Mind wandering during reading: An interdisciplinary and integrative review of psychological, computing, and intervention research and theory

IF 2.8 0 LANGUAGE & LINGUISTICS Language and Linguistics Compass Pub Date : 2021-04-12 DOI:10.1111/lnc3.12412
Sidney K. D'Mello, Caitlin S. Mills
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引用次数: 19

Abstract

A large proportion of thoughts are internally generated. Of these, mind wandering—when attention shifts away from the current activity to an internal stream of thought—is frequent during reading and is negatively related to comprehension outcomes. Our goal is to review research on mind wandering during reading with an interdisciplinary and integrative lens that spans the cognitive, behavioural, computing and intervention sciences. We begin with theoretical developments on mind wandering, both in general and in the context of reading. Next, we discuss psychological research on how the text, context and reader interact to influence mind wandering and on associations between mind wandering and reading outcomes. We integrate the findings in a (working) theoretical account of mind wandering during reading. We then turn to computational models of mind wandering, including a short tutorial with examples on how to use machine learning to construct these models. Finally, we discuss emerging intervention research aimed at proactively reducing the occurrence of mind wandering or mitigating its effects. We conclude with open questions and directions for future research.

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阅读时走神:心理学、计算机和干预研究与理论的跨学科综合综述
很大一部分的想法是由内心产生的。其中,走神——当注意力从当前活动转移到内部思维流时——在阅读过程中经常发生,并且与理解结果负相关。我们的目标是回顾阅读中走神的研究,以跨学科和综合的视角,跨越认知、行为、计算和干预科学。我们从走神的理论发展开始,无论是在一般情况下还是在阅读的背景下。接下来,我们讨论了关于文本、语境和读者如何相互作用影响走神以及走神与阅读结果之间关系的心理学研究。我们将这些发现整合到阅读时走神的(有效的)理论解释中。然后我们转向思维漫游的计算模型,包括一个简短的教程,其中包含如何使用机器学习构建这些模型的示例。最后,我们讨论了旨在主动减少走神发生或减轻其影响的新兴干预研究。最后,我们提出了一些有待解决的问题和未来的研究方向。
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来源期刊
Language and Linguistics Compass
Language and Linguistics Compass LANGUAGE & LINGUISTICS-
CiteScore
5.40
自引率
4.00%
发文量
39
期刊介绍: Unique in its range, Language and Linguistics Compass is an online-only journal publishing original, peer-reviewed surveys of current research from across the entire discipline. Language and Linguistics Compass publishes state-of-the-art reviews, supported by a comprehensive bibliography and accessible to an international readership. Language and Linguistics Compass is aimed at senior undergraduates, postgraduates and academics, and will provide a unique reference tool for researching essays, preparing lectures, writing a research proposal, or just keeping up with new developments in a specific area of interest.
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