IDEAS home Printed from https://ideas.repec.org/p/tul/wpaper/1303.html
   My bibliography  Save this paper

Using Dynamic Panel Methods to Estimate Shadow Economies Around the World, 1984-2006

Author

Listed:
  • James Alm

    (Department of Economics, Tulane University)

  • Abel Embaye

    (Department of Economics, University of Arkansas)

Abstract

The paper estimates the size of shadow economy for 111 countries for the years 1984 to 2006 based on the currency demand approach. An important innovation is our use of dynamic panel data methods, which allows us to make several important contributions. First, we estimate the shadow economy for a range of heterogeneous countries that previously could not be included in the same regression. Second, we include variables that measure institutional quality in countries, including a variable that measures enforcement efforts. Third, we account for the persistence of currency demand as it evolves over time. Our results indicate a substantial shadow economy across countries, ranging from 10 to 86 percent of GDP, with some tendency to grow over time. We also find that the shadow economy varies significantly by country income group. The mean shadow economy is 17 percent of GDP for OECD countries, 24 percent for non-OECD high income countries, 33 percent for upper middle income countries, 37 percent for lower middle income countries, and 38 percent for low income countries.

Suggested Citation

  • James Alm & Abel Embaye, 2013. "Using Dynamic Panel Methods to Estimate Shadow Economies Around the World, 1984-2006," Working Papers 1303, Tulane University, Department of Economics.
  • Handle: RePEc:tul:wpaper:1303
    as

    Download full text from publisher

    File URL: https://repec.tulane.edu/RePEc/pdf/tul1303.pdf
    File Function: First Version, February 2013
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Torgler, Benno & Schneider, Friedrich, 2009. "The impact of tax morale and institutional quality on the shadow economy," Journal of Economic Psychology, Elsevier, vol. 30(2), pages 228-245, April.
    2. Lars P. Feld & Bruno S. Frey, 2002. "Trust breeds trust: How taxpayers are treated," Economics of Governance, Springer, vol. 3(2), pages 87-99, July.
    3. Johnson, Simon & Kaufmann, Daniel & Zoido-Lobaton, Pablo, 1998. "Regulatory Discretion and the Unofficial Economy," American Economic Review, American Economic Association, vol. 88(2), pages 387-392, May.
    4. Pierse, R. G. & Snell, A. J., 1995. "Temporal aggregation and the power of tests for a unit root," Journal of Econometrics, Elsevier, vol. 65(2), pages 333-345, February.
    5. David E. A. Giles, 1999. "Modelling the hidden economy and the tax-gap in New Zealand," Empirical Economics, Springer, vol. 24(4), pages 621-640.
    6. Ahumada, Hildegart & Alvaredo, Facundo & Canavese, Alfredo, 2008. "The monetary method to measure the shadow economy: The forgotten problem of the initial conditions," Economics Letters, Elsevier, vol. 101(2), pages 97-99, November.
    7. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    8. repec:bla:kyklos:v:45:y:1992:i:2:p:161-84 is not listed on IDEAS
    9. Bhattacharyya, Dilip K, 1990. "An Econometric Method of Estimating the 'Hidden Economy,' United Kingdom (1960-1984): Estimates and Tests," Economic Journal, Royal Economic Society, vol. 100(402), pages 703-717, September.
    10. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    11. Schneider, Friedrich, 2002. "The Size and Development of the Shadow Economies of 22 Transition and 21 OECD Countries," IZA Discussion Papers 514, Institute of Labor Economics (IZA).
    12. Bruno S. Frey, 1992. "Tertium Datur: Pricing, Regulating and Intrinsic Motivation," Kyklos, Wiley Blackwell, vol. 45(2), pages 161-184, May.
    13. Phillip Cagan, 1958. "The Demand for Currency Relative to the Total Money Supply," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 303-303.
    14. Mr. Ebrima A Faal, 2003. "Currency Demand, the Underground Economy, and, Tax Evasion—The Case of Guyana," IMF Working Papers 2003/007, International Monetary Fund.
    15. James Alma & Jorge Martinez-Vazquez & Friedrich Schneiderb, 2005. "'Sizing' the Problem of the Hard-to-Tax," Contributions to Economic Analysis, in: Taxing the Hard-to-tax: Lessons from Theory and Practice, pages 11-75, Emerald Group Publishing Limited.
    16. Schneider, Friedrich, 2005. "Shadow economies around the world: what do we really know?," European Journal of Political Economy, Elsevier, vol. 21(3), pages 598-642, September.
    17. Edgar L. Feige, 1979. "How Big Is the Irregular Economy?," Challenge, Taylor & Francis Journals, vol. 22(5), pages 5-13, November.
    18. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    19. 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.
    20. repec:bla:scandj:v:86:y:1984:i:4:p:423-39 is not listed on IDEAS
    21. Jerry Marmen Simanjuntak, 2008. "Currency Demand Modeling In Estimating The Underground Economy: A Critique on ‘Excess Sensitivity’ Method and Support for VAR Framework," Working Papers in Economics and Development Studies (WoPEDS) 200806, Department of Economics, Padjadjaran University, revised Sep 2008.
    22. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    23. Bagachwa, M. S. D. & Naho, A., 1995. "Estimating the second economy in Tanzania," World Development, Elsevier, vol. 23(8), pages 1387-1399, August.
    24. Hildegart Ahumada & Facundo Alvaredo & Alfredo Canavese, 2007. "The Monetary Method And The Size Of The Shadow Economy: A Critical Assessment," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(2), pages 363-371, June.
    25. Giles, David E A, 1999. "Measuring the Hidden Economy: Implications for Econometric Modelling," Economic Journal, Royal Economic Society, vol. 109(456), pages 370-380, June.
    26. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    27. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    28. Crane, Steven E & Nourzad, Farrokh, 1986. "Inflation and Tax Evasion: An Empirical Analysis," The Review of Economics and Statistics, MIT Press, vol. 68(2), pages 217-223, May.
    29. Fishburn, Geoffrey, 1981. "Tax Evasion and Inflation," Australian Economic Papers, Wiley Blackwell, vol. 20(37), pages 325-332, December.
    30. Vito Tanzi, 1983. "The Underground Economy in the United States: Annual Estimates, 1930-80 (L'économie clandestine aux Etats-Unis: estimations annuelles, 1930-80) (La "economía subterránea" de Estados Unido," IMF Staff Papers, Palgrave Macmillan, vol. 30(2), pages 283-305, June.
    31. Isilda Shima, 2005. "The Shadow Economy in NorwayDemand for Currency Approach," The IUP Journal of Monetary Economics, IUP Publications, vol. 0(1), pages 61-78, February.
    32. Edgar L. Feige, 2005. "Overseas Holdings Of U.S.Currency And The Underground Economy," Macroeconomics 0501022, University Library of Munich, Germany.
    33. Feige,Edgar L. (ed.), 1989. "The Underground Economies," Cambridge Books, Cambridge University Press, number 9780521262309.
    34. Bhattacharyya, Dilip K, 1999. "On the Economic Rationale of Estimating the Hidden Economy," Economic Journal, Royal Economic Society, vol. 109(456), pages 348-359, June.
    Full references (including those not matched with items on IDEAS)

