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The effect sizes of most individual-level variables remain similar throughout the multilevel analyses, and their significance levels remain mostly unchanged.
We advise researchers not to focus on one model but conduct multiple plausible multilevel analyses and investigate whether the results depend on the modeling options.
In response to the promulgation of an ecological understanding of health-related processes, more sophisticated analytical techniques are available, such as multilevel analyses and random effects models (Luke and Stamatakis 2012; Galea and Ahern 2006).
Therefore, we performed an analysis of variance, and also compared the associations obtained by conventional multilevel analyses and by quasi-experimental family-based design that provides stronger evidence for causal inference.
JS performed the psychometric and multilevel analyses and was the principal author of the paper.
JS performed the psychometric and multilevel analyses and was the principal author of the article.
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Changes in the primary and secondary outcomes between the intervention and control groups will be analysed using multilevel analyses (linear and logistic regression methods) as this will account for intracluster correlation among PNs.
Then, after conducting both standard linear regression analyses and multilevel analyses, I compared the results of both types of analyses and summarized them as follows.
Path modeling and structural equation modeling will be used for multilevel analyses of environmental and individual characteristics relative to the study outcomes.
Multilevel analyses of neighborhood- and individual-level characteristics and their contributions to stress suggest that such pathways should be further delineated (Schulz et al. 2008).
We estimated the relative risks (RRs) of health check participation according to the level of informal socializing and voting turnout by conducting multilevel analyses with binomial distributions and log links.
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