IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v86y2022ics0167629622001096.html
   My bibliography  Save this article

Disruptions to healthcare quality and early child health outcomes: Evidence from health-worker strikes in Kenya

Author

Listed:
  • Friedman, Willa
  • Keats, Anthony
  • Mutua, Martin Kavao

Abstract

This paper measures the effects of disruptions to healthcare quality at birth on early child health outcomes in Kenya. To identify impacts, we exploit variation in the timing and location of health-worker strikes at individual hospitals across the country between 1999 and 2014. Using data from Demographic Health Surveys, we find that children born during strikes are more likely to suffer a neonatal death. We find similar results using separate data collected in two informal settlements in Nairobi located near hospitals with frequent strikes. These results show that interruptions to healthcare quality can have large immediate health impacts, and suggests that status quo hospital care provides positive benefits. We also find suggestive evidence of reductions in later health investments, measured by vaccine take-up, among those who survive. This study provides the first rigorous evidence on the consequences of health-worker strikes, a frequent but understudied phenomenon in Sub-Saharan Africa.

Suggested Citation

  • Friedman, Willa & Keats, Anthony & Mutua, Martin Kavao, 2022. "Disruptions to healthcare quality and early child health outcomes: Evidence from health-worker strikes in Kenya," Journal of Health Economics, Elsevier, vol. 86(C).
  • Handle: RePEc:eee:jhecon:v:86:y:2022:i:c:s0167629622001096
    DOI: 10.1016/j.jhealeco.2022.102694
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629622001096
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2022.102694?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. MacKinnon, James G. & Webb, Matthew D., 2020. "Randomization inference for difference-in-differences with few treated clusters," Journal of Econometrics, Elsevier, vol. 218(2), pages 435-450.
    2. Douglas Almond & Bhashkar Mazumder, 2013. "Fetal Origins and Parental Responses," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 37-56, May.
    3. Powell-Jackson, Timothy & Mazumdar, Sumit & Mills, Anne, 2015. "Financial incentives in health: New evidence from India's Janani Suraksha Yojana," Journal of Health Economics, Elsevier, vol. 43(C), pages 154-169.
    4. Nazmul Chaudhury & Jeffrey Hammer & Michael Kremer & Karthik Muralidharan & F. Halsey Rogers, 2006. "Missing in Action: Teacher and Health Worker Absence in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 91-116, Winter.
    5. Aiyar, Anaka & Cummins, Joseph R., 2021. "An age profile perspective on two puzzles in global child health: The Indian Enigma & economic growth," Journal of Development Economics, Elsevier, vol. 148(C).
    6. Jonathan Gruber & Samuel A. Kleiner, 2012. "Do Strikes Kill? Evidence from New York State," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 127-157, February.
    7. Sara Lowes & Eduardo Montero, 2021. "The Legacy of Colonial Medicine in Central Africa," American Economic Review, American Economic Association, vol. 111(4), pages 1284-1314, April.
    8. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 591-634.
    9. Martina Björkman & Jakob Svensson, 2009. "Power to the People: Evidence from a Randomized Field Experiment on Community-Based Monitoring in Uganda," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 735-769.
    10. Andrew V. Carter & Kevin T. Schnepel & Douglas G. Steigerwald, 2017. "Asymptotic Behavior of a t -Test Robust to Cluster Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 698-709, July.
    11. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    12. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    13. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    14. Kronborg, Hanne & Sievertsen, Hans Henrik & Wüst, Miriam, 2016. "Care around birth, infant and mother health and maternal health investments – Evidence from a nurse strike," Social Science & Medicine, Elsevier, vol. 150(C), pages 201-211.
    15. Marcella Alsan & Owen Garrick & Grant Graziani, 2019. "Does Diversity Matter for Health? Experimental Evidence from Oakland," American Economic Review, American Economic Association, vol. 109(12), pages 4071-4111, December.
    16. Simon Heß, 2017. "Randomization inference with Stata: A guide and software," Stata Journal, StataCorp LP, vol. 17(3), pages 630-651, September.
