IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v71y2022ics1043951x21001401.html
   My bibliography  Save this article

The informal economy at times of COVID-19 pandemic

Author

Listed:
  • Guo, Feng
  • Huang, Yiping
  • Wang, Jingyi
  • Wang, Xue

Abstract

We provide a first view of vulnerable informal economy after the blows from COVID-19, using transaction-level business data of around 80 million offline micro businesses (OMBs) owners from the largest Fintech company in China and employing machine learning method for causal inference. We find that the OMBs activities in China experienced an immediate and dramatic drop of 50% during the trough. The businesses had rebounded to around 80% of where they should be seven weeks after the COVID-19 outbreak, but had remained at this level until the end of our time window. We find a larger disruption to the OMBs in urban areas, the female merchants and the merchants who were not grown up in the places where they conducted businesses. We discuss the implications for policy support to the most vulnerable, and highlight the importance to take full advantage of digital development to follow up the informal economy.

Suggested Citation

  • Guo, Feng & Huang, Yiping & Wang, Jingyi & Wang, Xue, 2022. "The informal economy at times of COVID-19 pandemic," China Economic Review, Elsevier, vol. 71(C).
    • Handle: RePEc:eee:chieco:v:71:y:2022:i:c:s1043951x21001401
    DOI: 10.1016/j.chieco.2021.101722
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X21001401
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.chieco.2021.101722?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. Maloney, William F., 2004. "Informality Revisited," World Development, Elsevier, vol. 32(7), pages 1159-1178, July.
    2. Tommasi, Mariano & Lustig, Nora, 2020. "COVID-19 and social protection of poor and vulnerable groups in Latin America: a conceptual framework," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    3. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    4. Bertocchi, Graziella & Dimico, Arcangelo, 2019. "The long-term determinants of female HIV infection in Africa: The slave trade, polygyny, and sexual behavior," Journal of Development Economics, Elsevier, vol. 140(C), pages 90-105.
    5. 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.
    6. Piza, Eric L. & Gilchrist, Andrew M., 2018. "Measuring the effect heterogeneity of police enforcement actions across spatial contexts," Journal of Criminal Justice, Elsevier, vol. 54(C), pages 76-87.
    7. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    8. Guojun He & Yuhang Pan & Takanao Tanaka, 2020. "The short-term impacts of COVID-19 lockdown on urban air pollution in China," Nature Sustainability, Nature, vol. 3(12), pages 1005-1011, December.
    9. Capasso, Salvatore & Jappelli, Tullio, 2013. "Financial development and the underground economy," Journal of Development Economics, Elsevier, vol. 101(C), pages 167-178.
    10. Robert J. Barro & José F. Ursua & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Epidemic - Lessons from the "Spanish Flu" for the Coronavirus's Potential Effects on Mortality and Economic Activity," CESifo Working Paper Series 8166, CESifo.
    11. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    12. Dai, Ruochen & Mookherjee, Dilip & Quan, Yingyue & Zhang, Xiaobo, 2021. "Industrial clusters, networks and resilience to the Covid-19 shock in China," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 433-455.
    13. Fang, Hanming & Wang, Long & Yang, Yang, 2020. "Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China," Journal of Public Economics, Elsevier, vol. 191(C).
    14. Andrew Atkeson, 2020. "What Will Be the Economic Impact of COVID-19 in the US? Rough Estimates of Disease Scenarios," NBER Working Papers 26867, National Bureau of Economic Research, Inc.
    15. repec:aei:rpaper:1008560098 is not listed on IDEAS
    16. Robert J. Barro & José F. Ursúa & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity," NBER Working Papers 26866, National Bureau of Economic Research, Inc.
    17. Gibson, John & Olivia, Susan & Boe-Gibson, Geua & Li, Chao, 2021. "Which night lights data should we use in economics, and where?," Journal of Development Economics, Elsevier, vol. 149(C).
    18. Blumenstock, Joshua E. & Eagle, Nathan & Fafchamps, Marcel, 2016. "Airtime transfers and mobile communications: Evidence in the aftermath of natural disasters," Journal of Development Economics, Elsevier, vol. 120(C), pages 157-181.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nahrin Rahman Swarna & Iffat Anjum & Nimmi Nusrat Hamid & Golam Ahmed Rabbi & Tariqul Islam & Ezzat Tanzila Evana & Nazia Islam & Md Israt Rayhan & KAM Morshed & Abu Said Md Juel Miah, 2022. "Understanding the impact of COVID-19 on the informal sector workers in Bangladesh," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-20, March.
    2. Sugata Marjit & Gouranga Gopal Das, 2022. "Immunity-Driven Comparative Advantage and Its Palliative Effect on Social Health and Inequality - A Theoretical Perspective," CESifo Working Paper Series 9569, CESifo.
    3. Shiqi Jiang & Lingli Qi & Xinyue Lin, 2022. "The Impacts of COVID-19 Shock on Intergenerational Income Mobility: Evidence from China," IJERPH, MDPI, vol. 19(18), pages 1-20, September.
    4. Seržantė Milena & Pakalka Algimantas, 2022. "Assessment of the Impact of COVID-19 Pandemic on the Service Sector in Lithuania," Economics and Culture, Sciendo, vol. 19(2), pages 57-69, December.
    5. Marjit, Sugata & Das, Gouranga G., 2023. "Immunity-driven Comparative Advantage and its Palliative Effect on Social Health and Inequality: A Theoretical Perspective," GLO Discussion Paper Series 1252, Global Labor Organization (GLO).
    6. Chen, Zhuo & Li, Pengfei & Liao, Li & Liu, Lu & Wang, Zhengwei, 2024. "Assessing and addressing the coronavirus-induced economic crisis: Evidence from 1.5 billion sales invoices," China Economic Review, Elsevier, vol. 85(C).
    7. Canwat, Vincent, 2024. "COVID-19 lockdown: The triple effects on gender-based violence," World Development Perspectives, Elsevier, vol. 35(C).
    8. Chen, Jiping & Wan, Haiyuan & Zhang, Wei & He, Weidong, 2024. "Guarantee employment or guarantee wage? Firm-level evidence from China," China Economic Review, Elsevier, vol. 86(C).
    9. Liu, Zhenhua & Zhang, Huiying & Ding, Zhihua & Lv, Tao & Wang, Xu & Wang, Deqing, 2022. "When are the effects of economic policy uncertainty on oil–stock correlations larger? Evidence from a regime-switching analysis," Economic Modelling, Elsevier, vol. 114(C).
    10. Dai, Xingyu & Li, Matthew C. & Xiao, Ling & Wang, Qunwei, 2022. "COVID-19 and China commodity price jump behavior: An information spillover and wavelet coherency analysis," Resources Policy, Elsevier, vol. 79(C).

