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Does online education magnify educational inequalities? Evidence from the COVID-19 pandemic

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  • Sun, Yue
  • Tang, Can
  • Zhao, Zhong

Abstract

Taking the closure of all primary and secondary schools in China at the start of the COVID-19 pandemic as a quasi-natural experiment, this paper examines the impact of online education on student academic performance and the role of family socioeconomic status (SES) in the K-12 online environment. We employ a difference-in-differences approach and find that online learning has a positive effect on the performance of previous high-achieving students and a negative effect on low-achieving students. Further, employing the difference-in-difference-in-differences method, we find that students from high-SES families improve their GPA by 0.464 points after distance learning relative to disadvantaged students, i.e., the gap between low and high SES performance widens by 16.7 %, and this effect is more pronounced among students in primary schools and in provinces where online education lasts longer. The mechanism analysis shows that high-SES families help their children make academic progress in online education by developing their children's academic locus of control, providing access to information and communication technology, and increasing study time.

Suggested Citation

  • Sun, Yue & Tang, Can & Zhao, Zhong, 2024. "Does online education magnify educational inequalities? Evidence from the COVID-19 pandemic," China Economic Review, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:chieco:v:88:y:2024:i:c:s1043951x24001937
    DOI: 10.1016/j.chieco.2024.102304
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    1. Kim, Youngmi & Sherraden, Michael & Clancy, Margaret, 2013. "Do mothers’ educational expectations differ by race and ethnicity, or socioeconomic status?," Economics of Education Review, Elsevier, vol. 33(C), pages 82-94.
    2. Andreas Olden & Jarle Møen, 2022. "The triple difference estimator [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 531-553.
    3. 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.
    4. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    5. Silvia Mendolia & Ian Walker, 2014. "The effect of personality traits on subject choice and performance in high school," Working Papers 64907361, Lancaster University Management School, Economics Department.
    6. 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).
    7. Zhang, Yue & Zhao, Guochang & Zhou, Bo, 2021. "Does learning longer improve student achievement? Evidence from online education of graduating students in a high school during COVID-19 period," China Economic Review, Elsevier, vol. 70(C).
    8. Eric P. Bettinger & Lindsay Fox & Susanna Loeb & Eric S. Taylor, 2017. "Virtual Classrooms: How Online College Courses Affect Student Success," American Economic Review, American Economic Association, vol. 107(9), pages 2855-2875, September.
    9. 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.
    10. Alison Andrew & Sarah Cattan & Monica Costa Dias & Christine Farquharson & Lucy Kraftman & Sonya Krutikova & Angus Phimister & Almudena Sevilla, 2020. "Inequalities in Children's Experiences of Home Learning during the COVID‐19 Lockdown in England," Fiscal Studies, John Wiley & Sons, vol. 41(3), pages 653-683, September.
    11. Mendolia, Silvia & Walker, Ian, 2014. "The effect of personality traits on subject choice and performance in high school: Evidence from an English cohort," Economics of Education Review, Elsevier, vol. 43(C), pages 47-65.
    12. Heissel, Jennifer, 2016. "The relative benefits of live versus online delivery: Evidence from virtual algebra I in North Carolina," Economics of Education Review, Elsevier, vol. 53(C), pages 99-115.
    13. 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).
    14. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    15. Ross, Catherine E. & Mirowsky, John, 2006. "Sex differences in the effect of education on depression: Resource multiplication or resource substitution?," Social Science & Medicine, Elsevier, vol. 63(5), pages 1400-1413, September.
    16. Pan, Dan & Chen, Huan, 2021. "Border pollution reduction in China: The role of livestock environmental regulations," China Economic Review, Elsevier, vol. 69(C).
    17. 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.
    18. Herman G. van de Werfhorst, 2021. "Inequality in learning is a major concern after school closures," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(20), pages 2105243118-, May.
    19. Guo, Congbin & Wan, Boshen, 2022. "The digital divide in online learning in China during the COVID-19 pandemic," Technology in Society, Elsevier, vol. 71(C).
    20. Liao, Haoye & Ma, Sen & Xue, Hao, 2022. "Does school shutdown increase inequality in academic performance? Evidence from COVID-19 pandemic in China," China Economic Review, Elsevier, vol. 75(C).
    21. Maya Escueta & Andre Joshua Nickow & Philip Oreopoulos & Vincent Quan, 2020. "Upgrading Education with Technology: Insights from Experimental Research," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 897-996, December.
    22. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2019. "Mother's education and child development: Evidence from the compulsory school reform in China," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 669-692.
    23. Bacher-Hicks, Andrew & Goodman, Joshua & Mulhern, Christine, 2021. "Inequality in household adaptation to schooling shocks: Covid-induced online learning engagement in real time," Journal of Public Economics, Elsevier, vol. 193(C).
    24. 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.
    25. Sébastien Goudeau & Camille Sanrey & Arnaud Stanczak & Antony Manstead & Céline Darnon, 2021. "Why lockdown and distance learning during the COVID-19 pandemic are likely to increase the social class achievement gap," Nature Human Behaviour, Nature, vol. 5(10), pages 1273-1281, October.
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    More about this item

    Keywords

    Online education; Socioeconomic status; Educational inequality; Academic locus of control;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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