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Schotter ER, Dillon B. A beginner's guide to eye tracking for psycholinguistic studies of reading. Behav Res Methods 2025; 57:68. [PMID: 39843882 DOI: 10.3758/s13428-024-02572-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2024] [Indexed: 01/24/2025]
Abstract
Eye tracking has been a popular methodology used to study the visual, cognitive, and linguistic processes underlying word recognition and sentence parsing during reading for several decades. However, the successful use of eye tracking requires researchers to make deliberate choices about how they apply this technique, and there is wide variability across labs and fields with respect to which choices are "standard." We aim to provide an easy-to-reference guideline that can help new researchers with their entrée into eye-tracking-while-reading research. Because the standards do - and should - vary from field to field or study to study as is appropriate for the research question, we do not set a rigid recipe for handling eye tracking data, but rather provide a conceptual framework within which researchers can make informed decisions about how to treat their data so that it is most informative for their research question. Therefore, this paper provides a description of eye movements in reading and an overview of psycholinguistic research on the topic, an overview of experiment design considerations, a description of the data processing pipeline and important choice points and implications, an overview of common dependent measures and their calculation, and a summary of resources for data analysis.
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Affiliation(s)
- Elizabeth R Schotter
- Department of Psychology, University of South Florida, 4202 E. Fowler Ave. PCD 4118G, Tampa, FL, 33620, USA.
| | - Brian Dillon
- Department of Linguistics, University of Massachusetts, 650 North Pleasant Street, Amherst, MA, 01003, USA
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Niehorster DC, Nyström M, Hessels RS, Andersson R, Benjamins JS, Hansen DW, Hooge ITC. The fundamentals of eye tracking part 4: Tools for conducting an eye tracking study. Behav Res Methods 2025; 57:46. [PMID: 39762687 PMCID: PMC11703944 DOI: 10.3758/s13428-024-02529-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2024] [Indexed: 01/11/2025]
Abstract
Researchers using eye tracking are heavily dependent on software and hardware tools to perform their studies, from recording eye tracking data and visualizing it, to processing and analyzing it. This article provides an overview of available tools for research using eye trackers and discusses considerations to make when choosing which tools to adopt for one's study.
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Affiliation(s)
- Diederick C Niehorster
- Lund University Humanities Lab and Department of Psychology, Lund University, Lund, Sweden.
| | - Marcus Nyström
- Lund University Humanities Lab, Lund University, Lund, Sweden
| | - Roy S Hessels
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, the Netherlands
| | | | - Jeroen S Benjamins
- Experimental Psychology, Helmholtz Institute & Social, Health and Organizational Psychology, Utrecht University, Utrecht, the Netherlands
| | - Dan Witzner Hansen
- Eye Information Laboratory, IT University of Copenhagen, Copenhagen, Denmark
| | - Ignace T C Hooge
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, the Netherlands
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Christofalos AL, Laks M, Wolfer S, Dias EC, Javitt DC, Sheridan H. Lower-level oculomotor deficits in schizophrenia during multi-line reading: Evidence from return-sweeps. Q J Exp Psychol (Hove) 2024; 77:1533-1543. [PMID: 38053311 PMCID: PMC11214805 DOI: 10.1177/17470218231220752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
Abstract
Reading fluency deficits in schizophrenia (Sz) have been attributed to dysfunction in both lower-level, oculomotor processing and higher-level, lexical processing, according to the two-hit deficit model. Given that prior work examining reading deficits in individuals with Sz has primarily focused on single-line and single-word reading tasks, eye movements that are unique to passage reading, such as return-sweep saccades, have not yet been examined in Sz. Return-sweep saccades are large eye movements that are made when readers move from the end of one line to the beginning of the next line during natural passage reading. Examining return-sweeps provides an opportunity to examine lower-level, oculomotor deficits during reading under circumstances when upcoming higher-level, lexical information is not available for visual processing because visual acuity constraints do not permit detailed lexical processing of line-initial words when return-sweeps are programmed. To examine the source of reading deficits in Sz, we analysed an existing data set in which participants read multi-line passages with manipulations to line spacing. Readers with Sz made significantly more return-sweep targeting errors followed by corrective saccades compared with healthy controls. Both groups showed similar effects of line spacing on return-sweep targeting accuracy, suggesting similar sensitivities to visual crowding during reading. Furthermore, the patterns of fixation durations in readers with Sz corroborate prior work indicating reduced parafoveal processing of upcoming words. Together, these findings suggest that lower-level visual and oculomotor dysfunction contribute to reading deficits in Sz, providing support for the two-hit deficit model.
