IDEAS home Printed from https://ideas.repec.org/p/bdi/opques/qef_649_21.html
   My bibliography  Save this paper

Pecunia olet. Cash usage and the underground economy

Author

Listed:
  • Michele Giammatteo

    (Bank of Italy)

  • Stefano Iezzi

    (Bank of Italy)

  • Roberta Zizza

    (Bank of Italy)

Abstract

This paper explores the role of cash usage in feeding the underground economy by using a unique dataset that combines, at province level, official estimates of Italian firms’ underreporting with data on cash transactions drawn from the aggregate anti-money laundering reports filed to the Italian Financial Intelligence Unit (UIF) by banks. In order to derive causal evidence, we apply two different econometric strategies: an instrumental variable approach and a difference-in-difference approach, which exploits the change in the maximum threshold for cash transactions introduced in 2016, thereby providing a measure of the effect of such policy on tax evasion. We find that an increase in cash usage translates, other things being equal, into a higher level of underreporting by firms, and that raising the cash threshold in 2016 – a measure motivated by the objective of boosting spending – had the side effect of leading to a larger underground economy.

Suggested Citation

  • Michele Giammatteo & Stefano Iezzi & Roberta Zizza, 2021. "Pecunia olet. Cash usage and the underground economy," Questioni di Economia e Finanza (Occasional Papers) 649, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:opques:qef_649_21
    as

