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Domínguez Islas, Clara; Rice, Kenneth M. – Research Synthesis Methods, 2022
Bayesian methods seem a natural choice for combining sources of evidence in meta-analyses. However, in practice, their sensitivity to the choice of prior distribution is much less attractive, particularly for parameters describing heterogeneity. A recent non-Bayesian approach to fixed-effects meta-analysis provides novel ways to think about…
Descriptors: Bayesian Statistics, Evidence, Meta Analysis, Statistical Inference
A Bayesian Analysis of a Cognitive-Behavioral Therapy Intervention for High-Risk People on Probation
SeungHoon Han; Jordan M. Hyatt; Geoffrey C. Barnes; Lawrence W. Sherman – Evaluation Review, 2024
This analysis employs a Bayesian framework to estimate the impact of a Cognitive-Behavioral Therapy (CBT) intervention on the recidivism of high-risk people under community supervision. The study relies on the reanalysis of experimental datal using a Bayesian logistic regression model. In doing so, new estimates of programmatic impact were…
Descriptors: Behavior Modification, Cognitive Restructuring, Criminals, Recidivism
Edoardo G. Ostinelli; Orestis Efthimiou; Yan Luo; Clara Miguel; Eirini Karyotaki; Pim Cuijpers; Toshi A. Furukawa; Georgia Salanti; Andrea Cipriani – Research Synthesis Methods, 2024
When studies use different scales to measure continuous outcomes, standardised mean differences (SMD) are required to meta-analyse the data. However, outcomes are often reported as endpoint or change from baseline scores. Combining corresponding SMDs can be problematic and available guidance advises against this practice. We aimed to examine the…
Descriptors: Network Analysis, Meta Analysis, Depression (Psychology), Regression (Statistics)
Hartwig, Fernando P.; Davey Smith, George; Schmidt, Amand F.; Sterne, Jonathan A. C.; Higgins, Julian P. T.; Bowden, Jack – Research Synthesis Methods, 2020
Meta-analyses based on systematic literature reviews are commonly used to obtain a quantitative summary of the available evidence on a given topic. However, the reliability of any meta-analysis is constrained by that of its constituent studies. One major limitation is the possibility of small-study effects, when estimates from smaller and larger…
Descriptors: Meta Analysis, Research Methodology, Effect Size, Robustness (Statistics)
Dara Tafazoli; Lee McCallum – JALT CALL Journal, 2025
The integration of computer-assisted language learning (CALL) has held increasing interest among the community over the last three decades. One paper which has taken stock of this interest and modelled the factors that impact integration has been written by Hong (2010). While Hong's model has significantly contributed to understanding technology…
Descriptors: Teaching Methods, Computer Assisted Instruction, Second Language Learning, Second Language Instruction
Mavridis, Dimitris; Moustaki, Irini; Wall, Melanie; Salanti, Georgia – Research Synthesis Methods, 2017
When considering data from many trials, it is likely that some of them present a markedly different intervention effect or exert an undue influence on the summary results. We develop a forward search algorithm for identifying outlying and influential studies in meta-analysis models. The forward search algorithm starts by fitting the hypothesized…
Descriptors: Research Reports, Regression (Statistics), Meta Analysis, Intervention
Csibra, Gergely; Hernik, Mikolaj; Mascaro, Olivier; Tatone, Denis; Lengyel, Máté – Developmental Psychology, 2016
Looking times (LTs) are frequently measured in empirical research on infant cognition. We analyzed the statistical distribution of LTs across participants to develop recommendations for their treatment in infancy research. Our analyses focused on a common within-subject experimental design, in which longer looking to novel or unexpected stimuli is…
Descriptors: Eye Movements, Time, Statistical Distributions, Infants
Erford, Bradley T.; Johnson, Erin; Bardoshi, Gerta – Measurement and Evaluation in Counseling and Development, 2016
This meta-analysis reviewed 144 studies from 1996 to 2013 using the Beck Depression Inventory-Second Edition. Internal consistency was 0.89 and test-retest reliability 0.75. Convergent comparisons were robust across 43 depression instruments. Structural validity supported both one- and two-factor solutions and diagnostic accuracy varied according…
Descriptors: Measures (Individuals), Depression (Psychology), Meta Analysis, Reliability
LeRoy, Adam Scott – Clearing House: A Journal of Educational Strategies, Issues and Ideas, 2017
Prior concerns have been raised about the ability of schools to access evidence-based practices, however, these practices are instrumental for addressing behavior concerns. This is particularly true at the secondary level, where students are more likely to be disproportionately identified for school removal. This review investigates studies of…
Descriptors: Evidence Based Practice, Student Behavior, Behavior Problems, Response to Intervention
Trahan, Maranda A.; Kuo, Julie; Carlson, Michelle C.; Gitlin, Laura N. – Health Education & Behavior, 2014
Dementia is a growing public health issue. Activity, a positive therapeutic modality, has potential to enhance quality of life and reduce behavioral symptoms in persons with dementia--outcomes eluding pharmacological treatments. However, it is unclear how to effectively engage persons with dementia in activities for them to derive desired…
Descriptors: Dementia, Quality of Life, Activities, Behavior Problems
Lazowski, Rory A.; Hulleman, Chris S. – Review of Educational Research, 2016
This meta-analysis provides an extensive and organized summary of intervention studies in education that are grounded in motivation theory. We identified 74 published and unpublished papers that experimentally manipulated an independent variable and measured an authentic educational outcome within an ecologically valid educational context. Our…
Descriptors: Student Motivation, Intervention, Meta Analysis, Effect Size
DeCoito, Isha – Canadian Journal of Science, Mathematics and Technology Education, 2016
Across Canada many initiatives have been initiated to generate more interest in science, technology, engineering, and mathematics (STEM) education; however, no single or comprehensive overview has been conducted that takes into account the impact of these STEM initiatives on teaching/learning outcomes in K-12 education. This knowledge synthesis of…
Descriptors: Foreign Countries, STEM Education, Synthesis, Elementary Secondary Education
Shintani, Natsuko; Li, Shaofeng; Ellis, Rod – Language Learning, 2013
This article reports a meta-analysis of studies that investigated the relative effectiveness of comprehension-based instruction (CBI) and production-based instruction (PBI). The meta-analysis only included studies that featured a direct comparison of CBI and PBI in order to ensure methodological and statistical robustness. A total of 35 research…
Descriptors: Meta Analysis, Comprehension, Grammar, Educational Research
Duncan, Greg J.; Engel, Mimi; Claessens, Amy; Dowsett, Chantelle J. – Developmental Psychology, 2014
Replications and robustness checks are key elements of the scientific method and a staple in many disciplines. However, leading journals in developmental psychology rarely include explicit replications of prior research conducted by different investigators, and few require authors to establish in their articles or online appendices that their key…
Descriptors: Replication (Evaluation), Robustness (Statistics), Developmental Psychology, Educational Research
Evans, Rhiannon; Brown, Rachel; Rees, Gwyther; Smith, Philip – British Educational Research Journal, 2017
Looked-after children and young people (LACYP) are educationally disadvantaged compared to the general population. A systematic review was conducted of randomised controlled trials evaluating interventions aimed at LACYP aged =18 years. Restrictions were not placed on delivery setting or delivery agent. Intervention outcomes were: academic skills;…
Descriptors: Educationally Disadvantaged, Intervention, Randomized Controlled Trials, Youth