    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. James Alm & Abel Embaye, 2013. "Using Dynamic Panel Methods to Estimate Shadow Economies Around the World, 1984–2006," Public Finance Review, , vol. 41(5), pages 510-543, September.
    2. Friedrich Schneider & Friedrich Schneider, 2008. "Shadow Economies and Corruption all over the World: What do we Really Know?," Chapters, in: Michael Pickhardt & Edward Shinnick (ed.), The Shadow Economy, Corruption and Governance, chapter 7, pages 122-187, Edward Elgar Publishing.
    3. Friedrich Schneider & Robert Klinglmair, 2004. "Shadow economies around the world: what do we know?," Economics working papers 2004-03, Department of Economics, Johannes Kepler University Linz, Austria.
    4. 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.
    5. Schneider Friedrich & Buehn Andreas, 2017. "Shadow Economy: Estimation Methods, Problems, Results and Open questions," Open Economics, De Gruyter, vol. 1(1), pages 1-29, March.
    6. 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.
    7. 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.
    8. Schneider, Friedrich, 2005. "Shadow economies around the world: what do we really know?," European Journal of Political Economy, Elsevier, vol. 21(3), pages 598-642, September.
    9. Embaye, Abel, 2007. "Underground economy estimates for non-OECD countries using currency demand method, 1984-2005," MPRA Paper 20308, University Library of Munich, Germany.
    10. Psychoyios, Dimitrios & Missiou, Olympia & Dergiades, Theologos, 2021. "Energy based estimation of the shadow economy: The role of governance quality," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 797-808.
    11. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    12. repec:ces:ifodic:v:14:y:2017:i:4:p:19267788 is not listed on IDEAS
    13. Friedrich Schneider & Andreas Buehn & Claudio E. Montenegro, 2011. "Shadow Economies All Over the World: New Estimates for 162 Countries from 1999 to 2007," Chapters, in: Friedrich Schneider (ed.), Handbook on the Shadow Economy, chapter 1, Edward Elgar Publishing.
    14. Schneider, Friedrich, 2014. "The Shadow Economy and Shadow Labor Force: A Survey of Recent Developments," IZA Discussion Papers 8278, Institute of Labor Economics (IZA).
    15. Michael Pickhardt & Jordi Sarda, 2011. "The size of the underground economy in Germany: a correction of the record and new evidence from the modified-cash-deposit-ratio approach," European Journal of Law and Economics, Springer, vol. 32(1), pages 143-163, August.
    16. Philippe Adair, 2012. "The Non-Observed Economy in the European Union Countries (EU-15): A Comparative Analysis of Estimates," Chapters, in: Michael Pickhardt & Aloys Prinz (ed.), Tax Evasion and the Shadow Economy, chapter 5, Edward Elgar Publishing.
    17. Michael Pickhardt & Jordi Sardà, 2015. "Size and causes of the underground economy in Spain: a correction of the record and new evidence from the MCDR approach," European Journal of Law and Economics, Springer, vol. 39(2), pages 403-429, April.
    18. Friedrich Schneider, 2017. "Estimating the Size of the Shadow Economies of Highly-developed Countries: Selected New Results," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 14(04), pages 44-53, February.
    19. González-Fernández, Marcos & González-Velasco, Carmen, 2015. "Analysis of the shadow economy in the Spanish regions," Journal of Policy Modeling, Elsevier, vol. 37(6), pages 1049-1064.
    20. Magdalena Anton (Musat) & Nicoleta Luminita Popescu (Groaznicu) & Oana Camelia Iacob & Sorin Adrian Ciupitu, 2022. "Measurement Of The Underground Economy With The Help Of The Managers Of Economic Entities," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 254-260, February.
    21. Friedrich Schneider, 2017. "Estimating the Size of the Shadow Economies of Highly-developed Countries: Selected New Results," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 14(4), pages 44-53, 02.

    More about this item

    Keywords

    tax evasion; shadow economy; currency demand method; panel data;
    All these keywords.

    JEL classification:

    • H21 - Public Economics - - Taxation, Subsidies, and Revenue - - - Efficiency; Optimal Taxation
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

    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:tul:wpaper:1303. 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: Kerui Geng (email available below). General contact details of provider: https://edirc.repec.org/data/detulus.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.