1
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Alexeeva S. Parafoveal letter identification in Russian: Confusion matrices based on error rates. Behav Res Methods 2024; 56:8567-8587. [PMID: 39261445 DOI: 10.3758/s13428-024-02492-3] [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: 08/05/2024] [Indexed: 09/13/2024]
Abstract
In the present study, we introduce parafoveal letter confusion matrices for the Russian language, which uses the Cyrillic script. To ensure that our confusion rates reflect parafoveal processing and no other effects, we employed an adapted boundary paradigm (Rayner, 1975) that prevented the participants from directly fixating the letter stimuli. Additionally, we assessed confusability under isolated and word-like (crowded) conditions using two modern fonts, since previous research showed that letter recognition depended on crowding and font (Coates, 2015; Pelli et al., 2006). Our additional goal was to gain insight into what letter features or configurational patterns might be essential for letter recognition in Russian; thus, we conducted exploratory clustering analysis on visual confusion scores to identify groups of similar letters. To support this analysis, we conducted a comprehensive review of over 20 studies that proposed crucial properties of Latin letters relevant to character perception. The summary of this review is valuable not only for our current study but also for future research in the field.
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Affiliation(s)
- Svetlana Alexeeva
- Institute for Cognitive Studies, Saint Petersburg State University, Office 11, 11D, 6 Line of Vasilievsky Island, Saint-Petersburg, 199004, Russia.
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2
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Wong R, Reichle ED, Veldre A. Prediction in reading: A review of predictability effects, their theoretical implications, and beyond. Psychon Bull Rev 2024:10.3758/s13423-024-02588-z. [PMID: 39482486 DOI: 10.3758/s13423-024-02588-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/13/2024] [Indexed: 11/03/2024]
Abstract
Historically, prediction during reading has been considered an inefficient and cognitively expensive processing mechanism given the inherently generative nature of language, which allows upcoming text to unfold in an infinite number of possible ways. This article provides an accessible and comprehensive review of the psycholinguistic research that, over the past 40 or so years, has investigated whether readers are capable of generating predictions during reading, typically via experiments on the effects of predictability (i.e., how well a word can be predicted from its prior context). Five theoretically important issues are addressed: What is the best measure of predictability? What is the functional relationship between predictability and processing difficulty? What stage(s) of processing does predictability affect? Are predictability effects ubiquitous? What processes do predictability effects actually reflect? Insights from computational models of reading about how predictability manifests itself to facilitate the reading of text are also discussed. This review concludes by arguing that effects of predictability can, to a certain extent, be taken as demonstrating evidence that prediction is an important but flexible component of real-time language comprehension, in line with broader predictive accounts of cognitive functioning. However, converging evidence, especially from concurrent eye-tracking and brain-imaging methods, is necessary to refine theories of prediction.
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Affiliation(s)
- Roslyn Wong
- School of Psychological Sciences, Macquarie University, Sydney, Australia.
| | - Erik D Reichle
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Aaron Veldre
- School of Psychological Sciences, Macquarie University, Sydney, Australia
- Graduate School of Health, University of Technology Sydney, Sydney, Australia
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3
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Wong R, Veldre A, Andrews S. Looking for immediate and downstream evidence of lexical prediction in eye movements during reading. Q J Exp Psychol (Hove) 2024; 77:2040-2064. [PMID: 38281065 PMCID: PMC11453035 DOI: 10.1177/17470218231223858] [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: 01/30/2023] [Revised: 09/05/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024]
Abstract
Previous investigations of whether readers make predictions about the full identity of upcoming words have focused on the extent to which there are processing consequences when readers encounter linguistic input that is incompatible with their expectations. To date, eye-movement studies have revealed inconsistent evidence of the processing costs that would be expected to accompany lexical prediction. This study investigated whether readers' lexical predictions were observable during or downstream from their initial point of activation. Three experiments assessed readers' eye movements to predictable and unpredictable words, and then to subsequent downstream words, which probed the lingering activation of previously expected words. The results showed novel evidence of processing costs for unexpected input but only when supported by a plausible linguistic environment, suggesting that readers could strategically modulate their predictive processing. However, there was limited evidence that their lexical predictions affected downstream processing. The implications of these findings for understanding the role of prediction in language processing are discussed.
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Affiliation(s)
- Roslyn Wong
- School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
- School of Psychological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Aaron Veldre
- School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
- School of Psychological Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Sally Andrews
- School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
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4
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Lu Z, Ri N, Jingxin W. The role of predictive and preview effects in Mongolian reading: evidence from eye movements. Front Psychol 2024; 15:1420223. [PMID: 39346505 PMCID: PMC11427253 DOI: 10.3389/fpsyg.2024.1420223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 09/04/2024] [Indexed: 10/01/2024] Open
Abstract
Introduction The research on contextual predictability in reading has been thoroughly investigated in the context of horizontal text comprehension. However, the performance of contextual predictive effects in Mongolian vertical reading remains unknown. Methods To explore this, we conducted an eye-tracking study using a boundary paradigm. Our study aimed to investigate contextual predictability and preview effects in Mongolian reading. Results We found significant main effects of predictability and previewing on temporal indicators. However, there were no significant effects on skipping rates, and no interaction between predictability and previewing was observed. Discussion We speculate that the unique reading orientation and writing features of Mongolian, compared to horizontally read phonetic scripts, reduce the parafoveal processing of preview information, leading to lower skipping rates in Mongolian reading.
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Affiliation(s)
- Zhang Lu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- School of Education Science, Inner Mongolia Minzu University, Tongliao, Inner Mongolia, China
- Research Base of Inner Mongolia Education and Psychological Development, Tongliao, Inner Mongolia, China
| | - Na Ri
- School of Education Science, Inner Mongolia Minzu University, Tongliao, Inner Mongolia, China
- Research Base of Inner Mongolia Education and Psychological Development, Tongliao, Inner Mongolia, China
| | - Wang Jingxin
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
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5
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Rettie L, Marsh JE, Liversedge SP, Wang M, Degno F. Auditory distraction during reading: Investigating the effects of background sounds on parafoveal processing. Q J Exp Psychol (Hove) 2024:17470218241269327. [PMID: 39085167 DOI: 10.1177/17470218241269327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
Abstract
Previous research suggests that unexpected (deviant) sounds negatively affect reading performance by inhibiting saccadic planning, which models of reading agree takes place simultaneous to parafoveal processing. This study examined the effect of deviant sounds on foveal and parafoveal processing. Participants read single sentences in quiet, standard (repeated sounds), or deviant sound conditions (a new sound within a repeated sound sequence). Sounds were presented with a variable delay coincident with the onset of fixations on target words during a period when saccadic programming and parafoveal processing occurred. We used the moving window paradigm to manipulate the amount of information readers could extract from the parafovea (the entire sentence or a 13-character window of text). Global, sentence-level analyses showed typical disruption to reading by the window, and under quiet conditions similar effects were observed at the target and post-target word in the local analyses. Standard and deviant sounds also produced clear distraction effects of differing magnitudes at the target and post-target words, though at both regions, these effects were qualified by interactions. Effects at the target word suggested that with sounds, readers engaged in less effective parafoveal processing than under quiet. Similar patterns of effects due to standard and deviant sounds, each with a different time course, occurred at the post-target word. We conclude that distraction via auditory deviation causes disruption to parafoveal processing during reading, with such effects being modulated by the degree to which a sound's characteristics are more or less unique.
