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A Beginner’s Guide to Randomized Evaluations in Development Economics

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We present a practical guide to randomized impact evaluation in Development Economics for people who are interested in starting a field experiment for the first time. We provide an overview of the important steps in planning and implementing a randomized evaluation from beginning to end. The steps include issues such as research question development, local partner institution, institutional review board, pre-analysis plan, sample-size calculation, random sampling, randomization, survey implementation, data entry, and data analysis.

Abstract

We present a practical guide to randomized impact evaluation in Development Economics for people who are interested in starting a field experiment for the first time. We provide an overview of the important steps in planning and implementing a randomized evaluation from beginning to end. The steps include issues such as research question development, local partner institution, institutional review board, pre-analysis plan, sample-size calculation, random sampling, randomization, survey implementation, data entry, and data analysis.

참고문헌 (16)

  1. Angrist, J. D., "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics", The Journal of Economic Perspectives, 24(2), pp.3~30 (2010)
  2. Worms at Work:Public Finance Implications of a Child Health Investment, "Baird, S.", ~ (2012)
  3. Banerjee, A. V., "The Experimental Approach to Development Economics", Annual Review of Economics, (1), pp.151~178 (2009)
  4. Using Randomization in Development Economics Research: A Toolkit, "Duflo, E.", Center for Economic Policy Research, ~, pp.Center for Economic Policy Research (CEPR) Discussion Paper No. 6059 (2007)
  5. "The short run impact of extending public health insurance to low income adults: evidence from the first year of The Oregon Medicaid Experiment – Analysis Plan" (2010)[URL]
  6. Glennerster, R., "Running Randomized Evaluations : a Practical Guide" (2013), Princeton University Press
  7. Measuring Social Capital: An Integrated Questionnaire, "Grootaert, C.", World Bank, ~, pp.World Bank Working Paper No. 18 (2004)
  8. 김부열, "Short-Term Impacts of a Cash Transfer Program for Girls’ Education on Academic Outcomes: Evidence from a Randomized Evaluation in Malawian Secondary Schools", Seoul Journal of Economics, 29(4), pp.553~572 (2016), 경제연구소
  9. "Essays on Education and Health in Developing Countries" (2014)[URL]
  10. Kim, B., "Peer Effects in the Demand for Male Circumcision: Evidence from Secondary Schools in Malawi", AEA RCT Registry, ~ (2016)
  11. Leamer, E., "Sensitivity Analyses Would Help", American Economic Review, 75(3), pp.308~313 (1985)
  12. Lee, D., "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects", Review of Economic Studies, 76(3), pp.1071~1102 (2009)
  13. Miguel, E., "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities", Econometrica, 72(1), pp.159~217 (2004)
  14. Rubin, D., "Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies", Journal of Educational Psychology, 66(5), pp.688~701 (1974)
  15. Thomas, D., "Lost but Not Forgotten:Attrition and follow-up in the Indonesia Family Life Survey", Journal of Human Resources, 36(3), pp.556~592 (2001)
  16. Thomas, D., "Cutting the Costs of Attrition:Results from the Indonesia Family Life Survey", Journal of Development Economics, 98(1), pp.108~123 (2012)

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