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Thus, the test of mediation (path ab) provides additional information beyond the co-occurrence of significant path a and path b effects14,71.
The paper presents a mediation path model linking psychological (individual-level) safety climate antecedents and consequences as predictors of driving safety of long-haul truck drivers.
It is also clear, given the moderate effect size of the mediation path, that intrinsic motivation plays a role in more frequent use of L2 listening strategies, which increases L2 linguistic knowledge, ultimately improving L2 listening proficiency.
10.7554/eLife.07902.014 Figure 5. Statistical mediation (path) analysis examining the three-way relationship between regional functional BOLD activity, WM microstructure, and oddity performance.
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Alternatively, the researcher may have pre-identified uncertain mediation paths involving C2 and C3, for example a single mediating path (A→C2→C3→Y) or two separate mediating paths (A→C2→Y and A→C3→Y) (not shown but easily constructed by replacing A←C2 with A→C2 in Figures 1 and 3 and A←C3 by A→C3 in Figure 3).
This SEM technique is supposed to be a more acceptable than stepwise regression techniques because in this technique all mediation paths of variables were measured simultaneously.
In order to estimate the individual contributions of mediation paths, the indirect effect sizes of the variables on L2 listening proficiency were calculated by multiplying the standardized direct effect sizes between latent variables.
Furthermore, the relationship between shift work and the MetS did not change when taking into account all three suspected mediators (path c'), and therefore no mediation is apparent.
In all two-path mediation models, five path coefficients were calculated for each subject (first-level single-subject coefficients) in a regression-based approach.
We also formally tested for mediation using path analysis.
We used the INDIRECT macro [ 27] to estimate the mediation effect (path axb) and its bootstrapped (1,000 samples), bias-corrected and accelerated 95% confidence interval (95% CI).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com