IDEAS home Printed from https://ideas.repec.org/a/eee/injoed/v85y2021ics0738059321000961.html
   My bibliography  Save this article

Accounting for repetition and dropout in contemporaneous cross-section learning profiles: Evidence from Rwanda

Author

Listed:
  • Crawfurd, Lee

Abstract

How much do children learn in a year of school? Longitudinal data that tracks children over time is scarce in developing countries, and so recent studies estimate learning profiles by comparing the ability of people with different amounts of schooling, at a single point in time. Such estimates of the effect of schooling on learning may be biased upwards by not controlling for repetition and dropout. In this paper I estimate contemporaneous cross-section learning profiles for Rwanda, using data from a nationally representative survey of 3053 children aged six to eighteen. I show how adjusting this learning profile for the total number of years enrolled in school (accounting for repetition and dropout), using detailed schooling histories, reduces the average amount learnt per year by over 60 percent. The learning profile for Rwanda is not just too flat, but flatter than previous estimates suggest.

Suggested Citation

  • Crawfurd, Lee, 2021. "Accounting for repetition and dropout in contemporaneous cross-section learning profiles: Evidence from Rwanda," International Journal of Educational Development, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:injoed:v:85:y:2021:i:c:s0738059321000961
    DOI: 10.1016/j.ijedudev.2021.102443
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0738059321000961
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijedudev.2021.102443?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. Akresh, Richard & de Walque, Damien, 2008. "Armed Conflict and Schooling: Evidence from the 1994 Rwandan Genocide," IZA Discussion Papers 3516, Institute of Labor Economics (IZA).
    2. Karthik Muralidharan & Abhijeet Singh & Alejandro J. Ganimian, 2019. "Disrupting Education? Experimental Evidence on Technology-Aided Instruction in India," American Economic Review, American Economic Association, vol. 109(4), pages 1426-1460, April.
    3. Chemouni, Benjamin, 2018. "The political path to universal health coverage: Power, ideas and community-based health insurance in Rwanda," World Development, Elsevier, vol. 106(C), pages 87-98.
    4. Clare Leaver & Owen Ozier & Pieter Serneels & Andrew Zeitlin, 2021. "Recruitment, Effort, and Retention Effects of Performance Contracts for Civil Servants: Experimental Evidence from Rwandan Primary Schools," American Economic Review, American Economic Association, vol. 111(7), pages 2213-2246, July.
    5. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1071-1102.
    6. Pritchett, Lant & Beatty, Amanda, 2015. "Slow down, you’re going too fast: Matching curricula to student skill levels," International Journal of Educational Development, Elsevier, vol. 40(C), pages 276-288.
    7. Kraay,Aart C., 2018. "Methodology for a World Bank Human Capital Index," Policy Research Working Paper Series 8593, The World Bank.
    8. Spaull, Nicholas & Kotze, Janeli, 2015. "Starting behind and staying behind in South Africa," International Journal of Educational Development, Elsevier, vol. 41(C), pages 13-24.
    9. Kaffenberger, Michelle & Pritchett, Lant, 2020. "Aiming higher: Learning profiles and gender equality in 10 low- and middle-income countries," International Journal of Educational Development, Elsevier, vol. 79(C).
    10. Crouch, Luis & Rolleston, Caine & Gustafsson, Martin, 2021. "Eliminating global learning poverty: The importance of equalities and equity," International Journal of Educational Development, Elsevier, vol. 82(C).
    11. Patrinos,Harry Anthony & Angrist,Noam, 2018. "Global Dataset on Education Quality : A Review and Update (2000-2017)," Policy Research Working Paper Series 8592, The World Bank.
    12. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    13. Akmal, Maryam & Pritchett, Lant, 2021. "Learning equity requires more than equality: Learning goals and achievement gaps between the rich and the poor in five developing countries⋆," International Journal of Educational Development, Elsevier, vol. 82(C).
    14. Williams, Timothy P., 2017. "The Political Economy of Primary Education: Lessons from Rwanda," World Development, Elsevier, vol. 96(C), pages 550-561.
    15. Milligan, Lizzi O. & Tikly, Leon & Williams, Timothy & Vianney, Jean-Marie & Uworwabayeho, Alphonse, 2017. "Textbook availability and use in Rwandan basic education: A mixed-methods study," International Journal of Educational Development, Elsevier, vol. 54(C), pages 1-7.
    16. van de Kuilen, Hester S. & Altinyelken, Hulya Kosar & Voogt, Joke M. & Nzabalirwa, Wenceslas, 2019. "Policy adoption of learner-centred pedagogy in Rwanda: A case study of its rationale and transfer mechanisms," International Journal of Educational Development, Elsevier, vol. 67(C), pages 64-72.
    17. Abbott, Pamela & Sapsford, Roger & Binagwaho, Agnes, 2017. "Learning from Success: How Rwanda Achieved the Millennium Development Goals for Health," World Development, Elsevier, vol. 92(C), pages 103-116.
    18. Evans,David & Yuan,Fei, 2019. "Equivalent Years of Schooling : A Metric to Communicate Learning Gains in Concrete Terms," Policy Research Working Paper Series 8752, The World Bank.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rebekka Rühle, 2022. "Mind the gap – an analysis of gender differences in mathematics and science achievement in South Africa," Working Papers 04/2022, Stellenbosch University, Department of Economics.
    2. Monroy-Gómez-Franco, Luis Angel, 2021. "Modelling the learning impacts of educational disruptions in the short and long run," SocArXiv z6x5s, Center for Open Science.
    3. 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).
    4. Crouch, Luis & Kaffenberger, Michelle & Savage, Laura, 2021. "Using learning profiles to inform education priorities: An editors’ overview of the Special Issue," International Journal of Educational Development, Elsevier, vol. 86(C).

