Estimation methods for the shadow economy. A systematic literature review
Métodos de estimativa para a economia subterrânea. Uma revisão sistemática da literatura
DOI:
https://doi.org/10.34140/bjbv5n3-010Palavras-chave:
Shadow economy, underground economy, estimation methodsResumo
Estimating the shadow economy is by no means a simple task. The hidden nature of the phenomenon makes it difficult to measure. In the literature, there are various methods used in estimating the shadow economy, each of which has its strengths and weaknesses. This paper aims to be a detailed literature review of the different types of methods existing at the current time. The review can be a good reference in deciding which of the methods is best to serve one’s purpose when measuring the underground economy. Analyzing the advantages and shortcomings of each method, as well as the methodology used, can lead to a rational decision regarding the estimation of the shadow economy. Reviewing the literature, we identified three main groups of methods for estimating the shadow economy: 1) Direct methods; 2) Indirect methods; and 3) Model approach. Over the years, there has been an increasing interest in developing estimation models for the shadow economy, but, to date, there is no universally accepted definition for the concept, nor a universally accepted type of model used. However, the most frequently used method to estimate the shadow economy, in recent years has been the model approach (MIMIC), despite its limitations. When deciding which model to use to estimate the shadow economy, one has to consider the definition of the concept (what kinds of activities will be included), the availability of data necessary, and the methodology used. Our paper is useful both for academical purposes but also for policy makers in order to find the best tool of measuring the shadow economy around the world countries.
Referências
Achim, MV and Borlea, N.S. (2020). Economic and Financial Crime: Corruption, Shadow Economy, and Money Laundering, Studies of Organized Crime, Vol. 20. Cham: Springer International Publishing
Ahumada, H., Alvaredo, F., & Canavese, A. (2009). The monetary method to measure the size of the shadow economy. Revue Économique, 60, 1069–1078
Alm, J., & Embaye, A. (2013). Using dynamic panel methods to estimate shadow economies around the world, 1984–2006. Public Finance Review, 41(5), 510-543.
Barthe, M.A. (1985), “Choˆmage, travail au noir et entraide familial”, Consommation, Vol. 3 No. 1, pp. 23-42
Bashlakova, V., & Bashlakov, H. (2021). The study of the shadow economy in modern conditions: Theory, methodology, practice. The Quarterly Review of Economics and Finance, 81, 468-480.
Boeschoten, W.C. and M.M.G. Fase (1984), The Volume of Payments and the Informal Economy in the Netherlands 1965–1982. M. Nijhoff, Dordrecht.
Breusch, T. (2005). Estimating the underground economy using MIMIC models. Working Paper, National University of Australia, Canberra, Australia.3e
Buehn, A. & Schneider, F. (2007). Shadow economies and corruption all over the world: Revised estimates for 120 countries. Economics, 1(9), 1–66.
Cagan, P. (1958). The demand for currency relative to the total money supply. Journal of Political Economy, 67, 303-328.
Chen, H. ; Schneider, F (2019). Size and Causes of Shadow Economy in China over 1978–2016: Based on the Currency Demand Method. Retrieved on, 2018.
Contini, B. (1981), Labor market segmentation and the development of the parallel economy: the Italian experience, Oxford Economic Papers, 33, pp. 401–412.
Dell’Anno, R., & Schneider, F. G. (2006). Estimating the underground economy by using MIMIC models: A Response to T. Breusch's critique (No. 0607). Working paper.
Dell’Anno, R., & Schneider, F. (2009). A complex approach to estimate shadow economy: the structural equation modelling. In Coping with the Complexity of Economics (pp. 111-130). Springer, Milano.
Del Boca, D. (1981), Parallel economy and allocation of time, Micros (Quarterly Journal of Microeconomics), 4, pp. 13–1
Del Boca, D., & Forte, F. (1982). Recent empirical surveys and theoretical interpretations of the parallel economy in Italy. The underground economy in the United States and abroad, Lexington (Mass.), Lexington, 160-178.
Eurostat, & EUROSTAT. (2014). Essential SNA: Building the basics.
Eilat, Y., & Zinnes, C. (2002). The shadow economy in transition countries: Friend or foe? A policy perspective. World Development, 30(7), 1233-1254.
Elgin, C., & Erturk, F. (2019). Informal economies around the world: Measures, determinants and consequences. Eurasian Economic Review, 9(2), 221-237.
