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Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development

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Angus S. Deaton

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Abstract

There is currently much debate about the effectiveness of foreign aid and about what kind of projects can engender economic development. There is skepticism about the ability of econometric analysis to resolve these issues, or of development agencies to learn from their own experience. In response, there is movement in development economics towards the use of randomized controlled trials (RCTs) to accumulate credible knowledge of what works, without over-reliance on questionable theory or statistical methods. When RCTs are not possible, this movement advocates quasi-randomization through instrumental variable (IV) techniques or natural experiments. I argue that many of these applications are unlikely to recover quantities that are useful for policy or understanding: two key issues are the misunderstanding of exogeneity, and the handling of heterogeneity. I illustrate from the literature on aid and growth. Actual randomization faces similar problems as quasi-randomization, notwithstanding rhetoric to the contrary. I argue that experiments have no special ability to produce more credible knowledge than other methods, and that actual experiments are frequently subject to practical problems that undermine any claims to statistical or epistemic superiority. I illustrate using prominent experiments in development. As with IV methods, RCT-based evaluation of projects is unlikely to lead to scientific progress in the understanding of economic development. I welcome recent trends in development experimentation away from the evaluation of projects and towards the evaluation of theoretical mechanisms.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14690.

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Date of creation: Jan 2009
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Handle: RePEc:nbr:nberwo:14690

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Find related papers by JEL classification:
C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
C9 - Mathematical and Quantitative Methods - - Design of Experiments
C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
O11 - Economic Development, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
O12 - Economic Development, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
O19 - Economic Development, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations
O22 - Economic Development, Technological Change, and Growth - - Development Planning and Policy - - - Project Analysis

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  1. McKenzie, David, 2009. "Impact assessments in finance and private sector development : what have we learned and what should we learn ?," Policy Research Working Paper Series 4944, The World Bank. [Downloadable!]
  2. Stefanie Behncke, 2009. "How Does Retirement Affect Health?," University of St. Gallen Department of Economics working paper series 2009 2009-13, Department of Economics, University of St. Gallen. [Downloadable!]
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  3. Alan Martina, 2009. "On the Constrained Contribution of Advances in Medical Knowledge to the Economic Growth of Developing Countries," ANUCBE School of Economics Working Papers 2009-504, Australian National University, College of Business and Economics, School of Economics. [Downloadable!]
  4. Subhrendu K Pattanayak, 2009. "Rough Guide to Impact Evaluation of Environmental and Development Programs," Working Papers id:2187, esocialsciences.com. [Downloadable!]
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This page was last updated on 2009-11-21.


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