    Download full text from publisher

    File URL: https://www.bancaditalia.it/pubblicazioni/qef/2021-0649/QEF_649_21.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Paul Marmora & Brenden J. Mason, 2021. "Does the shadow economy mitigate the effect of cashless payment technology on currency demand? dynamic panel evidence," Applied Economics, Taylor & Francis Journals, vol. 53(6), pages 703-718, February.
    2. repec:bla:germec:v:11:y:2010:i::p:109-149 is not listed on IDEAS
    3. Schneider Friedrich & Hametner Bettina, 2014. "The Shadow Economy in Colombia: Size and Effects on Economic Growth," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 20(2), pages 293-325, April.
    4. Iftekhar Hasan & Heiko Schmiedel & Liang Song, 2012. "Returns to Retail Banking and Payments," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(3), pages 163-195, June.
    5. Frey, Bruno S. & Torgler, Benno, 2007. "Tax morale and conditional cooperation," Journal of Comparative Economics, Elsevier, vol. 35(1), pages 136-159, March.
    6. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    7. Immordino, Giovanni & Russo, Francesco Flaviano, 2018. "Cashless payments and tax evasion," European Journal of Political Economy, Elsevier, vol. 55(C), pages 36-43.
    8. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    9. Goel, Rajeev K. & Nelson, Michael A., 2016. "Shining a light on the shadows: Identifying robust determinants of the shadow economy," Economic Modelling, Elsevier, vol. 58(C), pages 351-364.
    10. 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.
    11. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    12. Slemrod, Joel & Yitzhaki, Shlomo, 2002. "Tax avoidance, evasion, and administration," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 3, chapter 22, pages 1423-1470, Elsevier.
    13. Helmut Stix, 2020. "The Austrian bank branch network from 2000 to 2019 from a spatial perspective," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 40, pages 87-101.
    14. Donald D. Hester & Giorgio Calcagnini & Riccardo De Bonis, 2001. "Competition Through Innovation: ATMs in Italian Banks," Rivista italiana degli economisti, Società editrice il Mulino, issue 3, pages 359-382.
    15. Sands, Peter & Weisman, Benjamin & Campbell, Haylea & Keatinge, Tom, 2017. "Limiting the Use of Cash for Big Purchases: Assessing the Case for Uniform Cash Thresholds," International Cash Conference 2017 – War on Cash: Is there a Future for Cash? 162906, Deutsche Bundesbank.
    16. Richard Wright & Erdal Tekin & Volkan Topalli & Chandler McClellan & Timothy Dickinson & Richard Rosenfeld, 2017. "Less Cash, Less Crime: Evidence from the Electronic Benefit Transfer Program," Journal of Law and Economics, University of Chicago Press, vol. 60(2), pages 361-383.
    17. Emi Nakamura & Jón Steinsson, 2018. "Identification in Macroeconomics," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 59-86, Summer.
    18. Ardizzi, Guerino & De Franceschis, Pierpaolo & Giammatteo, Michele, 2018. "Cash payment anomalies and money laundering: An econometric analysis of Italian municipalities," International Review of Law and Economics, Elsevier, vol. 56(C), pages 105-121.
    19. Friedrich Schneider & Andreas Buehn & Claudio Montenegro, 2010. "New Estimates for the Shadow Economies all over the World," International Economic Journal, Taylor & Francis Journals, vol. 24(4), pages 443-461.
    20. Paolo Angelini & Francesco Lippi, 2008. "Did prices really soar after the euro cash changeover? Evidence from ATM withdrawals," Springer Books, in: Paolo Giovane & Roberto Sabbatini (ed.), The Euro, Inflation and Consumer’s Perceptions, chapter 4, pages 109-124, Springer.
    21. Alvarez, Fernando & Argente, David & Jimenez, Rafael & Lippi, Francesco, 2022. "Cash: A Blessing or a curse?," Journal of Monetary Economics, Elsevier, vol. 125(C), pages 85-128.
    22. Laura Barbieri & Mariarosa Borroni & Andrea Lippi & Mariacristina Piva & Simone Rossi, 2021. "Determinants of Bank Branch Presence in Local Areas: A Comparison Between North and South of Italy," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 13(9), pages 1-15, August.
    23. Roberta Zizza, 2002. "Metodologie di stima dell�economia sommersa: un�applicazione al caso italiano," Temi di discussione (Economic working papers) 463, Bank of Italy, Economic Research and International Relations Area.
    24. Kenneth S. Rogoff, 2016. "The Curse of Cash," Economics Books, Princeton University Press, edition 1, number 10798.
    25. Gros, Daniel, 2017. "Implications of the Expanding Use of Cash for Monetary Policy," CEPS Papers 12661, Centre for European Policy Studies.
    26. Silvana Curatolo & Viviana De Giorgi & Filippo Oropallo & Augusto Puggioni & Giampiero Siesto, 2016. "Quality analysis and harmonization issues in the context of “Frame SBS”," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 18(1), pages 15-46.
    27. Francesco Flaviano Russo, 2020. "Cash Thresholds, Cash Expenditure and Tax Evasion," CSEF Working Papers 579, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    28. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    29. Chodorow-Reich, Gabriel, 2020. "Regional data in macroeconomics: Some advice for practitioners," Journal of Economic Dynamics and Control, Elsevier, vol. 115(C).
    30. Klarita Gërxhani, 2004. "The Informal Sector in Developed and Less Developed Countries: A Literature Survey," Public Choice, Springer, vol. 120(3_4), pages 267-300, September.
    31. L. Alam� & D. Conesa & A. Forte & E. Tortosa-Ausina, 2015. "The geography of Spanish bank branches," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(4), pages 722-744, April.
    32. Helmut Stix, 2020. "A spatial analysis of access to ATMs in Austria," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue Q3/20, pages 39-59.
    33. Guerino Ardizzi & Carmelo Petraglia & Massimiliano Piacenza & Friedrich Schneider & Gilberto Turati, 2014. "Money Laundering as a Crime in the Financial Sector: A New Approach to Quantitative Assessment, with an Application to Italy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(8), pages 1555-1590, December.
    34. Mr. Ben Kelmanson & Koralai Kirabaeva & Leandro Medina & Borislava Mircheva & Jason Weiss, 2019. "Explaining the Shadow Economy in Europe: Size, Causes and Policy Options," IMF Working Papers 2019/278, International Monetary Fund.
    35. Christopher Bajada & Friedrich Schneider, 2009. "Unemployment and the Shadow Economy in the oecd," Revue économique, Presses de Sciences-Po, vol. 60(5), pages 1033-1067.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Francesco Flaviano Russo, 2022. "Cash thresholds, cash expenditure and tax evasion," Fiscal Studies, John Wiley & Sons, vol. 43(4), pages 387-403, December.
    2. Sanvi Avouyi-Dovi & Lorraine Chouteau & Lucas Devigne & Emmanuelle Politronacci, 2023. "Shadow Economy in France: What Factors Matter?," Revue d'économie politique, Dalloz, vol. 133(3), pages 453-494.
    3. Michele Manna, 2022. "The bonfire of banknotes," Temi di discussione (Economic working papers) 25, Bank of Italy, Economic Research and International Relations Area.
    4. Rainone, Edoardo, 2023. "Tax evasion policies and the demand for cash," Journal of Macroeconomics, Elsevier, vol. 76(C).

