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Learning and happiness during Covid-19 school closure in urban Malaysia

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  • Asadullah, M. Niaz
  • Tham, Eric

Abstract

COVID-19 school closure has disrupted education systems globally raising concerns over learning time loss. At the same time, social isolation at home has seen a decline in happiness level among young learners. Understanding the link between cognitive effort and emotional wellbeing is important for post-pandemic learning recovery interventions particularly if there is a feedback loop from happiness to learning. In this context, we use primary survey data collected during the first school closure in urban Malaysia to study the complex association between learning loss and student happiness. Machine learning methods are used to accommodate the multi-dimensional and interaction effects between the covariates that influence this association. Empirically, we find that the most important covariates are student gender, social economic status (SES) proxied by the number of books ownership, time spent on play and religious activity. Based on the results, we develop a conceptual framework of learning continuity by formalizing the importance of investment in emotional wellbeing.

Suggested Citation

  • Asadullah, M. Niaz & Tham, Eric, 2023. "Learning and happiness during Covid-19 school closure in urban Malaysia," International Journal of Educational Development, Elsevier, vol. 101(C).
    • Handle: RePEc:eee:injoed:v:101:y:2023:i:c:s0738059323000986
    DOI: 10.1016/j.ijedudev.2023.102822
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    as
    1. Buesa, Alejandro & Pérez, Javier J. & Santabárbara, Daniel, 2021. "Awareness of pandemics and the impact of COVID-19," Economics Letters, Elsevier, vol. 204(C).
    2. Maya Rossin-Slater & Molly Schnell & Hannes Schwandt & Sam Trejo & Lindsey Uniat, 2020. "Local exposure to school shootings and youth antidepressant use," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(38), pages 23484-23489, September.
    3. Fernando E. Alvarez & David Argente & Francesco Lippi, 2020. "A Simple Planning Problem for COVID-19 Lockdown," NBER Working Papers 26981, National Bureau of Economic Research, Inc.
    4. Lee Elliot Major & Andrew Eyles & Stephen Machin, 2021. "Learning loss since lockdown: variation across the home nations," CEP Covid-19 Analyses cepcovid-19-023, Centre for Economic Performance, LSE.
    5. Selvaraj, Ambika & Radhin, Vishnu & KA, Nithin & Benson, Noel & Mathew, Arun Jo, 2021. "Effect of pandemic based online education on teaching and learning system," International Journal of Educational Development, Elsevier, vol. 85(C).
    6. Elizabeth A. K. Jones & Amal K. Mitra & Azad R. Bhuiyan, 2021. "Impact of COVID-19 on Mental Health in Adolescents: A Systematic Review," IJERPH, MDPI, vol. 18(5), pages 1-9, March.
    7. Bahadır Dursun & Resul Cesur, 2016. "Transforming lives: the impact of compulsory schooling on hope and happiness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 911-956, July.
    8. 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.
    9. Yeasmin, Sabina & Banik, Rajon & Hossain, Sorif & Hossain, Md. Nazmul & Mahumud, Raju & Salma, Nahid & Hossain, Md. Moyazzem, 2020. "Impact of COVID-19 pandemic on the mental health of children in Bangladesh: A cross-sectional study," Children and Youth Services Review, Elsevier, vol. 117(C).
    10. 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).
    11. Lotta Uusitalo-Malmivaara, 2012. "Global and School-Related Happiness in Finnish Children," Journal of Happiness Studies, Springer, vol. 13(4), pages 601-619, August.
    12. Thomas Dreesen & Spogmai Akseer & Mathieu Brossard & Pragya Dewan & Juan-Pablo Giraldo & Akito Kamei & Suguru Mizunoya & Javier Santiago Ortiz Correa & UNICEF Office of Research - Innocenti, 2020. "Promising Practices for Equitable Remote Learning. Emerging lessons from COVID-19 education responses in 127 countries," Papers inores1090, Innocenti Research Briefs.
    13. Hevia, Felipe J. & Vergara-Lope, Samana & Velásquez-Durán, Anabel & Calderón, David, 2022. "Estimation of the fundamental learning loss and learning poverty related to COVID-19 pandemic in Mexico," International Journal of Educational Development, Elsevier, vol. 88(C).
    14. Ahmed Suparno Bahar Moni & Shalimar Abdullah & Mohammad Farris Iman Leong Bin Abdullah & Mohammed Shahjahan Kabir & Sheikh M Alif & Farhana Sultana & Masudus Salehin & Sheikh Mohammed Shariful Islam &, 2021. "Psychological distress, fear and coping among Malaysians during the COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-21, September.
    15. 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.
    16. 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.
    17. Marla Andréia Garcia de Avila & Pedro Tadao Hamamoto Filho & Francine Letícia da Silva Jacob & Léia Regina Souza Alcantara & Malin Berghammer & Margaretha Jenholt Nolbris & Patricia Olaya-Contreras & , 2020. "Children’s Anxiety and Factors Related to the COVID-19 Pandemic: An Exploratory Study Using the Children’s Anxiety Questionnaire and the Numerical Rating Scale," IJERPH, MDPI, vol. 17(16), pages 1-13, August.
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    More about this item

    Keywords

    Emotional health; Distance education and online learning; Cultural and social implications; Teaching/learning strategies; Machine Learning; Malaysia;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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