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Affiliation(s)
- Laura Rettie
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
| | - John E Marsh
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
- Engineering Psychology, Humans and Technology, Department of Business Administration, Technology and Social Sciences, Luleå University of Technology, Luleå, Sweden
| | - Simon P Liversedge
- School of Psychology and Humanities, University of Central Lancashire, Preston, UK
| | - Mengsi Wang
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Federica Degno
- Department of Psychology, Bournemouth University, Poole, UK
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6
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Pan Y, Frisson S, Federmeier KD, Jensen O. Early parafoveal semantic integration in natural reading. eLife 2024; 12:RP91327. [PMID: 38968325 PMCID: PMC11226228 DOI: 10.7554/elife.91327] [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: 07/07/2024] Open
Abstract
Humans can read and comprehend text rapidly, implying that readers might process multiple words per fixation. However, the extent to which parafoveal words are previewed and integrated into the evolving sentence context remains disputed. We investigated parafoveal processing during natural reading by recording brain activity and eye movements using MEG and an eye tracker while participants silently read one-line sentences. The sentences contained an unpredictable target word that was either congruent or incongruent with the sentence context. To measure parafoveal processing, we flickered the target words at 60 Hz and measured the resulting brain responses (i.e. Rapid Invisible Frequency Tagging, RIFT) during fixations on the pre-target words. Our results revealed a significantly weaker tagging response for target words that were incongruent with the previous context compared to congruent ones, even within 100ms of fixating the word immediately preceding the target. This reduction in the RIFT response was also found to be predictive of individual reading speed. We conclude that semantic information is not only extracted from the parafovea but can also be integrated with the previous context before the word is fixated. This early and extensive parafoveal processing supports the rapid word processing required for natural reading. Our study suggests that theoretical frameworks of natural reading should incorporate the concept of deep parafoveal processing.
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Affiliation(s)
- Yali Pan
- Centre for Human Brain Health, School of Psychology, University of BirminghamBirminghamUnited Kingdom
| | - Steven Frisson
- Centre for Human Brain Health, School of Psychology, University of BirminghamBirminghamUnited Kingdom
| | - Kara D Federmeier
- Department of Psychology, Program in Neuroscience, and the Beckman Institute for Advanced Science and Technology, University of IllinoisChampaignUnited States
| | - Ole Jensen
- Centre for Human Brain Health, School of Psychology, University of BirminghamBirminghamUnited Kingdom
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7
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Esteve D, Perea M, Angele B, Kuperman V, Drieghe D. Individual differences in word skipping during reading in English as L2. Psychon Bull Rev 2024:10.3758/s13423-024-02529-w. [PMID: 38867033 DOI: 10.3758/s13423-024-02529-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2024] [Indexed: 06/14/2024]
Abstract
The Multilingual Eye-movement Corpus (MECO; Siegelman et al., 2022) contains data from unbalanced bilinguals reading in their first language (L1) for a variety of languages and in English as their second language (L2). We analyzed word skipping in L2 on the basis of five predictors consisting of the frequency and length of the word in L2 and three measures of individual differences. Besides the L2 proficiency of the participant, two novel measures were also constructed: the average amount of skipping in L1 across participants per language and whether an individual reader skips words often in their L1 compared with other L1 readers in the same language. Word skipping in L2 increased for short and high-frequency words, for participants with higher L2 proficiency, for readers whose L1 featured relatively high average skipping rates compared with the other languages, and especially for participants who skip more often in L1 than their peers. All three individual differences interacted with word length such that their influence was more pronounced for longer words. Our results show that readers prefer to maintain a certain level of word skipping resembling how they read in L1. Due to lower L2 than L1 proficiency in unbalanced bilinguals, word skipping in L2 would often be based on a comparatively less advanced stage in parafoveal word recognition.
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Affiliation(s)
- Diana Esteve
- Universitat de València, Valencia, Spain
- University of Cambridge, Cambridge, UK
| | - Manuel Perea
- Universitat de València, Valencia, Spain
- Universidad Nebrija, Madrid, Spain
| | - Bernhard Angele
- Universidad Nebrija, Madrid, Spain
- Bournemouth University, Poole, UK
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8
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Zhang L, Kang L, Chen W, Xie F, Warrington KL. Parafoveal Processing of Orthography, Phonology, and Semantics during Chinese Reading: Effects of Foveal Load. Brain Sci 2024; 14:512. [PMID: 38790490 PMCID: PMC11119660 DOI: 10.3390/brainsci14050512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/10/2024] [Accepted: 05/17/2024] [Indexed: 05/26/2024] Open
Abstract
The foveal load hypothesis assumes that the ease (or difficulty) of processing the currently fixated word in a sentence can influence processing of the upcoming word(s), such that parafoveal preview is reduced when foveal load is high. Recent investigations using pseudo-character previews reported an absence of foveal load effects in Chinese reading. Substantial Chinese studies to date provide some evidence to show that parafoveal words may be processed orthographically, phonologically, or semantically. However, it has not yet been established whether parafoveal processing is equivalent in terms of the type of parafoveal information extracted (orthographic, phonological, semantic) under different foveal load conditions. Accordingly, the present study investigated this issue with two experiments. Participants' eye movements were recorded as they read sentences in which foveal load was manipulated by placing a low- or high-frequency word N preceding a critical word. The preview validity of the upcoming word N + 1 was manipulated in Experiment 1, and word N + 2 in Experiment 2. The parafoveal preview was either identical to word N + 1(or word N + 2); orthographically related; phonologically related; semantically related; or an unrelated pseudo-character. The results showed robust main effects of frequency and preview type on both N + 1 and N + 2. Crucially, however, interactions between foveal load and preview type were absent, indicating that foveal load does not modulate the types of parafoveal information processed during Chinese reading.
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Affiliation(s)
- Lei Zhang
- Intelligent Laboratory of Child and Adolescent Mental Health and Crisis Intervention of Zhejiang Province, Zhejiang Normal University, Wucheng Distract, Jinhua 321004, China; (L.Z.); (L.K.); (W.C.)
- School of Psychology, Zhejiang Normal University, Wucheng District, Jinhua 321004, China
| | - Liangyue Kang
- Intelligent Laboratory of Child and Adolescent Mental Health and Crisis Intervention of Zhejiang Province, Zhejiang Normal University, Wucheng Distract, Jinhua 321004, China; (L.Z.); (L.K.); (W.C.)
- School of Psychology, Zhejiang Normal University, Wucheng District, Jinhua 321004, China
| | - Wanying Chen
- Intelligent Laboratory of Child and Adolescent Mental Health and Crisis Intervention of Zhejiang Province, Zhejiang Normal University, Wucheng Distract, Jinhua 321004, China; (L.Z.); (L.K.); (W.C.)
- School of Psychology, Zhejiang Normal University, Wucheng District, Jinhua 321004, China
| | - Fang Xie
- Intelligent Laboratory of Child and Adolescent Mental Health and Crisis Intervention of Zhejiang Province, Zhejiang Normal University, Wucheng Distract, Jinhua 321004, China; (L.Z.); (L.K.); (W.C.)
- School of Psychology, Zhejiang Normal University, Wucheng District, Jinhua 321004, China
| | - Kayleigh L. Warrington
- School of Psychology and Vision Sciences, University of Leicester, George Davies Centre, Lancaster Road, Leicester LE1 7HA, UK
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9
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Sun Y, Li S, Zhang Y, Wang J. Parafoveal Word Frequency Does Not Modulate the Effect of Foveal Load on Preview in Chinese Reading: Evidence from Eye Movements. Brain Sci 2024; 14:360. [PMID: 38672012 PMCID: PMC11047846 DOI: 10.3390/brainsci14040360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 03/29/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024] Open
Abstract
The foveal load effect is one of the most fundamental effects in reading psychology, and also one of the most controversial issues in recent years. The foveal load effect refers to the phenomenon that the difficulty of foveal processing affects parafoveal preview. In Chinese reading, whether the foveal load effect exists, as well as whether this effect is modulated by parafoveal word frequency, remains unclear. In this study, the eye-tracking technique was used to track the eye movements of 48 subjects. Utilized the boundary paradigm with single-character words as parafoveal words, the present study manipulated foveal word frequency (high and low), parafoveal word frequency (high and low), and two types of preview (identical preview and pseudocharacter preview) to investigate these questions. The results revealed that the foveal word frequency does not influence preview, suggesting the absence of the foveal load effect when using single-character words as parafoveal words. Furthermore, parafoveal word frequency does not modulate the effect of the foveal load on the preview. This empirical evidence contributes to refining the understanding of the Chinese reading model.
