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The Experimental Approach to Development Economics

  • Abhijit V. Banerjee
  • Esther Duflo

    ()

    (Department of Economics and Abdul Latif Jameel Poverty Action Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02142)

Randomized experiments have become a popular tool in development economics research and have been the subject of a number of criticisms. This paper reviews the recent literature and discusses the strengths and limitations of this approach in theory and in practice. We argue that the main virtue of randomized experiments is that, owing to the close collaboration between researchers and implementers, they allow the estimation of parameters that would not otherwise be possible to evaluate. We discuss the concerns that have been raised regarding experiments and generally conclude that, although real, they are often not specific to experiments. We conclude by discussing the relationship between theory and experiments.

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Article provided by Annual Reviews in its journal Annual Review of Economics.

Volume (Year): 1 (2009)
Issue (Month): 1 (05)
Pages: 151-178

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Handle: RePEc:anr:reveco:v:1:y:2009:p:151-178
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  1. Lori Beaman & Raghabendra Chattopadhyay & Esther Duflo & Rohini Pande & Petia Topalova, 2009. "Powerful Women: Does Exposure Reduce Bias?," The Quarterly Journal of Economics, MIT Press, vol. 124(4), pages 1497-1540, November.
  2. Joshua Angrist & Eric Bettinger & Erik Bloom & Elizabeth King & Michael Kremer, 2001. "Vouchers for Private Schooling in Colombia: Evidence from a Randomized Natural Experiment," NBER Working Papers 8343, National Bureau of Economic Research, Inc.
  3. Esther Duflo & Rema Hanna, 2005. "Monitoring Works: Getting Teachers to Come to School," Working Papers id:301, eSocialSciences.
  4. Paul Glewwe & Nauman Ilias & Michael Kremer, 2010. "Teacher Incentives," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 205-27, July.
  5. Barron, Patrick & Olken, Benjamin, 2007. "The Simple Economics of Extortion: Evidence from Trucking in Aceh," CEPR Discussion Papers 6332, C.E.P.R. Discussion Papers.
  6. Paul Glewwe & Michael Kremer & Sylvie Moulin, 2007. "Many Children Left Behind? Textbooks and Test Scores in Kenya," NBER Working Papers 13300, National Bureau of Economic Research, Inc.
  7. Benjamin A. Olken, 2005. "Monitoring Corruption: Evidence from a Field Experiment in Indonesia," NBER Working Papers 11753, National Bureau of Economic Research, Inc.
  8. Dean Karlan & Nava Ashaf & Wesley Yin, 2004. "Tying odysseus to the mast: Evidence from a commitment savings product in the philippines," Natural Field Experiments 00206, The Field Experiments Website.
  9. Rodrik, Dani, 2008. "The New Development Economics: We Shall Experiment, but How Shall We Learn?," Working Paper Series rwp08-055, Harvard University, John F. Kennedy School of Government.
  10. Dean S. Karlan & Jonathan Zinman, 2008. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," American Economic Review, American Economic Association, vol. 98(3), pages 1040-68, June.
  11. Kremer, Michael & Miguel, Edward & Thornton, Rebecca & Ozier, Owen, 2005. "Incentives to learn," Policy Research Working Paper Series 3546, The World Bank.
  12. Xavier Gin� & Dean Karlan & Jonathan Zinman, 2010. "Put Your Money Where Your Butt Is: A Commitment Contract for Smoking Cessation," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 213-35, October.
  13. 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, 01.
  14. Hoyt Bleakley, 2007. "Disease and Development: Evidence from Hookworm Eradication in the American South," The Quarterly Journal of Economics, MIT Press, vol. 122(1), pages 73-117, 02.
  15. 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.
  16. Xavier Gin� & Pamela Jakiela & Dean Karlan & Jonathan Morduch, 2010. "Microfinance Games," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 60-95, July.
  17. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, Elsevier.
  18. Nava Ashraf & Dean S. Karlan & Wesley Yin, 2005. "Tying Odysseus to the Mast: Evidence from a Commitment Savings Product in the Philippines," Working Papers 917, Economic Growth Center, Yale University.
  19. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
  20. Paul Glewwe & Michael Kremer & Sylvie Moulin & Eric Zitzewitz, 2000. "Retrospective vs. Prospective Analyses of School Inputs: The Case of Flip Charts in Kenya," NBER Working Papers 8018, National Bureau of Economic Research, Inc.
  21. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
  22. James Heckman & Lance Lockner & Christopher Taber, 1999. "Human capital formation and general equilibrium treatment effects: a study of tax and tuition policy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 25-40, March.
  23. Michael Kremer & Edward Miguel, 2004. "The Illusion of Sustainability," Working Papers 35, Center for Global Development.