    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. Rainone, Edoardo, 2023. "Tax evasion policies and the demand for cash," Journal of Macroeconomics, Elsevier, vol. 76(C).
    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. Colin C. Williams, 2023. "A Modern Guide to the Informal Economy," Books, Edward Elgar Publishing, number 18668.
    4. Owolabi, Adegboyega O. & Berdiev, Aziz N. & Saunoris, James W., 2022. "Is the shadow economy procyclical or countercyclical over the business cycle? International evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 257-270.
    5. Michele Manna, 2022. "The bonfire of banknotes," Temi di discussione (Economic working papers) 25, Bank of Italy, Economic Research and International Relations Area.
    6. Medda, Tiziana & Palmisano, Flaviana & Sacchi, Agnese, 2022. "Informal we stand? The role of social progress around the world," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 660-675.
    7. Afonso, Oscar & Neves, Pedro Cunha & Pinto, Tiago, 2020. "The non-observed economy and economic growth: A meta-analysis," Economic Systems, Elsevier, vol. 44(1).
    8. Dagmara Nikulin & Ewa Lechman, 2021. "Shadow Economy in Poland: Results of the Survey," SpringerBriefs in Economics, in: Shadow Economy in Poland, chapter 0, pages 49-65, Springer.
    9. Hailin Chen & Friedrich Schneider & Qunli Sun, 2020. "Measuring the size of the shadow economy in 30 provinces of China over 1995–2016: The MIMIC approach," Pacific Economic Review, Wiley Blackwell, vol. 25(3), pages 427-453, August.
    10. Aristidis Bitzenis & Vasileios Vlachos & Friedrich Schneider, 2016. "An Exploration of the Greek Shadow Economy: Can Its Transfer into the Official Economy Provide Economic Relief Amid the Crisis?," Journal of Economic Issues, Taylor & Francis Journals, vol. 50(1), pages 165-196, January.
    11. Hazans, Mihails, 2011. "What explains prevalence of informal employment in European countries : the role of labor institutions, governance, immigrants, and growth," Policy Research Working Paper Series 5917, The World Bank.
    12. Khorana, Sangeeta & Caram, Santiago & Biagetti, Marco, 2021. "Vicious Circle or New Paradigm? Exploring the Impact of Shadow Economy on Labour Market in Latin America and Eurozone," GLO Discussion Paper Series 983, Global Labor Organization (GLO).
    13. Feige, Edgar L., 2015. "Reflections on the meaning and measurement of Unobserved Economies: What do we really know about the “Shadow Economy”?," MPRA Paper 68466, University Library of Munich, Germany.
    14. Markandya, Anil & González-Eguino, Mikel & Escapa, Marta, 2013. "From shadow to green: Linking environmental fiscal reforms and the informal economy," Energy Economics, Elsevier, vol. 40(S1), pages 108-118.
    15. Mughal, Khurrum & Schneider, Friedrich, 2018. "Shadow Economy in Pakistan: Its Size and Interaction with Official Economy," MPRA Paper 87087, University Library of Munich, Germany.
    16. Sultana, Nahid & Rahman, Mohammad Mafizur & Murad, S.M. Woahid, 2024. "Asymmetric role of the informal sector on economic growth: Empirical investigation on a developing country," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 96-107.
    17. Friedrich Schneider, 2013. "Work in the Shadow: Some Facts," Economics working papers 2013-18, Department of Economics, Johannes Kepler University Linz, Austria.
    18. Saunoris, James W., 2024. "Individualism, economic freedom, and the development of the shadow economy," Economic Systems, Elsevier, vol. 48(1).
    19. Hakan Kum, 2024. "The Relationship Between Informal Economy and Income Inequality: An Econometric Analysis for BRICS Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 14(1), pages 117-125, January.
    20. Mauro Marè & Antonello Motroni & Francesco Porcelli, 2015. "Family Ties and Underground Economy," Working papers 16, Società Italiana di Economia Pubblica.

    More about this item

    Keywords

    shadow economy; tax evasion; cash threshold; bank branches; ATM; cashless payments;
    All these keywords.

    JEL classification:

    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • E26 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Informal Economy; Underground Economy
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:bdi:opques:qef_649_21. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bdigvit.html .

    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.