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Affiliation(s)
- Yue Sun
- Faculty of Psychology, Tianjin Normal University, Tianjin 300387, China;
| | - Sainan Li
- Tianjin Academy of Educational Sciences, Tianjin 300191, China;
| | - Yancui Zhang
- College of Humanities, Tianjin Agricultural University, Tianjin 300384, China;
| | - Jingxin Wang
- Faculty of Psychology, Tianjin Normal University, Tianjin 300387, China;
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10
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Chiu TY, Drieghe D. The role of visual crowding in eye movements during reading: Effects of text spacing. Atten Percept Psychophys 2023; 85:2834-2858. [PMID: 37821744 PMCID: PMC10600290 DOI: 10.3758/s13414-023-02787-1] [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: 09/05/2023] [Indexed: 10/13/2023]
Abstract
Visual crowding, generally defined as the deleterious influence of clutter on visual discrimination, is a form of inhibitory interaction between nearby objects. While the role of crowding in reading has been established in psychophysics research using rapid serial visual presentation (RSVP) paradigms, how crowding affects additional processes involved in natural reading, including parafoveal processing and saccade targeting, remains unclear. The current study investigated crowding effects on reading via two eye-tracking experiments. Experiment 1 was a sentence-reading experiment incorporating an eye-contingent boundary change in which reader's parafoveal processing was quantified through comparing reading times after valid or invalid information was presented in the parafovea. Letter spacing was jointly manipulated to compare how crowding affects parafoveal processing. Experiment 2 was a passage-reading experiment with a line spacing manipulation. In addition to replicating previously observed letter spacing effects on global reading parameters (i.e., more but shorter fixations with wider spacing), Experiment 1 found an interaction between preview validity and letter spacing indicating that the efficiency of parafoveal processing was constrained by crowding and visual acuity. Experiment 2 found reliable but subtle influences of line spacing. Participants had shorter fixation durations, higher skipping probabilities, and less accurate return sweeps when line spacing was increased. In addition to extending the literature on the role of crowding to reading in ecologically valid scenarios, the current results inform future research on characterizing the influence of crowding in natural reading and comparing effects of crowding across reader populations.
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Affiliation(s)
- Tzu-Yao Chiu
- School of Psychology, University of Southampton, Southampton, UK.
- Department of Psychology, The Ohio State University, 225 Psychology Building, 1835 Neil Avenue, Columbus, OH, 43210, USA.
| | - Denis Drieghe
- School of Psychology, University of Southampton, Southampton, UK
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11
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Yang J, Zhang T, Xue Y. Skipping the structural particle de () in reading Chinese: The role of word frequency and sentential fit. Q J Exp Psychol (Hove) 2023; 76:528-537. [PMID: 35360985 DOI: 10.1177/17470218221094315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Previous studies suggested that readers were more likely to skip a word when it was previewed by a very-high-frequency word, like "the" in English and "de ()" in Chinese, and they suggested that readers based skipping decisions on parafoveal word information rather than on sentence context. However, in these studies, the very-high-frequency preview word (the or de) was always implausible given the sentence context. It is an open question whether parafoveal word information interacts with sentence context to influence skipping decisions. Therefore, the current experiment orthogonally manipulated the preview information of the target character (identical or de preview) and the plausibility of de (plausible or implausible) to examine this question. The major results indicated that readers were more likely to skip the target character and made longer outgoing saccade length across the boundary in the de preview condition than in the identical preview condition. What is more important, the interaction between the plausibility of de and preview condition was significant: Readers' higher probability of skipping the target character and longer outgoing saccade length in the de preview condition than in the identical preview condition was only significant when de was plausible, suggesting that parafoveal word information and context information can act as a joint constraint on skipping decision in reading Chinese.
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Affiliation(s)
- Jinmian Yang
- Department of Psychology, Fudan University, Shanghai, China
| | - Tianyu Zhang
- Department of Psychology, Fudan University, Shanghai, China
| | - Yangxin Xue
- Department of Psychology, Fudan University, Shanghai, China
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12
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Knollman-Porter K, Bevelhimer A, Hux K, Wallace SE, Hughes MR, Brown JA. Eye Fixation Behaviors and Processing Time of People With Aphasia and Neurotypical Adults When Reading Narratives With and Without Text-to-Speech Support. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:276-295. [PMID: 36538505 DOI: 10.1044/2022_jslhr-22-00298] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
BACKGROUND Researchers have used eye-tracking technology to investigate eye movements in neurotypical adults (NAs) when reading. The technology can provide comparable information about people with aphasia (PWA). Eye fixations occurring when PWA do and do not have access to text-to-speech (TTS) technology are of interest because the support improves reading comprehension and decreases processing time for at least some PWA. AIMS This study's purpose was to examine forward, regressive, and off-track eye fixations when PWA and NAs read narratives in read-only (RO) and TTS conditions. A secondary aim was to examine the influence of eye fixations on processing time. METHOD AND PROCEDURE A Tobii Dynavox Pro Spectrum eye tracker recorded eye movements of nine PWA and nine NAs while reading narratives in two conditions. Movements of interest were forward fixations; within-word, within-sentence, and previous-sentence regressive fixations; and off-track fixations. OUTCOMES AND RESULTS PWA exhibited significantly more forward and regressive fixations in the RO than TTS condition, whereas NAs showed opposite behaviors. NAs had significantly more off-track fixations in the TTS than RO condition, whereas PWA exhibited no difference across conditions. PWA took significantly longer to process content in the RO condition, whereas NAs took longer in the TTS condition. CONCLUSIONS PWA and NAs differ in important ways when processing texts with and without TTS support. Examining eye-tracking data provides a means of gaining insight into the decoding and reading comprehension challenges of PWA and helps elucidate how assistive technology can mediate these challenges.
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Affiliation(s)
| | - Andrew Bevelhimer
- Department of Speech Pathology and Audiology, Miami University, Oxford, OH
| | | | - Sarah E Wallace
- Department of Communication Science and Disorders, University of Pittsburgh, PA
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13
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Shen M, Niu Z, Gao L, Li T, Wang D, Li S, Zeng M, Bai X, Gao X. Examining the extraction of parafoveal semantic information in Tibetan. PLoS One 2023; 18:e0281608. [PMID: 37011048 PMCID: PMC10069765 DOI: 10.1371/journal.pone.0281608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 01/26/2023] [Indexed: 04/05/2023] Open
Abstract
This study conducted two experiments to investigate the extraction of semantic preview information from the parafovea in Tibetan reading. In Experiment 1, a single-factor (preview type: identical vs. semantically related vs. unrelated) within-subject experimental design was used to investigate whether there is a parafoveal semantic preview effect (SPE) in Tibetan reading. Experiment 2 used a 2 (contextual constraint: high vs. low) × 3 (preview type: identical vs. semantically related vs. unrelated) within-subject experimental design to investigate the influence of contextual constraint on the parafoveal semantic preview effect in Tibetan reading. Supporting the E-Z reader model, the experimental results showed that in Tibetan reading, readers could not obtain semantic preview information from the parafovea, and contextual constraint did not influence this process. However, comparing high- and low-constrained contexts, the latter might be more conducive to extracting semantic preview information from the parafovea.
