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Does digitalization limit the proliferation of the shadow economy in African countries? An in‐depth panel analysis

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  • Emmanuel Umoru Haruna
  • Usman Alhassan
Abstract
We investigate the relationship between digitalization and the shadow economy in 42 African countries using unbalanced panel data from 2003 to 2016. We begin by drawing on modernization theory to hypothesize that digitalization efforts in African economies represent an augmentation of public service delivery as well as a channel through which the size of the continent's informal economic activity might be reduced. We employ the fixed effects estimation technique as its baseline estimator while correcting for potential endogeneity concerns using an instrumental variable two‐stage least squares technique. We show compelling evidence that digitalization is associated with a decrease in the size of the shadow economy in Africa. However, evidence of a larger influence is driven by the availability of telecommunications infrastructure and the expansion of government online services. These findings suggest that policymakers should invest more in digital technology to formalize Africa's hidden economic activity, particularly to fill the post‐COVID‐19 financing gap.

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  • Emmanuel Umoru Haruna & Usman Alhassan, 2022. "Does digitalization limit the proliferation of the shadow economy in African countries? An in‐depth panel analysis," African Development Review, African Development Bank, vol. 34(S1), pages 34-62, July.
  • Handle: RePEc:bla:afrdev:v:34:y:2022:i:s1:p:s34-s62
    DOI: 10.1111/1467-8268.12653
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    1. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    2. 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.
    3. Capasso, Salvatore & Jappelli, Tullio, 2013. "Financial development and the underground economy," Journal of Development Economics, Elsevier, vol. 101(C), pages 167-178.
    4. Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
    5. Emmanouil Kitsios & João Tovar Jalles & Geneviève Verdier, 2023. "Tax evasion from cross-border fraud: does digitalization make a difference?," Applied Economics Letters, Taylor & Francis Journals, vol. 30(10), pages 1400-1406, June.
    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. 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.
    8. 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.
    9. 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.
    10. 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).
    11. Berdiev, Aziz N. & Saunoris, James W., 2016. "Financial development and the shadow economy: A panel VAR analysis," Economic Modelling, Elsevier, vol. 57(C), pages 197-207.
    12. Piotr Dybka & Michał Kowalczuk & Bartosz Olesiński & Andrzej Torój & Marek Rozkrut, 2019. "Currency demand and MIMIC models: towards a structured hybrid method of measuring the shadow economy," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(1), pages 4-40, February.
    13. Leandro Medina & Friedrich Schneider, 2017. "Shadow Economies around the World: New Results for 158 Countries over 1991-2015," CESifo Working Paper Series 6430, CESifo.
    14. Désirée Teobaldelli & Friedrich Schneider, 2013. "The influence of direct democracy on the shadow economy," Public Choice, Springer, vol. 157(3), pages 543-567, December.
    15. Diao, Xinshen & Ellis, Mia & McMillan, Margaret S. & Rodrik, Dani, 2021. "Africa’s manufacturing puzzle: Evidence from Tanzanian and Ethiopian firms," IFPRI discussion papers 2020, International Food Policy Research Institute (IFPRI).
    16. Thomas, Jim, 1999. "Quantifying the Black Economy: 'Measurement without Theory' Yet Again?," Economic Journal, Royal Economic Society, vol. 109(456), pages 381-389, June.
    17. Henri Njangang & Luc Ndeffo Nembot & Joseph Pasky Ngameni, 2020. "Does financial development reduce the size of the informal economy in sub‐Saharan African countries?," African Development Review, African Development Bank, vol. 32(3), pages 375-391, September.
    18. Xinshen Diao & Mia Ellis & Margaret S. McMillan & Dani Rodrik, 2021. "Africa's Manufacturing Puzzle: Evidence from Tanzanian and Ethiopian Firms," NBER Working Papers 28344, National Bureau of Economic Research, Inc.
    19. Cleopatra Oluseye Ibukun & Abayomi Ayinla Adebayo, 2021. "Household food security and the COVID‐19 pandemic in Nigeria," African Development Review, African Development Bank, vol. 33(S1), pages 75-87, April.
    20. Friedrich Schneider, 2005. "Shadow Economies of 145 Countries all over the World: What Do We Really Know?," CREMA Working Paper Series 2005-13, Center for Research in Economics, Management and the Arts (CREMA).
    21. Roberto Dell’Anno & Adriana AnaMaria Davidescu & Nguling’wa Philip Balele, 2018. "Estimating shadow economy in Tanzania: an analysis with the MIMIC approach," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 45(1), pages 100-113, January.
    22. 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.
    23. 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.
    24. Hagen Kruse & Emmanuel Mensah & Kunal Sen & Gaaitzen de Vries, 2021. "A manufacturing renaissance? Industrialization trends in the developing world," WIDER Working Paper Series wp-2021-28, World Institute for Development Economic Research (UNU-WIDER).
    25. Macias, Jose Brambila & Cazzavillan, Guido, 2009. "The dynamics of parallel economies. Measuring the informal sector in Mexico," Research in Economics, Elsevier, vol. 63(3), pages 189-199, September.
