IDEAS home Printed from https://ideas.repec.org/a/plo/pgph00/0000648.html

Impact of school closures and reopening on COVID-19 caseload in 6 cities of Pakistan: An Interrupted Time Series Analysis

Author

Listed:
  • Abdul Mueed
  • Taimoor Ahmad
  • Mujahid Abdullah
  • Faisal Sultan
  • Adnan Ahmad Khan

Abstract

Schools were closed all over Pakistan on November 26, 2020 to reduce community transmission of COVID-19 and reopened between January 18 and February 1, 2021. However, these closures were associated with significant economic and social costs, prompting a review of effectiveness of school closures to reduce the spread of COVID-19 infections in a developing country like Pakistan. A single-group interrupted time series analysis (ITSA) was used to measure the impact of school closures, as well as reopening schools, on daily new COVID-19 cases in 6 major cities across Pakistan: Lahore, Karachi, Islamabad, Quetta, Peshawar, and Muzaffarabad. However, any benefits were contingent on continued closure of schools, as cases bounced back once schools reopened. School closures are associated with a clear and statistically significant reduction in COVID-19 cases by 0.07 to 0.63 cases per 100,000 population, while reopening schools is associated with a statistically significant increase. Lahore is an exception to the effect of school closures, but it too saw an increase in COVID-19 cases after schools reopened in early 2021. We show that closing schools was a viable policy option, especially before vaccines became available. However, its social and economic costs must also be considered.

Suggested Citation

  • Abdul Mueed & Taimoor Ahmad & Mujahid Abdullah & Faisal Sultan & Adnan Ahmad Khan, 2022. "Impact of school closures and reopening on COVID-19 caseload in 6 cities of Pakistan: An Interrupted Time Series Analysis," PLOS Global Public Health, Public Library of Science, vol. 2(9), pages 1-13, September.
  • Handle: RePEc:plo:pgph00:0000648
    DOI: 10.1371/journal.pgph.0000648
    as

    Download full text from publisher

    File URL: https://journals.plos.org/globalpublichealth/article?id=10.1371/journal.pgph.0000648
    Download Restriction: no

    File URL: https://journals.plos.org/globalpublichealth/article/file?id=10.1371/journal.pgph.0000648&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pgph.0000648?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
    ---><---

    References listed on IDEAS

    as
    1. Ariel Linden, 2015. "Conducting interrupted time-series analysis for single- and multiple-group comparisons," Stata Journal, StataCorp LLC, vol. 15(2), pages 480-500, June.
    2. Ariel Linden, 2022. "Erratum: A comprehensive set of postestimation measures to enrich interrupted time-series analysis," Stata Journal, StataCorp LLC, vol. 22(1), pages 231-233, March.
    3. Irene A. Abela & Chloé Pasin & Magdalena Schwarzmüller & Selina Epp & Michèle E. Sickmann & Merle M. Schanz & Peter Rusert & Jacqueline Weber & Stefan Schmutz & Annette Audigé & Liridona Maliqi & Anni, 2021. "Multifactorial seroprofiling dissects the contribution of pre-existing human coronaviruses responses to SARS-CoV-2 immunity," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    4. Eric A. Hanushek & Ludger Woessmann, 2020. "The economic impacts of learning losses," OECD Education Working Papers 225, OECD Publishing.
    5. Whitney Newey & Kenneth West, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    Full references (including those not matched with items on IDEAS)

