Evaluation of development programs : randomized controlled trials or regressions ?
Can project evaluation methods be used to evaluate programs: complex interventions involving multiple activities? A program evaluation cannot be based simply on separate evaluations of its components if interactions between the activities are important. In this paper a measure is proposed, the total program effect (TPE), which is an extension of the average treatment effect on the treated (ATET). It explicitly takes into account that in the real world (with heterogeneous treatment effects) individual treatment effects and program assignment are often correlated. The TPE can also deal with the common situation in which such a correlation is the result of decisions on (intended) program participation not being taken centrally. In this context RCTs are less suitable even for the simplest interventions. The TPE can be estimated by applying regression techniques to observational data from a representative sample from the targeted population. The approach is illustrated with an evaluation of a health insurance program in Vietnam.
|Date of creation:||01 Sep 2013|
|Contact details of provider:|| Postal: 1818 H Street, N.W., Washington, DC 20433|
Phone: (202) 477-1234
Web page: http://www.worldbank.org/
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Angus Deaton, 2010.
"Instruments, Randomization, and Learning about Development,"
Journal of Economic Literature,
American Economic Association, vol. 48(2), pages 424-455, June.
- Angus Deaton, 2010. "Instruments, randomization, and learning about development," Working Papers 1224, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
- Alain de Janvry & Frederico Finan & Elisabeth Sadoulet, 2012. "Local Electoral Incentives and Decentralized Program Performance," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 672-685, August.
- Alain de Janvry & Frederico Finan & Elisabeth Sadoulet, 2010. "Local Electoral Incentives and Decentralized Program Performance," NBER Working Papers 16635, National Bureau of Economic Research, Inc.
- de Janvry, Alain & Finan, Frederico S. & Sadoulet, Elisabeth, 2010. "Local Electoral Incentives and Decentralized Program Performance," IZA Discussion Papers 5382, Institute for the Study of Labor (IZA).
- White, Howard, 2006. "Impact evaluation: the experience of the Independent Evaluation Group of the World Bank," MPRA Paper 1111, University Library of Munich, Germany.
- Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
- Elbers, Chris & Gunning, Jan Willem & de Hoop, Kobus, 2009. "Assessing Sector-wide Programs with Statistical Impact Evaluation: A Methodological Proposal," World Development, Elsevier, vol. 37(2), pages 513-520, February.
- repec:pri:rpdevs:deaton_instruments_randomization_learning_all_04april_2010 is not listed on IDEAS
- Shahidur R. Khandker & Zaid Bakht & Gayatri B. Koolwal, 2009. "The Poverty Impact of Rural Roads: Evidence from Bangladesh," Economic Development and Cultural Change, University of Chicago Press, vol. 57(4), pages 685-722, 07.
- Khandker, Shahidur R. & Bakht, Zaid & Koolwal, Gayatri B., 2006. "The poverty impact of rural roads : evidencefrom Bangladesh," Policy Research Working Paper Series 3875, The World Bank.
- Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- 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.
- Martin Ravallion, 2009. "Evaluation in the Practice of Development," World Bank Research Observer, World Bank Group, vol. 24(1), pages 29-53, March.
- Ravallion, Martin, 2008. "Evaluation in the practice of development," Policy Research Working Paper Series 4547, The World Bank.
- Almeida, Rita K. & Galasso, Emanuela, 2010. "Jump-starting Self-employment? Evidence for Welfare Participants in Argentina," World Development, Elsevier, vol. 38(5), pages 742-755, May.
- Jishnu Das & Stefan Dercon & James Habyarimana & Pramila Krishnan, 2007. "Teacher Shocks and Student Learning: Evidence from Zambia," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
- Jishnu Das & Stefan Dercon & James Habyarimana & Pramila Krishnan, 2004. "Teacher Shocks and Student Learning: Evidence from Zambia," CSAE Working Paper Series 2004-26, Centre for the Study of African Economies, University of Oxford.
- Das, J. & Dercon, S. & Habyarimana, J. & Krishnan, P., 2004. "Teacher Shocks and Student Learning: Evidence from Zambia," Cambridge Working Papers in Economics 0514, Faculty of Economics, University of Cambridge.
- Das, Jishnu & Dercon, Stefan & Habyarimana, James & Krishnan, Pramila, 2005. "Teacher shocks and student learning : evidence from Zambia," Policy Research Working Paper Series 3602, The World Bank.
- Abhijit V. Banerjee & Esther Duflo, 2009. "The Experimental Approach to Development Economics," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 151-178, 05.
- Abhijit V. Banerjee & Esther Duflo, 2008. "The Experimental Approach to Development Economics," NBER Working Papers 14467, National Bureau of Economic Research, Inc.
- Banerjee, Abhijit & Duflo, Esther, 2008. "The Experimental Approach to Development Economics," CEPR Discussion Papers 7037, C.E.P.R. Discussion Papers.
- 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.
- James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462. Full references (including those not matched with items on IDEAS)