IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v176y2024ics0305750x23003327.html
   My bibliography  Save this article

Lasting scars: The long-term effects of school closures on earnings

Author

Listed:
  • Kóczán, Zs.

Abstract

We examine the impact of education disruptions on earnings in the long term using a natural experiment. In particular, we estimate the effects of school closures due to the 1999 NATO bombing of Serbia on earnings 20 years later. Our results point to substantial and lasting effects: those in first grade at the time of the shock earn about 7–9 percent less 20 years after the shock than unaffected cohorts just younger than them. Impacts are larger for those in the bottom half of the income distribution. We find that selection into lower-paying sectors (possibly due to higher risk aversion) explains about 15 percent of the overall effect. However, the negative effect of education disruption persists despite affected cohorts staying in school longer, being more likely to work for the public sector and having open-ended contracts.

Suggested Citation

  • Kóczán, Zs., 2024. "Lasting scars: The long-term effects of school closures on earnings," World Development, Elsevier, vol. 176(C).
  • Handle: RePEc:eee:wdevel:v:176:y:2024:i:c:s0305750x23003327
    DOI: 10.1016/j.worlddev.2023.106514
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X23003327
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2023.106514?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. Seth Gershenson & Alison Jacknowitz & Andrew Brannegan, 2017. "Are Student Absences Worth the Worry in U.S. Primary Schools?," Education Finance and Policy, MIT Press, vol. 12(2), pages 137-165, Spring.
    2. Akresh, Richard & Caruso, German Daniel & Thirumurthy, Harsha, 2022. "Detailed geographic information, conflict exposure, and health impacts," World Development, Elsevier, vol. 155(C).
    3. Paudel, Jayash & Ryu, Hanbyul, 2018. "Natural disasters and human capital: The case of Nepal’s earthquake," World Development, Elsevier, vol. 111(C), pages 1-12.
    4. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    5. Morrill, Melinda & Westall, John, 2023. "Heterogeneity in the educational impacts of natural disasters: Evidence from Hurricane Florence," Economics of Education Review, Elsevier, vol. 94(C).
    6. Shidiqi, Khalifany-Ash & Di Paolo, Antonio & Choi, Álvaro, 2023. "Earthquake exposure and schooling: Impacts and mechanisms," Economics of Education Review, Elsevier, vol. 94(C).
    7. Aucejo, Esteban M. & Romano, Teresa Foy, 2016. "Assessing the effect of school days and absences on test score performance," Economics of Education Review, Elsevier, vol. 55(C), pages 70-87.
    8. Michael Baker, 2013. "Industrial actions in schools: strikes and student achievement," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 1014-1036, August.
    9. Catherine Haeck & Pierre Lefebvre, 2020. "Pandemic School Closures May Increase Inequality in Test Scores," Canadian Public Policy, University of Toronto Press, vol. 46(S1), pages 82-87, July.
    10. Ulrich Kohler, 2011. "Comparing coefficients between nested nonlinear probability models," German Stata Users' Group Meetings 2011 08, Stata Users Group.
    11. Brück, Tilman & d’Errico, Marco & Pietrelli, Rebecca, 2019. "The effects of violent conflict on household resilience and food security: Evidence from the 2014 Gaza conflict," World Development, Elsevier, vol. 119(C), pages 203-223.
    12. Islam, Asadul & Ouch, Chandarany & Smyth, Russell & Wang, Liang Choon, 2016. "The long-term effects of civil conflicts on education, earnings, and fertility: Evidence from Cambodia," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 800-820.
    13. Nicola Fuchs-Schündeln & Dirk Krueger & André Kurmann & Etienne Lalé & Alexander Ludwig & Irina Popova, 2023. "The Fiscal and Welfare Effects of Policy Responses to the Covid-19 School Closures," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 35-98, March.
    14. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    15. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
    16. Grewenig, Elisabeth & Lergetporer, Philipp & Werner, Katharina & Woessmann, Ludger & Zierow, Larissa, 2021. "COVID-19 and educational inequality: How school closures affect low- and high-achieving students," European Economic Review, Elsevier, vol. 140(C).
