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Direct linkMilica Miocevic; Fayette Klaassen; Mariola Moeyaert; Gemma G. M. Geuke – Journal of Experimental Education, 2025
Mediation analysis in Single Case Experimental Designs (SCEDs) evaluates intervention mechanisms for individuals. Despite recent methodological developments, no clear guidelines exist for maximizing power to detect the indirect effect in SCEDs. This study compares frequentist and Bayesian methods, determining (1) minimum required sample size to…
Descriptors: Research Design, Mediation Theory, Statistical Analysis, Simulation
Peter Z. Schochet – Journal of Educational and Behavioral Statistics, 2025
Random encouragement designs evaluate treatments that aim to increase participation in a program or activity. These randomized controlled trials (RCTs) can also assess the mediated effects of participation itself on longer term outcomes using a complier average causal effect (CACE) estimation framework. This article considers power analysis…
Descriptors: Statistical Analysis, Computation, Causal Models, Research Design
Wei Li; Yanli Xie; Dung Pham; Nianbo Dong; Jessaca Spybrook; Benjamin Kelcey – Asia Pacific Education Review, 2024
Cluster randomized trials (CRTs) are commonly used to evaluate the causal effects of educational interventions, where the entire clusters (e.g., schools) are randomly assigned to treatment or control conditions. This study introduces statistical methods for designing and analyzing two-level (e.g., students nested within schools) and three-level…
Descriptors: Research Design, Multivariate Analysis, Randomized Controlled Trials, Hierarchical Linear Modeling
Peter Schochet – Society for Research on Educational Effectiveness, 2024
Random encouragement designs are randomized controlled trials (RCTs) that test interventions aimed at increasing participation in a program or activity whose take up is not universal. In these RCTs, instead of randomizing individuals or clusters directly into treatment and control groups to participate in a program or activity, the randomization…
Descriptors: Statistical Analysis, Computation, Causal Models, Research Design
Li, Wei; Konstantopoulos, Spyros – Educational and Psychological Measurement, 2023
Cluster randomized control trials often incorporate a longitudinal component where, for example, students are followed over time and student outcomes are measured repeatedly. Besides examining how intervention effects induce changes in outcomes, researchers are sometimes also interested in exploring whether intervention effects on outcomes are…
Descriptors: Statistical Analysis, Randomized Controlled Trials, Longitudinal Studies, Hierarchical Linear Modeling
Erford, Bradley T.; Chang, Catherine Y.; Crockett, Stephanie A.; Byrd, Rebekah; Johnsen, Sarah T.; MacInerney, Erin K.; Menzies, Alyson; Milowsky, Andrew I.; Saks, Jordana; Wills, LeAnn; Zhang, Xi; Alder, Candice; Anderson, Billie; Barstack, Samantha; Bradford, Emily; Choi, Jennifer; Cummings, Jenna A.; Fuller, Alexandra; Gayowsky, Jennifer; Gonsalves, Gala; Haffner, Alyson M.; Hinkle, Daniel G.; Johnsen, K. Britt; Johnson, Arden; Katrak, Karishma K.; Kepley, Leah; Kwag, Daun; Mehlhouse, Kaitlyn; Melanson, Marcella; Miller, Madison K.; Muller, Lauren A.; Olson, Emily S.; Pesavento, Alyssa R.; Rippeto, Margaret; Stewart, Elizabeth; Siegler, Emily; Stafford, Carly; Clair, Anne M. St.; Sylvester, Anne-Marie; Villette, Lexa; Watson, Kristin; Wary, Samantha; West, Caroline; Williams, Dorrie; Yu, Candice – Measurement and Evaluation in Counseling and Development, 2023
Articles published in 22 counseling journals from 2010-2019 were compared on 26 author and article characteristics. Women now constitute majorities of authorship and counseling journals are publishing larger proportions of research articles, 63% of which used quantitative approaches and about 11% of which studied counseling interventions.