    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. Beatty, Amanda & Berkhout, Emilie & Bima, Luhur & Pradhan, Menno & Suryadarma, Daniel, 2021. "Schooling progress, learning reversal: Indonesia’s learning profiles between 2000 and 2014," International Journal of Educational Development, Elsevier, vol. 85(C).
    2. Kaffenberger, Michelle & Pritchett, Lant, 2021. "A structured model of the dynamics of student learning in developing countries, with applications to policy," International Journal of Educational Development, Elsevier, vol. 82(C).
    3. Bayley, Stephen H., 2022. "Learning for adaptation and 21st-century skills: Evidence of pupils’ flexibility in Rwandan primary schools," International Journal of Educational Development, Elsevier, vol. 93(C).
    4. Bau, Natalie & Das, Jishnu & Yi Chang, Andres, 2021. "New evidence on learning trajectories in a low-income setting," International Journal of Educational Development, Elsevier, vol. 84(C).
    5. Alcott, Benjamin & Rose, Pauline, 2017. "Learning in India’s primary schools: How do disparities widen across the grades?," International Journal of Educational Development, Elsevier, vol. 56(C), pages 42-51.
    6. Antonia Grohmann & Lukas Menkhoff & Helke Seitz, 2022. "The Effect of Personalized Feedback on Small Enterprises’ Finances in Uganda," Economic Development and Cultural Change, University of Chicago Press, vol. 70(3), pages 1197-1227.
    7. Touhami Abdelkhalek & Dorothée Boccanfuso, 2022. "Human Capital Index (HCI) – from uncertainty to robustness of comparisons," Applied Economics, Taylor & Francis Journals, vol. 54(28), pages 3246-3260, June.
    8. 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.
    9. Ferman, Bruno & Lima, Lycia & Riva, Flávio, 2021. "Artificial Intelligence, Teacher Tasks and Individualized Pedagogy," SocArXiv qw249, Center for Open Science.
    10. Islam, Asad & Kwon, Sungoh & Masood, Eema & Prakash, Nishith & Sabarwal, Shwetlena & Saraswat, Deepak, 2020. "When Goal-Setting Forges Ahead but Stops Short," GLO Discussion Paper Series 526, Global Labor Organization (GLO).
    11. Yue-Yi Hwa & Clare Leaver, 2021. "Management in education systems," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(2), pages 367-391.
    12. Rodriguez-Segura, Daniel & Campton, Cole & Crouch, Luis & Slade, Timothy S., 2021. "Looking beyond changes in averages in evaluating foundational learning: Some inequality measures," International Journal of Educational Development, Elsevier, vol. 84(C).
    13. Bonan, Jacopo & Battiston, Pietro & Bleck, Jaimie & LeMay-Boucher, Philippe & Pareglio, Stefano & Sarr, Bassirou & Tavoni, Massimo, 2021. "Social interaction and technology adoption: Experimental evidence from improved cookstoves in Mali," World Development, Elsevier, vol. 144(C).
    14. Gianmarco León, 2012. "Civil Conflict and Human Capital Accumulation: The Long-term Effects of Political Violence in Perú," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 991-1022.
    15. Richard Akresh & Sonia Bhalotra & Marinella Leone & Una Osili, 2023. "First- and Second-Generation Impacts of the Biafran War," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 488-531.
    16. Venkatesh Murthy & Diptanshu Gaur & Korak Bhaduri, 2022. "Parents, Pupils, Pedagogues, and Policies: A Rectangle of School Education for Immigrant’s Children," Systemic Practice and Action Research, Springer, vol. 35(5), pages 607-634, October.
    17. Williams, Timothy P., 2017. "The Political Economy of Primary Education: Lessons from Rwanda," World Development, Elsevier, vol. 96(C), pages 550-561.
    18. Raphael, Dennis & Komakech, Morris, 2020. "Conceptualizing and researching health equity in Africa through a political economy of health lens – Rwanda in perspective," World Development Perspectives, Elsevier, vol. 19(C).
    19. Nathan Fiala, 2015. "Economic Consequences of Forced Displacement," Journal of Development Studies, Taylor & Francis Journals, vol. 51(10), pages 1275-1293, October.
    20. 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).

    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:injoed:v:85:y:2021:i:c:s0738059321000961. 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.journals.elsevier.com/international-journal-of-educational-development .

    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.