  24. Banerjee, Abhijit & Cole, Shawn & Duflo, Esther & Linden, Leigh, 2006. "Remedying Education: Evidence from Two Randomized Experiments in India," CEPR Discussion Papers 5446, C.E.P.R. Discussion Papers.
  25. Hirano, Keisuke & Porter, Jack, 2006. "Asymptotics for statistical treatment rules," MPRA Paper 1173, University Library of Munich, Germany.
  26. Daron Acemoglu & Simon Johnson, 2006. "Disease and Development: The Effect of Life Expectancy on Economic Growth," NBER Working Papers 12269, National Bureau of Economic Research, Inc.
  27. Karlan, Dean S. & Zinman, Jonathan, 2007. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," CEPR Discussion Papers 6407, C.E.P.R. Discussion Papers.
  28. Dean S. Karlan, 2005. "Using Experimental Economics to Measure Social Capital And Predict Financial Decisions," Working Papers 909, Economic Growth Center, Yale University.
  29. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-74, August.
  30. Esther Duflo & Michael Kremer & Pascaline Dupas & Samuel Sinei, 2006. "Education and hiv/aids prevention: Evidence from a randomized evaluation in western kenya," Framed Field Experiments 00143, The Field Experiments Website.
  31. Björkman Nyqvist, Martina & Svensson, Jakob, 2007. "Power to the People: Evidence from a Randomized Field Experiment of a Community-Based Monitoring Project in Uganda," CEPR Discussion Papers 6344, C.E.P.R. Discussion Papers.
  32. Gustavo J. Bobonis & Edward Miguel & Charu Puri-Sharma, 2006. "Anemia and School Participation," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
  33. Nava Ashraf & James Berry & Jesse M. Shapiro, 2010. "Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia," American Economic Review, American Economic Association, vol. 100(5), pages 2383-2413, December.
  34. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, vol. 65(2), pages 261-94, April.
  35. Esther Duflo & Raghabendra Chattopadhyay, 2004. "Women as policy makers: Evidence from a randomized policy experiment in india," Framed Field Experiments 00224, The Field Experiments Website.
  36. Duflo, Esther & Dupas, Pascaline & Kremer, Michael & Sinei, Samuel, 2006. "Education and HIV/AIDS prevention : evidence from a randomized evaluation in Western Kenya," Policy Research Working Paper Series 4024, The World Bank.
  37. Hsieh, Chang-Tai & Urquiola, Miguel, 2006. "The effects of generalized school choice on achievement and stratification: Evidence from Chile's voucher program," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1477-1503, September.
  38. repec:cup:cbooks:9780521029018 is not listed on IDEAS
  39. Joshua Angrist & Eric Bettinger & Michael Kremer, 2006. "Long-Term Educational Consequences of Secondary School Vouchers: Evidence from Administrative Records in Colombia," American Economic Review, American Economic Association, vol. 96(3), pages 847-862, June.
  40. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
  41. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
  42. Jessica Cohen & Pascaline Dupas, 2008. "Free Distribution or Cost-Sharing? Evidence from a Malaria Prevention Experiment," NBER Working Papers 14406, National Bureau of Economic Research, Inc.
  43. Abadie A., 2002. "Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 284-292, March.
  44. Chin, Aimee, 2005. "Can redistributing teachers across schools raise educational attainment? Evidence from Operation Blackboard in India," Journal of Development Economics, Elsevier, vol. 78(2), pages 384-405, December.
  45. Daron Acemoglu & Joshua Angrist, 2001. "How Large are Human-Capital Externalities? Evidence from Compulsory-Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74 National Bureau of Economic Research, Inc.
  46. Angrist, Joshua & Lavy, Victor, 2002. "The Effect of High School Matriculation Awards: Evidence from Randomized Trials," CEPR Discussion Papers 3827, C.E.P.R. Discussion Papers.
  47. Dean Karlan & Jonathan Zinman, 2007. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," Working Papers 956, Economic Growth Center, Yale University.
  48. Esther Duflo & Michael Kremer & Jonathan Robinson, 2008. "How High Are Rates of Return to Fertilizer? Evidence from Field Experiments in Kenya," American Economic Review, American Economic Association, vol. 98(2), pages 482-88, May.
  49. Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
  50. Charles Manski, 2003. "Statistical treatment rules for heterogeneous populations," CeMMAP working papers CWP03/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  51. Heckman, James J & Smith, Jeffrey, 1997. "Making the Most Out of Programme Evaluations and Social Experiments: Accounting for Heterogeneity in Programme Impacts," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 487-535, October.
  52. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
  53. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May.
  54. Manski, Charles F., 2000. "Identification problems and decisions under ambiguity: Empirical analysis of treatment response and normative analysis of treatment choice," Journal of Econometrics, Elsevier, vol. 95(2), pages 415-442, April.
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