A Comparison of Single Sample and Bootstrap Methods to Assess Mediation in Cluster Randomized Trials
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Summary
A bias-corrected bootstrap had the best statistical performance for each design and was closely followed by the empirical-Mtest, either of which is recommended for testing and estimating indirect effects in multilevel designs.
- Type
- article
- Published
- 2006-09-01
- Cited by
- 138
- References
- 36
- OpenAlex
- https://openalex.org/W26750340
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:19123234
Keywords
Art
References
- Design and Analysis of Group- Randomized Trials
- Perceptions of Work Contexts: Disentangling Influences at Multiple Levels of Analysis
- Equivalence of the Mediation, Confounding and Suppression Effect
- Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models
- Design and analysis of group-randomized trials: a review of recent practices.
- Design and Analysis of Cluster Randomization Trials in Health Research
- A Comparison of Methods to Test for Mediation in Multisite Experiments
- The Distribution of Products of Independent Random Variables
- On the Frequency Function of xy
- Multilevel Modeling of Individual and Group Level Mediated Effects
- Selected Tables in Mathematical Statistics (Vol. VII), The Product of Two Normally Distributed Random Variables
- The robustness of estimates of total indirect effects in covariance structure models estimated by maximum
- A comparison of methods to test mediation and other intervening variable effects.
- Statistical analysis and optimal design for cluster randomized trials
- Multilevel Mediation Modeling in Group-Based Intervention Studies
- Neighborhoods and violent crime: a multilevel study of collective efficacy.
- Mediation in experimental and nonexperimental studies: new procedures and recommendations.
- Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods
- Design and analysis of group-randomized trials: a review of recent methodological developments.
- A novel bootstrap procedure for assessing the relationship between class size and achievement
Cited by
- Social Capital and User Acceptance of Enterprise System: Mediating Role of Local Management Commitment
- An exploration of ethnic differences of the influences of home and school on the development of young people's educational expectations for university study between ages 14 to 16
- The Moderated Consequences of Post-industrial Employment
- Mathematics Learned by Young Children in an Intervention Based on Learning Trajectories: A Large-Scale Cluster Randomized Trial
- Owner-employee relations in small firms
- Mediated Effects with the Parallel Process Latent Growth Model: An Evaluation of Methods for Testing Mediation in the Presence of Nonnormal Data
- When talking makes you feel like a group: The emergence of group-based emotions
- EFFECTS OF SUPERVISORS' UPWARD EXCHANGE RELATIONSHIPS ON EMPLOYEES: TESTING MULTILEVEL MEDIATION ROLE OF EMPOWERMENT
- A framework for testing meso‐mediational relationships in Organizational Behavior
- Sample Size Limits for Estimating Upper Level Mediation Models Using Multilevel SEM
- Low glucose relates to greater aggression in married couples
- Trust in the supervisor and authenticity in service roles
- Bootstrapping: A Nonparametric Approach to Identify the Effect of Sparsity of Data in the Binary Regression Models
- Assessing Mediational Models: Testing and Interval Estimation for Indirect Effects
- The relationship of leader psychological capital and follower psychological capital, job engagement and job performance: a multilevel mediating perspective
- Classmate characteristics and student achievement in 33 countries: Classmates' past achievement, family socioeconomic status, educational resources, and attitudes toward reading
- Agentic and Communal Personality Traits: Their Associations with Depression and Resilience among Transgender Women
- The Performance of Methods to Test Upper-Level Mediation in the Presence of Nonnormal Data
- Standardized Effect Size Measures for Mediation Analysis in Cluster-Randomized Trials
- A mediation model linking dispatcher leadership and work ownership with safety climate as predictors of truck driver safety performance.
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