IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v130y2024ics0140988324000434.html
   My bibliography  Save this article

New estimate of shadow economy based on the total energy consumption. Evidence from the European Union countries

Author

Listed:
  • Achim, Monica Violeta
  • Postea, Mihaela Maria
  • Noja, Gratiela Georgiana

Abstract

Estimating the shadow economy has become a significant concern for politicians, economists, and social scientists in recent times. Despite various advancements in methodology and empirical shreds of evidence, some areas remain unexplored. This article provides a valuable database on the estimations of the shadow economy in 26 EU countries for the period 2001–2021. We develop an innovative technique for measuring the shadow economy that is distinct from previous methods in the literature since it relies upon a modified version of the physical input approach. Instead of relying solely on electric power consumption, we consider the total final energy consumption, which encompasses all forms of energy utilized in the economy. In addition, advanced econometric modeling is performed through robust fixed effects LSDV model to delve into the credentials of our method. The main findings reveal significant variation in average levels of the shadow economy in the European Union, which range between 9.5% and 40% of the official GDP over the analyzed period. The developed database is intended to serve as a valuable resource for policymakers as they strive to combat economic crime. Its widespread utilization is anticipated, as a tool that will play an integral role in informing the development of effective policies and strategies in this critical area.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:eneeco:v:130:y:2024:i:c:s0140988324000434
    DOI: 10.1016/j.eneco.2024.107335
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988324000434
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2024.107335?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Colin C. Williams, 2006. "Evaluating the magnitude of the shadow economy: a direct survey approach," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 33(5), pages 369-385, September.
    3. 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.
    4. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    5. 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.
    6. Leandro Medina & Mr. Friedrich Schneider, 2018. "Shadow Economies Around the World: What Did We Learn Over the Last 20 Years?," IMF Working Papers 2018/017, International Monetary Fund.
    7. Hans‐Georg Petersen, 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, International Association for Research in Income and Wealth, vol. 28(2), pages 191-215, June.
    8. Philip Cagan, 1958. "The Demand for Currency Relative to Total Money Supply," NBER Chapters, in: The Demand for Currency Relative to Total Money Supply, pages 1-37, National Bureau of Economic Research, Inc.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Friedrich Schneider & Konrad Raczkowski & Bogdan Mróz, 2015. "Shadow economy and tax evasion in the EU," Journal of Money Laundering Control, Emerald Group Publishing Limited, vol. 18(1), pages 34-51, January.
    11. Hassan, Mai & Schneider, Friedrich, 2016. "Size and Development of the Shadow Economies of 157 Countries Worldwide: Updated and New Measures from 1999 to 2013," IZA Discussion Papers 10281, Institute of Labor Economics (IZA).
    12. Friedrich Schneider & Katharina Linsbauer & Friedrich Heinemann, 2015. "Religion and the Shadow Economy," Kyklos, Wiley Blackwell, vol. 68(1), pages 111-141, February.
    13. 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.
    14. Edgar L. Feige, 1979. "How Big Is the Irregular Economy?," Challenge, Taylor & Francis Journals, vol. 22(5), pages 5-13, November.
    15. 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.
    16. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    17. 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.
    18. 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.
    19. 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.
    20. Kirchler,Erich, 2007. "The Economic Psychology of Tax Behaviour," Cambridge Books, Cambridge University Press, number 9780521876742, November.
    21. Quintano, Claudio & Mazzocchi, Paolo, 2013. "The shadow economy beyond European public governance," Economic Systems, Elsevier, vol. 37(4), pages 650-670.
    22. 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.
    23. 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.
    24. 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.
    25. Mohammad Imdadul Haque, 2021. "Oil price shocks and energy consumption in GCC countries: a system-GMM approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 9336-9351, June.
    26. Lemieux, Thomas & Fortin, Bernard & Frechette, Pierre, 1994. "The Effect of Taxes on Labor Supply in the Underground Economy," American Economic Review, American Economic Association, vol. 84(1), pages 231-254, March.
    27. Contini, Bruno B, 1981. "Labor Market Segmentation and the Development of the Parallel Economy-The Italian Experience," Oxford Economic Papers, Oxford University Press, vol. 33(3), pages 401-412, November.
    28. Yeboah Asuamah Samuel & Ohene Manu & T. B. Wereko, 2013. "Determinants of Energy Consumption: A Review," International Journal of Management Sciences, Research Academy of Social Sciences, vol. 1(12), pages 482-487.
    29. Maria Caterina Bramati & Christophe Croux, 2007. "Robust estimators for the fixed effects panel data model," Econometrics Journal, Royal Economic Society, vol. 10(3), pages 521-540, November.
    30. 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.
    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. 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.
    2. 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.
    3. 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.
    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. 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.
    6. Colin C. Williams & Friedrich Schneider, 2016. "Measuring the Global Shadow Economy," Books, Edward Elgar Publishing, number 16551, December.
    7. Schneider, Friedrich, 2014. "The Shadow Economy and Shadow Labor Force: A Survey of Recent Developments," IZA Discussion Papers 8278, Institute of Labor Economics (IZA).
    8. 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.
    9. Nezhyvenko, O., 2019. "Indirect or Macroeconomic Methods in Measuring the Informal Economy," Journal of Applied Management and Investments, Department of Business Administration and Corporate Security, International Humanitarian University, vol. 8(4), pages 201-215, December.
    10. Oksana Nezhyvenko, 2018. "Informal Employment in Ukraine and European Union Transition Countries," Erudite Ph.D Dissertations, Erudite, number ph18-03 edited by Philippe Adair, February.
    11. Putniņš, Tālis J. & Sauka, Arnis, 2015. "Measuring the shadow economy using company managers," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 471-490.
    12. Chletsos, Michael & Sintos, Andreas, 2021. "Hide and seek: IMF intervention and the shadow economy," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 292-319.
    13. 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.
    14. Bashlakova, Volga & Bashlakov, Henadzi, 2021. "The study of the shadow economy in modern conditions: Theory, methodology, practice," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 468-480.
    15. Leandro Medina & Friedrich Schneider, 2019. "Shedding Light on the Shadow Economy: A Global Database and the Interaction with the Official One," CESifo Working Paper Series 7981, CESifo.
    16. Luisanna Onnis & Patrizio Tirelli, 2015. "Shadow economy: Does it matter for money velocity?," Empirical Economics, Springer, vol. 49(3), pages 839-858, November.
    17. 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.
    18. Goel, Rajeev K. & Saunoris, James W. & Schneider, Friedrich, 2019. "Drivers of the underground economy for over a century: A long term look for the United States," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 95-106.
    19. Friedrich Schneider, 2000. "Illegal activities, but still values added ones (?): size, causes, and measurement of the shadow economies all over the world," Economics working papers 2000-10, Department of Economics, Johannes Kepler University Linz, Austria.
    20. 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.

    More about this item

    Keywords

    Total energy consumption; Shadow economy; European Union; Robust fixed effects LSDV model;
    All these keywords.

    JEL classification:

    • E26 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Informal Economy; Underground Economy
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • D69 - Microeconomics - - Welfare Economics - - - Other
    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    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:eee:eneeco:v:130:y:2024:i:c:s0140988324000434. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.