Feige, E. L. (1979). How big is the irregular economy? Challenge, 22(1), 5–13.
Feige, E. L. (1996). Overseas holdings of US currency and the underground economy. Exploring the Underground Economy. Kalamazoo, Michigan, 5-62.
Feige, E. L. (2016). Professor Schneider's shadow economy: what do we really know? A rejoinder. Forthcoming in the Journal of Tax Administration, 2(2).
Feige, E. L. (2016). Reflections on the Meaning and Measurement of Unobserved Economies: What Do We Really Know About the'Shadow Economy'. Journal of Tax Administration (2016) Vol, 2.
Fortin, B., Garneau, G., Lacroix, G., Lemieux, T. and Montmarquette, C. (1996), L’Economie Souterraine au Quebec: mythes et realites, Presses de l’Universite Laval, Laval.
Frey, B.S. and H. Weck (1983a), Bureaucracy and the shadow economy: a macro-approach, in: Hanusch, H. (ed.), Anatomy of Government Deficiencies, Springer, Berlin, pp. 89–109.
Frey, B.S. and H. Weck (1983b), Estimating the shadow economy: a “naïve” approach, Oxford Economic Papers, 35, pp. 23–44.
Frey, B.S. and H. Weck-Hannemann (1984), The hidden economy as an “unobserved” variable, European Economic Review, 26, pp. 33–53.
Franz, A. (1983), Wie groß ist die „schwarze“ Wirtschaft?, Mitteilungsblatt der Österreichischen Statistischen Gesellschaft, 49, pp. 1–6.
Gutmann, P.M. (1977), The subterranean economy, Financial Analysts Journal, 34/1, pp. 24– 27.
Hassan, M., & Schneider, F. (2016). Size and development of the shadow economies of 157 countries worldwide: Updated and new measures from 1999 to 2013. Available at SSRN 2861026.
Helberger, C., & Knepel, H. (1988). How big is the shadow economy? A re-analysis of the unobserved-variable approach of B.S. Frey and H. Weck-Hannemann. European Economic Review, 32, 965–976.
Henderson, J. V., Storeygard, A., & Weil, D. N. (2012). Measuring economic growth from outer space. American economic review, 102(2), 994-1028.
Howe, L. (1988), “Unemployment, doing the double and local labour markets in Belfast”, in Cartin, C. and Wilson, T. (Eds), Ireland from below: Social Change and Local Communities in Modern Ireland, Gill and Macmillan, Dublin
Johnson, S., Kaufmann, D., & Shleifer, A., (1997). The unofficial economy in transition. Brook. Pap. Econ. Act. 2, 159–239.
Johnson, S., Kaufmann, D. and P. Zoido-Lobatón (1998a), Regulatory discretion and the unofficial economy, The American Economic Review, 88/2, pp. 387–392.
Johnson, S., Kaufmann D. and P. Zoido-Lobatón (1998b), Corruption, Public Finances and the Unofficial Economy, World Bank Policy Research Working Paper Series No. 2169, The World Bank, Washington, D.C.
Kaliberda, A., & Kaufmann, D. (1996). Integrating the unofficial economy into the dynamics of post-socialist economies: A framework of analysis and evidence. The World Bank.015 p5
Lackó, M. (1996). Hidden economy in East-European countries in international comparison. International Institute for Applied Systems Analysis (IIASA), Laxenburg.
Lemieux, T., Fortin, B. and Frechette, P. (1994), The effect of taxes on labor supply in the underground economy. American Economic Review, Vol. 84 No. 1, pp. 231-54.
Leonard, M. (1994), Informal Economic Activity in West Belfast, Ashgate, Aldershot.
Lizzeri, C. (1979), Mezzogiorno in Controluce. Enel, Naples.
MacAfee, K. (1980), A glimpse of the hidden economy in the national accounts, Economic Trends, 136, pp. 81–87
McCrohan, K., Smith, J.D. and Adams, T.K. (1991), “Consumer purchases in informal markets: estimates for the 1980s, prospects for the 1990s”, Journal of Retailing, Vol. 67 No. 1, pp. 22-50.
Medina, L. & Schneider, F., (2018). Shadow economies around the world: what did we learn over the last 20 years? International Monetary Fund working papers. African Department, Washington, DC doi: 10.5089/9781484338636.001.
