What is total effect?
in the study of causal effects, the total extent to which the dependent (or outcome) variable is changed by the independent (or predictor) variable, including any indirect effect through a mediator.
What is a direct effect?
Direct effects, as the name implies, deal with the direct impact of one individual on another when not mediated or transmitted through a third individual. Indirect effects can be defined as the impact of one organism or species on another, mediated or transmitted by a third.
Which is significant direct, indirect or total effect?
direct effect (C’) is positive and significant. total effect (C) is negative and insignificant. Results are robust in the three models, the indirect effect is negative and significant, the direct effect is positive and significant and the total effect is insignificant.
How to interpret a significant effect in process?
First, the effects and mediation analyses of the two main IVs nicely replicate the earlier study. Now, when running a model 4 on the new (dummy coded binary) IV called “context”. The total effect is nonsignificant ( p = .22), the direct effect is significant ( p = .004), and the indirect effects are all nonsignificant.
How to interpret a significant effect in Model 4?
Now, when running a model 4 on the new (dummy coded binary) IV called “context”. The total effect is nonsignificant ( p = .22), the direct effect is significant ( p = .004), and the indirect effects are all nonsignificant.
Is the indirect effect AXB or C significant?
The indirect effect aXb is small, negative, but significant. However, the total effect aXb+c is not significant, although its absolute value is greater than the indirect effect (since aXb and c are both negative). So I don’t have the case of an inconsistent mediation, since the mediator doesn’t suppress the effect of X on Y.