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All that glitters is not gold : the political economy of randomized evaluations in development

Author

Listed:
  • Florent Bédécarrats

    (AFD - Agence française de développement)

  • Isabelle Guérin

    () (CESSMA UMRD 245 - Centre d'études en sciences sociales sur les mondes africains, américains et asiatiques - IRD - Institut de Recherche pour le Développement - Inalco - Institut National des Langues et Civilisations Orientales - UPD7 - Université Paris Diderot - Paris 7)

  • François Roubaud

    (LEDa - Laboratoire d'Economie de Dauphine - Université Paris Dauphine-PSL - PSL - Université Paris sciences et lettres)

Abstract

Randomized control trials (RCTs) have a narrow scope, restricted to basic intervention schemes. Experimental designs also display specific biases and political uses when implemented in the real world. Despite these limitations, the method has been advertised as the gold standard to evaluate development policies. This article adopts a political economy approach to explore this paradox. It argues that the success of RCTs is driven mainly by a new scientific business model based on a mix of simplicity and mathematical rigour, media and donor appeal, and academic and financial returns. This in turn meets current interests and preferences in the academic world and the donor community.

Suggested Citation

  • Florent Bédécarrats & Isabelle Guérin & François Roubaud, 2019. "All that glitters is not gold : the political economy of randomized evaluations in development," Post-Print ird-02112849, HAL.
  • Handle: RePEc:hal:journl:ird-02112849
    DOI: 10.1111/dech.12378
    Note: View the original document on HAL open archive server: https://hal.ird.fr/ird-02112849
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    1. ., 2017. "The development of an applied economist," Chapters, in: The Value of Applied Economics, chapter 2, pages 15-32, Edward Elgar Publishing.
    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. John A. List & Robert Metcalfe, 2014. "Field experiments in the developed world: an introduction," Oxford Review of Economic Policy, Oxford University Press, vol. 30(4), pages 585-596.
    4. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    5. Godquin, Marie, 2004. "Microfinance Repayment Performance in Bangladesh: How to Improve the Allocation of Loans by MFIs," World Development, Elsevier, vol. 32(11), pages 1909-1926, November.
    6. Anda David & Mohamed Ali Marouani, 2017. "Migration patterns and labor market outcomes in Tunisia," Working Papers DT/2017/03, DIAL (Développement, Institutions et Mondialisation).
    7. Bobba, Matteo & Frisancho, Veronica, 2016. "Learning about Oneself: The Effects of Performance Feedback on School Choice," IZA Discussion Papers 10360, Institute of Labor Economics (IZA).
    8. Peter Boone & Alex Eble & Diana Elbourne, 2013. "Risk and Evidence of Bias in Randomized Controlled Trials in Economics," CEP Discussion Papers dp1240, Centre for Economic Performance, LSE.
    9. 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.
    10. Florent Bédécarrats & Isabelle Guérin & François Roubaud, 2015. "The gold standard for randomised evaluations: from discussion of method to political economics," Working Papers CEB 15-009, ULB -- Universite Libre de Bruxelles.
    11. Michael Woolcock, 2013. "Using Case Studies to Explore the External Validity of ‘Complex’ Development Interventions," CID Working Papers 270, Center for International Development at Harvard University.
    12. Gonzalez-Vega, Claudio & Meyer, Richard L. & Navajas, Sergio & Schreiner, Mark & Rodriguez-Meza, Jorge & Monje, Guillermo F., 1996. "Microfinance Market Niches And Client Profiles In Bolivia," Economics and Sociology Occasional Papers - ESO Series 28332, Ohio State University, Department of Agricultural, Environmental and Development Economics.
    13. Tanguy Bernard & Jocelyne Delarue & Jean-David Naudet, 2012. "Impact evaluations: a tool for accountability? Lessons from experience at Agence Française de D�veloppement," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 4(2), pages 314-327, June.
    14. Michael Rosholm & Lars Skipper, 2009. "Is labour market training a curse for the unemployed? Evidence from a social experiment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(2), pages 338-365, March.
    15. Paul Shaffer, 2011. "Against Excessive Rhetoric in Impact Assessment: Overstating the Case for Randomised Controlled Experiments," Journal of Development Studies, Taylor & Francis Journals, vol. 47(11), pages 1619-1635.
    16. Easterly, William, 2007. "The White Man's Burden: Why the West's Efforts to Aid the Rest Have Done So Much Ill And So Little Good," OUP Catalogue, Oxford University Press, number 9780199226115.
    17. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    18. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, October.
