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When no evidence is found for mediation effects in straightforward models, this does not necessarily imply that the mediator was not well chosen or that the treatment failed to produce changes in the potential mediator.
At first glance, the lack of mediation effects in the combined condition suggests such task effects.
The purpose of this article is to provide insights into the effects of Internet Protocol Television (IPTV) service quality and reveal mediation effects in the process of forming the repurchase intention.
The significance of the assumed mediation effects in the preceding analyses was confirmed using the Sobel test.
The mediation model by Preacher and Hayes was originally designed to study mediation effects in large datasets, but has recently been applied in smaller studies as well.
Because confounding and mediation effects in cross-sectional data are generally estimated with the same statistical methods, the association of interest can only be distinguished on conceptual or theoretical grounds [ 13].
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The results did not show any significant three-path mediation effect in any condition (Fig. 7; all p > 0.5; Supplementary Table 2).
This was done because the strength of the mediation effect in a multilevel mediation analysis is not solely influenced by the product of the means of a and b, but also takes the consistency of effects across participants into account by considering the covariance of path a and b effects (Eq. 9 in ref. 21).
Additional file 1: Mediation effect in Structural Equation Models.
We show (for the first time, to our knowledge) a mediation effect in which the spread of one health behavior affects the spread of another.
This suggests some possible mediation effect in the relationships.
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