IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/865.html
   My bibliography  Save this paper

The Effects of COVID-19 on Employment, Labour Markets and Gender Equality in Central America

Author

Listed:
  • Webster, Allan
  • Khorana, Sangeeta
  • Pastore, Francesco

Abstract

This study considers the economic impact of Covid-19 on enterprises in four Central American countries - El Salvador, Guatemala, Honduras and Nicaragua. At the time of the analysis neither the pandemic nor its economic consequences had fully run their course. It is not, therefore, a definitive analysis but it is important to try to draw important lessons as soon as possible. The main focus of the study was the initial impact on labour markets. The analysis was based on World Bank enterprise surveys§ undertaken before the outbreak of Covid-19 and follow-up surveys on the effects of the pandemic, also undertaken by the World Bank. These were combined with data on government containment measures and on morbidity and mortality rates. The use of enterprise data to analyse labour market issues has some limitations but also many strengths. The data is useful for analysing the consequences for gender equality in employment. Since the demand for labour is a derived demand firm level data provides a clear link to labour market effects. The pandemic has caused a significant loss in sales for many firms, This creates a loss of liquidity which, in turn, has caused some firms to reduce employment, working hours and wages. Government containment measures necessary to save lives such as temporary workplace closures have added to the burden for both firms and employees. The study starts by using the surveys to identify the important stylised facts. Although some issues are already well documented anecdotally through media reports this provides a more evidence based approach. It also helps identify several issues, such as the impact on gender equality which have received less journalistic attention. The study is further supported by a regression analysis (OLS and SURE) of several key outcomes (changes in sales, employment, the share of females in employment and firm expectations of survival). A limitation of such analysis with any enterprise level is heterogeneity and, in consequence, a risk of sample selection bias. To provide robustness checks we use a matching approach. The results suggest that a significant proportion of surviving firms are vulnerable to permanent closure. The ability of firms to retain labour depends on sales which are affected by both the pandemic itself and the government containment measures. Only a small proportion of firms have received government support and there is evidence that it could help both firm survival and the retention of labour. There is some doubt whether the four countries have the institutional capacity to provide effective support. If such doubts prove well founded then support may need to be externally driven.

Suggested Citation

  • Webster, Allan & Khorana, Sangeeta & Pastore, Francesco, 2021. "The Effects of COVID-19 on Employment, Labour Markets and Gender Equality in Central America," GLO Discussion Paper Series 865, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:865
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/235030/1/GLO-DP-0865.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 167-191.
    2. Matias D. Cattaneo & David M. Drukker & Ashley D. Holland, 2013. "Estimation of multivalued treatment effects under conditional independence," Stata Journal, StataCorp LP, vol. 13(3), pages 407-450, September.
    3. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    4. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    5. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    6. Robert W. Fairlie, 2020. "The Impact of Covid-19 on Small Business Owners: Evidence of Early-Stage Losses from the April 2020 Current Population Survey," NBER Working Papers 27309, National Bureau of Economic Research, Inc.
    7. Alexander W. Bartik & Marianne Bertrand & Feng Lin & Jesse Rothstein & Matthew Unrath, 2020. "Measuring the Labor Market at the Onset of the COVID-19 Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 239-268;316.
    8. Pierre Bachas & Anne Brockmeyer & Camille Semelet, 2021. "The Impact of COVID-19 on Formal Firms in Honduras," World Bank Publications - Reports 35093, The World Bank Group.
    9. Veronica Guerrieri & Guido Lorenzoni & Ludwig Straub & Iván Werning, 2022. "Macroeconomic Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages?," American Economic Review, American Economic Association, vol. 112(5), pages 1437-1474, May.
    10. Humphries, John Eric & Neilson, Christopher A. & Ulyssea, Gabriel, 2020. "Information frictions and access to the Paycheck Protection Program," Journal of Public Economics, Elsevier, vol. 190(C).
    11. Apedo Amah,Marie Christine & Avdiu,Besart & Cirera,Xavier & Vargas Da Cruz,Marcio Jose & Davies,Elwyn Adriaan Robin & Grover,Arti Goswami & Iacovone,Leonardo & Kilinc,Umut & Medvedev,Denis & Maduko,Fr, 2020. "Unmasking the Impact of COVID-19 on Businesses : Firm Level Evidence from Across the World," Policy Research Working Paper Series 9434, The World Bank.
    12. Jeff Borland & Andrew Charlton, 2020. "The Australian Labour Market and the Early Impact of COVID‐19: An Assessment," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 53(3), pages 297-324, September.
    13. Xavier Cirera & Marcio Cruz & Elwyn Davies & Arti Grover & Leonardo Iacovone & Jose Ernesto Lopez Cordova & Denis Medvedev & Franklin Okechukwu Maduko & Gaurav Nayyar & Santiago Reyes Ortega & Jesica , 2021. "Policies to Support Businesses through the COVID-19 Shock: A Firm Level Perspective [Economic Uncertainty before and during the COVID-19 Pandemic]," The World Bank Research Observer, World Bank, vol. 36(1), pages 41-66.
    14. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    15. Santos, Cezar & Kozeniauskas, Nicholas & Moreira, Pedro, 2020. "Covid-19 and Firms: Productivity and Government Policies," CEPR Discussion Papers 15156, C.E.P.R. Discussion Papers.
    16. Monica Costa Dias & Robert Joyce & Fabien Postel‐Vinay & Xiaowei Xu, 2020. "The Challenges for Labour Market Policy during the COVID‐19 Pandemic," Fiscal Studies, John Wiley & Sons, vol. 41(2), pages 371-382, June.
    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. Francesco Pastore, 2023. "Covid-19 and the youth-to-adult unemployment gap," IZA World of Labor, Institute of Labor Economics (IZA), pages 500-500, January.