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Affiliation(s)
- Meng Shen
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Zibei Niu
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Lei Gao
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Tianzhi Li
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Danhui Wang
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Shan Li
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Man Zeng
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
| | - Xuejun Bai
- Key Research Base of Humanities and Social Sciences, Institute of Psychology and Behavior, Tianjin Normal University, Tianjin, China
| | - Xiaolei Gao
- Plateau Brain Science Research Center, Tibet University, Lhasa, China
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14
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Preview frequency effects in reading: evidence from Chinese. PSYCHOLOGICAL RESEARCH 2022; 86:2256-2265. [PMID: 35083499 DOI: 10.1007/s00426-021-01628-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 12/05/2021] [Indexed: 10/19/2022]
Abstract
Studies about sentence reading have shown that visual and lexical information beyond the currently fixated word can be integrated across fixations. The gaze-contingent boundary paradigm has been used widely to explore the extent to which parafoveal information can be processed before a word is fixated on. However, a critical review of the current literature suggests that unrelated mask previews are an unlikely baseline control with zero lexical activation, blurring the nature of experimental effects observed in the paradigm. The present study, therefore, aimed at shedding light on the effect of parafoveal mask properties through a manipulation of preview word frequency. Low-frequency preview words that are unrelated to target words elicited a larger interference than high-frequency preview words. We discuss implications of the preview frequency effect for computational models of eye-movement control in reading.
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15
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Hermena EW, Bouamama S, Liversedge SP, Drieghe D. Does diacritics-based lexical disambiguation modulate word frequency, length, and predictability effects? An eye-movements investigation of processing Arabic diacritics. PLoS One 2021; 16:e0259987. [PMID: 34780557 PMCID: PMC8592420 DOI: 10.1371/journal.pone.0259987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 10/29/2021] [Indexed: 12/03/2022] Open
Abstract
In Arabic, a predominantly consonantal script that features a high incidence of lexical ambiguity (heterophonic homographs), glyph-like marks called diacritics supply vowel information that clarifies how each consonant should be pronounced, and thereby disambiguate the pronunciation of consonantal strings. Diacritics are typically omitted from print except in situations where a particular homograph is not sufficiently disambiguated by the surrounding context. In three experiments we investigated whether the presence of disambiguating diacritics on target homographs modulates word frequency, length, and predictability effects during reading. In all experiments, the subordinate representation of the target homographs was instantiated by the diacritics (in the diacritized conditions), and by the context subsequent to the target homographs. The results replicated the effects of word frequency (Experiment 1), word length (Experiment 2), and predictability (Experiment 3). However, there was no evidence that diacritics-based disambiguation modulated these effects in the current study. Rather, diacritized targets in all experiments attracted longer first pass and later (go past and/or total fixation count) processing. These costs are suggested to be a manifestation of the subordinate bias effect. Furthermore, in all experiments, the diacritics-based disambiguation facilitated later sentence processing, relative to when the diacritics were absent. The reported findings expand existing knowledge about processing of diacritics, their contribution towards lexical ambiguity resolution, and sentence processing.
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Affiliation(s)
- Ehab W. Hermena
- Cognition and Neuroscience Research Laboratory, Department of Psychology, College of Natural and Health Sciences, Zayed University, Dubai, United Arab Emirates
- * E-mail:
| | - Sana Bouamama
- Centre for Perception and Cognition, Psychology, University of Southampton, Southampton, United Kingdom
| | - Simon P. Liversedge
- Perception, Cognition, and Neuroscience Group, School of Psychology, University of Central Lancashire, Preston, United Kingdom
| | - Denis Drieghe
- Centre for Perception and Cognition, Psychology, University of Southampton, Southampton, United Kingdom
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16
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Eskenazi MA, Kemp P, Folk JR. Word skipping during the lexical acquisition process. Q J Exp Psychol (Hove) 2020; 74:548-558. [PMID: 33135575 DOI: 10.1177/1747021820967292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
During reading, most words are identified in the fovea through a direct fixation; however, readers also identify some words in the parafovea without directly fixating them. This word skipping process is influenced by many lexical and visual factors including word length, launch position, frequency, and predictability. Although these factors are well understood, there is some disagreement about the process that leads to word skipping and the degree to which skipped words are processed. The purpose of this study was to investigate the word skipping process when readers are exposed to novel words in an incidental lexical acquisition paradigm. Participants read 18 three-letter novel words (i.e., pru, cho) in three different informative contexts each while their eye movements were monitored. They then completed a surprise test of their orthographic and semantic acquisition and a spelling skill assessment. Mixed-effects models indicated that participants learned spellings and meanings of words at the same rate regardless of the number of times that they were skipped. However, word skipping rates increased across the three exposures and reading times decreased. Results indicate that readers appear to process skipped words to the same degree as fixated words. However, this may be due to a more cautious skipping process used during lexical acquisition of unfamiliar words compared to processing of already known words.
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Affiliation(s)
| | - Paige Kemp
- Department of Psychology, Stetson University, DeLand, FL, USA
| | - Jocelyn R Folk
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
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17
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Vasilev MR, Yates M, Prueitt E, Slattery TJ. Parafoveal degradation during reading reduces preview costs only when it is not perceptually distinct. Q J Exp Psychol (Hove) 2020; 74:254-276. [PMID: 32988313 PMCID: PMC8044602 DOI: 10.1177/1747021820959661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
There is a growing understanding that the parafoveal preview effect during reading may represent a combination of preview benefits and preview costs due to interference from parafoveal masks. It has been suggested that visually degrading the parafoveal masks may reduce their costs, but adult readers were later shown to be highly sensitive to degraded display changes. Four experiments examined how preview benefits and preview costs are influenced by the perception of distinct parafoveal degradation at the target word location. Participants read sentences with four preview types (identity, orthographic, phonological, and letter-mask preview) and two levels of visual degradation (0% vs. 20%). The distinctiveness of the target word degradation was either eliminated by degrading all words in the sentence (Experiments 1a–2a) or remained present, as in previous research (Experiments 1b–2b). Degrading the letter masks resulted in a reduction in preview costs, but only when all words in the sentence were degraded. When degradation at the target word location was perceptually distinct, it induced costs of its own, even for orthographically and phonologically related previews. These results confirm previous reports that traditional parafoveal masks introduce preview costs that overestimate the size of the true benefit. However, they also show that parafoveal degradation has the unintended consequence of introducing additional costs when participants are aware of distinct degradation on the target word. Parafoveal degradation appears to be easily perceived and may temporarily orient attention away from the reading task, thus delaying word processing.
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Affiliation(s)
| | - Mark Yates
- Department of Psychology, University of South Alabama, Mobile, AL, USA
| | - Ethan Prueitt
- Department of Psychology, University of South Alabama, Mobile, AL, USA
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18
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Ahn D, Abbott MJ, Rayner K, Ferreira VS, Gollan TH. Minimal Overlap in Language Control Across Production And Comprehension: Evidence from Read-Aloud Versus Eye-Tracking Tasks. JOURNAL OF NEUROLINGUISTICS 2020; 54:100885. [PMID: 32189830 PMCID: PMC7079762 DOI: 10.1016/j.jneuroling.2019.100885] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bilinguals are remarkable at language control-switching between languages only when they want. However, language control in production can involve switch costs. That is, switching to another language takes longer than staying in the same language. Moreover, bilinguals sometimes produce language intrusion errors, mistakenly producing words in an unintended language (e.g., Spanish-English bilinguals saying "pero" instead of "but"). Switch costs are also found in comprehension. For example, reading times are longer when bilinguals read sentences with language switches compared to sentences with no language switches. Given that both production and comprehension involve switch costs, some language-control mechanisms might be shared across modalities. To test this, we compared language switch costs found in eye-movement measures during silent sentence reading (comprehension) and intrusion errors produced when reading aloud switched words in mixed-language paragraphs (production). Bilinguals who made more intrusion errors during the read-aloud task did not show different switch cost patterns in most measures in the silent-reading task, except on skipping rates. We suggest that language switching is mostly controlled by separate, modality-specific processes in production and comprehension, although some points of overlap might indicate the role of domain general control and how it can influence individual differences in bilingual language control.
