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Powering education

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  • Hassan, Fadi
  • Lucchino, Paolo

Abstract

More than 1.3 billion people worldwide have no access to electricity and this has first-order effects on several development dimensions. In this paper we focus on the link between access to light and education. We randomly distribute solar lamps to 7th grade pupils in rural Kenya and monitor their educational outcomes throughout the year at quarterly frequency. We find that access to lights through solar lamps is a relevant and effective input to education. Our identification strategy accounts for spillovers by exploiting the variation in treatment at the pupil level and in treatment intensity across classes. We find a positive and significant intention-to-treat effect as well as a positive and significant spillover effect on control students. In a class with the average treatment intensity of our sample (43%), treated students experience an increase in math grades of 0.88 standard deviations. Moreover, we find a positive marginal effect of treatment intensity on control students: raising the share of treated students in a class by 10% increases grades of control students by 0.22 standard deviations. We exploit household geolocation to disentangle within-class and geographical spillovers. We show that geographical spillovers do not have a significant impact and within-school interaction is the main source of spillovers. Finally, we provide suggestive evidence that the mechanism through which lamps affect students is by increasing co-studying at school especially after sunset.

Suggested Citation

  • Hassan, Fadi & Lucchino, Paolo, 2016. "Powering education," LSE Research Online Documents on Economics 67673, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:67673
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    References listed on IDEAS

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    1. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    2. Taryn Dinkelman, 2011. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3078-3108, December.
    3. Sarah Baird & Aislinn Bohren & Berk Ozler & Craig McIntosh, 2014. "Designing Experiments to Measure Spillover Effects," Working Papers 2014-11, The George Washington University, Institute for International Economic Policy.
    4. Kate Ambler & Diego Aycinena & Dean Yang, 2015. "Channeling Remittances to Education: A Field Experiment among Migrants from El Salvador," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 207-232, April.
    5. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    6. Jishnu Das & Stefan Dercon & James Habyarimana & Pramila Krishnan & Karthik Muralidharan & Venkatesh Sundararaman, 2013. "School Inputs, Household Substitution, and Test Scores," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 29-57, April.
    7. Adrienne M. Lucas & Isaac M. Mbiti, 2012. "Access, Sorting, and Achievement: The Short-Run Effects of Free Primary Education in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 226-253, October.
    8. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
    9. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    10. Chishio Furukawa, 2014. "Do Solar Lamps Help Children Study? Contrary Evidence from a Pilot Study in Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 50(2), pages 319-341, February.
    11. Paul Schultz, T., 2004. "School subsidies for the poor: evaluating the Mexican Progresa poverty program," Journal of Development Economics, Elsevier, vol. 74(1), pages 199-250, June.
    12. Rud, Juan Pablo, 2012. "Electricity provision and industrial development: Evidence from India," Journal of Development Economics, Elsevier, vol. 97(2), pages 352-367.
    13. Molly Lipscomb & A. Mushfiq Mobarak & Tania Barham, 2013. "Development Effects of Electrification: Evidence from the Topographic Placement of Hydropower Plants in Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 200-231, April.
    14. Dana Burde & Leigh L. Linden, 2013. "Bringing Education to Afghan Girls: A Randomized Controlled Trial of Village-Based Schools," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 27-40, July.
    15. Joshua Angrist & Victor Lavy, 2009. "The Effects of High Stakes High School Achievement Awards: Evidence from a Randomized Trial," American Economic Review, American Economic Association, vol. 99(4), pages 1384-1414, September.
    16. Karthik Muralidharan & Venkatesh Sundararaman, 2011. "Teacher Performance Pay: Experimental Evidence from India," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
    17. Gertler, Paul J. & Patrinos, Harry Anthony & Rubio-Codina, Marta, 2012. "Empowering parents to improve education: Evidence from rural Mexico," Journal of Development Economics, Elsevier, vol. 99(1), pages 68-79.
    18. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
    19. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
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    Cited by:

    1. Kudo, Yuya & Shonchoy, Abu S. & Takahashi, Kazushi, 2015. "Impacts of solar lanterns in geographically challenged locations : experimental evidence from Bangladesh," IDE Discussion Papers 502, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    2. Derksen, Laura & Leclerc, Catherine Michaud & Souza, Pedro CL, 2019. "Searching for Answers: The Impact of Student Access to Wikipedia," CAGE Online Working Paper Series 450, Competitive Advantage in the Global Economy (CAGE).
    3. Derksen, Laura & Leclerc, Catherine Michaud & Souza, Pedro CL, 2019. "Searching for Answers : The Impact of Student Access to Wikipedia," The Warwick Economics Research Paper Series (TWERPS) 1236, University of Warwick, Department of Economics.
    4. Aidan Coville & Victor Orozco & Arndt Reichert, 2019. "Paying Attention to Technology Innovations," World Bank Publications - Reports 34339, The World Bank Group.
    5. Ognen Stojanovski & Mark Thurber & George Muwowo & Frank A. Wolak & Kat Harrison, 2019. "Assessing Opportunities for Solar Lanterns to Improve Educational Outcomes in Rural Off-Grid Regions: Challenges and Lessons from a Randomized Controlled Trial," Working Papers id:12961, eSocialSciences.

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    More about this item

    Keywords

    Randomised controlled trial; solar lamps; education; energy access; spillover effects; randomised saturation design;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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