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Adam Sales; Sooyong Lee; Tiffany Whittaker; Hyeon-Ah Kang – Society for Research on Educational Effectiveness, 2023
Background: The data revolution in education has led to more data collection, more randomized controlled trials (RCTs), and more data collection within RCTs. Often following IES recommendations, researchers studying program effectiveness gather data on how the intervention was implemented. Educational implementation data can be complex, including…
Descriptors: Program Implementation, Data Collection, Randomized Controlled Trials, Program Effectiveness
Grund, Simon; Lüdtke, Oliver; Robitzsch, Alexander – Journal of Educational and Behavioral Statistics, 2023
Multiple imputation (MI) is a popular method for handling missing data. In education research, it can be challenging to use MI because the data often have a clustered structure that need to be accommodated during MI. Although much research has considered applications of MI in hierarchical data, little is known about its use in cross-classified…
Descriptors: Educational Research, Data Analysis, Error of Measurement, Computation
De La Hoz, Enrique; Zuluaga, Rohemi; Mendoza, Adel – Journal on Efficiency and Responsibility in Education and Science, 2021
This research uses a three-phase method to evaluate and forecast the academic efficiency of engineering programs. In the first phase, university profiles are created through cluster analysis. In the second phase, the academic efficiency of these profiles is evaluated through Data Envelopment Analysis. Finally, a machine learning model is trained…
Descriptors: Program Effectiveness, Program Evaluation, Engineering Education, Multivariate Analysis
McNeish, Daniel; Peña, Armando; Vander Wyst, Kiley B.; Ayers, Stephanie L.; Olson, Micha L.; Shaibi, Gabriel Q. – Prevention Science, 2023
Growth mixture models (GMMs) are applied to intervention studies with repeated measures to explore heterogeneity in the intervention effect. However, traditional GMMs are known to be difficult to estimate, especially at sample sizes common in single-center interventions. Common strategies to coerce GMMs to converge involve post hoc adjustments to…
Descriptors: Prevention, Intervention, Growth Models, Program Effectiveness
Heather C. Hill; Anna Erickson – Annenberg Institute for School Reform at Brown University, 2021
Poor program implementation constitutes one explanation for null results in trials of educational interventions. For this reason, researchers often collect data about implementation fidelity when conducting such trials. In this article, we document whether and how researchers report and measure program fidelity in recent cluster-randomized trials.…
Descriptors: Fidelity, Program Effectiveness, Multivariate Analysis, Randomized Controlled Trials
McNeish, Daniel; Peña, Armando; Vander Wyst, Kiley B.; Ayers, Stephanie L.; Olson, Micha L.; Shaibi, Gabriel Q. – Grantee Submission, 2021
Growth mixture models (GMMs) are applied to intervention studies with repeated measures to explore heterogeneity in the intervention effect. However, traditional GMMs are known to be difficult to estimate, especially at sample sizes common in single-center interventions. Common strategies to coerce GMMs to converge involve post-hoc adjustments to…
Descriptors: Prevention, Intervention, Growth Models, Program Effectiveness
Uwimpuhwe, Germaine; Singh, Akansha; Higgins, Steve; Coux, Mickael; Xiao, ZhiMin; Shkedy, Ziv; Kasim, Adetayo – Journal of Experimental Education, 2022
Educational stakeholders are keen to know the magnitude and importance of different interventions. However, the way evidence is communicated to support understanding of the effectiveness of an intervention is controversial. Typically studies in education have used the standardised mean difference as a measure of the impact of interventions. This…
Descriptors: Program Effectiveness, Intervention, Multivariate Analysis, Bayesian Statistics
Kirk J. Hutchinson – ProQuest LLC, 2018
This study examined one school district's attempt to accelerate the academic learning of a population of incoming kindergarten students through the students' participation in a pilot summer incoming-kindergarten intervention program known as Summer Learning Academies (SLA). The analyses examined the end-of-year (EOY) reading and mathematics…
Descriptors: Kindergarten, Summer Programs, Transitional Programs, Program Effectiveness
Mangan, John; Trendle, Bernard – Education Economics, 2019
Traineeships have been shown to be successful in generating improved labour market outcomes and are often recommended as a policy option for disadvantaged youth. Regretfully data indicate that one such target group, Indigenous Australians, continues to have lower traineeship completion rates than the non-Indigenous. To address this issue, a…
Descriptors: Foreign Countries, Mentors, Indigenous Populations, Labor Market
Pelco, Lynn E.; Ball, Christopher T. – Journal of Higher Education Outreach and Engagement, 2018
Marcia's (1966) identity status paradigm served as the theoretical framework to study the impact of service-learning on clarifying future plans for emerging adults with varying identity statuses. The study participants were 195 undergraduates at a large urban public university in the southeastern United States. The Dimensions of Identity…
Descriptors: Service Learning, Undergraduate Students, Student Surveys, Program Effectiveness
Bright, Charlotte Lyn; Farrell, Jill; Winters, Andrew M.; Betsinger, Sara; Lee, Bethany R. – Research on Social Work Practice, 2018
Purpose: Responding to social work's grand challenge of smart decarceration, this study investigated whether Family Centered Treatment (FCT), a home-based service for juvenile court-involved youth, is more effective than group care (GC) in reducing recidivism. Outcomes are juvenile readjudication and commitment to placement, and adult conviction…
Descriptors: Family Programs, Juvenile Justice, Recidivism, Intervention
Knowlden, Adam P.; Conrad, Eric – Health Education & Behavior, 2018
Background: Childhood overweight and obesity is a public health epidemic with far-reaching medical, economic, and quality of life consequences. Brief, web-based interventions have received increased attention for their potential to combat childhood obesity. The purpose of our study was to evaluate a web-based, maternal-facilitated childhood…
Descriptors: Prevention, Obesity, Mothers, Parent Education
Bernard, Paquito; Carayol, Marion; Gourlan, Mathieu; Boiché, Julie; Romain, Ahmed Jérôme; Bortolon, Catherine; Lareyre, Olivier; Ninot, Gregory – Health Education & Behavior, 2017
A meta-analysis of randomized controlled trials (RCTs) has recently showed that theory-based interventions designed to promote physical activity (PA) significantly increased PA behavior. The objective of the present study was to investigate the moderators of the efficacy of these theory-based interventions. Seventy-seven RCTs evaluating…
Descriptors: Intervention, Physical Activity Level, Randomized Controlled Trials, Meta Analysis
Stimpson, Matthew T.; Janosik, Steven M. – Journal of College Student Development, 2015
In this study, 7 items were used to define a composite variable that measures the perceived effectiveness of student conduct systems. Multivariate Analysis of Variance (MANOVA) was used to test the relationship between perceived level of system effectiveness and self-reported student learning. In the analyses, 49% of the variance in reported…
Descriptors: Student Behavior, Academic Achievement, Correlation, Multivariate Analysis
Lloyd, Griselda M. – ProQuest LLC, 2017
Junior enlisted Marines are getting married at a faster rate than their civilian counterparts and nearly twice that of senior personnel (Gomulka, 2010; Cohen, Passel, Wang, & Livingston, 2011). With the high rate of marriage, these same junior Marines have a disproportionately high divorce rate. While the high rate of divorce is a significant…
Descriptors: Armed Forces, Program Evaluation, Marriage, Divorce