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Benjamin Lu; Eli Ben-Michael; Avi Feller; Luke Miratrix – Journal of Educational and Behavioral Statistics, 2023
In multisite trials, learning about treatment effect variation across sites is critical for understanding where and for whom a program works. Unadjusted comparisons, however, capture "compositional" differences in the distributions of unit-level features as well as "contextual" differences in site-level features, including…
Descriptors: Statistical Analysis, Statistical Distributions, Program Implementation, Comparative Analysis
Benjamin Lu; Eli Ben-Michael; Avi Feller; Luke Miratrix – Grantee Submission, 2022
In multisite trials, learning about treatment effect variation across sites is critical for understanding where and for whom a program works. Unadjusted comparisons, however, capture "compositional" differences in the distributions of unit-level features as well as "contextual" differences in site-level features, including…
Descriptors: Statistical Analysis, Statistical Distributions, Program Implementation, Comparative Analysis
Ross, Stephen L.; Brunner, Eric; Rosen, Rachel – Grantee Submission, 2020
This paper considers recent efforts to conduct experimental and quasi-experimental evaluations of career and technical education programs. It focuses on understanding the counterfactual, or control population, for these program evaluations, discussing how the educational experiences of the control population might vary from those of the treated…
Descriptors: Vocational Education, Program Evaluation, Educational Experience, Regression (Statistics)
Loyalka, Prashant; Li, Guirong; Yi, Hongmei; Johnson, Natalie; Shi, Henry – Society for Research on Educational Effectiveness, 2016
As demand for skilled labor increases, policymakers in an increasing number of developing countries have turned toward vocational education and training (VET) to educate and prepare students. The United Nations Educational, Scientific and Cultural Organization (UNESCO) published a 2012 report "acknowledging the need for [VET] to contribute to…
Descriptors: Foreign Countries, Randomized Controlled Trials, Accountability, Quality Assurance
Miller, Cynthia; Millenky, Megan; Schwartz, Lisa; Goble, Lisbeth; Stein, Jillian – MDRC, 2016
Young people have been hit especially hard by changes in the labor market over the past decades. Unemployment among 16- to 24-year-olds increased the most of any age group during the recent recession, and remains more than double that among older adults. The unemployment rate is especially high for young people without high school diplomas.…
Descriptors: Labor Market, Unemployment, Youth Programs, Vocational Education