![]() Testing only the indirect effect can be misleading, because significant results may also be obtained when the underlying causal model is different from the mediation model. ![]() The present research demonstrates, however, that mediation analysis can be improved by combining a significance test of the indirect effect with assessing the fit of causal models. Statistical tests of indirect effects can hardly distinguish between genuine and spurious mediation effects.
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