Evidence map›Paper›PMID 41107699›Full record

SynthesisMemory & cognition2026

Eye-movement markers of mind wandering during reading: A meta-analysis.

Diane C Mézière, Niilo E Hautala, Timo T Heikkilä, Johanna K Kaakinen

Abstract readMeta-Analysis
In one paragraph

Synthesis in Memory & cognition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Diane C MézièreDepartment of Psychology and Speech-Language Pathology, University of Turku, Assistentinkatu 7, Publicum 2nd Floor, Turku, Finland. dcmezi@utu.fi.ORCID 0000-0002-5406-4590
Niilo E HautalaDepartment of Psychology and Speech-Language Pathology, University of Turku, Assistentinkatu 7, Publicum 2nd Floor, Turku, Finland.
Timo T HeikkiläDepartment of Psychology and Speech-Language Pathology, University of Turku, Assistentinkatu 7, Publicum 2nd Floor, Turku, Finland.
Johanna K KaakinenDepartment of Psychology and Speech-Language Pathology, University of Turku, Assistentinkatu 7, Publicum 2nd Floor, Turku, Finland.

Funding

Research Council of Finland 334266
6 · The paper itself

Abstract

Mind wandering during reading has been extensively investigated, with multiple studies reporting differences in eye-movement behavior between mind-wandering and on-task reading. More recently, researchers have tried to use eye-movement measures to predict mind wandering during reading; however such indicators of mind wandering during reading have not yet been clearly identified. This article presents results from two studies. Firstly, we carried out a meta-analysis to identify eye-movement indicators of mind wandering during reading. From the initial search, abstracts from 140 articles were reviewed for eligibility, and 39 articles were included for full text reading and data extraction. Finally, we identified 16 individual datasets from 19 articles for which we could compute effect sizes. We calculated effect sizes for nine eye-movement measures: mean fixation duration, fixations count, first-fixation duration, gaze duration, total reading time, saccade length, skipping, blink count, and inter-word regressions. The results indicated that readers skipped more words and made fewer fixations during mind-wandering compared to on-task reading. Following these results, we carried out exploratory analyses with a dataset from our own lab to examine other possible explanations for this eye-movement pattern. Specifically, we investigated readers' sensitivity to word frequency and length and readers' use of corrective regressions. Results indicated that readers show reduced effects of word length and frequency on skipping behavior as well as a reduced use of corrective regressions during mind-wandering compared to on-task reading. Results and implications from both studies are discussed in the context of mind-wandering and reading research.

Indexed as

AttentionEye MovementsReadingThinkingEye Movement MeasurementsFixation, OcularHumansEye movementsMeta-analysisMind-wanderingReading

Identifiers

PMID41107699
PMCPMC13132886

What OpenQuestion holds

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.