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Online teaching, gender differences and education outcomes: Evidence from Chinese urban high schools during the COVID-19

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  • Yang, Liu
  • Zhang, Lei

Abstract

We examine the short- and medium-term impacts of online teaching during COVID-19 on the academic performance of high school freshmen, employing unique data from three high schools of different academic performance levels in Zhejiang Province, China. We find that relative to the cohort not affected by COVID-19 and experiencing no online teaching in their freshman year, online teaching had short-term negative effects on Chinese performance in the high-performing school and math performance in the mid-performing school but no significant effects on other tests and in the low-performing school. The negative effects disappeared eight months after students returned to traditional classroom teaching, and students in the high-performing school indeed experienced a significant positive effect in math performance. Moreover, following online teaching, girls in key classes in the high-performing school performed better in math in both the short and medium term, significantly narrowing the math performance gap with their male classmates, while boys in the low-performing school experienced significant declines in both Chinese and math in the medium term.

Suggested Citation

  • Yang, Liu & Zhang, Lei, 2024. "Online teaching, gender differences and education outcomes: Evidence from Chinese urban high schools during the COVID-19," Journal of Comparative Economics, Elsevier, vol. 52(2), pages 534-553.
  • Handle: RePEc:eee:jcecon:v:52:y:2024:i:2:p:534-553
    DOI: 10.1016/j.jce.2024.02.002
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    as
    1. Mark Hoekstra & Pierre Mouganie & Yaojing Wang, 2018. "Peer Quality and the Academic Benefits to Attending Better Schools," Journal of Labor Economics, University of Chicago Press, vol. 36(4), pages 841-884.
    2. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    3. Sass, Tim R. & Semykina, Anastasia & Harris, Douglas N., 2014. "Value-added models and the measurement of teacher productivity," Economics of Education Review, Elsevier, vol. 38(C), pages 9-23.
    4. Schwerdt, Guido & Chingos, Matthew M., 2015. "Virtual Schooling and Student Learning: Evidence from the Florida Virtual School," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113202, Verein für Socialpolitik / German Economic Association.
    5. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    6. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    7. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    8. Eric A. Hanushek & Ludger Woessmann, 2020. "The economic impacts of learning losses," OECD Education Working Papers 225, OECD Publishing.
    9. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    10. Glenn Ellison & Ashley Swanson, 2023. "Dynamics of the Gender Gap in High Math Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 58(5), pages 1679-1711.
    11. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    12. Anderson, Kathryn & Gong, Xue & Hong, Kai & Zhang, Xi, 2016. "Do selective high schools improve student achievement? Effects of exam schools in China," China Economic Review, Elsevier, vol. 40(C), pages 121-134.
    13. Abhijeet Singh & Mauricio Romero & Karthik Muralidharan, 2022. "Covid-19 Learning Loss and Recovery: Panel Data Evidence from India," NBER Working Papers 30552, National Bureau of Economic Research, Inc.
    14. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    15. Esteban Aucejo & Jonathan James, 2021. "The Path to College Education: The Role of Math and Verbal Skills," Journal of Political Economy, University of Chicago Press, vol. 129(10), pages 2905-2946.
    16. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    17. 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).
    18. 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.
    19. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    20. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    21. Clare Halloran & Claire E. Hug & Rebecca Jack & Emily Oster, 2023. "Post COVID-19 Test Score Recovery: Initial Evidence from State Testing Data," NBER Working Papers 31113, National Bureau of Economic Research, Inc.
    22. Eric A. Hanushek, 1979. "Conceptual and Empirical Issues in the Estimation of Educational Production Functions," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 351-388.
    23. Thomas Buser & Noemi Peter & Stefan C. Wolter, 2017. "Gender, Competitiveness, and Study Choices in High School: Evidence from Switzerland," American Economic Review, American Economic Association, vol. 107(5), pages 125-130, May.
    24. Eric A. Hanushek & Yuan Wang & Lei Zhang, 2023. "Understanding Trends in Chinese Skill Premiums, 2007-2018," NBER Working Papers 31367, National Bureau of Economic Research, Inc.
    25. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    26. Carman, Katherine Grace & Zhang, Lei, 2012. "Classroom peer effects and academic achievement: Evidence from a Chinese middle school," China Economic Review, Elsevier, vol. 23(2), pages 223-237.
    27. Laura Moscoviz & David K. Evans, 2022. "Learning Loss and Student Dropouts during the COVID-19 Pandemic: A Review of the Evidence Two Years after Schools Shut Down," Working Papers 609, Center for Global Development.
    28. 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.
    29. Eric A. Hanushek & Lei Zhang, 2009. "Quality-Consistent Estimates of International Schooling and Skill Gradients," Journal of Human Capital, University of Chicago Press, vol. 3(2), pages 107-143.
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    More about this item

    Keywords

    Online teaching; Academic performance; Gender gap; Chinese high schools;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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