    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. Louis-Philippe Beland & Abel Brodeur & Taylor Wright, 2020. "COVID-19, Stay-at-Home Orders and Employment: Evidence from CPS Data," Carleton Economic Papers 20-04, Carleton University, Department of Economics, revised 19 May 2020.
    2. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    3. Alexander Chudik & M. Hashem Pesaran & Alessandro Rebucci, 2020. "Voluntary and Mandatory Social Distancing: Evidence on COVID-19 Exposure Rates from Chinese Provinces and Selected Countries," Globalization Institute Working Papers 382, Federal Reserve Bank of Dallas.
    4. Ambrocio, Gene & Juselius, Mikael, 2020. "Dealing with the costs of the COVID-19 pandemic – what are the fiscal options?," BoF Economics Review 2/2020, Bank of Finland.
    5. Asli Demirgüç‐Kunt & Michael Lokshin & Iván Torre, 2021. "The sooner, the better: The economic impact of non‐pharmaceutical interventions during the early stage of the COVID‐19 pandemic," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(4), pages 551-573, October.
    6. Houštecká, Anna & Koh, Dongya & Santaeulàlia-Llopis, Raül, 2021. "Contagion at work: Occupations, industries and human contact," Journal of Public Economics, Elsevier, vol. 200(C).
    7. Matthew Spiegel & Heather Tookes, 2021. "Business Restrictions and COVID-19 Fatalities [The immediate effect of COVID-19 policies on social distancing behavior in the United States]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5266-5308.
    8. Ortmans, Aymeric & Tripier, Fabien, 2021. "COVID-induced sovereign risk in the euro area: When did the ECB stop the spread?," European Economic Review, Elsevier, vol. 137(C).
    9. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    10. Takahashi, Hidenori & Yamada, Kazuo, 2021. "When the Japanese stock market meets COVID-19: Impact of ownership, China and US exposure, and ESG channels," International Review of Financial Analysis, Elsevier, vol. 74(C).
    11. Garriga, Carlos & Manuelli, Rody & Sanghi, Siddhartha, 2022. "Optimal management of an epidemic: Lockdown, vaccine and value of life," Journal of Economic Dynamics and Control, Elsevier, vol. 140(C).
    12. Çakmaklı, Cem & Demiralp, Selva & Özcan, Şebnem Kalemli & Yeşiltaş, Sevcan & Yıldırım, Muhammed A., 2023. "COVID-19 and emerging markets: A SIR model, demand shocks and capital flows," Journal of International Economics, Elsevier, vol. 145(C).
    13. Michael Barnett & Greg Buchak & Constantine Yannelis, 2023. "Epidemic responses under uncertainty," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(2), pages 2208111120-, January.
    14. Donsimoni Jean Roch & Glawion René & Plachter Bodo & Wälde Klaus, 2020. "Projecting the spread of COVID-19 for Germany," German Economic Review, De Gruyter, vol. 21(2), pages 181-216, June.
    15. Louis‐Philippe Beland & Abel Brodeur & Derek Mikola & Taylor Wright, 2022. "The short‐term economic consequences of COVID‐19: Occupation tasks and mental health in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 214-247, February.
    16. Enrico Berbenni & Stefano Colombo, 2021. "The impact of pandemics: revising the Spanish Flu in Italy in light of models’ predictions, and some lessons for the Covid-19 pandemic," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(2), pages 219-243, June.
    17. Guillaume Morel & Magali Jaoul-Grammare, 2023. "Do Pandemics Impact Macroeconomic Variables? A Cliometric Approach," Working Papers 01-23, Association Française de Cliométrie (AFC).
    18. Chen, Zhuo & Li, Pengfei & Liao, Li & Liu, Lu & Wang, Zhengwei, 2024. "Assessing and addressing the coronavirus-induced economic crisis: Evidence from 1.5 billion sales invoices," China Economic Review, Elsevier, vol. 85(C).
    19. 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.
    20. Guillaume Morel & Magali Jaoul-Grammare, 2023. "Do Pandemics Impact Macroeconomic Variables? A Cliometric Approach," Working Papers of BETA 2023-01, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.

    More about this item

    Keywords

    COVID-19; Offline micro businesses; Informal economy; Machine learning;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • J46 - Labor and Demographic Economics - - Particular Labor Markets - - - Informal Labor Market
    • L84 - Industrial Organization - - Industry Studies: Services - - - Personal, Professional, and Business Services

    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:chieco:v:71:y:2022:i:c:s1043951x21001401. 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/chieco .

    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.