Descriptors: Scholarship, Journal Articles, Periodicals, Authors
Patterson, Charity G.; Leland, Natalie E.; Mormer, Elaine; Palmer, Catherine V. – Journal of Speech, Language, and Hearing Research, 2022
Purpose: Individual-randomized trials are the gold standard for testing the efficacy and effectiveness of drugs, devices, and behavioral interventions. Health care delivery, educational, and programmatic interventions are often complex, involving multiple levels of change and measurement precluding individual randomization for testing.…
Descriptors: Speech Language Pathology, Randomized Controlled Trials, Intervention, Speech Therapy
Tlili, Ahmed; Garzón, Juan; Salha, Soheil; Huang, Ronghuai; Xu, Lin; Burgos, Daniel; Denden, Mouna; Farrell, Orna; Farrow, Robert; Bozkurt, Aras; Amiel, Tel; McGreal, Rory; López-Serrano, Aída; Wiley, David – International Journal of Educational Technology in Higher Education, 2023
While several studies have investigated the various effects of open educational resources (OER) and open educational practices (OEP), few have focused on its connection to learning achievement. The related scientific literature is divided about the effects of OER and OEP with regards to their contribution to learning achievement. To address this…
Descriptors: Open Educational Resources, Open Education, Academic Achievement, Meta Analysis
Deke, John; Wei, Thomas; Kautz, Tim – Journal of Research on Educational Effectiveness, 2021
Evaluators of education interventions are increasingly designing studies to detect impacts much smaller than the 0.20 standard deviations that Cohen characterized as "small." While the need to detect smaller impacts is based on compelling arguments that such impacts are substantively meaningful, the drive to detect smaller impacts may…
Descriptors: Intervention, Program Evaluation, Sample Size, Randomized Controlled Trials
Finch, W. Holmes; Finch, Maria Hernández – Journal of Experimental Education, 2018
Single subject (SS) designs are popular in educational and psychological research. There exist several statistical techniques designed to analyze such data and to address the question of whether an intervention has the desired impact. Recently, researchers have suggested that generalized additive models (GAMs) might be useful for modeling…
Descriptors: Educational Research, Longitudinal Studies, Simulation, Models
Chen, Li-Ting; Andrade, Alejandro; Hanauer, Matthew James – AERA Online Paper Repository, 2017
Single-case design is a repeated-measures research approach for the study of the effect of an intervention, and its importance is increasingly being recognized in education and psychology. We propose a Bayesian approach for estimating intervention effects in SCD. A Bayesian inference does not rely on large sample theories and thus is particularly…
Descriptors: Bayesian Statistics, Research Design, Case Studies, Intervention
Download full textDeke, John; Wei, Thomas; Kautz, Tim – Society for Research on Educational Effectiveness, 2018
Evaluators of education interventions increasingly need to design studies to detect impacts much smaller than the 0.20 standard deviations that Cohen (1988) characterized as "small." For example, an evaluation of Response to Intervention from the Institute of Education Sciences (IES) detected impacts ranging from 0.13 to 0.17 standard…
Descriptors: Intervention, Program Evaluation, Sample Size, Randomized Controlled Trials
Zheng, Lanqin; Bhagat, Kaushal Kumar; Zhen, Yuanyi; Zhang, Xuan – Educational Technology & Society, 2020
The purpose of this study was to examine the overall effectiveness of the flipped classroom on students' learning achievement and motivation. Data were collected from three databases, which include Web of Science, Scopus, and Eric. The present meta-analysis synthesized the findings of 95 studies with 15,386 participants published from 2013 to…
Descriptors: Outcomes of Education, Blended Learning, Academic Achievement, Learning Motivation
Yoon, Seokwon; Moon, Sung Seek; Pitner, Ronald – Research on Social Work Practice, 2018
Purpose: The purpose of this study was to identify effective treatment to manage the depression of older residents. Methods: Using Klein and Bloom's criteria, we analyzed the number of subjects, designs and methodologies, residential types, intervention types and duration of treatment, standardized measures, and findings. Data searches were…
Descriptors: Depression (Psychology), Health Services, Therapy, Older Adults
What Works Clearinghouse, 2018
Underlying all What Works Clearinghouse (WWC) products are WWC Study Review Guides, which are intended for use by WWC certified reviewers to assess studies against the WWC evidence standards. As part of an ongoing effort to increase transparency, promote collaboration, and encourage widespread use of the WWC standards, the Institute of Education…
Descriptors: Guides, Research Design, Research Methodology, Program Evaluation
