Barely Significant
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Speech Stream Composition Affects Statistical Learning: Behavioral and Neural Evidence.

Brain Sci · 2025 · PMC11852644 · PMID 40002530

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marginal significancep < 0.05actually significant
Both for behavioral and ERP data, main and interaction effects that reached statistical or marginal significance levels ( p < 0.05 or p < 0.08, respectively) in comparisons of interest are reported.

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marginally statistically significantp = 0.060so close (0.05 < p ≤ 0.1)
In the second analysis, focused on data from the mixed stream condition, the ANOVA showed that the main effect of word type reached a marginally statistically significant level, F (1,16) = 4.111, p = 0.060, η p 2 = 0.204, pw = 0.478.

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failed to reach significanceno p-value reported
Behavior results revealed reliable signs of SL for all the streams, even though differences across stream conditions failed to reach significance.

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It is also important to note that although the 2-AFC differences between high-and low-TP words failed to reach statistical significance in the SL tasks performed under implicit and explicit conditions, in subsequent studies the authors found reliable signs of SL in the 2-AFC task performed under implicit conditions but, surprisingly, only for the low-TP words.

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marginally significantno p-value reported
the unmixed low-TP condition in the latter, suggesting, in both cases, facilitative processing of the mixed over the other stream conditions; (v) additionally, the neural data revealed a length of exposure effect in the N100 component, indexed by a larger amplitude in the second half than in the first half of the SL tasks performed under implicit conditions, regardless of the type of stream, suggesting that participants were able to extract the regularities embedded in the speech streams as exposure unfolded as expected; (vi) a marginally significant word type effect was observed in the N100 component for the mixed stream condition, with high-TP words eliciting larger amplitudes than low-TP words; (vii) although direct comparisons of neural responses between SL tasks were limited to the mixed condition, the separate analyses for the implicit an

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.