    17. Adong, Annet & Kornher, Lukas & Kiptoo Kirui, Oliver & von Braun, Joachim, 2021. "Conflict exposure and food consumption pathways during and after conflict: Evidence from Northern Uganda," World Development, Elsevier, vol. 147(C).
    18. Weldeegzie, Samuel G., 2017. "Growing-up Unfortunate: War and Human Capital in Ethiopia," World Development, Elsevier, vol. 96(C), pages 474-489.
    19. Arthi, Vellore & Parman, John, 2021. "Disease, downturns, and wellbeing: Economic history and the long-run impacts of COVID-19," Explorations in Economic History, Elsevier, vol. 79(C).
    20. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    21. Joshua Goodman, 2014. "Flaking Out: Student Absences and Snow Days as Disruptions of Instructional Time," NBER Working Papers 20221, National Bureau of Economic Research, Inc.
    22. Marc Rockmore, 2017. "The Cost of Fear: The Welfare Effect of the Risk of Violence in Northern Uganda," The World Bank Economic Review, World Bank, vol. 31(3), pages 650-669.
    23. Arias, María Alejandra & Ibáñez, Ana María & Zambrano, Andrés, 2019. "Agricultural production amid conflict: Separating the effects of conflict into shocks and uncertainty," World Development, Elsevier, vol. 119(C), pages 165-184.
    24. Meng, Xin & Gregory, R G, 2002. "The Impact of Interrupted Education on Subsequent Educational Attainment: A Cost of the Chinese Cultural Revolution," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 935-959, July.
    25. Nicola Fuchs-Schünde & Dirk Krueger & Alexander Ludwig & Irina Popova, 2022. "The Long-Term Distributional and Welfare Effects of Covid-19 School Closures," The Economic Journal, Royal Economic Society, vol. 132(645), pages 1647-1683.
    26. Monetary Authority of Singapore, 2020. "Balancing the risks and rewards of fintech developments," BIS Papers chapters, in: Bank for International Settlements (ed.), Financial market development, monetary policy and financial stability in emerging market economies, volume 113, pages 279-291, Bank for International Settlements.
    27. Daniel Solow & Jie Ning & Jieying Zhu & Yishen Cai, 2020. "Improved heuristics for finding balanced teams," IISE Transactions, Taylor & Francis Journals, vol. 52(12), pages 1312-1323, December.
    28. Aalto, Aino-Maija & Müller, Dagmar & Tilley, J. Lucas, 2023. "From epidemic to pandemic: Effects of the COVID-19 outbreak on high school program choices in Sweden," Labour Economics, Elsevier, vol. 82(C).
    29. David Jaume & Alexander Willén, 2019. "The Long-Run Effects of Teacher Strikes: Evidence from Argentina," Journal of Labor Economics, University of Chicago Press, vol. 37(4), pages 1097-1139.
    30. Amodio, Emanuele & Battisti, Michele & Kourtellos, Andros & Maggio, Giuseppe & Maida, Carmelo Massimo, 2022. "Schools opening and Covid-19 diffusion: Evidence from geolocalized microdata," European Economic Review, Elsevier, vol. 143(C).
    31. Victor Lavy, 2015. "Do Differences in Schools' Instruction Time Explain International Achievement Gaps? Evidence from Developed and Developing Countries," Economic Journal, Royal Economic Society, vol. 125(588), pages 397-424, November.
    32. Clark, Andrew E. & Nong, Huifu & Zhu, Hongjia & Zhu, Rong, 2021. "Compensating for academic loss: Online learning and student performance during the COVID-19 pandemic," China Economic Review, Elsevier, vol. 68(C).
    33. Bruce Sacerdote, 2012. "When the Saints Go Marching Out: Long-Term Outcomes for Student Evacuees from Hurricanes Katrina and Rita," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 109-135, January.
    34. Boruchowicz, Cynthia & Parker, Susan W. & Robbins, Lindsay, 2022. "Time use of youth during a pandemic: Evidence from Mexico," World Development, Elsevier, vol. 149(C).
    35. Per Engzell & Arun Frey & Mark D. Verhagen, 2021. "Learning loss due to school closures during the COVID-19 pandemic," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(17), pages 2022376118-, April.
    36. Gates, Scott & Hegre, Håvard & Nygård, Håvard Mokleiv & Strand, Håvard, 2012. "Development Consequences of Armed Conflict," World Development, Elsevier, vol. 40(9), pages 1713-1722.