    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. Allan Webster & Sangeeta Khorana & Francesco Pastore, 2021. "The labour market impact of COVID-19: early evidence for a sample of enterprises from Southern Europe," International Journal of Manpower, Emerald Group Publishing Limited, vol. 43(4), pages 1054-1082, November.
    2. Guerrero-Amezaga, Maria Elena & Humphries, John Eric & Neilson, Christopher A. & Shimberg, Naomi & Ulyssea, Gabriel, 2022. "Small firms and the pandemic: Evidence from Latin America," Journal of Development Economics, Elsevier, vol. 155(C).
    3. Benedikt Janzen & Doina Maria Radulescu, 2021. "Effects of Covid-19 Related Government Response Stringency and Support Policies: Evidence from European Firms," CESifo Working Paper Series 9116, CESifo.
    4. Janzen, Benedikt & Radulescu, Doina, 2022. "Effects of COVID-19 related government response stringency and support policies: Evidence from European firms," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 129-145.
    5. Xavier Cirera & Marcio Cruz & Elwyn Davies & Arti Grover & Leonardo Iacovone & Jose Ernesto Lopez Cordova & Denis Medvedev & Franklin Okechukwu Maduko & Gaurav Nayyar & Santiago Reyes Ortega & Jesica , 2021. "Policies to Support Businesses through the COVID-19 Shock: A Firm Level Perspective [Economic Uncertainty before and during the COVID-19 Pandemic]," The World Bank Research Observer, World Bank, vol. 36(1), pages 41-66.
    6. Cirera,Xavier & Comin,Diego Adolfo & Vargas Da Cruz,Marcio Jose & Lee,Kyungmin & Torres Coronado,Jesica, 2022. "Technology and Resilience," Policy Research Working Paper Series 9949, The World Bank.
    7. Bennedsen, Morten & Larsen, Birthe & Schmutte, Ian M. & Scur, Daniela, 2023. "The effect of preserving job matches during a crisis," Labour Economics, Elsevier, vol. 84(C).
    8. Khorana, Sangeeta & Webster, Allan, 2023. "Too few women at the top of firms: Foreign ownership, gender segregation and cultural causes," GLO Discussion Paper Series 1276, Global Labor Organization (GLO).
    9. Shinae L. Choi & Erin R. Harrell & Kimberly Watkins, 2022. "The Impact of the COVID-19 Pandemic on Business Ownership Across Racial/Ethnic Groups and Gender," Journal of Economics, Race, and Policy, Springer, vol. 5(4), pages 307-317, December.
    10. Peter Ganong & Fiona Greig & Max Liebeskind & Pascal Noel & Daniel Sullivan & Joseph Vavra, 2021. "Spending and Job Search Impacts of Expanded Unemployment Benefits: Evidence from Administrative Micro Data," Working Papers 2021-19, Becker Friedman Institute for Research In Economics.
    11. Bole, Velimir & Prašnikar, Janez & Rop, Anton, 2023. "Support for those not affected: How macroeconomic policies have shaped COVID’s impact on sectoral activity," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 265-280.
    12. Larrimore, Jeff & Mortenson, Jacob & Splinter, David, 2022. "Earnings shocks and stabilization during COVID-19," Journal of Public Economics, Elsevier, vol. 206(C).
    13. Meghana Ayyagari & Yuxi Cheng & Ariel Weinberger, 2022. "Surviving Pandemics: The Role of Spillovers," CESifo Working Paper Series 9891, CESifo.
    14. Camilo Gómez & Daniela Rodríguez-Novoa, 2024. "Firm Support Measures, Credit Payment Behavior, and Credit Risk," IHEID Working Papers 03-2024, Economics Section, The Graduate Institute of International Studies.
    15. Greg Kaplan & Benjamin Moll & Giovanni L. Violante, 2020. "The Great Lockdown and the Big Stimulus: Tracing the Pandemic Possibility Frontier for the U.S," NBER Working Papers 27794, National Bureau of Economic Research, Inc.
    16. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    17. Simionescu, Mihaela & Raišienė, Agota Giedrė, 2021. "A bridge between sentiment indicators: What does Google Trends tell us about COVID-19 pandemic and employment expectations in the EU new member states?," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    18. Humphries, John Eric & Neilson, Christopher A. & Ulyssea, Gabriel, 2020. "Information frictions and access to the Paycheck Protection Program," Journal of Public Economics, Elsevier, vol. 190(C).
    19. Francesco Campobasso & Michele Samuele Borgia & Francesco Albergo, 2023. "Facing the storm: Lessons from corporate social responsibility during the covid pandemic," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3174-3188, November.
    20. Robert W. Fairlie & Frank Fossen, 2021. "Did the $660 Billion Paycheck Protection Program and $220 Billion Economic Injury Disaster Loan Program Get Disbursed to Minority Communities in the Early Stages of COVID-19?," NBER Working Papers 28321, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    labor demand; temporary closures; furloughs; firm’ level data; COVID-19; emergency;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:glodps:865. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.html .

    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.