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Can Propensity-Score Methods Match the Findings from a Random Assignment Evaluation of Mandatory Welfare-to-Work Programs?

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  1. repec:mpr:mprres:7471 is not listed on IDEAS
  2. 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.
  3. Katz, Lawrence & Duncan, Greg J. & Kling, Jeffrey R. & Kessler, Ronald C. & Ludwig, Jens & Sanbonmatsu, Lisa & Liebman, Jeffrey B., 2008. "What Can We Learn about Neighborhood Effects from the Moving to Opportunity Experiment?," Scholarly Articles 2766959, Harvard University Department of Economics.
  4. Ali, Akhter, 2013. "Farmers’ Willingness to Pay for Index Based Crop Insurance in Pakistan: A Case Study on Food and Cash Crops of Rain-fed Areas," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 26(2).
  5. David J. Harding & Lisa Sanbonmatsu & Greg J. Duncan & Lisa A. Gennetian & Lawrence F. Katz & Ronald C. Kessler & Jeffrey R. Kling & Matthew Sciandra & Jens Ludwig, 2023. "Evaluating Contradictory Experimental and Nonexperimental Estimates of Neighborhood Effects on Economic Outcomes for Adults," Housing Policy Debate, Taylor & Francis Journals, vol. 33(2), pages 453-486, March.
  6. Omid M. Ardakani & N. Kundan Kishor & Suyong Song, 2024. "Does membership of the EMU matter for economic and financial outcomes?," Contemporary Economic Policy, Western Economic Association International, vol. 42(3), pages 416-447, July.
  7. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
  8. 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.
  9. Matilde Machado & Anna Sanz-de-Galdeano, 2015. "Coverage of infertility treatment and fertility outcomes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 6(4), pages 407-439, November.
  10. Ali, Akhter & Hussain, Imtiaz & Rahut, Dil Bahadur & Erenstein, Olaf, 2018. "Laser-land leveling adoption and its impact on water use, crop yields and household income: Empirical evidence from the rice-wheat system of Pakistan Punjab," Food Policy, Elsevier, vol. 77(C), pages 19-32.
  11. 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.
  12. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
  13. Xiaoyu Gao & Anjie Dong, 2020. "Real estate prices, fiscal revenue and economic growth," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(2), pages 1-7.
  14. McLaughlin, Joanne Song, 2017. "Does Communist party membership pay? Estimating the economic returns to party membership in the labor market in China," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 963-983.
  15. Centeno, Luis & Centeno, Mário & Novo, Álvaro A., 2009. "Evaluating job-search programs for old and young individuals: Heterogeneous impact on unemployment duration," Labour Economics, Elsevier, vol. 16(1), pages 12-25, January.
  16. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-10, University of Miami, Department of Economics.
  17. David H. Greenberg & Charles Michalopoulos & Philip K. Robin, 2006. "Do experimental and nonexperimental evaluations give different answers about the effectiveness of government-funded training programs?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 25(3), pages 523-552.
  18. Juan Jose Diaz & Sudhanshu Handa, 2006. "An Assessment of Propensity Score Matching as a Nonexperimental Impact Estimator: Evidence from Mexico’s PROGRESA Program," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
  19. Robert Haveman & Barbara Wolfe, 2012. "Long-Term Effects of Public Low-Income Housing Vouchers: Work, Neighborhood, Family Composition and Childcare Usage," CEPR Discussion Papers 667, Centre for Economic Policy Research, Research School of Economics, Australian National University.
  20. 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.
  21. Zhou, Kuo & Luo, Haotian & Ye, Diyu & Tao, Yunqing, 2022. "The power of anti-corruption in environmental innovation: Evidence from a quasi-natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  22. Amrit Thapa, 2015. "Public and private school performance in Nepal: an analysis using the SLC examination," Education Economics, Taylor & Francis Journals, vol. 23(1), pages 47-62, February.
  23. Haizhong Wang & Hong Yuan & Xiaolin Li & Huaxi Li, 2019. "The impact of psychological identification with home-name stocks on investor behavior: an empirical and experimental investigation," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 1109-1130, November.
  24. 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.
  25. Ali, Akhter & Bahadur Rahut, Dil & Behera, Bhagirath, 2016. "Factors influencing farmers׳ adoption of energy-based water pumps and impacts on crop productivity and household income in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 48-57.