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19
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The influence of foveal processing load on parafoveal preview of fast and slow readers during Chinese reading. ACTA PSYCHOLOGICA SINICA 2020. [DOI: 10.3724/sp.j.1041.2020.00933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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20
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Duan Y, Bicknell K. A Rational Model of Word Skipping in Reading: Ideal Integration of Visual and Linguistic Information. Top Cogn Sci 2019; 12:387-401. [PMID: 31823454 DOI: 10.1111/tops.12485] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Accepted: 11/11/2019] [Indexed: 11/30/2022]
Abstract
Readers intentionally do not fixate some words, thought to be those they have already identified. In a rational model of reading, these word skipping decisions should be complex functions of the particular word, linguistic context, and visual information available. In contrast, heuristic models of reading only predict additive effects of word and context features. Here we test these predictions by implementing a rational model with Bayesian inference and predicting human skipping with the entropy of this model's posterior distribution. Results showed a significant effect of the entropy in predicting skipping above a strong baseline model including word and context features. This pattern held for entropy measures from rational models with a frequency prior but not from models with a 5-gram prior. These results suggest complex interactions between visual input and linguistic knowledge as predicted by the rational model of reading, and a dominant role of frequency in making skipping decisions.
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Affiliation(s)
- Yunyan Duan
- Department of Linguistics, Northwestern University
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21
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Zhang M, Liversedge SP, Bai X, Yan G, Zang C. The influence of foveal lexical processing load on parafoveal preview and saccadic targeting during Chinese reading. J Exp Psychol Hum Percept Perform 2019; 45:812-825. [PMID: 31120302 PMCID: PMC6532562 DOI: 10.1037/xhp0000644] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Whether increased foveal load causes a reduction of parafoveal processing remains equivocal. The present study examined foveal load effects on parafoveal processing in natural Chinese reading. Parafoveal preview of a single-character parafoveal target word was manipulated by using the boundary paradigm (Rayner, 1975; pseudocharacter or identity previews) under high foveal load (low-frequency pretarget word) compared with low foveal load (high-frequency pretarget word) conditions. Despite an effective manipulation of foveal processing load, we obtained no evidence of any modulatory influence on parafoveal processing in first-pass reading times. However, our results clearly showed that saccadic targeting, in relation to forward saccade length from the pretarget word and in relation to target word skipping, was influenced by foveal load and this influence occurred independent of parafoveal preview. Given the optimal experimental conditions, these results provide very strong evidence that preview benefit is not modulated by foveal lexical load during Chinese reading. The findings of the present study show that foveal processing load, as manipulated through lexical frequency, has no modulatory influence on preview benefit for the subsequent word in a sentence during natural Chinese reading. Foveal processing difficulty does, however, influence saccades that determine where the eyes fixate next, and this influence occurs regardless of preview benefit for the following word. These results pertain directly to the Foveal Load Hypothesis that has received significant scrutiny in recent years. They also directly inform current understanding of the complexities of the relationship between the oculomotor control system that is responsible for positioning the point of fixation during reading and the complex cognitive processes that occur during written Chinese language comprehension.
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Affiliation(s)
- Manman Zhang
- Academy of Psychology and Behavior, Tianjin Normal University
| | | | - Xuejun Bai
- Academy of Psychology and Behavior, Tianjin Normal University
| | - Guoli Yan
- Academy of Psychology and Behavior, Tianjin Normal University
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22
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Albrengues C, Lavigne F, Aguilar C, Castet E, Vitu F. Linguistic processes do not beat visuo-motor constraints, but they modulate where the eyes move regardless of word boundaries: Evidence against top-down word-based eye-movement control during reading. PLoS One 2019; 14:e0219666. [PMID: 31329614 PMCID: PMC6645505 DOI: 10.1371/journal.pone.0219666] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 06/29/2019] [Indexed: 11/18/2022] Open
Abstract
Where readers move their eyes, while proceeding forward along lines of text, has long been assumed to be determined in a top-down word-based manner. According to this classical view, readers of alphabetic languages would invariably program their saccades towards the center of peripheral target words, as selected based on the (expected) needs of ongoing (word-identification) processing, and the variability in within-word landing positions would exclusively result from systematic and random errors. Here we put this predominant hypothesis to a strong test by estimating the respective influences of language-related variables (word frequency and word predictability) and lower-level visuo-motor factors (word length and saccadic launch-site distance to the beginning of words) on both word-skipping likelihood and within-word landing positions. Our eye-movement data were collected while forty participants read 316 pairs of sentences, that differed only by one word, the prime; this was either semantically related or unrelated to a following test word of variable frequency and length. We found that low-level visuo-motor variables largely predominated in determining which word would be fixated next, and where in a word the eye would land. In comparison, language-related variables only had tiny influences. Yet, linguistic variables affected both the likelihood of word skipping and within-word initial landing positions, all depending on the words’ length and how far on average the eye landed from the word boundaries, but pending the word could benefit from peripheral preview. These findings provide a strong case against the predominant word-based account of eye-movement guidance during reading, by showing that saccades are primarily driven by low-level visuo-motor processes, regardless of word boundaries, while being overall subject to subtle, one-off, language-based modulations. Our results also suggest that overall distributions of saccades’ landing positions, instead of truncated within-word landing-site distributions, should be used for a better understanding of eye-movement guidance during reading.
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Affiliation(s)
- Claire Albrengues
- Université Côte d’Azur, CNRS, BCL (Bases, Corpus, Langage), Nice, France
| | - Frédéric Lavigne
- Université Côte d’Azur, CNRS, BCL (Bases, Corpus, Langage), Nice, France
| | | | - Eric Castet
- Aix-Marseille Univ, CNRS, LPC (Laboratoire de Psychologie Cognitive), Fédération de Recherche 3C, Marseille, France
| | - Françoise Vitu
- Aix-Marseille Univ, CNRS, LPC (Laboratoire de Psychologie Cognitive), Fédération de Recherche 3C, Marseille, France
- * E-mail:
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23
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Zang C, Du H, Bai X, Yan G, Liversedge SP. Word skipping in Chinese reading: The role of high-frequency preview and syntactic felicity. J Exp Psychol Learn Mem Cogn 2019; 46:603-620. [PMID: 31246059 PMCID: PMC7115127 DOI: 10.1037/xlm0000738] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Two experiments are reported to investigate whether Chinese readers skip a high-frequency preview word without taking the syntax of the sentence context into account. In Experiment 1, we manipulated target word syntactic category, frequency, and preview using the boundary paradigm (Rayner, 1975). For high-frequency verb targets, there were identity and pseudocharacter previews alongside a low-frequency noun preview. For low-frequency verb targets, there were identity and pseudocharacter previews alongside a high-frequency noun preview. Results showed that for high-frequency targets, skipping rates were higher for identical previews compared with the syntactically infelicitous alternative low-frequency preview and pseudocharacter previews, however for low-frequency targets, skipping rates were higher for high-frequency previews (even when they were syntactically infelicitous) compared with the other 2 previews. Furthermore, readers were more likely to skip the target when they had a high-frequency, syntactically felicitous preview compared to a high-frequency, syntactically infelicitous preview. The pattern of felicity effects was statistically robust when readers launched saccades from near the target. In Experiment 2, we assessed whether display change awareness influenced the patterns of results in Experiment 1. Results showed that the overall patterns held in Experiment 2 regardless of some readers being more likely to be aware of the display change than others. These results suggest that decisions to skip a word in Chinese reading are primarily based on parafoveal word familiarity, though the syntactic felicity of a parafoveal word also exerts a robust influence for high-frequency previews.
