mediation, indirect effect, effect sizeThe statistical analysis of mediation effects has become an indispensable tool for helping scientists investigate processes thought to be causal. Yet, in spite of many recent advances in the estimation and testing of mediation effects, little attention h...
6Making full use of growth models: implications for mediation and moderation Up until now we have considered the strengths of growth models to evaluate thedirect effectof intervention on outcome. Yet to realize the full potential and possibilities of these models we should consider how we could ...
This R package runs flexible mediation analyses using natural effect models, as introduced in Lange, T., Vansteelandt, S., & Bekaert, M. (2012). A Simple Unified Approach for Estimating Natural Direct and Indirect Effects.American Journal of Epidemiology,176(3), 190-195.doi:10.1093/aje/kw...
Occupation transformation is a frequently discussed topic among scientists, politicians and the general public. Along with the development of science and technology, how to take advantage of the digital economy to improve the transformation ability of ru
Full size table Mechanism testing Innovation serves as a primary driver of economic growth and enhances the corporate competitiveness (Dechezlepretre and Sato, 2017; Popa et al., 2017). By introducing new technologies, products, and business models, innovation can effectively enhance productivity and...
Figure 2. Conceptual models of the first stage (A), Second stage (B), and Dual stage (C) Moderated mediation, and the working model of the dual stage moderated mediation (D). Display full size In the following sections, we first discuss the formulation of a dual stage moderated mediation...
Mediation Effects of Insomnia Improvement on Primary Outcomes: Physical Health, Mental Well-being, Sleep-Related Impact, and Insomnia View LargeDownload AsssessmentaMediation TestedTotal EffectDirect EffectIndirect EffectMediation, % Effect Size (SE)P ValueEffect Size (SE)P ValueEffect Size (SE)P ...
IT innovation strengthens the positive impact of company size and financial performance on company value. This means that banks that can adopt and leverage information technology innovatively can not only improve efficiency and services but also enhance overall company value and financial performance. ...
Monte Carlo simulations indicated that only 148 families were needed for 0.80 statistical power to reliably detect bootstrapped mediated effects when the 2 paths constituting the mediated effects were each small to medium in size (β = 0.26).34 Plan of Statistical Analysis Analyses reported ...
Based on the analysis above, in this manuscript, we propose a three-way moderated mediation model (see Figure 1) where mindfulness and segmentation preference jointly moderate the role of problem-solving pondering as a transmitter of the spillover effect of flow on work–family conflict. Thus, ...