  26. Rahut, Dil Bahadur & Ali, Akhter & Behera, Bhagirath & Aryal, Jeetendra, 2015. "Impact of Irrigation Water Scarcity on Rural Household Food Security, Income and Poverty Levels in Pakistan," 2015 Conference, August 9-14, 2015, Milan, Italy 212696, International Association of Agricultural Economists.
  27. Gonzalo Nunez-Chaim & Henry G. Overman & Capucine Riom, 2024. "Does subsidising business advice improve firm performance? Evidence from a large RCT," CEP Discussion Papers dp1977, Centre for Economic Performance, LSE.
  28. Oh, Sehun & DiNitto, Diana M. & Powers, Daniel A., 2020. "A longitudinal evaluation of government-sponsored job skills training and basic employment services among U.S. baby boomers with economic disadvantages," Evaluation and Program Planning, Elsevier, vol. 82(C).
  29. Hämäläinen, Kari & Uusitalo, Roope & Vuori, Jukka, 2008. "Varying biases in matching estimates: Evidence from two randomised job search training experiments," Labour Economics, Elsevier, vol. 15(4), pages 604-618, August.
  30. Unnikrishnan, Vidhya & Imai, Katsushi S., 2020. "Does the old-age pension scheme improve household welfare? Evidence from India," World Development, Elsevier, vol. 134(C).
  31. Robin Jacob & Marie-Andree Somers & Pei Zhu & Howard Bloom, 2016. "The Validity of the Comparative Interrupted Time Series Design for Evaluating the Effect of School-Level Interventions," Evaluation Review, , vol. 40(3), pages 167-198, June.
  32. Akhter Ali & Awudu Abdulai, 2010. "The Adoption of Genetically Modified Cotton and Poverty Reduction in Pakistan," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(1), pages 175-192, February.
  33. Averett, Susan L. & Smith, Julie K., 2012. "Indebted and Overweight: The Link Between Weight and Household Debt," IZA Discussion Papers 6898, Institute of Labor Economics (IZA).
  34. Daniel Litwok, 2023. "Estimating the Impact of Emergency Assistance on Educational Progress for Low-Income Adults: Experimental and Nonexperimental Evidence," Evaluation Review, , vol. 47(2), pages 231-263, April.
  35. William Bosshardt & Neela Manage, 2011. "Does Calculus Help in Principles of Economics Courses? Estimates Using Matching Estimators," The American Economist, Sage Publications, vol. 56(1), pages 29-37, May.
  36. Ayala, Luis & Rodriguez, Magdalena, 2006. "The latin model of welfare: Do `insertion contracts' reduce long-term dependence?," Labour Economics, Elsevier, vol. 13(6), pages 799-822, December.
  37. Machado, Matilde P. & Sanz-de-Galdeano, Anna, 2011. "Coverage of Infertility Treatment and Fertility Outcomes: Do Women Catch Up?," IZA Discussion Papers 5783, Institute of Labor Economics (IZA).
  38. Ana I. Balsa & Michael T. French, 2010. "Alcohol use and the labor market in Uruguay," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 833-854, July.
  39. Cobb-Clark Deborah A. & Harmon Colm & Staneva Anita, 2021. "The bilingual gap in children's language, emotional, and pro-social development," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-41, January.
  40. Foster, E. Michael & Stephens, Robert & Krivelyova, Anna & Gamfi, Phyllis, 2007. "Can system integration improve mental health outcomes for children and youth?," Children and Youth Services Review, Elsevier, vol. 29(10), pages 1301-1319, October.
  41. Hall, Martin T. & Walton, Matthew T. & Huebner, Ruth A. & Higgins, George E. & Kelmel, Aimee B. & Lorenz, Doug, 2021. "Sobriety treatment and recovery teams for families with co-occurring substance use and child maltreatment: A propensity score-matched evaluation," Children and Youth Services Review, Elsevier, vol. 131(C).
  42. Kebede, Dereje & Emana, Bezabih & Tesfay, Girmay, 2023. "Impact of land acquisition for large-scale agricultural investments on food security status of displaced households: The case of Ethiopia," Land Use Policy, Elsevier, vol. 126(C).
  43. Andrew P. Jaciw, 2016. "Assessing the Accuracy of Generalized Inferences From Comparison Group Studies Using a Within-Study Comparison Approach," Evaluation Review, , vol. 40(3), pages 199-240, June.