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Affiliation(s)
| | - Hong Du
- Academy of Psychology and Behavior
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24
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Spill the load: Mixed evidence for a foveal load effect, reliable evidence for a spillover effect in eye-movement control during reading. Atten Percept Psychophys 2019; 81:1442-1453. [PMID: 30843176 PMCID: PMC6647363 DOI: 10.3758/s13414-019-01689-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
It has been hypothesized that the processing difficulty of the fixated word (i.e., "foveal load") modulates the amount of parafoveal preprocessing of the next word. Evidence for the hypothesis has been provided by the application of parafoveal masks within the boundary paradigm. Other studies that applied alternative means of manipulating the parafoveal preview (i.e., visual degradation) could not replicate the effect of foveal load. The present study examined the effect of foveal load by directly comparing the application of parafoveal masks (Exp. 1) with the alternative manipulation of visually degrading the parafoveal preview (Exp. 2) in adult readers. Contrary to expectation, we did not find the foveal-load interaction in the first experiment with traditional letter masks. We did, however, find the expected interaction in the second experiment with visually degraded previews. Both experiments revealed a spillover effect indicating that the processing of a word is not (always) fully completed when the reader already fixates the next word (i.e., processing "spills over" to the next word). The implications for models of eye-movement control in reading are discussed.
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25
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Kuperman V, Matsuki K, Van Dyke JA. Contributions of reader- and text-level characteristics to eye-movement patterns during passage reading. J Exp Psychol Learn Mem Cogn 2018; 44:1687-1713. [PMID: 30024266 PMCID: PMC6234076 DOI: 10.1037/xlm0000547] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The present research presents a novel method for investigating how characteristics of texts (words, sentences, and passages) and individuals (verbal and general cognitive skills) jointly influence eye-movement patterns over the time-course of reading, as well as comprehension accuracy. Fifty-one proficient readers read passages of varying complexity from the Gray Oral Reading Test, while their eye-movements were recorded. Participants also completed a large battery of tests assessing various components of reading comprehension ability (vocabulary size, decoding, phonological awareness, and experience with print), as well as general cognitive and executive skills. We used the Random Forests nonparametric regression technique to simultaneously estimate relative importance of all predictors. This method enabled us to trace the temporal engagement of individual predictors and entire predictor groups on eye-movements during reading, while avoiding the problems of model overfitting and collinearity, typical of parametric regression methods. Our findings both confirmed well-established results of prior research and pointed to a space of hypotheses that is as yet unexplored. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
- Victor Kuperman
- Department of Linguistics and Languages, McMaster University
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26
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Abstract
During reading, information is extracted from upcoming words to the right of the currently fixated word, which facilitates recognition of those words when they are later fixated. According to the foveal load hypothesis (Henderson & Ferreira, 1990), this parafoveal preview benefit depends on how difficult the currently fixated word is to recognize. Furthermore, there is evidence that the influence of lexical variables (frequency and predictability) on word processing changes when no preview of that word is available. The present study reports two moving-window experiments in which the upcoming word to the right of fixation was either included in or excluded from the window. Through this manipulation, accurate parafoveal information was either available or not for each word in the paragraph. Two critical interactions between preview condition and lexical variables were observed. First, the word frequency at word N was found to be the primary influence on the amount of preview benefit obtained at word N+1, consistent with the foveal load hypothesis. Second, denial of preview eliminated the word predictability effect. These findings have implications for models of eye movement control in reading.
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27
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Lowder MW, Choi W, Ferreira F, Henderson JM. Lexical Predictability During Natural Reading: Effects of Surprisal and Entropy Reduction. Cogn Sci 2018; 42 Suppl 4:1166-1183. [PMID: 29442360 PMCID: PMC5988918 DOI: 10.1111/cogs.12597] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 01/05/2018] [Accepted: 01/18/2018] [Indexed: 11/28/2022]
Abstract
What are the effects of word-by-word predictability on sentence processing times during the natural reading of a text? Although information complexity metrics such as surprisal and entropy reduction have been useful in addressing this question, these metrics tend to be estimated using computational language models, which require some degree of commitment to a particular theory of language processing. Taking a different approach, this study implemented a large-scale cumulative cloze task to collect word-by-word predictability data for 40 passages and compute surprisal and entropy reduction values in a theory-neutral manner. A separate group of participants read the same texts while their eye movements were recorded. Results showed that increases in surprisal and entropy reduction were both associated with increases in reading times. Furthermore, these effects did not depend on the global difficulty of the text. The findings suggest that surprisal and entropy reduction independently contribute to variation in reading times, as these metrics seem to capture different aspects of lexical predictability.
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Affiliation(s)
| | - Wonil Choi
- Division of Liberal Arts and Sciences, GIST College, South Korea
| | - Fernanda Ferreira
- Department of Psychology and Center for Mind and Brain, University of California, Davis
| | - John M. Henderson
- Department of Psychology and Center for Mind and Brain, University of California, Davis
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28
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Getting ahead of yourself: Parafoveal word expectancy modulates the N400 during sentence reading. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2018; 17:475-490. [PMID: 28101830 DOI: 10.3758/s13415-016-0492-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
An important question in the reading literature regards the nature of the semantic information readers can extract from the parafovea (i.e., the next word in a sentence). Recent eye-tracking findings have found a semantic parafoveal preview benefit under many circumstances, and findings from event-related brain potentials (ERPs) also suggest that readers can at least detect semantic anomalies parafoveally (Barber, Van der Meij, & Kutas, Psychophysiology, 50(1), 48-59, 2013). We use ERPs to ask whether fine-grained aspects of semantic expectancy can affect the N400 elicited by a word appearing in the parafovea. In an RSVP-with-flankers paradigm, sentences were presented word by word, flanked 2° bilaterally by the previous and upcoming words. Stimuli consisted of high constraint sentences that were identical up to the target word, which could be expected, unexpected but plausible, or anomalous, as well as low constraint sentences that were always completed with the most expected ending. Findings revealed an N400 effect to the target word when it appeared in the parafovea, which was graded with respect to the target's expectancy and congruency within the sentence context. Furthermore, when targets appeared at central fixation, this graded congruency effect was mitigated, suggesting that the semantic information gleaned from parafoveal vision functionally changes the semantic processing of those words when foveated.
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29
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Parafoveal preview effects from word N + 1 and word N + 2 during reading: A critical review and Bayesian meta-analysis. Psychon Bull Rev 2018; 24:666-689. [PMID: 27576520 DOI: 10.3758/s13423-016-1147-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The use of gaze-contingent display techniques to study reading has shown that readers attend not only the currently fixated word, but also the word to the right of the current fixation. However, a critical look at the literature shows that a number of questions cannot be readily answered from the available literature reviews on the topic. First, there is no consensus as to whether readers also attend the second word to the right of fixation. Second, it is not clear whether parafoveal processing is more efficient in languages such as Chinese. Third, it is not well understood whether the measured effects are confounded by the properties of the parafoveal mask. In the present study, we addressed these issues by performing a Bayesian meta-analysis of 93 experiments that used the boundary paradigm (Rayner, Cognitive Psychology, 7, 65-81. doi: 10.1016/0010-028590005-5 , 1975). We describe three main findings: (1) The advantage of previewing the second word to the right is modest in size and likely is not centered on zero; (2) Chinese readers do seem to make more efficient use of parafoveal processing, but this is mostly evident in gaze durations; and (3) there are interference effects associated with using different parafoveal masks that roughly increase when the mask is less word-like.
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30
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Slattery TJ, Yates M. Word skipping: Effects of word length, predictability, spelling and reading skill. Q J Exp Psychol (Hove) 2018; 71:250-259. [PMID: 28856970 PMCID: PMC6159777 DOI: 10.1080/17470218.2017.1310264] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Readers’ eyes often skip over words as they read. Skipping rates are largely
determined by word length; short words are skipped more than long words.
However, the predictability of a word in context also impacts skipping rates.
Rayner, Slattery, Drieghe and Liversedge reported an effect of predictability on
word skipping for even long words (10-13 characters) that extend beyond the word
identification span. Recent research suggests that better readers and spellers
have an enhanced perceptual span. We explored that whether reading and spelling
skill interact with word length and predictability to impact word skipping rates
in a large sample (N = 92) of average and poor adult readers.
