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Statistical learning under incidental versus intentional conditions

机译:偶然与故意条件下的统计学习

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Statistical learning (SL) studies have shown that participants are able to extract regularities in input they are exposed to without any instruction to do so. This and other findings, such as the fact that participants are often unable to verbalize their acquired knowledge, suggest that SL can occur implicitly or incidentally. Interestingly, several studies using the related paradigms of artificial grammar learning and serial response time tasks have shown that explicit instructions can aid learning under certain conditions. Within the SL literature, however, very few studies have contrasted incidental and intentional learning conditions. The aim of the present study was to investigate the effect of having prior knowledge of the statistical regularities in the input when undertaking a task of visual sequential SL. Specifically, we compared the degree of SL exhibited by participants who were informed (intentional group) versus those who were uninformed (incidental group) about the presence of embedded triplets within a familiarization stream. Somewhat surprisingly, our results revealed that there were no statistically significant differences (and only a small effect size) in the amount of SL exhibited between the intentional versus the incidental groups. We discuss the ways in which this result can be interpreted and suggest that short presentation times for stimuli in the familiarization stream in our study may have limited the opportunity for explicit learning. This suggestion is in line with recent research revealing a statistically significant difference (and a large effect size) between intentional versus incidental groups using a very similar visual sequential SL task, but with longer presentation times. Finally, we outline a number of directions for future research.
机译:统计学习(SL)研究表明,参与者无需任何说明即可提取他们所接触的输入中的规律性。这一发现和其他发现(例如,参与者经常无法口头表达他们所获得的知识这一事实)表明,SL可能隐含或偶然发生。有趣的是,一些使用人工语法学习和连续响应时间任务的相关范例的研究表明,明确的指令可以在一定条件下帮助学习。然而,在SL文献中,很少有研究将偶然和故意的学习条件进行对比。本研究的目的是调查在执行视觉顺序SL任务时,先验了解输入中的统计规律的影响。具体来说,我们比较了熟悉情况流中被告知(有意组)和不了解情况(偶然组)的参与者的SL程度。出乎意料的是,我们的结果表明,有意组与偶发组之间的SL量没有统计学上的显着差异(且效应量很小)。我们讨论了可以解释此结果的方式,并建议在我们的研究中,在熟悉流中刺激出现的时间较短,可能会限制显式学习的机会。该建议与最近的研究相一致,该研究揭示了使用非常相似的视觉顺序SL任务但有较长的呈现时间的有意组与偶发组之间的统计学显着差异(且影响范围大)。最后,我们概述了一些未来研究的方向。

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