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Evaluating Program Evaluations: New Evidence on Commonly Used Nonexperimental Methods

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  1. Fitzenberger, Bernd & Prey, Hedwig, 1996. "Training in East Germany: An evaluation of the effects on employment and wages," Discussion Papers 36, University of Konstanz, Center for International Labor Economics (CILE).
  2. Astrid Grasdal, 2001. "The performance of sample selection estimators to control for attrition bias," Health Economics, John Wiley & Sons, Ltd., vol. 10(5), pages 385-398, July.
  3. Kim, Jong Min & Jun, Mina & Kim, Chung K., 2018. "The Effects of Culture on Consumers' Consumption and Generation of Online Reviews," Journal of Interactive Marketing, Elsevier, vol. 43(C), pages 134-150.
  4. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
  5. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
  6. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
  7. Hervé Cardot & Antonio Musolesi, 2017. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0317, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Aug 2017.
  8. Vivian C. Wong & Peter M. Steiner, 2018. "Designs of Empirical Evaluations of Nonexperimental Methods in Field Settings," Evaluation Review, , vol. 42(2), pages 176-213, April.
  9. Eshetu, T. & Ketema, Mengistu & Ketema, B., 2013. "Economic Impact of Support Service Program on Micro and Small Enterprises: The Case of Dire Dawa Administration, Ethiopia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 5(1), pages 1-9, March.
  10. Hervé Cardot & Antonio Musolesi, 2019. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0219, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jan 2019.
  11. J. Michael Oakes & Henry A. Feldman, 2001. "Statistical Power for Nonequivalent Pretest-Posttest Designs," Evaluation Review, , vol. 25(1), pages 3-28, February.
  12. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  13. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
  14. de Crombrugghe, D.P.I. & Espinoza, H. & Heijke, J.A.M., 2010. "Job-training programmes with low completion rates: the case of Projoven-Peru," ROA Research Memorandum 004, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  15. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
  16. Priya Nanda, 1999. "Women's participation in rural credit programmes in Bangladesh and their demand for formal health care: is there a positive impact?1," Health Economics, John Wiley & Sons, Ltd., vol. 8(5), pages 415-428, August.
  17. Carlos A. Flores & Oscar A. Mitnik, 2013. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1691-1707, December.
  18. Valdivia, Martín, 2009. "Contracting the Road to Development: Early Impacts of a Rural Roads Program," Research Department working papers 203, CAF Development Bank Of Latinamerica.
  19. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
  20. Antonio Trujillo & Jorge Portillo & John Vernon, 2005. "The Impact of Subsidized Health Insurance for the Poor: Evaluating the Colombian Experience Using Propensity Score Matching," International Journal of Health Economics and Management, Springer, vol. 5(3), pages 211-239, September.
  21. Paxson, Christina*Schady, Norbert, 1999. "Do school facilities matter? : the case of the Peruvian Social Fund (FONCODES)," Policy Research Working Paper Series 2229, The World Bank.
  22. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
  23. Daniel Friedlander & Philip K. Robins, 1997. "The Distributional Impacts of Social Programs," Evaluation Review, , vol. 21(5), pages 531-553, October.
  24. Daido Kido, 2022. "Distributionally Robust Policy Learning with Wasserstein Distance," Papers 2205.04637, arXiv.org, revised Aug 2022.
  25. Sudhanshu Handa & John A. Maluccio, 2010. "Matching the Gold Standard: Comparing Experimental and Nonexperimental Evaluation Techniques for a Geographically Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(3), pages 415-447, April.
  26. Richard P. Nathan, 2008. "The role of random assignment in social policy research," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(2), pages 401-415.
  27. Vivian C. Wong & Peter M. Steiner & Kylie L. Anglin, 2018. "What Can Be Learned From Empirical Evaluations of Nonexperimental Methods?," Evaluation Review, , vol. 42(2), pages 147-175, April.
  28. Jorgen Hansen & Xingfei Liu, 2015. "Estimating labour supply responses and welfare participation: Using a natural experiment to validate a structural labour supply model," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(5), pages 1831-1854, December.
  29. Hervé Cardot & Antonio Musolesi, 2018. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0718, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Mar 2018.
  30. World Bank, 2001. "Brazil : Eradicating Child Labor in Brazil," World Bank Publications - Reports 15465, The World Bank Group.