    17. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    18. Gertler, Paul & Vermeerch, Christel, 2013. "Using Performance Incentives to Improve Medical Care Productivity and Health Outcomes," Institute for Research on Labor and Employment, Working Paper Series qt9qn9q7ph, Institute of Industrial Relations, UC Berkeley.
    19. Godlonton, Susan & Okeke, Edward N., 2016. "Does a ban on informal health providers save lives? Evidence from Malawi," Journal of Development Economics, Elsevier, vol. 118(C), pages 112-132.
    20. N. Meltem Daysal & Mircea Trandafir & Reyn van Ewijk, 2015. "Saving Lives at Birth: The Impact of Home Births on Infant Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 28-50, July.
    21. James G. MacKinnon & Matthew D. Webb, 2018. "The wild bootstrap for few (treated) clusters," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 114-135, June.
    22. Jishnu Das & Jeffrey Hammer & Kenneth Leonard, 2008. "The Quality of Medical Advice in Low-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 93-114, Spring.
    23. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    24. Markus Goldstein & Joshua Graff Zivin & James Habyarimana & Cristian Pop-Eleches & Harsha Thirumurthy, 2013. "The Effect of Absenteeism and Clinic Protocol on Health Outcomes: The Case of Mother-to-Child Transmission of HIV in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 58-85, April.
    25. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    26. James G. MacKinnon & Matthew D. Webb, 2019. "Wild Bootstrap Randomization Inference for Few Treated Clusters," Advances in Econometrics, in: The Econometrics of Complex Survey Data, volume 39, pages 61-85, Emerald Group Publishing Limited.
    27. James G. MacKinnon & Matthew D. Webb, 2017. "Wild Bootstrap Inference for Wildly Different Cluster Sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 233-254, March.
    28. Das, Jishnu & Hammer, Jeffrey, 2005. "Which doctor? Combining vignettes and item response to measure clinical competence," Journal of Development Economics, Elsevier, vol. 78(2), pages 348-383, December.
    29. Monica Martinez-Bravo & Andreas Stegmann, 2022. "In Vaccines We Trust? The Effects of the CIA’s Vaccine Ruse on Immunization in Pakistan," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 150-186.
    30. Kevin Milligan, 2005. "Subsidizing the Stork: New Evidence on Tax Incentives and Fertility," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 539-555, August.
    31. Colin F. Camerer & Anna Dreber & Felix Holzmeister & Teck-Hua Ho & Jürgen Huber & Magnus Johannesson & Michael Kirchler & Gideon Nave & Brian A. Nosek & Thomas Pfeiffer & Adam Altmejd & Nick Buttrick , 2018. "Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015," Nature Human Behaviour, Nature, vol. 2(9), pages 637-644, September.
    32. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    33. Camerer, Colin & Dreber, Anna & Forsell, Eskil & Ho, Teck-Hua & Huber, Jurgen & Johannesson, Magnus & Kirchler, Michael & Almenberg, Johan & Altmejd, Adam & Chan, Taizan & Heikensten, Emma & Holzmeist, 2016. "Evaluating replicability of laboratory experiments in Economics," MPRA Paper 75461, University Library of Munich, Germany.
    34. Gans, Joshua S. & Leigh, Andrew, 2009. "Born on the first of July: An (un)natural experiment in birth timing," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 246-263, February.
    35. Okeke, Edward N. & Chari, A.V., 2018. "Health care at birth and infant mortality: Evidence from nighttime deliveries in Nigeria," Social Science & Medicine, Elsevier, vol. 196(C), pages 86-95.
    36. Jishnu Das & Jeffrey Hammer, 2014. "Quality of Primary Care in Low-Income Countries: Facts and Economics," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 525-553, August.
    37. Waly Wane & Gayle Martin, 2013. "Education and Health Services in Uganda : Data for Results and Accountability," World Bank Publications - Reports 16683, The World Bank Group.
    38. Sievertsen, Hans Henrik & Wüst, Miriam, 2017. "Discharge on the day of birth, parental response and health and schooling outcomes," Journal of Health Economics, Elsevier, vol. 55(C), pages 121-138.
    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. Stoye, George & Warner, Max, 2023. "The effects of doctor strikes on patient outcomes: Evidence from the English NHS," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 689-707.

