Effect of COVID-19 Pandemic on Labour Market Outcomes in Kenya
DOI:
https://doi.org/10.47941/ijecop.1580Keywords:
Labour, Outcomes, COVID-19 PandemicAbstract
Purpose: This paper investigated the effect of COVID-19 pandemic on the labour market outcomes in Kenya, using quarterly labour force survey data (2019 to 2021), 2019 census data and COVID-19 wave II of a novel high-frequency phone survey collected from May 30th to June 6th, 2020. The study also estimated the impact of COVID-19 pandemic on unemployment rate by using the quarterly Labour Force Survey data from 2019 to 2022.
Methodology: The study applied probit models because of the non-linearity of the variables. More specifically, the dependent variables are binary terms, hence maximum likelihood estimation techniques are the most appropriate.
Findings: The findings of the study reveal that COVID-19 was associated with a 25-percentage point's increase in the unemployment rate in the country with certain counties witnessing the highest spikes in unemployment. Although there has been some recovery, the unemployment rate remains elevated compared to pre-pandemic levels, signifying ongoing labour market challenges. COVID-19 impact on the labour market varied significantly by sector. The education sector experienced a higher incidence of employment loss, while income losses were more pronounced in sectors such as mining, manufacturing, retail, transport, and construction. Particularly, women workers in the retail and transport sectors faced twice the likelihood of income loss compared to their male counterparts. The pandemic disproportionately affected low-income workers and casual labourers, accentuating income inequalities in the labour market. Casual workers, who often lack labour protections and benefits, were significantly impacted.
Unique Contribution to Theory, Practice and Policy: Considering these findings, the study provides several policy recommendations: Implementing targeted interventions and support programs in counties with the highest unemployment spikes. These interventions can include skill development programs to enhance workers' employability and tailored employment and income support strategies adapted to each county's unique economic circumstances. Prioritize the adoption of Information and Communication Technology (ICT) to enhance resilience and adaptability across sectors. Governments, both at the national and county levels, should prioritize policies aimed at enhancing the incomes of disadvantaged households. Through expanding access to social protection programs, enforcing minimum wage regulations, and improving working conditions, especially for casual workers and low-income households. The study's insights provide valuable guidance for shaping future economic recovery strategies, particularly in the event of economic shocks in the labour market.
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References
Bhari and Fakir (2020). Overview of COVID-19 in East Africa.
Blanchard J. and Diamond P. (1989). The Beveridge Curve. Brookings Papers on Economic Activity, 1(1-76). https://doi.org/10.2307/2534495.
Card, D. (1990). The impact of the Mariel boatlift on the Miami labor market. Ilr Review, 43(2), 245-257.
Deb et al. (2020, June 2). IMF Blog. Retrieved from https://blogs.imf.org/2020/06/02/how-the-great-lockdown-saved-lives/
Deb, P., Furceri, D., Ostry, J. D., & Tawk, N. (2020). The economic effects of COVID-19 containment measures.
Edouard Mathieu, Hannah Ritchie, Lucas Rodés-Guirao, Cameron Appel, Charlie Giattino, Joe Hasell, Bobbie Macdonald, Saloni Dattani, Diana Beltekian, Esteban Ortiz-Ospina and Max Roser (2020) - "Coronavirus Pandemic (COVID-19)". Published online at OurWorldInData.org. Retrieved from: 'https://ourworldindata.org/coronavirus' [Online Resource]
Elsby, M. W., Michaels, R., & Ratner, D. (2015). The Beveridge curve: A survey. Journal of Economic Literature, 53(3), 571-630.
Fairlie, R. W., Couch, K, and Xu, H. (2020). “The Impacts of COVID-19 on Minority Unemployment: First Evidence from April 2020 CPS Microdata.” Working Paper 27246. National Bureau of Economic Research, Cambridge, MA.
Fana, M., Torrejón Pérez, S., & Fernández-Macías, E. (2020). Employment impact of Covid-19 crisis: from short term effects to long terms prospects. Journal of Industrial and Business Economics, 47(3), 391-410.
