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Assessing the Case for Social Experiments
Abstract
This paper analyzes the method of social experiments. The assumptions that justify the experimental method are exposited. Parameters of interest in evaluating social programs are discussed. The authors show how experiments sometimes serve as instrumental variables to identify program impacts. The most favorable case for experiments ignores variability across persons in response to treatments received and assumes that mean impacts of a program are the main object of interest in conducting an evaluation. Experiments do not identify the distribution of program gains unless additional assumptions are maintained. Evidence on the validity of the assumptions used to justify social experiments is presented.
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Citations
Cites
Estimating the Effect of Training Programs on Earnings
Ashenfelter, O. (1978) · The Review of Economics and Statistics · doi:10.2307/1924332 · Cited by 1,515
Sources of Identifying Information in Evaluation Models
Angrist, J., & Imbens, G. (1991) · doi:10.3386/t0117 · Cited by 72
Cited by
SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
Caliendo, M., & Kopeinig, S. (2008) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00527.x · Cited by 6,238
Recent Developments in the Econometrics of Program Evaluation
Imbens, G. W., & Wooldridge, J. M. (2009) · Journal of Economic Literature · doi:10.1257/jel.47.1.5 · Cited by 4,926
Does matching overcome lalonde’s critique of nonexperimental estimators?
A. Smith, J., & E. Todd, P. (2005) · Journal of Econometrics · doi:10.1016/j.jeconom.2004.04.011 · Cited by 3,176
Morduch, J. (1999) · Journal of Economic Literature · doi:10.1257/jel.37.4.1569 · Cited by 2,360
Empirical Strategies in Labor Economics
Angrist, J. D., & Krueger, A. B. (1999) · Handbook of Labor Economics · doi:10.1016/s1573-4463(99)03004-7 · Cited by 1,628
Metadata
- Authors
- Heckman, J. J., & Smith, J. A.
- Venue
- Journal of Economic Perspectives
- Publisher
- American Economic Association
- Published
- 1995-05-01
- Volume
- 9
- Issue
- 2
- Pages
- 85-110
- ISSN
- 0895-3309 (ISSN-L)
- OpenAlex
- W1966981305
- Cited by
- 936
- References
- 2
- FWCI
- 18.65
- Type
- journal article
- Language
- en
- Open access
- closed
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- Heckman, J. J., & Smith, J. A. (1995). Assessing the Case for Social Experiments. Journal of Economic Perspectives. https://doi.org/10.1257/jep.9.2.85
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.