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Digital Divide or Digital Provide? Technology, Time Use and Learning Loss during COVID-19

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  • Asadullah, Niaz

    (Monash University)

  • Bhattacharjee, Anindita

    (Save the Children)

Abstract

COVID-19 school closure has caused a worldwide shift towards technology-aided home schooling. Given widespread poverty in developing countries, this has raised concerns over new forms of learning inequalities. Using nationwide data on primary and secondary school children in slum and rural households in Bangladesh, we examine how learning time at home during the early months of school closure varies by access to technology at home. Data confirms significant socio-economic and gender divide in access to TV, smartphone, computer and internet among rural households. However, the analysis of daily time use data shows only a modest return to technology in terms of boosting learning time at home. Learning-grade gradient is shallow and insensitive to TV, smartphone and computer access at home. We also find no evidence that technology access per se helps learning continuity through boosting time spent in online schooling and private supplementary coaching/tutoring. While technology access matters in households where parents act as home tutors, the magnitude of such complementary effect is not large. The results imply a loss of out-of-school learning time during school closure even in households with technology access. We consider additional hypotheses relating to institutional and socio-economic barriers to home-based learning in developing countries.

Suggested Citation

  • Asadullah, Niaz & Bhattacharjee, Anindita, 2022. "Digital Divide or Digital Provide? Technology, Time Use and Learning Loss during COVID-19," IZA Discussion Papers 15382, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp15382
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    1. Sabrin Beg & Waqas Halim & Adrienne M. Lucas & Umar Saif, 2022. "Engaging Teachers with Technology Increased Achievement, Bypassing Teachers Did Not," American Economic Journal: Economic Policy, American Economic Association, vol. 14(2), pages 61-90, May.
    2. Fang Lai & Linxiu Zhang & Xiao Hu & Qinghe Qu & Yaojiang Shi & Yajie Qiao & Matthew Boswell & Scott Rozelle, 2013. "Computer assisted learning as extracurricular tutor? Evidence from a randomised experiment in rural boarding schools in Shaanxi," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 5(2), pages 208-231, June.
    3. Julian Cristia & Alejo Czerwonko & Pablo Garofalo, 2014. "Does technology in schools affect repetition, dropout and enrollment? Evidence from Peru," Journal of Applied Economics, Universidad del CEMA, vol. 17, pages 89-112, May.
    4. Rosa Sanchis-Guarner & José Montalbán & Felix Weinhardt, 2021. "Home Broadband and Human Capital Formation," Working Papers 923, Queen Mary University of London, School of Economics and Finance.
    5. Jacob L. Vigdor & Helen F. Ladd & Erika Martinez, 2014. "Scaling The Digital Divide: Home Computer Technology And Student Achievement," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1103-1119, July.
    6. Fairlie Robert W., 2016. "Do Boys and Girls Use Computers Differently, and Does It Contribute to Why Boys do Worse in School Than Girls?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(1), pages 59-96, January.
    7. Gallego, Francisco A. & Malamud, Ofer & Pop-Eleches, Cristian, 2020. "Parental monitoring and children's internet use: The role of information, control, and cues," Journal of Public Economics, Elsevier, vol. 188(C).
    8. Shuhei Kaneko & Haruko Noguchi, 2020. "Impacts of Natural Disaster on Changes in Parental and Children's Time Allocation: Evidence from the Great East Japan Earthquake," Working Papers 2006, Waseda University, Faculty of Political Science and Economics.
    9. Oliver Falck & Constantin Mang & Ludger Woessmann, 2018. "Virtually No Effect? Different Uses of Classroom Computers and their Effect on Student Achievement," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(1), pages 1-38, February.
    10. Gina Porter & Kate Hampshire & James Milner & Alister Munthali & Elsbeth Robson & Ariane Lannoy & Andisiwe Bango & Nwabisa Gunguluza & Mac Mashiri & Augustine Tanle & Albert Abane, 2016. "Mobile Phones and Education in Sub‐Saharan Africa: From Youth Practice to Public Policy," Journal of International Development, John Wiley & Sons, Ltd., vol. 28(1), pages 22-39, January.
    11. Mo, Di & Huang, Weiming & Shi, Yaojiang & Zhang, Linxiu & Boswell, Matthew & Rozelle, Scott, 2015. "Computer technology in education: Evidence from a pooled study of computer assisted learning programs among rural students in China," China Economic Review, Elsevier, vol. 36(C), pages 131-145.
