Sample size and power calculations for causal mediation analysis: a tutorial and shiny app
X Qin - Behavior Research Methods, 2024 - Springer
When designing a study for causal mediation analysis, it is crucial to conduct a power
analysis to determine the sample size required to detect the causal mediation effects with …
analysis to determine the sample size required to detect the causal mediation effects with …
[書籍][B] Statistical methods for experimental research in education and psychology
J Leppink - 2019 - Springer
We are living in exciting times. The movement called Open Science is visible everywhere, all
the way from the use of materials, the design of new research, data collection, data analysis …
the way from the use of materials, the design of new research, data collection, data analysis …
Teacher mathematical knowledge, instructional quality, and student outcomes: A multilevel quantile mediation analysis
In this study, we replicate and extend prior work that investigates the extent to which content-
specific and non-content-specific measures of instruction mediate the relationships between …
specific and non-content-specific measures of instruction mediate the relationships between …
Statistical power and precision of experimental studies originated in the Republic of Turkey from 2010 to 2020: Current practices and some recommendations
This study systematically reviews randomly selected 155 experimental studies in education
field originated in the Republic of Turkey between 2010 and 2020. Indiscriminate choice of …
field originated in the Republic of Turkey between 2010 and 2020. Indiscriminate choice of …
Power analyses for moderator effects in three-level cluster randomized trials
N Dong, B Kelcey, J Spybrook - The Journal of Experimental …, 2018 - Taylor & Francis
Researchers are often interested in whether the effects of an intervention differ conditional
on individual-or group-moderator variables such as children's characteristics (eg, gender) …
on individual-or group-moderator variables such as children's characteristics (eg, gender) …
Croon's bias-corrected factor score path analysis for small-to moderate-sample multilevel structural equation models
Maximum likelihood estimation of multilevel structural equation model (MLSEM) parameters
is a preferred approach to probe theories involving latent variables in multilevel settings …
is a preferred approach to probe theories involving latent variables in multilevel settings …
Bound constrained optimization of sample sizes subject to monetary restrictions in planning multilevel randomized trials and regression discontinuity studies
Sample size determination in multilevel randomized trials (MRTs) and multilevel regression
discontinuity designs (MRDDs) can be complicated due to multilevel structure, monetary …
discontinuity designs (MRDDs) can be complicated due to multilevel structure, monetary …
Statistical power for detecting moderation in partially nested designs
K Cox, B Kelcey - American Journal of Evaluation, 2023 - journals.sagepub.com
Analysis of the differential treatment effects across targeted subgroups and contexts is a
critical objective in many evaluations because it delineates for whom and under what …
critical objective in many evaluations because it delineates for whom and under what …
Experimental power for indirect effects in group-randomized studies with group-level mediators
B Kelcey, N Dong, J Spybrook… - Multivariate Behavioral …, 2017 - Taylor & Francis
Mediation analyses have provided a critical platform to assess the validity of theories of
action across a wide range of disciplines. Despite widespread interest and development in …
action across a wide range of disciplines. Despite widespread interest and development in …
Design and analysis of cluster randomized trials
Cluster randomized trials (CRTs) are commonly used to evaluate the causal effects of
educational interventions, where the entire clusters (eg, schools) are randomly assigned to …
educational interventions, where the entire clusters (eg, schools) are randomly assigned to …