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Energy based estimation of the Shadow Economy: The role of Governance Quality

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Abstract

The shadow economy (SE) is a pathological normalcy, not only in developing countries but also in developed ones, causing disagreeable distortions in the real economy. In this paper, we estimate the size of the informal sector in nineteen countries of the European Union (EU) by implementing three variations of the physical input approach (we use electricity consumption as input). All estimates show that EU countries experience high shadow economy levels with a decreasing trend. Moreover, we assess the explanatory power of three governance quality indicators of the informal sector using a set of panel regression specifications as well as a set of quantile regression specifications. Both approaches show that overall governance quality is the most prominent factor in determining the SE levels. Given the inherent advantage of quantile regression to identify impact differentiations across the conditional distribution of the dependent variable a significant policy action is revealed. In particular, countries with high shadow economy levels can reduce their informal sector, at an increasing rate, by improving governance quality.

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  • Dimitrios Psychoyios & Olympia Missiou & Theologos Dergiades, 2019. "Energy based estimation of the Shadow Economy: The role of Governance Quality," Discussion Paper Series 2019_07, Department of Economics, University of Macedonia, revised Nov 2019.
  • Handle: RePEc:mcd:mcddps:2019_07
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    1. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    2. Simon Johnson & Daniel Kaufman & Andrei Shleifer, 1997. "The Unofficial Economy in Transition," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(2), pages 159-240.
    3. 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.
    4. Edgar L. Feige & Ivica Urban, 2003. "Estimating the Size and Growth of Unrecorded Economic Activity in Transition Countries: A Re-evaluation of Electric Consumption Method Estimates and their Implications," Macroeconomics 0311010, University Library of Munich, Germany.
    5. 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.
    6. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    7. Oliver Reimers, 2015. "Tax Evasion and the Shadow Economy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(04), pages 61-62, January.
    8. Helberger, Christof & Knepel, Helmut, 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, Elsevier, vol. 32(4), pages 965-976, April.
    9. Rafael La Porta & Andrei Shleifer, 2008. "The Unofficial Economy and Economic Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 275-363.
    10. Schreiber Sven, 2008. "The Hausman Test Statistic can be Negative even Asymptotically," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(4), pages 394-405, August.
    11. Axel Dreher & Friedrich Schneider, 2010. "Corruption and the shadow economy: an empirical analysis," Public Choice, Springer, vol. 144(1), pages 215-238, July.
    12. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross‐Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
    13. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    14. 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.
    15. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    16. Ucar, Nuri & Omay, Tolga, 2009. "Testing for unit root in nonlinear heterogeneous panels," Economics Letters, Elsevier, vol. 104(1), pages 5-8, July.
    17. Hindriks, Jean & Keen, Michael & Muthoo, Abhinay, 1999. "Corruption, extortion and evasion," Journal of Public Economics, Elsevier, vol. 74(3), pages 395-430, December.
    18. Tanzi, Vito, 1999. "Uses and Abuses of Estimates of the Underground Economy," Economic Journal, Royal Economic Society, vol. 109(456), pages 338-347, June.
    19. Axel Dreher & Christos Kotsogiannis & Steve McCorriston, 2009. "How do institutions affect corruption and the shadow economy?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 16(6), pages 773-796, December.
    20. 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.
    21. Knack, Stephen & Keefer, Philip, 1995. "Institutions and Economic Performance: Cross-Country Tests Using Alternative Institutional Indicators," MPRA Paper 23118, University Library of Munich, Germany.
    22. 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.
    23. 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.
    24. Edgar L. Feige, 1979. "How Big Is the Irregular Economy?," Challenge, Taylor & Francis Journals, vol. 22(5), pages 5-13, November.
    25. Schneider, Friedrich G., 2007. "Shadow Economies and Corruption All Over the World: New Estimates for 145 Countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 1, pages 1-66.
    26. Frey, Bruno S. & Weck-Hanneman, Hannelore, 1984. "The hidden economy as an 'unobserved' variable," European Economic Review, Elsevier, vol. 26(1-2), pages 33-53.
    27. Schneider,Friedrich & Enste,Dominik H., 2016. "The Shadow Economy," Cambridge Books, Cambridge University Press, number 9781316600894, October.
    28. 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.