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Affiliation(s)
- Andriana L Christofalos
- Department of Psychology, University at Albany, State University of New York, Albany, NY, USA
| | - Madison Laks
- Department of Psychology, University at Albany, State University of New York, Albany, NY, USA
| | - Stephanie Wolfer
- Program in Cognitive Neuroscience and Schizophrenia, Schizophrenia Research Division, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA
| | - Elisa C Dias
- Program in Cognitive Neuroscience and Schizophrenia, Schizophrenia Research Division, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA
- Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | - Daniel C Javitt
- Program in Cognitive Neuroscience and Schizophrenia, Schizophrenia Research Division, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA
- Division of Experimental Therapeutics, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Heather Sheridan
- Department of Psychology, University at Albany, State University of New York, Albany, NY, USA
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Wang M, Gill DE, Judge J, Zang C, Bai X, Liversedge SP. Column setting and text justification influence return-sweep eye movement behavior during Chinese multi-line reading. Cogn Res Princ Implic 2024; 9:34. [PMID: 38831087 PMCID: PMC11147972 DOI: 10.1186/s41235-024-00559-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 05/05/2024] [Indexed: 06/05/2024] Open
Abstract
People regularly read multi-line texts in different formats and publishers, internationally, must decide how to present text to make reading most effective and efficient. Relatively few studies have examined multi-line reading, and fewer still Chinese multi-line reading. Here, we examined whether texts presented in single or double columns, and either left-justified or fully-justified affect Chinese reading. Text format had minimal influence on overall reading time; however, it significantly impacted return-sweeps (large saccades moving the eyes from the end of one line of text to the beginning of the next). Return-sweeps were launched and landed further away from margins and involved more corrective saccades in single- than double-column format. For left- compared to fully-justified format, return-sweeps were launched and landed closer to margins. More corrective saccades also occurred. Our results showed more efficient return-sweep behavior for fully- than left-justified text. Moreover, there were clear trade-off effects such that formats requiring increased numbers of shorter return-sweeps produced more accurate targeting and reduced numbers of corrective fixations, whereas formats requiring reduced numbers of longer return-sweeps caused less accurate targeting and an increased rate of corrective fixations. Overall, our results demonstrate that text formats substantially affect return-sweep eye movement behavior during Chinese reading without affecting efficiency and effectiveness, that is, the overall time it takes to read and understand the text.
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Affiliation(s)
- Mengsi Wang
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China.
- Faculty of Psychology, Tianjin Normal University, Tianjin, China.
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, China.
| | - Donna E Gill
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
| | - Jeannie Judge
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
| | - Chuanli Zang
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
| | - Xuejun Bai
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, China
| | - Simon P Liversedge
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
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What is the optimal position of low‐frequency words across line boundaries? An eye movement investigation. APPLIED COGNITIVE PSYCHOLOGY 2023. [DOI: 10.1002/acp.4036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Zhang M, Bai X, Li S. Word complexity modulates the divided-word effect during Chinese reading. Front Psychol 2022; 13:921056. [PMID: 36211923 PMCID: PMC9539553 DOI: 10.3389/fpsyg.2022.921056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 08/22/2022] [Indexed: 11/25/2022] Open
Abstract
The present study examined the influence of word complexity on the divided-word effect. By manipulating presentation conditions (line-final presentation vs. divided-word presentation vs. line-initial presentation) and visual complexity (high vs. low), we found a significant divided-word effect that the reading times such as gaze duration and total reading time were significantly longer in the divided-word presentation condition than in both the line-final and line-initial presentation conditions. On the measure of total reading time, the marginally significant interaction between the divided-word versus line-final presentation comparison and complexity showed that the divided-word effect was larger for low complexity words than that for high complexity words. These results suggest that dividing a word across two lines interferes with reading, and word complexity modulates this effect.
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Affiliation(s)
- Mingzhe Zhang
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Xuejun Bai
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
- *Correspondence: Xuejun Bai,
| | - Sainan Li
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
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Adedeji VI, Vasilev MR, Kirkby JA, Slattery TJ. Return-sweep saccades in oral reading. PSYCHOLOGICAL RESEARCH 2021; 86:1804-1815. [PMID: 34694488 PMCID: PMC9363329 DOI: 10.1007/s00426-021-01610-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 10/06/2021] [Indexed: 10/27/2022]
Abstract
Recent research on return-sweep saccades has improved our understanding of eye movements when reading paragraphs. However, these saccades, which take our gaze from the end of one line to the start of the next line, have been studied only within the context of silent reading. Articulatory demands and the coordination of the eye-voice span (EVS) at line boundaries suggest that the execution of this saccade may be different in oral reading. We compared launch and landing positions of return-sweeps, corrective saccade probability and fixations adjacent to return-sweeps in skilled adult readers while reading paragraphs aloud and silently. Compared to silent reading, return-sweeps were launched from closer to the end of the line and landed closer to the start of the next line when reading aloud. The probability of making a corrective saccade was higher for oral reading than silent reading. These indicate that oral reading may compel readers to rely more on foveal processing at the expense of parafoveal processing. We found an interaction between reading modality and fixation type on fixation durations. The reading modality effect (i.e., increased fixation durations in oral compared to silent reading) was greater for accurate line-initial fixations and marginally greater for line-final fixations compared to intra-line fixations. This suggests that readers may use the fixations adjacent to return-sweeps as natural pause locations to modulate the EVS.
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Affiliation(s)
- Victoria I Adedeji
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow Poole, Dorset, BH12 5BB, UK.
| | - Martin R Vasilev
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow Poole, Dorset, BH12 5BB, UK
| | - Julie A Kirkby
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow Poole, Dorset, BH12 5BB, UK
| | - Timothy J Slattery
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow Poole, Dorset, BH12 5BB, UK
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