    37. Cabus, Sofie J. & De Witte, Kristof, 2011. "Does school time matter?—On the impact of compulsory education age on school dropout," Economics of Education Review, Elsevier, vol. 30(6), pages 1384-1398.
    38. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    39. Andrea Ichino & Rudolf Winter-Ebmer, 2004. "The Long-Run Educational Cost of World War II," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 57-86, January.
    40. João Pedro & Amer Hasan & Diana Goldemberg & Koen Geven & Syedah Aroob Iqbal, 2021. "Simulating the Potential Impacts of COVID-19 School Closures on Schooling and Learning Outcomes: A Set of Global Estimates [Tackling Inequity in Education during and after COVID-19]," The World Bank Research Observer, World Bank, vol. 36(1), pages 1-40.
    41. Hanushek, Eric A. & Kain, John F. & Rivkin, Steven G., 2004. "Disruption versus Tiebout improvement: the costs and benefits of switching schools," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1721-1746, August.
    42. Michèle Belot & Dinand Webbink, 2010. "Do Teacher Strikes Harm Educational Attainment of Students?," LABOUR, CEIS, vol. 24(4), pages 391-406, December.
    43. Bundervoet, Tom & Dávalos, Maria E. & Garcia, Natalia, 2022. "The short-term impacts of COVID-19 on households in developing countries: An overview based on a harmonized dataset of high-frequency surveys," World Development, Elsevier, vol. 153(C).
    44. Magnus Carlsson & Gordon B. Dahl & Björn Öckert & Dan-Olof Rooth, 2015. "The Effect of Schooling on Cognitive Skills," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 533-547, July.
    45. Asanov, Igor & Flores, Francisco & McKenzie, David & Mensmann, Mona & Schulte, Mathis, 2021. "Remote-learning, time-use, and mental health of Ecuadorian high-school students during the COVID-19 quarantine," World Development, Elsevier, vol. 138(C).
    46. Marc Rockmore, 2020. "Conflict-Risk and Agricultural Portfolios: Evidence from Northern Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 56(10), pages 1856-1876, October.
    47. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    48. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022. "Covariate distribution balance via propensity scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
    49. Pham, Trinh, 2022. "The child education and health ethnic inequality consequences of climate shocks in Vietnam," Economics of Education Review, Elsevier, vol. 90(C).
    50. Meng, Xin & Zhao, Guochang, 2021. "The long shadow of a large scale education interruption: The intergenerational effect," Labour Economics, Elsevier, vol. 71(C).
    51. Norling, Johannes, 2020. "Education and employment following apartheid protests," Explorations in Economic History, Elsevier, vol. 77(C).
    52. Sharma M K & Mohammad O Ibrahim, 2020. "Semi-Balanced Array and Designs for Double Cross," Current Trends On Biostatistics & Biometrics, Lupine Publishers, LLC, vol. 2(2), pages 192-197, January.
    53. Lebedinski, Lara & Migali, Giuseppe & Popović, Miloš & Vujic, Suncica, 2021. "Operation Allied Force: Unintended Consequences of the NATO Bombing on Children's Outcomes," IZA Discussion Papers 14598, Institute of Labor Economics (IZA).
    54. Pivovarova, Margarita & Swee, Eik Leong, 2015. "Quantifying the Microeconomic Effects of War Using Panel Data: Evidence From Nepal," World Development, Elsevier, vol. 66(C), pages 308-321.
    55. Ulrich Kohler & Kristian Bernt Karlson & Anders Holm, 2011. "Comparing coefficients of nested nonlinear probability models," Stata Journal, StataCorp LP, vol. 11(3), pages 420-438, September.
    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. Jo Blanden & Matthias Doepke & Jan Stuhler, 2022. "Education inequality," CEP Discussion Papers dp1849, Centre for Economic Performance, LSE.
    2. Bastian A. Betthäuser & Anders M. Bach-Mortensen & Per Engzell, 2023. "A systematic review and meta-analysis of the evidence on learning during the COVID-19 pandemic," Nature Human Behaviour, Nature, vol. 7(3), pages 375-385, March.
    3. Kamila Cygan-Rehm, 2022. "Lifetime Consequences of Lost Instructional Time in the Classroom: Evidence from Shortened School Years," CESifo Working Paper Series 9892, CESifo.