    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. Isaac Mbiti & Danila Serra, 2022. "Health workers’ behavior, patient reporting and reputational concerns: lab-in-the-field experimental evidence from Kenya," Experimental Economics, Springer;Economic Science Association, vol. 25(2), pages 514-556, April.
    2. MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023. "Cluster-robust inference: A guide to empirical practice," Journal of Econometrics, Elsevier, vol. 232(2), pages 272-299.
    3. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.
    4. Matthew D. Webb, 2023. "Reworking wild bootstrap‐based inference for clustered errors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 839-858, August.
    5. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
    6. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2023. "Leverage, influence, and the jackknife in clustered regression models: Reliable inference using summclust," Stata Journal, StataCorp LP, vol. 23(4), pages 942-982, December.
    7. Jeffrey D. Michler & Anna Josephson, 2022. "Recent developments in inference: practicalities for applied economics," Chapters, in: A Modern Guide to Food Economics, chapter 11, pages 235-268, Edward Elgar Publishing.
    8. MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023. "Testing for the appropriate level of clustering in linear regression models," Journal of Econometrics, Elsevier, vol. 235(2), pages 2027-2056.
    9. Okeke, Edward N. & Abubakar, Isa S., 2020. "Healthcare at the beginning of life and child survival: Evidence from a cash transfer experiment in Nigeria," Journal of Development Economics, Elsevier, vol. 143(C).
    10. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2023. "Fast and reliable jackknife and bootstrap methods for cluster‐robust inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 671-694, August.
    11. Dizon-Ross, Rebecca & Dupas, Pascaline & Robinson, Jonathan, 2017. "Governance and the effectiveness of public health subsidies: Evidence from Ghana, Kenya and Uganda," Journal of Public Economics, Elsevier, vol. 156(C), pages 150-169.
    12. Christopher S. Carpenter & Gilbert Gonzales Jr. & Tara McKay & Dario Sansone, 2020. "Effects of the Affordable Care Act Dependent Coverage Mandate on Health Insurance Coverage for Individuals in Same-Sex Couples," NBER Working Papers 26978, National Bureau of Economic Research, Inc.
    13. James G. MacKinnon, 2019. "How cluster-robust inference is changing applied econometrics," Canadian Journal of Economics, Canadian Economics Association, vol. 52(3), pages 851-881, August.
    14. Dorner, Matthias & Görlitz, Katja, 2020. "Training, wages and a missing school graduation cohort," IAB-Discussion Paper 202028, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    15. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
    16. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2021. "Wild Bootstrap and Asymptotic Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 505-519, March.
    17. MacKinnon, James G., 2023. "Using large samples in econometrics," Journal of Econometrics, Elsevier, vol. 235(2), pages 922-926.
    18. Heiko T. Burret & Lars P. Feld, 2018. "Vertical effects of fiscal rules: the Swiss experience," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(3), pages 673-721, June.
    19. Lauren E. Jones & Kevin Milligan & Mark Stabile, 2019. "Child cash benefits and family expenditures: Evidence from the National Child Benefit," Canadian Journal of Economics, Canadian Economics Association, vol. 52(4), pages 1433-1463, November.
    20. Djogbenou, Antoine A. & MacKinnon, James G. & Nielsen, Morten Ørregaard, 2019. "Asymptotic theory and wild bootstrap inference with clustered errors," Journal of Econometrics, Elsevier, vol. 212(2), pages 393-412.

    More about this item

    Keywords

    Child mortality; Institutional delivery; Health-service provision;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:jhecon:v:86:y:2022:i:c:s0167629622001096. 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/inca/505560 .

    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.