    26. Lassen, David Dreyer, 2007. "Ethnic divisions, trust, and the size of the informal sector," Journal of Economic Behavior & Organization, Elsevier, vol. 63(3), pages 423-438, July.
    27. Edgar L. Feige, 1979. "How Big Is the Irregular Economy?," Challenge, Taylor & Francis Journals, vol. 22(5), pages 5-13, November.
    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. Arne Jon Isachsen & Steiner Strøm, 1985. "The Size And Growth Of The Hidden Economy In Norway," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 31(1), pages 21-38, March.
    30. Elbahnasawy, Nasr G., 2021. "Can e-government limit the scope of the informal economy?," World Development, Elsevier, vol. 139(C).
    31. Ceyhun Elgin & Oguz Oztunali, 2012. "Shadow Economies around the World: Model Based Estimates," Working Papers 2012/05, Bogazici University, Department of Economics.
    32. Elgin, Ceyhun, 2013. "Internet usage and the shadow economy: Evidence from panel data," Economic Systems, Elsevier, vol. 37(1), pages 111-121.
    33. Zellner, Arnold, 1970. "Estimation of Regression Relationships Containing Unobservable Independent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(3), pages 441-454, October.
    34. Putniņš, Tālis J. & Sauka, Arnis, 2015. "Measuring the shadow economy using company managers," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 471-490.
    35. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    36. Yannick Fosso Djoumessi, 2021. "The adverse impact of the Covid‐19 pandemic on the labor market in Cameroon," African Development Review, African Development Bank, vol. 33(S1), pages 31-44, April.
    37. Blackburn, Keith & Bose, Niloy & Capasso, Salvatore, 2012. "Tax evasion, the underground economy and financial development," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 243-253.
    38. Mazhar, Ummad & Méon, Pierre-Guillaume, 2017. "Taxing the unobservable: The impact of the shadow economy on inflation and taxation," World Development, Elsevier, vol. 90(C), pages 89-103.
    39. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    40. Uyar, Ali & Nimer, Khalil & Kuzey, Cemil & Shahbaz, Muhammad & Schneider, Friedrich, 2021. "Can e-government initiatives alleviate tax evasion? The moderation effect of ICT," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    41. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    42. Awasthi,Rajul & Engelschalk,Michael, 2018. "Taxation and the shadow economy : how the tax system can stimulate and enforce the formalization of business activities," Policy Research Working Paper Series 8391, The World Bank.
    43. -, 2020. "Latin American Economic Outlook 2020: Digital transformation for building back better," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 46030 edited by Eclac.
    44. Elbahnasawy, Nasr G., 2014. "E-Government, Internet Adoption, and Corruption: An Empirical Investigation," World Development, Elsevier, vol. 57(C), pages 114-126.
    45. 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.
    46. Katsiaryna Svirydzenka, 2016. "Introducing a New Broad-based Index of Financial Development," IMF Working Papers 2016/005, International Monetary Fund.
    47. Ned Kock & Lebrian Gaskins, 2014. "The Mediating Role of Voice and Accountability in the Relationship Between Internet Diffusion and Government Corruption in Latin America and Sub-Saharan Africa," Information Technology for Development, Taylor & Francis Journals, vol. 20(1), pages 23-43, January.
    48. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    49. Elbahnasawy, Nasr G. & Ellis, Michael A. & Adom, Assandé Désiré, 2016. "Political Instability and the Informal Economy," World Development, Elsevier, vol. 85(C), pages 31-42.
    50. Ligita Gasparėnienė & Rita Remeikienė & Friedrich Georg Schneider, 2017. "Concept, motives and channels of digital shadow economy: consumers’ attitude," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(2), pages 273-287, March.
    51. Andreas Buehn & Alexander Karmann & Friedrich Schneider, 2009. "Shadow Economy and Do-it-Yourself Activities: The German Case," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 165(4), pages 701-722, December.
    52. Sacchi Agnese & Santolini Raffaella & Schneider Friedrich, 2022. "On the effects of e-participation on shadow economy: a worldwide empirical analysis," German Economic Review, De Gruyter, vol. 23(3), pages 463-491, August.
    53. Ihrig, Jane & Moe, Karine S., 2004. "Lurking in the shadows: the informal sector and government policy," Journal of Development Economics, Elsevier, vol. 73(2), pages 541-557, April.
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    Cited by:

    1. Emmanuel U. Haruna, 2023. "The multidimensional effect of financial development on the shadow economy in Africa: A dynamic panel analysis approach," International Economics and Economic Policy, Springer, vol. 20(2), pages 327-365, May.
    2. Awuni, Evans Tindana & Kemmerling, Achim, 2024. "Taking Gerschenkron to the Field: Attitudes towards Digitalization Hopes and Fears about the Future of Work in Ghana," Telecommunications Policy, Elsevier, vol. 48(2).
    3. BRICI Iulia & ACHIM Monica Violeta, 2023. "Does The Digitalization Of Public Services Influence Economic And Financial Crime?," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 18(2), pages 67-85, August.
    4. Olumide O. Olaoye & Mulatu F. Zerihun & Ali Shaddady & Mosab I. Tabash, 2024. "FinTech—A pathway to financial inclusion? Evidence from Southern African Development Community member states," African Development Review, African Development Bank, vol. 36(2), pages 252-265, June.
    5. Xu, Chang & Jin, Long, 2024. "Effects of government digitalization on firm investment efficiency: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 819-834.

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