    4. Bilo,Simon & Ajwad,Mohamed Ihsan & Alansari,Ebtesam & Alhumaidan,Lama & Alrashidi,Faleh M F E, 2021. "The Long Shadow of Short-Term Schooling Disruption : Analysis of Kuwait's Civil Service Payroll Data," Policy Research Working Paper Series 9641, The World Bank.
    5. Guido Neidhöfer & Nora Lustig & Mariano Tommasi, 2021. "Intergenerational transmission of lockdown consequences: prognosis of the longer-run persistence of COVID-19 in Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 571-598, September.
    6. Shinsuke Asakawa & Fumio Ohtake, 2021. "Impact of Temporary School Closure Due to COVID-19 on the Academic Achievement of Elementary School Students," Discussion Papers in Economics and Business 21-14, Osaka University, Graduate School of Economics.
    7. Boruchowicz, Cynthia & Parker, Susan W. & Robbins, Lindsay, 2022. "Time use of youth during a pandemic: Evidence from Mexico," World Development, Elsevier, vol. 149(C).
    8. Giorgio Di Pietro & Federico Biagi & Patricia Costa & Zbigniew Karpinski & Jacopo Mazza, 2020. "The likely impact of COVID-19 on education: Reflections based on the existing literature and recent international datasets," JRC Research Reports JRC121071, Joint Research Centre.
    9. Philipp Ager & Katherine Eriksson & Ezra Karger & Peter Nencka & Melissa A. Thomasson, 2024. "School Closures during the 1918 Flu Pandemic," The Review of Economics and Statistics, MIT Press, vol. 106(1), pages 266-276, January.
    10. Monroy-Gómez-Franco, Luis & Vélez-Grajales, Roberto & López-Calva, Luis F., 2022. "The potential effects of the COVID-19 pandemic on learnings," International Journal of Educational Development, Elsevier, vol. 91(C).
    11. Katharina Werner & Ludger Woessmann, 2021. "The Legacy of Covid-19 in Education," CESifo Working Paper Series 9358, CESifo.
    12. OIKAWA Masato & TANAKA Ryuichi & BESSHO Shun-ichiro & KAWAMURA Akira & NOGUCHI Haruko, 2022. "Do Class Closures Affect Students' Achievements? Heterogeneous effects of students' socioeconomic backgrounds," Discussion papers 22042, Research Institute of Economy, Trade and Industry (RIETI).
    13. Ardington, Cally & Wills, Gabrielle & Kotze, Janeli, 2021. "COVID-19 learning losses: Early grade reading in South Africa," International Journal of Educational Development, Elsevier, vol. 86(C).
    14. Nicola Fuchs-Schündeln & Dirk Krueger & André Kurmann & Etienne Lalé & Alexander Ludwig & Irina Popova, 2023. "The Fiscal and Welfare Effects of Policy Responses to the Covid-19 School Closures," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 35-98, March.
    15. Daniel A. Kamhöfer & Hendrik Schmitz, 2013. "Analyzing Zero Returns to Education in Germany – Heterogeneous Eff ects and Skill Formation," Ruhr Economic Papers 0446, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    16. Daniel A. Kamhöfer & Hendrik Schmitz, 2013. "Analyzing Zero Returns to Education in Germany: Heterogeneous Effects and Skill Formation," SOEPpapers on Multidisciplinary Panel Data Research 598, DIW Berlin, The German Socio-Economic Panel (SOEP).
    17. John Giles & Albert Park & Meiyan Wang, 2019. "The Great Proletarian Cultural Revolution, Disruptions to Education, and the Returns to Schooling in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 131-164.
    18. Adong, Annet & Kornher, Lukas & Kiptoo Kirui, Oliver & von Braun, Joachim, 2021. "Conflict exposure and food consumption pathways during and after conflict: Evidence from Northern Uganda," World Development, Elsevier, vol. 147(C).
    19. Ludger Wößmann, 2020. "Follow-up Costs of Not Learning: What We Can Learn from Research on Coronavirus-Related School Closures," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 73(06), pages 38-44, June.
    20. Andrew Eyles & Stephen Gibbons & Piero Montebruno, 2020. "Covid-19 school shutdowns: what will they do to our children's education?," CEP Covid-19 Analyses cepcovid-19-001, Centre for Economic Performance, LSE.

    More about this item

    Keywords

    Conflict; Education; Earnings; School closures;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:wdevel:v:176:y:2024:i:c:s0305750x23003327. 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/worlddev .

    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.