Medina, L., & Schneider, F. (2019). Shedding light on the shadow economy: A global database and the interaction with the official one. CESifo Working Paper No. 7981
OECD. (2002). Measuring the Non-Observed Economy.
O’Higgins, M. (1989), Assessing the underground economy in the United Kingdom, in: Feige, E.L. (ed.), The Underground Economies: Tax Evasion and Information Distortion, Cambridge University Press, Cambridge, UK, pp. 175–195.
O’Neill, D.M. (1983), Growth of the underground economy 1950–81: some evidence from the current population survey, Study for the Joint Economic Committee, U.S. Congress Joint Committee Print, U.S. Gov. Printing Office, Washington, DC, pp. 98–122.
Quintano, C., & Mazzocchi, P. (2013). The shadow economy beyond European public governance. Economic Systems, 37, 650–670.
Pahl, R.E. (1984), Divisions of Labour, Blackwell, Oxford
Park, T. (1979), Reconciliation Between Personal Income and Taxable Income, Bureau of Economic Analysis, Washington, DC, pp. 1947–1977.
Petersen, H.G. (1982), Size of the public sector, economic growth and the informal economy: development trends in the Federal Republic of Germany, Review of Income and Wealth, 28, pp. 191–215
Portes, A. (1996), The informal economy, in: Pozo, S. (ed.), Exploring the Underground Economy, W.E. Upjohn Institute for Employment Research, Kalamazoo, pp. 147–165
Psychoyios, D., Missiou, O., & Dergiades, T. (2021). Energy based estimation of the shadow economy: The role of governance quality. The Quarterly Review of Economics and Finance, 80, 797-808.
Ruge, M. (2010). Determinants and size of the shadow economy – A structural equation model. International Economic Journal, 24, 511–524
Schneider, F. (2019). Size of the shadow economies of 28 European Union countries from 2003 to 2018. In European Union (pp. 111-121). Palgrave Macmillan, Cham.
Schneider, F. & Enste, D. (2000). Shadow economies: size, causes, and consequences. J. Econ. Lit. 38, 77–114.
Schneider, F., Buehn, A., & Montenegro, C.E. (2010). New estimates for shadow economies all over the world. Int. Econ. J. 24(4), 443–461.
Schneider, F., Raczkowski K., Mróz, B., (2015),"Shadow economy and tax evasion in the EU", Journal of Money Laundering Control, Vol. 18 Iss 1 pp. 34 – 51
Schneider, F., & Buehn, A. (2018). Shadow economy: Estimation methods, problems, results and open questions. Open Economics, 1(1), 1-29.
Schneider, F., Linsbauer, K., & Heinemann, F. (2015). Religion and the Shadow Economy. Kyklos, 68(1), 111–41.
Smith, P. (1994), Assessing the size of the underground economy: the Canadian statistical perspectives, Canadian Economic Observer, 11, pp. 16–33.
Takala, K., & Viren, M. (2010). Is Cash Used Only in the Shadow Economy? International Economic Journal, 24, 525–540.
Tanzi, V. (1980), The underground economy in the United States: estimates and implications, Banca Nazionale del Lavoro, 135, pp. 427–453.
Tanzi, V. (1983), The underground economy in the United States: annual estimates, 1930–1980, IMF Staff Papers, 30, pp. 283–305
Warde, A. (1990), “Household work strategies and forms of labour: conceptual and empirical issues”, Work, Employment & Society, Vol. 4 No. 4, pp. 495-515.
Williams, C.C. (2004), Cash-in-hand Work: The Underground Sector and the Hidden Economy of Favours, Palgrave-Macmillan, London.
Williams C., (2006),"Evaluating the magnitude of the shadow economy: a direct survey approach", Journal of Economic Studies, Vol. 33 Iss 5 pp. 369 – 385
Williams, C. C., & Schneider, F. (2013). The shadow economy. London: Institute of Economic Affairs.
Williams, C.C. and Windebank, J. (2001), "Acquiring goods and services in lower income populations: an evaluation of consumer behaviour and preferences", International Journal of Retail & Distribution Management, Vol. 29 No. 1, pp. 16-24.
Yoo, T., & Hyun, J. K. (1998). International comparison of the black economy: Empirical evidence using micro-level data. Paper Presented at 1998 Congress of Int. Institute Public Finance