    19. Rachel Glennerster, 2012. "The Power of Evidence: Improving the Effectiveness of Government by Investing in More Rigorous Evaluation," National Institute Economic Review, National Institute of Economic and Social Research, vol. 219(1), pages 4-14, January.
    20. Lant Pritchett & Salimah Samji & Jeffrey S. Hammer, 2012. "It's All about MeE: Using Structured Experiential Learning ('e') to Crawl the Design Space," WIDER Working Paper Series wp-2012-104, World Institute for Development Economic Research (UNU-WIDER).
    21. Florent Bédécarrats & Isabelle Guérin & François Roubaud, 2015. "The gold standard for randomized evaluations: from discussion of method to political economy," Working Papers DT/2015/01, DIAL (Développement, Institutions et Mondialisation).
    22. Morvant-Roux, Solène & Guérin, Isabelle & Roesch, Marc & Moisseron, Jean-Yves, 2014. "Adding Value to Randomization with Qualitative Analysis: The Case of Microcredit in Rural Morocco," World Development, Elsevier, vol. 56(C), pages 302-312.
    23. Christopher B. Barrett & Michael R. Carter, 2010. "The Power and Pitfalls of Experiments in Development Economics: Some Non-random Reflections," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(4), pages 515-548.
    24. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    25. Martin Ravallion, 2009. "Evaluation in the Practice of Development," World Bank Research Observer, World Bank Group, vol. 24(1), pages 29-53, March.
    26. Labrousse, Agnès, 2010. "Nouvelle économie du développement et essais cliniques randomisés : une mise en perspective d’un outil de preuve et de gouvernement," Revue de la Régulation - Capitalisme, institutions, pouvoirs, Association Recherche et Régulation, vol. 7.
    27. Daron Acemoglu, 2010. "Theory, General Equilibrium, and Political Economy in Development Economics," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 17-32, Summer.
    28. Avitabile, Ciro & Bobba, Matteo & Pariguana, Marco, 2017. "High School Track Choice and Liquidity Constraints: Evidence from Urban Mexico," IZA Discussion Papers 10506, Institute of Labor Economics (IZA).
    29. Giné, Xavier & Karlan, Dean S., 2014. "Group versus individual liability: Short and long term evidence from Philippine microcredit lending groups," Journal of Development Economics, Elsevier, vol. 107(C), pages 65-83.
    30. James Heckman & Jeffrey Smith & Christopher Taber, 1998. "Accounting For Dropouts In Evaluations Of Social Programs," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 1-14, February.
    31. Sharma, Manohar & Zeller, Manfred, 1997. "Repayment performance in group-based credit programs in Bangladesh: An empirical analysis," World Development, Elsevier, vol. 25(10), pages 1731-1742, October.
    32. Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," Working Papers august_25.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    33. 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.
    34. Woolcock, Michael, 2013. "Using Case Studies to Explore the External Validity of 'Complex' Development Interventions," Working Paper Series rwp13-048, Harvard University, John F. Kennedy School of Government.
    35. 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.
    36. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    37. 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.
    38. Glenn W. Harrison, 2011. "Randomisation and Its Discontents," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 20(4), pages 626-652, August.
    39. Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
    40. Lant Pritchett, Justin Sandefur, 2013. "Context Matters for Size: Why External Validity Claims and Development Practice Don't Mix-Working Paper 336," Working Papers 336, Center for Global Development.
    41. Levine, David & Polimeni, Rachel & Ramage, Ian, 2016. "Insuring health or insuring wealth? An experimental evaluation of health insurance in rural Cambodia," Journal of Development Economics, Elsevier, vol. 119(C), pages 1-15.
    42. Lant Pritchett & Justin Sandefur, 2015. "Learning from Experiments When Context Matters," American Economic Review, American Economic Association, vol. 105(5), pages 471-475, May.
    43. Florent Bédécarrats, 2012. "L'impact de la microfinance : un enjeu politique au prisme de ses controverses scientifiques," Mondes en développement, De Boeck Université, vol. 0(2), pages 127-142.
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    More about this item

    Keywords

    Experimental method; Political economy; Development JEL codes: A11; B41; C18; C93; D72; O10; Randomized control trials; methodology; epistemology; Impact evaluation; Randomised control trials;
    All these keywords.

    JEL classification:

    • A11 - General Economics and Teaching - - General Economics - - - Role of Economics; Role of Economists
    • B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C9 - Mathematical and Quantitative Methods - - Design of Experiments

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