Fernandes, N. (2020). Economic effects of coronavirus outbreak (COVID-19) on the world economy.
Fernandes, Nuno, Economic Effects of Coronavirus Outbreak (COVID-19) on the World Economy (2020). IESE Business School Working Paper No. WP-1240-E, Available at SSRN: https://ssrn.com/abstract=3557504 or http://dx.doi.org/10.2139/ssrn.3557504
Gupta, S., Montenovo, L., Nguyen, D. T., Rojas L. F., Schmutte M. I., Simon, I. K., Weinberg, A. B., & Wing, C. (2020). Effects of social distancing policy on labor market outcomes, National Bureau of Economic Research Working Paper 2743
International Labour Organization. (2020). ILO Monitor: COVID-19 and the World of Work. Updated Estimates and Analysis. Int Labour Organ.
Kansiime, M. K., Tambo, J. A., Mugambi, I., Bundi, M., Kara, A., & Owuor, C. (2021). COVID-19 implications on household income and food security in Kenya and Uganda: Findings from a rapid assessment. World development, 137, 105199.
Kim, S., Koh, K., & Zhang, X. (2020). Short-term impact of COVID-19 on consumption and labor market outcomes: Evidence from Singapore.
Kolmar M. (2017). Principles of microeconomics: an integrative approach. Springer International Publishing. https://doi.org/10.1007/978-3-319-57589-6
Lambert, H., Gupte, J., Fletcher, H., Hammond, L., Lowe, N., Pelling, M., ... & Shanks, K. (2020). COVID-19 as a global challenge: towards an inclusive and sustainable future. The Lancet Planetary Health, 4(8), e312-e314.
Lee, S. Y., Park, M. and Shin, Y. (2021). “Hit Harder, Recover Slower? Unequal Employment Effects of the COVID-19 Shock.” NBER Working Paper No. 28354. National Bureau of Economic Research, Cambridge, MA.
Lemieux, T., Milligan, K., Schirle, T., & Skuterud, M. (2020). Initial impacts of the COVID-19 pandemic on the Canadian labour market. Canadian Public Policy, 46(S1), S55-S65.
Mankiw, N. G. (2021). Principles of Microeconomics 9e. Cengage Learning Asia Pte Limited.
McKibbin, W. J., & Fernando, R. (2020). Global macroeconomic scenarios of the COVID-19 pandemic.
Nicola, M., Alsafi, Z., Sohrabi, C., Kerwan, A., Al-Jabir, A., Iosifidis, C., ... & Agha, R. (2020). The socio-economic implications of the coronavirus pandemic (COVID-19): A review. International journal of surgery, 78, 185-193.
Peter J. Morgan and Long Q. Trinh (March 2021) Impacts of Covid-19 on Households in ASEAN Countries and their implications for Human Capital Development. ADB Institute.
Ranchhod, V. & Daniels, R. C. (2021). Labour market dynamics in South Africa at the onset of the COVID‐19 pandemic. South African Journal of Economics, 89(1), 44-62.
Schiman, S. (2020). Labor Supply Shocks and the Beveridge Curve. Empirical Evidence from the EU Enlargement. WIFO Working Paper 606/2020.
Schotte, S., Danquah, M., Osei, R. D., & Sen, K. (2023). The labour market impact of COVID-19 lockdowns: Evidence from Ghana. Journal of African Economies, 32(Supplement_2), ii10-ii33.
Siche, R. (2020). What is the impact of COVID-19 disease on agriculture? Scientia Agropecuaria, 11(1), 3-6.
Sumner, A., Hoy, C., & Ortiz-Juarez, E. (2020). Estimates of the Impact of COVID-19 on Global Poverty (No. 2020/43). WIDER working paper.
Torero, M. (2020). Without food, there can be no exit from the pandemic.
Webster, A., Khorana, S., & Pastore, F. (2022). The effects of COVID-19 on employment, labor markets, and gender equality in Central America. IZA Journal of Development and Migration, 13(1), 1-43.
World Bank (2021). The Global Economy: on Track for Strong but Uneven Growth as COVID-19 Still Weighs (Online) June 8th, 2021.
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