Based on the above hypothesis, the moderated mediation models with covariates were used to analyze the association among PA, BF%, and blood pressure; in addition, BF% was used as the mediator and blood lipids played as the moderator. In the simple mediation models, the model with a ...
mediate(model.m, model.y, sims = 1000, boot = FALSE, boot.ci.type = "perc", treat = "treat.name", mediator = "med.name", covariates = NULL, outcome = NULL, control = NULL, conf.level = 0.95, control.value = 0, treat.value = 1, long = TRUE, dropobs = FALSE, robustSE =...
I also read the paper "constructing covariates in multilevel regression" by Asparouhov and you (2007).I like this new approach a lot. However, I found that the model doesn't run for ordinal categorical outcome variable. I wonder if there is a way for me to use this approach for ...
1, we constructed a moderated mediation model to elucidate the mechanisms underlying the association between CT and mental health, the mediating role of SE, and the moderating role of emotion regulation. Fig. 1 The conceptual moderated mediation model Full size image Methods Participants and procedure...
SPSS - Mediation with PROCESS and Covariates (Model 4) SPSS - Mediation with PROCESS Categorical Variables (Model 4) SPSS - Moderation with PROCESS with Covariates (Model 1) SPSS - Serial Mediation with PROCESS and Covariates (Model 6)相关...
The descriptive statistics and bivariate correlations of the study variables and covariates are presented in Table 1. At the individual level, social support was negatively associated with moral disengagement, reinforcer behavior, and outsider behavior but positively associated with defender self-efficacy ...
Covariates Parents’ mediation strategies vary according to their socioeconomic status, gender, and the ability for using the Internet (Kuldas et al., 2021). Therefore, these parental characteristics were included in the conceptual model as covariates. For instance, parents who are familiar with dig...
However when I ran a mediation model with one IV and 4 other covariates i.e. sem (MV <- IV CV1 CV2 CV3 CV4 )(DV <- MV IV CV1 CV2 CV3 CV4), the bootstrap confidence intervals I obtained were for the overall direct, indirect and total effects and not broken down by each ...
A significant association was found (OR = 1.04, 95% CI: 1.00–1.07, P = 0.034) after adjusting for all covariates in model 3. When VAI was categorized into quartiles, the positive correlations between VAI and odds of depression prevalence remained stable. In model 3, the ...
Vascular comorbidity mediation When all vascular variables were simultaneously included in the logistic regression model (which was already adjusted for all other covariates), odds ratio values did not change in either the continuous or the tertile analyses (Table 3 [model 3]). When we used continu...