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As this is an extension of previous work by Asgeirsdottir et al. [7], we conduct our mediation analysis in a similar way.
The mediation analysis in process (Hayes, 2012) indicated that only autonomy partially explained the indirect relationship between transformational leadership and harassment.
In the view that H6 is accepted, variance accounted for and mediation analysis in partial least square extend the EAO model with the mediation role of self-efficacy between innovation and e-entrepreneurial intention.
Finally, we performed a mediation analysis in which we test the hypothesis that alter's sleep influences ego's sleep which in turn has an effect on ego's drug use (see Text S1 for more details) [29], [30].
Finally, as pointed out by Wager et al. [79], an additional limitation of using mediation analysis in fMRI is that models are made on the basis of naturally occurring variance over subjects, and thus conclusions are made with the assumption that inter-subject variability does not affect the coupling between dependent variables [79].
In Table 3, we present the results of a mediation analysis in which the hypothesized causal pathway is that a friend's sleep behavior can spread to the ego, and the resulting change in ego's sleep behavior can also affect ego's drug-using behavior, net of any predilection to form friendships based on sleep, drug use, or other factors.
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As with other methods based on structural equation models, one assumed that all relevant variables are included in the mediation analysis; i.e., one could not rule out the existence of mediating factors not tested in the model [77].
In future work, we will explore other mechanisms of change, including content of CHW visits and mediation analysis changes in the measured behavioral and psychosocial variables related to the Precede Proceed model.
Indeed, using a mediation analysis, as in the present study, Thornton et al. [ 24] showed that the effect of psychological intervention on white blood cell count in breast cancer patients was mediated by the reduction of depressive symptoms.
Lastly, the results of the mediation analysis presented in Figure 1b may be partly explained by the shared method variance as fruit consumption at T2 and T3 are more similar to each other than habit at T1 and fruit consumption at T3, increasing the likelihood of indirect effects.
In the mediation analysis for hypertension in males, the recovery indicator was consistently negative, and statistically significant with the addition of every mediator except BMI and unemployment.
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