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In the shadow of a pandemic: Informality and COVID-19 diffusion in Europe

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  • Alfano, Vincenzo

Abstract

This article investigates whether the shadow economy influenced the diffusion of COVID-19 during the first wave in Europe. Using a hybrid econometric model and data from 26 European countries, we test the hypothesis that larger informal sectors acted as amplifiers of contagion by weakening compliance with non-pharmaceutical interventions and limiting state enforcement capacity. The results confirm a strong and positive association between shadow economy size and new COVID-19 cases. Each additional 1 % of GDP in the shadow economy corresponds to approximately 0.17 more daily cases per million inhabitants, while an extra 1 % of workforce in the informal sector corresponds to approximately 0.26 more daily cases per million inhabitants. Taken together, the findings suggest that informality constitutes a structural vulnerability for pandemic management, though its impact is mediated by institutional and regional contexts. The broader implication is that the shadow economy can undermine containment policies, even in relatively high-capacity European settings. These results highlight that the costs of informality extend beyond fiscal inefficiency to public health risks, underscoring the importance of long-term strategies that integrate economic formalization, social protection, and institutional trust into pandemic preparedness.

Suggested Citation

  • Alfano, Vincenzo, 2026. "In the shadow of a pandemic: Informality and COVID-19 diffusion in Europe," Economics & Human Biology, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:ehbiol:v:60:y:2026:i:c:s1570677x25001017
    DOI: 10.1016/j.ehb.2025.101568
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    1. repec:bla:germec:v:11:y:2010:i::p:109-149 is not listed on IDEAS
    2. Kristian Soltesz & Fredrik Gustafsson & Toomas Timpka & Joakim Jaldén & Carl Jidling & Albin Heimerson & Thomas B. Schön & Armin Spreco & Joakim Ekberg & Örjan Dahlström & Fredrik Bagge Carlson & Anna, 2020. "The effect of interventions on COVID-19," Nature, Nature, vol. 588(7839), pages 26-28, December.
    3. 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.
    4. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    5. Alfano, Vincenzo & Capasso, Salvatore & Ercolano, Salvatore & Goel, Rajeev K., 2022. "Death takes no bribes: Impact of perceived corruption on the effectiveness of non-pharmaceutical interventions at combating COVID-19," Social Science & Medicine, Elsevier, vol. 301(C).
    6. Aziz N. Berdiev & Rajeev K. Goel & James W. Saunoris, 2022. "Do disease epidemics force economic activity underground? International evidence," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 263-282, April.
    7. Alfano, Vincenzo, 2023. "God or good health? Evidence on belief in God in relation to public health during a pandemic," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 107(C).
    8. Friedrich Schneider, 2022. "New COVID-related results for estimating the shadow economy in the global economy in 2021 and 2022," International Economics and Economic Policy, Springer, vol. 19(2), pages 299-313, May.
    9. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LLC, vol. 13(1), pages 65-76, March.
    10. Anders Skrondal & Sophia Rabe-Hesketh, 2008. "Multilevel and Related Models for Longitudinal Data," Springer Books, in: Jan de Leeuw & Erik Meijer (ed.), Handbook of Multilevel Analysis, chapter 7, pages 275-299, Springer.
    11. Ceyhun Elgin & Colin C. Williams & Gamze Oz‐Yalaman & Abdullan Yalaman, 2022. "Fiscal stimulus packages to COVID‐19: The role of informality," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(4), pages 861-879, May.
    12. Seth Flaxman & Swapnil Mishra & Axel Gandy & H. Juliette T. Unwin & Thomas A. Mellan & Helen Coupland & Charles Whittaker & Harrison Zhu & Tresnia Berah & Jeffrey W. Eaton & Mélodie Monod & Azra C. Gh, 2020. "Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe," Nature, Nature, vol. 584(7820), pages 257-261, August.
    13. Albertus J. Smit & Jennifer M. Fitchett & Francois A. Engelbrecht & Robert J. Scholes & Godfrey Dzhivhuho & Neville A. Sweijd, 2020. "Winter Is Coming: A Southern Hemisphere Perspective of the Environmental Drivers of SARS-CoV-2 and the Potential Seasonality of COVID-19," IJERPH, MDPI, vol. 17(16), pages 1-28, August.
    14. Joshua R. Goldstein & Ronald D. Lee, 2020. "Demographic perspectives on the mortality of COVID-19 and other epidemics," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(36), pages 22035-22041, September.
    15. 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.
    16. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    17. Vincenzo Alfano & Salvatore Ercolano, 2022. "Stay at Home! Governance Quality and Effectiveness of Lockdown," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 101-123, January.
    18. Alfano, Vincenzo & Ercolano, Salvatore & Pinto, Mauro, 2022. "Fighting the COVID pandemic: National policy choices in non-pharmaceutical interventions," Journal of Policy Modeling, Elsevier, vol. 44(1), pages 22-40.
    19. Colin C. Williams & Friedrich Schneider, 2016. "Measuring the Global Shadow Economy," Books, Edward Elgar Publishing, number 16551.
    20. Vincenzo Alfano & Salvatore Ercolano, 2020. "The Efficacy of Lockdown Against COVID-19: A Cross-Country Panel Analysis," Applied Health Economics and Health Policy, Springer, vol. 18(4), pages 509-517, August.
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    Keywords

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    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management

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