Participants read the items from Rayner et al., while their eye movements were
recorded. Spelling skill (zSpell) was assessed using the dictation and
recognition tasks developed by Sally Andrews and colleagues. Reading skill
(zRead) was assessed from reading speed (words per minute) and comprehension
accuracy of three 120 word passages each with 10 comprehension questions. We fit
linear mixed models to the target gaze duration data and generalized linear
mixed models to the target word skipping data. Target word gaze durations were
significantly predicted by zRead, while the skipping likelihoods were
significantly predicted by zSpell. Additionally, for gaze durations, zRead
significantly interacted with word predictability as better readers relied less
on context to support word processing. These effects are discussed in relation
to the lexical quality hypothesis and eye movement models of reading.
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Affiliation(s)
| | - Mark Yates
- Psychology Department, University of South Alabama, Mobile, AL, USA
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31
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Abstract
An ongoing debate in Chinese psycholinguistics is whether subject-relative clauses or object-relative clauses are more difficult to process. The current study asks what happens when structure and plausibility are pitted against each other in Chinese relative clause processing. Chinese relative clause structures and semantic plausibility were manipulated to create both plausible and implausible versions of subject- and object-relative clauses. This method has been used in other languages (e.g., English) to elicit thematic role reversal comprehension errors. Importantly, these errors—as well as online processing difficulties—are especially frequent in implausible versions of dispreferred (noncanoncial) structures. If one relative clause structure in Chinese is highly dispreferred, the structural factor and plausibility factor should interact additively. If, however, the structures are relatively equally difficult to process, then there should be only a main effect of plausibility. Sentence reading times as well as analyses on lexical interest areas revealed that Chinese readers used plausibility information almost exclusively when reading the sentences. Relative clause structure had no online effect and small but consistent offline effects. Taken together, the results support a slight preference in offline comprehension for Chinese subject-relative clauses, as well as a central role for semantic plausibility, which appears to be the dominant factor in online processing and a strong determinant of offline comprehension.
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32
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Sereno SC, Hand CJ, Shahid A, Yao B, O'Donnell PJ. Testing the limits of contextual constraint: Interactions with word frequency and parafoveal preview during fluent reading. Q J Exp Psychol (Hove) 2018; 71:302-313. [PMID: 28481189 PMCID: PMC6159772 DOI: 10.1080/17470218.2017.1327981] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 02/28/2017] [Accepted: 04/24/2017] [Indexed: 10/26/2022]
Abstract
Contextual constraint is a key factor affecting a word's fixation duration and its likelihood of being fixated during reading. Previous research has generally demonstrated additive effects of predictability and frequency in fixation times. Studies examining the role of parafoveal preview have shown that greater preview benefit is obtained from more predictable and higher frequency words versus less predictable and lower frequency words. In two experiments, we investigated effects of target word predictability, frequency and parafoveal preview. A 3 (Predictability: low, medium, high) × 2 (Frequency: low, high) design was used with Preview (valid, invalid) manipulated between experiments. With valid previews, we found main effects of Predictability and Frequency in both fixation time and fixation probability measures, including an interaction in early fixation measures. With invalid preview, we again found main effects of Predictability and Frequency in fixation times, but no evidence of an interaction. Fixation probability showed a weak Predictability effect and Predictability-Frequency interaction. Predictability interacted with Preview in early fixation time and fixation probability measures. Our findings suggest that high levels of contextual constraint exert an early influence during lexical processing in reading. Results are discussed in terms of models of language processing and eye movement control.
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Affiliation(s)
- Sara C Sereno
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
- School of Psychology, University of Glasgow, Glasgow, UK
| | - Christopher J Hand
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
| | - Aisha Shahid
- School of Psychology, University of Glasgow, Glasgow, UK
| | - Bo Yao
- Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, UK
| | - Patrick J O'Donnell
- School of Psychology, University of Glasgow, Glasgow, UK
- We are deeply saddened to report that Patrick J. O'Donnell passed away in April 2016
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DeDe G. Effects of Lexical Variables on Silent Reading Comprehension in Individuals With Aphasia: Evidence From Eye Tracking. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2017; 60:2589-2602. [PMID: 28863409 PMCID: PMC5831621 DOI: 10.1044/2017_jslhr-l-16-0045] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 08/08/2016] [Accepted: 02/07/2017] [Indexed: 06/07/2023]
Abstract
PURPOSE Previous eye-tracking research has suggested that individuals with aphasia (IWA) do not assign syntactic structure on their first pass through a sentence during silent reading comprehension. The purpose of the present study was to investigate the time course with which lexical variables affect silent reading comprehension in IWA. Three lexical variables were investigated: word frequency, word class, and word length. METHODS IWA and control participants without brain damage participated in the experiment. Participants read sentences while a camera tracked their eye movements. RESULTS IWA showed effects of word class, word length, and word frequency that were similar to or greater than those observed in controls. CONCLUSIONS IWA showed sensitivity to lexical variables on the first pass through the sentence. The results are consistent with the view that IWA focus on lexical access on their first pass through a sentence and then work to build syntactic structure on subsequent passes. In addition, IWA showed very long rereading times and low skipping rates overall, which may contribute to some of the group differences in reading comprehension.
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Affiliation(s)
- Gayle DeDe
- Department of Communication Sciences and Disorders, Temple University, Philadelphia, PA
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Parker AJ, Kirkby JA, Slattery TJ. Predictability effects during reading in the absence of parafoveal preview. JOURNAL OF COGNITIVE PSYCHOLOGY 2017. [DOI: 10.1080/20445911.2017.1340303] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Adam J. Parker
- Department of Psychology, Bournemouth University, Dorset, UK
| | - Julie A. Kirkby
- Department of Psychology, Bournemouth University, Dorset, UK
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Abstract
Many studies in reading have shown the enhancing effect of context on the
processing of a word before it is directly fixated (parafoveal processing of
words). Here, we examined whether scene context influences the parafoveal
processing of objects and enhances the extraction of object information. Using a
modified boundary paradigm called the Dot-Boundary paradigm, participants
fixated on a suddenly onsetting cue before the preview object would onset 4°
away. The preview object could be identical to the target, visually similar,
visually dissimilar or a control (black rectangle). The preview changed to the
target object once a saccade toward the object was made. Critically, the objects
were presented on either a consistent or an inconsistent scene background.
Results revealed that there was a greater processing benefit for consistent than
inconsistent scene backgrounds and that identical and visually similar previews
produced greater processing benefits than other previews. In the second
experiment, we added an additional context condition in which the target
location was inconsistent, but the scene semantics remained consistent. We found
that changing the location of the target object disrupted the processing benefit
derived from the consistent context. Most importantly, across both experiments,
the effect of preview was not enhanced by scene context. Thus, preview
information and scene context appear to independently boost the parafoveal
processing of objects without any interaction from object–scene congruency.
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Affiliation(s)
| | - Effie J Pereira
- Department of Psychology, McGill University, Kingston, ON, Canada
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36
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Li N, Wang S, Mo L, Kliegl R. Contextual Constraint and Preview Time Modulate the Semantic Preview Effect: Evidence from Chinese Sentence Reading. Q J Exp Psychol (Hove) 2017; 71:1-32. [PMID: 28332924 DOI: 10.1080/17470218.2017.1310914] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Word recognition in sentence reading is influenced by information from both preview and context. Recently, semantic preview effect (SPE) was observed being modulated by the constraint of context, indicating that context might accelerate the processing of semantically related preview words. Besides, SPE was found to depend on preview time, which suggests SPE may change with different processing stages of preview words. Therefore it raises the question of whether preview-time-dependent SPE would be modulated by contextual constraint. In the current study, we investigated the impact of contextual constraint on SPE in Chinese reading, but also examined its dependency on preview time. The preview word and the target word were identical, semantically related, or unrelated to the target word. The results showed a significant three-way interaction: The SPE depended on contextual constraint and preview time. In separate analyses for low and high contextual constraint of target words, the SPE significantly decreased with an increase in preview duration when the target word was of low constraint in the sentence. The effect was numerically in the same direction, but weaker and statistically non-significant when the target word was highly constrained in the sentence. The results indicate that word processing in sentences is a dynamic process of integrating information from both preview (bottom up) and context (top down).