  31. Fortson, Kenneth & Gleason, Philip & Kopa, Emma & Verbitsky-Savitz, Natalya, 2015. "Horseshoes, hand grenades, and treatment effects? Reassessing whether nonexperimental estimators are biased," Economics of Education Review, Elsevier, vol. 44(C), pages 100-113.
  32. Arpino, Bruno & Mealli, Fabrizia, 2011. "The specification of the propensity score in multilevel observational studies," Computational Statistics & Data Analysis, Elsevier, vol. 55(4), pages 1770-1780, April.
  33. Raymond STRUYK & Kirill CHAGIN, 2006. "Estimating the impact of job-search assistance: Assessment of a Russian programme targeting very low-income families," International Labour Review, International Labour Organization, vol. 145(3), pages 221-239, September.
  34. Robert J. LaLonde, 2003. "Employment and Training Programs," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 517-586, National Bureau of Economic Research, Inc.
  35. Soonchul Hyun & Jong Min Kim & Jeongsoo Han & Mark Anderson, 2022. "Female executive leadership and corporate social responsibility," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3475-3511, September.
  36. Milu Muyanga & John Olwande & Esther Mueni & Stella Wambugu, 2010. "Free Primary Education in Kenya: An Impact Evaluation Using Propensity Score Methods," Working Papers PMMA 2010-08, PEP-PMMA.
  37. Peter M. Steiner & Vivian C. Wong, 2018. "Assessing Correspondence Between Experimental and Nonexperimental Estimates in Within-Study Comparisons," Evaluation Review, , vol. 42(2), pages 214-247, April.
  38. Michael J. Camasso, 2004. "Isolating the Family Cap Effect on Fertility Behavior: Evidence From New Jersey's Family Development Program Experiment," Contemporary Economic Policy, Western Economic Association International, vol. 22(4), pages 453-467, October.
  39. Kenneth Fortson & Philip Gleason & Emma Kopa & Natalya Verbitsky-Savitz, "undated". "Horseshoes, Hand Grenades, and Treatment Effects? Reassessing Bias in Nonexperimental Estimators," Mathematica Policy Research Reports 1c24988cd5454dd3be51fbc2c, Mathematica Policy Research.
  40. Travis St.Clair & Kelly Hallberg & Thomas D. Cook, 2016. "The Validity and Precision of the Comparative Interrupted Time-Series Design," Journal of Educational and Behavioral Statistics, , vol. 41(3), pages 269-299, June.
  41. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
  42. Koyachew Enkuahone Kassie & Bamlaku Alamirew Alemu, 2021. "Does irrigation improve household’s food security? The case of Koga irrigation development project in northern Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(2), pages 291-307, April.
  43. Thomas D. Cook, 2003. "Why have Educational Evaluators Chosen Not to Do Randomized Experiments?," The ANNALS of the American Academy of Political and Social Science, , vol. 589(1), pages 114-149, September.
  44. Hervé Cardot & Antonio Musolesi, 2020. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: The case of local development policies in France," Post-Print hal-02394810, HAL.
  45. Radha Iyengar, 2010. "Does Arrest Deter Violence? Comparing Experimental and Nonexperimental Evidence on Mandatory Arrest Laws," NBER Chapters, in: The Economics of Crime: Lessons For and From Latin America, pages 421-452, National Bureau of Economic Research, Inc.
  46. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
  47. Elizabeth Ty Wilde & Robinson Hollister, 2007. "How close is close enough? Evaluating propensity score matching using data from a class size reduction experiment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 26(3), pages 455-477.
  48. Marco D. Huesch & Truls Østbye & Michael K. Ong, 2012. "Measuring The Effect Of Policy Interventions At The Population Level: Some Methodological Concerns," Health Economics, John Wiley & Sons, Ltd., vol. 21(10), pages 1234-1249, October.
  49. Paul Fenton Villar & Hugh Waddington, 2019. "Within study comparisons and risk of bias in international development: Systematic review and critical appraisal," Campbell Systematic Reviews, John Wiley & Sons, vol. 15(1-2), June.
  50. Deborah A. Cobb‐Clark & Thomas Crossley, 2003. "Econometrics for Evaluations: An Introduction to Recent Developments," The Economic Record, The Economic Society of Australia, vol. 79(247), pages 491-511, December.
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