    29. 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.
    30. Oliver Reimers, 2015. "Tax Evasion and the Shadow Economy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(4), pages 61-62, 01.
    31. Kaufmann, Daniel & Kaliberda, Aleksander, 1996. "Integrating the unofficial economy into the dynamics of post-socialist economies : a framework of analysis and evidence," Policy Research Working Paper Series 1691, The World Bank.
    32. 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.
    33. Laura Magazzini & Giorgio Calzolari, 2010. "Negative variance estimates in panel data models," Working Papers 15/2010, University of Verona, Department of Economics.
    34. repec:bla:germec:v:11:y:2010:i::p:109-149 is not listed on IDEAS
    35. Marcus Ruge, 2010. "Determinants and Size of the Shadow Economy - A Structural Equation Model," International Economic Journal, Taylor & Francis Journals, vol. 24(4), pages 511-523.
    36. Quintano, Claudio & Mazzocchi, Paolo, 2013. "The shadow economy beyond European public governance," Economic Systems, Elsevier, vol. 37(4), pages 650-670.
    37. Dessy, Sylvain & Pallage, Stephane, 2003. "Taxes, inequality and the size of the informal sector," Journal of Development Economics, Elsevier, vol. 70(1), pages 225-233, February.
    38. Friedrich Schneider, 2009. "Size and Development of the Shadow Economy in Germany, Austria and Other oecd-Countries. Some Preliminary Findings," Revue économique, Presses de Sciences-Po, vol. 60(5), pages 1079-1116.
    39. Swamy, P A V B & Arora, S S, 1972. "The Exact Finite Sample Properties of the Estimators of Coefficients in the Error Components Regression Models," Econometrica, Econometric Society, vol. 40(2), pages 261-275, March.
    40. Hildegart Ahumada & Facundo Alvaredo & Alfredo Canavese, 2009. "The Monetary Method to Measure the Size of the Shadow Economy. A Critical Examination of its Use," Revue économique, Presses de Sciences-Po, vol. 60(5), pages 1069-1078.
    41. Eilat, Yair & Zinnes, Clifford, 2002. "The Shadow Economy in Transition Countries: Friend or Foe? A Policy Perspective," World Development, Elsevier, vol. 30(7), pages 1233-1254, July.
    42. Asea, Patrick K., 1996. "The informal sector: baby or bath water? A comment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 45(1), pages 163-171, December.
    43. 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.
    44. 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.
    45. Jay Pil Choi & Marcel Thum, 2005. "Corruption And The Shadow Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(3), pages 817-836, August.
    46. Markellos, Raphael N. & Psychoyios, Dimitris & Schneider, Friedrich, 2016. "Sovereign debt markets in light of the shadow economy," European Journal of Operational Research, Elsevier, vol. 252(1), pages 220-231.
    47. Benjamin Nelson & Gabor Pinter & Konstantinos Theodoridis, 2018. "Do contractionary monetary policy shocks expand shadow banking?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 198-211, March.
    48. Jan Hanousek & Filip Palda, 2006. "Problems measuring the underground economy in transition1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(4), pages 707-718, October.
    49. 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.
    50. 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.
    51. Friedman, Eric & Johnson, Simon & Kaufmann, Daniel & Zoido-Lobaton, Pablo, 2000. "Dodging the grabbing hand: the determinants of unofficial activity in 69 countries," Journal of Public Economics, Elsevier, vol. 76(3), pages 459-493, June.
    52. Hajilee, Massomeh & Stringer, Donna Y. & Metghalchi, Massoud, 2017. "Financial market inclusion, shadow economy and economic growth: New evidence from emerging economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 149-158.
    53. Halpern,László & Wyplosz,Charles (ed.), 1998. "Hungary: Towards a Market Economy," Cambridge Books, Cambridge University Press, number 9780521630689, October.
    54. repec:ces:ifodic:v:12:y:2015:i:4:p:19149998 is not listed on IDEAS
    55. 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. Achim, Monica Violeta & Postea, Mihaela Maria & Noja, Gratiela Georgiana, 2024. "New estimate of shadow economy based on the total energy consumption. Evidence from the European Union countries," Energy Economics, Elsevier, vol. 130(C).
    3. Friedrich Schneider & Mangirdas Morkunas & Erika Quendler, 2021. "Measuring the Immeasurable: The Evolution of the Size of Informal Economy in the Agricultural Sector in the EU-15 up to 2019," CESifo Working Paper Series 8937, CESifo.
    4. Md. Harun Ur Rashid & Noman Uddin & Md. Shariful Haque & Syed Zabid Hossain, 2022. "Good governance and tax evasion: mediating effect of socioeconomic conditions," Asia-Pacific Journal of Regional Science, Springer, vol. 6(2), pages 759-776, June.

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    More about this item

    Keywords

    Shadow economy; Energy; Panel and Quantile regression; Governance quality.;
    All these keywords.

    JEL classification:

    • E26 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Informal Economy; Underground Economy
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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