  44. Acosta, Pablo, 2006. "Labor supply, school attendance, and remittances from international migration : the case of El Salvador," Policy Research Working Paper Series 3903, The World Bank.
  45. Jason K. Luellen & William R. Shadish & M. H. Clark, 2005. "Propensity Scores," Evaluation Review, , vol. 29(6), pages 530-558, December.
  46. Helena Holmlund & Olmo Silva, 2014. "Targeting Noncognitive Skills to Improve Cognitive Outcomes: Evidence from a Remedial Education Intervention," Journal of Human Capital, University of Chicago Press, vol. 8(2), pages 126-160.
  47. Aradhna Aggarwal, 2010. "Impact evaluation of India's ‘Yeshasvini’ community‐based health insurance programme," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 5-35, September.
  48. 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.
  49. Nianbo Dong & Mark W. Lipsey, 2018. "Can Propensity Score Analysis Approximate Randomized Experiments Using Pretest and Demographic Information in Pre-K Intervention Research?," Evaluation Review, , vol. 42(1), pages 34-70, February.
  50. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Monash Economics Working Papers 29/08, Monash University, Department of Economics.
  51. Janice Tripney & Jorge Hombrados & Mark Newman & Kimberly Hovish & Chris Brown & Katarzyna Steinka‐Fry & Eric Wilkey, 2013. "Technical and Vocational Education and Training (TVET) Interventions to Improve the Employability and Employment of Young People in Low‐ and Middle‐Income Countries: A Systematic Review," Campbell Systematic Reviews, John Wiley & Sons, vol. 9(1), pages 1-171.
  52. Kevin Hollenbeck, 2008. "Sensitivity Testing of Net Impact Estimates of Workforce Development Programs Using Administrative Data," Upjohn Working Papers 08-139, W.E. Upjohn Institute for Employment Research.
  53. 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.
  54. 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.
  55. Ana I. Balsa & Michael T. French, 2011. "The Impact of Parental Drinking on Children’s Use of Health Care," Documentos de Trabajo/Working Papers 1101, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
  56. D. Mark Anderson, 2013. "The Impact Of Hiv Education On Behavior Among Youths: A Propensity Score Matching Approach," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 503-527, July.
  57. Jared Coopersmith & Thomas D. Cook & Jelena Zurovac & Duncan Chaplin & Lauren V. Forrow, 2022. "Internal And External Validity Of The Comparative Interrupted Time‐Series Design: A Meta‐Analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 252-277, January.
  58. Daniel Litwok, 2020. "Using Nonexperimental Methods to Address Noncompliance," Upjohn Working Papers 20-324, W.E. Upjohn Institute for Employment Research.
  59. Morando, Greta, 2014. "Partner ethnicity and ethnic minority socio- economic occupation: evidence from the UK," ISER Working Paper Series 2014-29, Institute for Social and Economic Research.
  60. Islam, Abu Hayat, 2015. "Can Integrated Rice-Fish System Increase Welfare of the Marginalized Extreme Poor in Bangladesh? A DID Matching Approach," 2015 Conference, August 9-14, 2015, Milan, Italy 211792, International Association of Agricultural Economists.
  61. Guo, Shenyang & Barth, Richard P. & Gibbons, Claire, 2006. "Propensity score matching strategies for evaluating substance abuse services for child welfare clients," Children and Youth Services Review, Elsevier, vol. 28(4), pages 357-383, April.
  62. 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.
  63. Dil Bahadur Rahut & Khondoker Abdul Mottaleb & Akhter Ali, 2018. "Rural Livelihood Diversification Strategies and Household Welfare in Bhutan," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(4), pages 718-748, September.
  64. David Wittenburg & David R. Mann & David C. Stapleton, "undated". "Work Incentive Simplification Pilot (WISP): Recommendations of the Technical Advisory Panel Regarding the Evaluation Design," Mathematica Policy Research Reports 9764c47724f64b8c85f0b9a58, Mathematica Policy Research.
  65. Carlson, Deven & Haveman, Robert & Kaplan, Tom & Wolfe, Barbara, 2012. "Long-term earnings and employment effects of housing voucher receipt," Journal of Urban Economics, Elsevier, vol. 71(1), pages 128-150.
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