    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. Guy Martial Takam Fongang, 2017. "Adoption and impact of improved maize varieties on maize yield in Cameroon: A macro-impact evaluation," Economics Bulletin, AccessEcon, vol. 37(4), pages 2496-2504.
    2. Christopher David Absell, 2023. "British slave emancipation and the demand for Brazilian sugar," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 17(1), pages 125-154, January.
    3. Hong, Sunmin & Jeong, Dohyo & Kim, Pyung, 2024. "Have offender demographics changed since the COVID-19 pandemic? Evidence from money mules in South Korea," Journal of Criminal Justice, Elsevier, vol. 91(C).
    4. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," NBER Working Papers 26080, National Bureau of Economic Research, Inc.
    5. Samba Diop & Simplice A. Asongu, 2022. "The impact of Covid-19 and Russia-Ukraine war on food prices in fragile countries: misfortunes never come singly," Working Papers 22/055, European Xtramile Centre of African Studies (EXCAS).
    6. Elvina Merkaj & Raffaella Santolini, 2021. "National Policies In Response To The Covid-19 Pandemic: The Case Of Friuli-Venezia-Giulia And Umbria," Working Papers 456, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    7. Tomoka Oka & Ryusuke Matsumoto & Eishi Motomura & Motohiro Okada, 2025. "Suicides Mortality of Unemployed Individuals Becomes a Serious Public Health Concern in Japan in Post-COVID-19 Pandemic Era," IJERPH, MDPI, vol. 22(9), pages 1-20, August.
    8. Shuduo Zhou & Jin Xu & Xiaochen Ma & Beibei Yuan & Xiaoyun Liu & Hai Fang & Qingyue Meng, 2020. "How Can One Strengthen a Tiered Healthcare System through Health System Reform? Lessons Learnt from Beijing, China," IJERPH, MDPI, vol. 17(21), pages 1-14, October.
    9. Masserini, Lucio & Bini, Matilde & Zeli, Alessandro & Forciniti, Alessia, 2024. "Measuring the impact of the 2008 and 2011 financial crises and the 2015 recovery on the unemployment rate in Italy," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
    10. Hassan, Kamrul & Hoque, Ariful & Gasbarro, Dominic & Wong, Wing-Keung, 2023. "Are Islamic stocks immune from financial crises? Evidence from contagion tests," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 919-948.
    11. Fiorentini, Gianluca & Bruni, Matteo Lippi & Mammi, Irene, 2022. "The same old medicine but cheaper: The impact of patent expiry on physicians’ prescribing behaviour," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 37-68.
    12. Paraje, Guillermo & Colchero, Arantxa & Wlasiuk, Juan Marcos & Sota, Antonio Martner & Popkin, Barry M., 2021. "The effects of the Chilean food policy package on aggregate employment and real wages," Food Policy, Elsevier, vol. 100(C).
    13. Wang, Daniel & Vasconcelos, Natália Pires de & Poirier, Mathieu JP & Chieffi, Ana & Mônaco, Cauê & Sritharan, Lathika & Van Katwyk, Susan Rogers & Hoffman, Steven J, 2020. "Health technology assessment and judicial deference to priority-setting decisions in healthcare: Quasi-experimental analysis of right-to-health litigation in Brazil," Social Science & Medicine, Elsevier, vol. 265(C).
    14. Alexander Karaivanov & Dongwoo Kim & Shih En Lu & Hitoshi Shigeoka, 2022. "COVID-19 vaccination mandates and vaccine uptake," Nature Human Behaviour, Nature, vol. 6(12), pages 1615-1624, December.
    15. Santolini, Raffaella, 2023. "The COVID-19 green certificate’s effect on vaccine uptake in French and Italian regions," Journal of Policy Modeling, Elsevier, vol. 45(5), pages 1036-1057.
    16. Barnes, Spencer, 2021. "Killing in the stock market: Evidence from organ donations," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    17. Christopher David Absell, 2020. "The rise of coffee in the Brazilian south‐east: tariffs and foreign market potential, 1827–40," Economic History Review, Economic History Society, vol. 73(4), pages 964-990, November.
    18. Merkaj, Elvina & Santolini, Raffaella, 2022. "Italian national policies in response to the COVID-19 pandemic: The case of the Friuli-Venezia-Giulia and Umbria Regions," Health Policy, Elsevier, vol. 126(4), pages 287-293.
    19. Christopher David Absell, 2023. "British slave emancipation and the demand for Brazilian sugar," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 17(1), pages 125-154, January.
    20. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," CID Working Papers 364, Center for International Development at Harvard University.

    More about this item

    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:plo:pgph00:0000648. 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: globalpubhealth (email available below). General contact details of provider: https://journals.plos.org/globalpublichealth .

    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.