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"It could be a prophylactic measure to get the full effect of mediation," she said.
Again, to consider the partial effect of mediation statistically significant at the second model, the Zobel test revealed that the model was significant (z = −3.74, P = .002) with a confidence level not including the value 0 (LLCI: -0.2200; ULCI: -0.0734).
The obtained results from empirical analysis of the collected data are categorized as follow: a) successful learners' processing information; b) individualistic difference in response latency; c) the general effect of mediation on learners' response latency.
To consider statistically significant the partial effect of mediation at this first model, Zobel test was significant (z = −2.52, P = .01) with a confidence level not including the value 0 (LLCI: -0.1546, ULCI: -0.0236).
To investigate the effect of mediation on learners' response latency, Aljaafreh and Lantolf (1994) regulatory scale was employed in the gradual presentation of mediation for the failed attempts during the C-DA.
We employed bootstrapping (1000 resamples) owing to the small sample and confirmed a significant effect of mediation (M = -0.26, SE = 0.11, 95% CI -0.51 to -0.08).
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What is the effect of mediations presentation on learners' information processing during reading comprehension? 4.
What is the effect of mediations presentation on learners' information processing during reading comprehension?
The effect of mediations on learners' ongoing cognitive information processing could be crystallized through comparing learners' response latency before and after the presentation of mediations.
Cross sectional studies and regression analysis, as used in this study, cannot adequately examine causal paths or the effects of mediation and moderation.
Recently, researchers [ 34, 35] have recommended the use of the bootstrapping procedure over the Sobel test in assessing indirect effects of mediation models, since the bootstrapping procedure does not impose the assumption of normality of the sampling distribution on indirect effects.
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