    12. Sabates, Ricardo & Carter, Emma & Stern, Jonathan M.B., 2021. "Using educational transitions to estimate learning loss due to COVID-19 school closures: The case of Complementary Basic Education in Ghana," International Journal of Educational Development, Elsevier, vol. 82(C).
    13. Peter Bergman, 2020. "Nudging Technology Use: Descriptive and Experimental Evidence from School Information Systems," Education Finance and Policy, MIT Press, vol. 15(4), pages 623-647, Fall.
    14. Fiorini, M., 2010. "The effect of home computer use on children's cognitive and non-cognitive skills," Economics of Education Review, Elsevier, vol. 29(1), pages 55-72, February.
    15. Kessel, Dany & Hardardottir, Hulda Lif & Tyrefors, Björn, 2020. "The impact of banning mobile phones in Swedish secondary schools," Economics of Education Review, Elsevier, vol. 77(C).
    16. Carlana, Michela & La Ferrara, Eliana, 2021. "Apart but Connected: Online Tutoring and Student Outcomes during the COVID-19 Pandemic," CEPR Discussion Papers 15761, C.E.P.R. Discussion Papers.
    17. Diether W. Beuermann & Julian Cristia & Santiago Cueto & Ofer Malamud & Yyannu Cruz-Aguayo, 2015. "One Laptop per Child at Home: Short-Term Impacts from a Randomized Experiment in Peru," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 53-80, April.
    18. Hall, Caroline & Lundin, Martin & Sibbmark, Kristina, 2019. "A laptop for every child? The impact of ICT on educational outcomes," Working Paper Series 2019:26, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    19. Julian Cristia & Alejo Czerwonko & Pablo Garofalo, 2014. "Does technology in schools affect repetition, dropout and enrollment? Evidence from Peru," Journal of Applied Economics, Universidad del CEMA, vol. 17, pages 89-112, May.
    20. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 987-1027.
    21. Angrist, Noam & Bergman, Peter & Matsheng, Moitshepi, 2020. "School's Out: Experimental Evidence on Limiting Learning Loss Using "Low-Tech" in a Pandemic," IZA Discussion Papers 14009, Institute of Labor Economics (IZA).
    22. 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.
    23. Avanesian, Garen & Mizunoya, Suguru & Amaro, Diogo, 2021. "How many students could continue learning during COVID-19-caused school closures? Introducing a new reachability indicator for measuring equity of remote learning," International Journal of Educational Development, Elsevier, vol. 84(C).
    24. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2013. "Time Use during the Great Recession," American Economic Review, American Economic Association, vol. 103(5), pages 1664-1696, August.
    25. Angrist, Noam & de Barros, Andreas & Bhula, Radhika & Chakera, Shiraz & Cummiskey, Chris & DeStefano, Joseph & Floretta, John & Kaffenberger, Michelle & Piper, Benjamin & Stern, Jonathan, 2021. "Building back better to avert a learning catastrophe: Estimating learning loss from COVID-19 school shutdowns in Africa and facilitating short-term and long-term learning recovery," International Journal of Educational Development, Elsevier, vol. 84(C).
    26. Naik, Gopal & Chitre, Chetan & Bhalla, Manaswini & Rajan, Jothsna, 2020. "Impact of use of technology on student learning outcomes: Evidence from a large-scale experiment in India," World Development, Elsevier, vol. 127(C).
    27. Francesca Borgonovi & Magdalena Pokropek, 2021. "The evolution of the association between ICT use and reading achievement in 28 countries," DoQSS Working Papers 21-14, Quantitative Social Science - UCL Social Research Institute, University College London.
    28. Hernan Galperin & M. Fernanda Viecens, 2017. "Connected for Development? Theory and evidence about the impact of Internet technologies on poverty alleviation," Development Policy Review, Overseas Development Institute, vol. 35(3), pages 315-336, May.
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    1. Sakaue, Katsuki & Wokadala, James & Ogawa, Keiichi, 2023. "Effect of parental engagement on children’s home-based continued learning during COVID-19–induced school closures: Evidence from Uganda," International Journal of Educational Development, Elsevier, vol. 100(C).
    2. Hakim, Dani Rahman & Rosini, Iin, 2022. "Regional Income Inequality in Indonesia: The Role of Public and Private Investment," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 56(3), pages 87-101.

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    More about this item

    Keywords

    COVID-19; learning crisis; home-based education; school closure;
    All these keywords.

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • Q50 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - General

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