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Impact of TB Epidemic on Worker and Firm Productivity: Regional Perspective from Ukraine

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  • Nizalova, Olena
  • Shepotylo, Oleksandr

Abstract

This paper investigates the indirect economic impact of tuberculosis epidemic in one of the high-burden countries, focusing on the productivity at the individual level measured by the average wages and at firm level measured by the average total factor productivity (TFP). We use unique administrative data collected at the level of firms and regions for 2003-2009 and find that the ongoing tuberculosis (TB) epidemic has considerable indirect economic costs in terms of lost productivity and related inefficien- cies. First of all, both firms and individuals in regions with higher TB prevalence have significantly lower TFP and wages. Moreover, consistent with the Compensating Wage Differentials theory and after controlling for the TB prevalence, the risk of contracting the disease - TB incidence rate - is associated with higher wages and higher produc- tivity - a kind of premium for individuals and firms to operate in a risky environment. The latter can also be viewed as a source of inefficiency as this may prevent firms from entering more competitive markets. Additional analysis reveals strong spatial effects which are consistent with the infectious nature of the diseases and emphasize the im- portance of containing the epidemic. Overall, we estimate that a 10% decrease in the TB prevalence can lead to a 1.05% gain in GDP: 0.15% in terms of higher individual productivity and 0.89% in terms of firms' productivity.

Suggested Citation

  • Nizalova, Olena & Shepotylo, Oleksandr, 2023. "Impact of TB Epidemic on Worker and Firm Productivity: Regional Perspective from Ukraine," GLO Discussion Paper Series 1360, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:1360
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    References listed on IDEAS

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    1. John Strauss & Duncan Thomas, 1998. "Health, Nutrition, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 766-817, June.
    2. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    3. Delfino, Doriana & Simmons, Peter J., 2005. "Dynamics of tuberculosis and economic growth," Environment and Development Economics, Cambridge University Press, vol. 10(6), pages 719-743, December.
    4. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    5. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    6. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    7. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    8. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    9. Saurabh C. Datta & Jeffrey J. Reimer, 2013. "Malaria and Economic Development," Review of Development Economics, Wiley Blackwell, vol. 17(1), pages 1-15, February.
    10. Brainerd, Elizabeth & Siegler, Mark V, 2003. "The Economic Effects of the 1918 Influenza Epidemic," CEPR Discussion Papers 3791, C.E.P.R. Discussion Papers.
    11. Oleksandr Shepotylo & Volodymyr Vakhitov, 2015. "Services liberalization and productivity of manufacturing firms," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(1), pages 1-44, January.
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    More about this item

    Keywords

    Tuberculosis; Productivity; Regional Wage; Total Factor Productivity; TB Epidemic;
    All these keywords.

    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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