastrutture, sistemi di pagamento (Markets, Infrastructures, Payment Systems) 7, Bank of Italy, Directorate General for Markets and Payment System.
    3. André Cardoso Dias, 2019. "Estimating a country’s currency circulation within a monetary union," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Are post-crisis statistical initiatives completed?, volume 49, Bank for International Settlements.
    4. Tamás Végsõ, 2020. "Comparative Analysis of the Changes in Cash Demand in Hungary," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 19(1), pages 90-118.

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