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Experimental Evidence on Alternative Policies to Increase Learning at Scale

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  • Annie Duflo
  • Jessica Kiessel
  • Adrienne Lucas

Abstract

We partnered with the Ghanaian government to test simultaneously four methods of increasing achievement in schools with low and heterogeneous student achievement| assistant led remedial pull-out lessons, assistant led remedial after school lessons, assistant led smaller class sizes, or teacher implemented partial day tracking. Despite implementation issues, the interventions increased student learning by about 0.1SD, about 0.4SD when adjusting for the imperfect implementation, with no effects on attendance, grade repetition, or drop-out. Test score increases were larger for girls and gains persisted after the program ended. Fidelity of implementation decreased over time for the assistants but increased for the teachers.

Suggested Citation

  • Annie Duflo & Jessica Kiessel & Adrienne Lucas, 2020. "Experimental Evidence on Alternative Policies to Increase Learning at Scale," NBER Working Papers 27298, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:27298
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    References listed on IDEAS

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    1. Bo, Hao & Galiani, Sebastian, 2021. "Assessing external validity," Research in Economics, Elsevier, vol. 75(3), pages 274-285.
    2. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    3. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    4. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1235-1264.
    5. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukherji & Marc Shotland & Michael Walton, 2016. "Mainstreaming an Effective Intervention: Evidence from Randomized Evaluations of “Teaching at the Right Level” in India," NBER Working Papers 22746, National Bureau of Economic Research, Inc.
    6. Duflo, Esther & Dupas, Pascaline & Kremer, Michael, 2015. "School governance, teacher incentives, and pupil–teacher ratios: Experimental evidence from Kenyan primary schools," Journal of Public Economics, Elsevier, vol. 123(C), pages 92-110.
    7. Jason T. Kerwin & Rebecca L. Thornton, 2021. "Making the Grade: The Sensitivity of Education Program Effectiveness to Input Choices and Outcome Measures," The Review of Economics and Statistics, MIT Press, vol. 103(2), pages 251-264, May.
    8. Hanushek, Eric A., 2021. "Addressing cross-national generalizability in educational impact evaluation," International Journal of Educational Development, Elsevier, vol. 80(C).
    9. Daniel O. Gilligan & Naureen Karachiwalla & Ibrahim Kasirye & Adrienne M. Lucas & Derek Neal, 2022. "Educator Incentives and Educational Triage in Rural Primary Schools," Journal of Human Resources, University of Wisconsin Press, vol. 57(1), pages 79-111.
    10. Abhijit V. Banerjee & Rukmini Banerji & Esther Duflo & Rachel Glennerster & Stuti Khemani, 2010. "Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India," American Economic Journal: Economic Policy, American Economic Association, vol. 2(1), pages 1-30, February.
    11. 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.
    12. Glewwe, Paul & Kremer, Michael & Moulin, Sylvie & Zitzewitz, Eric, 2004. "Retrospective vs. prospective analyses of school inputs: the case of flip charts in Kenya," Journal of Development Economics, Elsevier, vol. 74(1), pages 251-268, June.
    13. Evans,David & Yuan,Fei, 2019. "What We Learn about Girls'Education from Interventions that Do Not Focus on Girls," Policy Research Working Paper Series 8944, The World Bank.
    14. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    15. C. Kirabo Jackson & Jonah E. Rockoff & Douglas O. Staiger, 2014. "Teacher Effects and Teacher-Related Policies," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 801-825, August.
    16. Duflo, Esther & Banerjee, Abhijit & Banerji, Rukmini & Berry, James & Mukerji, Shobhini & Shotland, Marc & Walton, Michael & Kannan, Harini, 2016. "Mainstreaming an Effective Intervention: Evidence from Randomized Evaluations of “Teaching at the Right Level†in India," CEPR Discussion Papers 11530, C.E.P.R. Discussion Papers.
    17. Adrienne M. Lucas & Patrick J. McEwan & Moses Ngware & Moses Oketch, 2014. "Improving Early‐Grade Literacy In East Africa: Experimental Evidence From Kenya And Uganda," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(4), pages 950-976, September.
    18. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    19. Sylvie Moulin & Michael Kremer & Paul Glewwe, 2009. "Many Children Left Behind? Textbooks and Test Scores in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 112-135, January.
    20. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    21. Eva Vivalt, 0. "How Much Can We Generalize From Impact Evaluations?," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3045-3089.
    22. Karthik Muralidharan & Venkatesh Sundararaman, 2013. "Contract Teachers: Experimental Evidence from India," NBER Working Papers 19440, National Bureau of Economic Research, Inc.
    23. Muralidharan, Karthik & Das, Jishnu & Holla, Alaka & Mohpal, Aakash, 2017. "The fiscal cost of weak governance: Evidence from teacher absence in India," Journal of Public Economics, Elsevier, vol. 145(C), pages 116-135.
    24. Rosangela Bando & Emma Näslund-Hadley & Paul Gertler, 2019. "Effect of Inquiry and Problem Based Pedagogy on Learning: Evidence from 10 Field Experiments in Four Countries," NBER Working Papers 26280, National Bureau of Economic Research, Inc.
    25. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    26. Eva Vivalt, 2020. "How Much Can We Generalize From Impact Evaluations?," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3045-3089.
    27. Isaac Mbiti & Mauricio Romero & Youdi Schipper, 2023. "Designing Effective Teacher Performance Pay Programs: Experimental Evidence from Tanzania," The Economic Journal, Royal Economic Society, vol. 133(653), pages 1968-2000.
    28. Lant Pritchett & Justin Sandefur, 2015. "Learning from Experiments When Context Matters," American Economic Review, American Economic Association, vol. 105(5), pages 471-475, May.
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    Cited by:

    1. Anand, Gautam & Atluri, Aishwarya & Crawfurd, Lee & Pugatch, Todd & Sheth, Ketki, 2023. "Improving school management in low and middle income countries: A systematic review," Economics of Education Review, Elsevier, vol. 97(C).
    2. Hashibul Hassan & Asad Islam & Abu Siddique & Liang Choon Wang, 2021. "Telementoring and homeschooling during school closures: A randomized experiment in rural Bangladesh," Munich Papers in Political Economy 13, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    3. Abhijeet Singh & Mauricio Romero & Karthik Muralidharan, 2022. "Covid-19 Learning Loss and Recovery: Panel Data Evidence from India," CESifo Working Paper Series 10031, CESifo.
    4. Hanushek, Eric A., 2021. "Addressing cross-national generalizability in educational impact evaluation," International Journal of Educational Development, Elsevier, vol. 80(C).
    5. Noam Angrist & Peter Bergman & Moitshepi Matsheng, 2020. "School’s Out: Experimental Evidence on Limiting Learning Loss Using “Low-Tech” in a Pandemic," NBER Working Papers 28205, National Bureau of Economic Research, Inc.
    6. Schaffner, Julie & Glewwe, Paul & Sharma, Uttam, 2021. "Why Programs Fail: Lessons for Improving Public Service Quality from a Mixed-Methods Evaluation of an Unsuccessful Teacher Training Program in Nepal," Staff Papers 316663, University of Minnesota, Department of Applied Economics.
    7. Johnston, Jamie & Ksoll, Christopher, 2022. "Effectiveness of interactive satellite-transmitted instruction: Experimental evidence from Ghanaian primary schools," Economics of Education Review, Elsevier, vol. 91(C).
    8. Raju,Dhushyanth & Younger,Stephen D., 2022. "Benefits and Costs of Public Schooling in Ghana," Policy Research Working Paper Series 10017, The World Bank.

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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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