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Affiliation(s)
- Nan Li
- a Guangdong Key Laboratory of Mental Health and Cognitive Science , South China Normal University , Guangzhou 510631 , P. R. China
- b Center for Studies of Psychological Application , South China Normal University
- c School of Psychology , South China Normal University
| | - Suiping Wang
- a Guangdong Key Laboratory of Mental Health and Cognitive Science , South China Normal University , Guangzhou 510631 , P. R. China
- b Center for Studies of Psychological Application , South China Normal University
- c School of Psychology , South China Normal University
| | - Luxi Mo
- a Guangdong Key Laboratory of Mental Health and Cognitive Science , South China Normal University , Guangzhou 510631 , P. R. China
- b Center for Studies of Psychological Application , South China Normal University
- c School of Psychology , South China Normal University
| | - Reinhold Kliegl
- d Department of Psychology , University of Potsdam , Germany
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Schotter ER, Jia A. Semantic and plausibility preview benefit effects in English: Evidence from eye movements. J Exp Psychol Learn Mem Cogn 2016; 42:1839-1866. [PMID: 27123754 PMCID: PMC5085893 DOI: 10.1037/xlm0000281] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Theories of preview benefit in reading hinge on integration across saccades and the idea that preview benefit is greater the more similar the preview and target are. Schotter (2013) reported preview benefit from a synonymous preview, but it is unclear whether this effect occurs because of similarity between the preview and target (i.e., integration), or because of contextual fit of the preview-synonyms satisfy both accounts. Studies in Chinese have found evidence for preview benefit for words that are unrelated to the target, but are contextually plausible (Yang, Li, Wang, Slattery, & Rayner, 2014; Yang, Wang, Tong, & Rayner, 2012), which is incompatible with an integration account but supports a contextual fit account. Here, we used plausible and implausible unrelated previews in addition to plausible synonym, antonym, and identical previews to further investigate these accounts for readers of English. Early reading measures were shorter for all plausible preview conditions compared to the implausible preview condition. In later reading measures, a benefit for the plausible unrelated preview condition was not observed. In a second experiment, we asked questions that probed whether the reader encoded the preview or target. Readers were more likely to report the preview when they had skipped the word and not regressed to it, and when the preview was plausible. Thus, under certain circumstances, the preview word is processed to a high level of representation (i.e., semantic plausibility) regardless of its relationship to the target, but its influence on reading is relatively short-lived, being replaced by the target word, when fixated. (PsycINFO Database Record
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Affiliation(s)
| | - Annie Jia
- Department of Psychology, University of California, San Diego
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38
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Payne BR, Stites MC, Federmeier KD. Out of the corner of my eye: Foveal semantic load modulates parafoveal processing in reading. J Exp Psychol Hum Percept Perform 2016; 42:1839-1857. [PMID: 27428778 PMCID: PMC5083148 DOI: 10.1037/xhp0000253] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In 2 experiments, we examined the impact of foveal semantic expectancy and congruity on parafoveal word processing during reading. Experiment 1 utilized an eye-tracking gaze-contingent display change paradigm, and Experiment 2 measured event-related brain potentials (ERPs) in a modified flanker rapid serial visual presentation (RSVP) paradigm. Eye-tracking and ERP data converged to reveal graded effects of foveal load on parafoveal processing. In Experiment 1, when word n was highly expected, and thus foveal load was low, there was a large parafoveal preview benefit to word n + 1. When word n was unexpected but still plausible, preview benefits to n + 1 were reduced in magnitude, and when word n was semantically incongruent, the preview benefit to n + 1 was unreliable in early pass measures. In Experiment 2, ERPs indicated that when word n was expected, and thus foveal load was low, readers successfully discriminated between valid and orthographically invalid previews during parafoveal perception. However, when word n was unexpected, parafoveal processing of n + 1 was reduced, and it was eliminated when word n was semantically incongruent. Taken together, these findings suggest that sentential context modulates the allocation of attention in the parafovea, such that covert allocation of attention to parafoveal processing is disrupted when foveal words are inconsistent with expectations based on various contextual constraints. (PsycINFO Database Record
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Affiliation(s)
- Brennan R Payne
- Department of Psychology, Neuroscience Program, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign
| | - Mallory C Stites
- Department of Psychology, Neuroscience Program, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign
| | - Kara D Federmeier
- Department of Psychology, Neuroscience Program, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign
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39
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Veldre A, Andrews S. Parafoveal preview effects depend on both preview plausibility and target predictability. Q J Exp Psychol (Hove) 2016; 71:1-12. [PMID: 27734767 DOI: 10.1080/17470218.2016.1247894] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Recent studies using the boundary paradigm have shown that readers benefit from a parafoveal preview of a plausible continuation of the sentence. This plausibility preview effect occurs irrespective of the semantic or orthographic relatedness of the preview and target word, suggesting that it depends on the degree to which a preview word fits the preceding context. The present study tested this hypothesis by examining the impact of contextual constraint on processing a plausible word in the parafovea. Participants' eye movements were recorded as they read sentences in which a target word was either highly predictable or unpredictable. The boundary paradigm was used to compare predictable, unpredictable, and implausible previews. The results showed that target predictability significantly modulated the effects of identical and plausible previews. Identical previews yielded significantly more benefit than plausible previews for highly predictable targets, but for unpredictable targets a plausible preview was as beneficial as an identical preview. The results shed light on the role of contextual predictability in early lexical processing. Furthermore, these data support the view that readers activate a set of appropriate words from the preceding sentence context, prior to the presentation of the target word.
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Affiliation(s)
- Aaron Veldre
- a School of Psychology , University of Sydney , Sydney , NSW , Australia
| | - Sally Andrews
- a School of Psychology , University of Sydney , Sydney , NSW , Australia
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40
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Abstract
Eye movements were measured during the silent reading of sentences to extract several oculomotor measures. Rather than each measure being examined independently, oculomotor responses were grouped into two types, the assumption being that the grouping would project onto underlying constructs. Properties of forward-directed movements were assumed to reflect the success with which linguistic information was acquired (acquisition), and corrective responses were assumed to reveal readers' responding to difficulties (correction). These two types of oculomotor responses were linked to indexes of reading accuracy (accuracy), which were obtained from separate materials so that eye movements with one set of materials could be used to predict reading accuracy for another set of materials. Path analyses indicated that correction, but not acquisition, was linked to accuracy. The additional clustering of acquisition, correction, and accuracy scores identified a group of readers with relatively low accuracy scores. These readers were typical in their acquisition of linguistic information but under-used corrective responding.
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Affiliation(s)
- Albrecht W Inhoff
- a Department of Psychology , Binghamton University , Binghamton , NY , USA
| | - Julie Gregg
- a Department of Psychology , Binghamton University , Binghamton , NY , USA
| | - Ralph Radach
- b Department of Psychology , University of Wuppertal , Wuppertal , Germany
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41
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Abstract
The present experiment examined the use of parafoveally presented first-language (L1) orthographic and phonological codes during reading of second-language (L2) sentences in proficient Russian-English bilinguals. Participants read English sentences containing a Russian preview word that was replaced by the English target word when the participant's eyes crossed an invisible boundary located before the preview word. The use of English and Russian allowed us to manipulate orthographic and phonological preview effects independently of one another. The Russian preview words overlapped with English target words in (a) orthography (ВЕЛЮР [vʲɪ'lʲʉr]-BERRY), (b) phonology (БЛАНК [blank]-BLOOD), or (c) had no orthographic or phonological overlap (КАЛАЧ [kɐ'lat͡ɕ]-BERRY; ГЖЕЛЬ [ɡʐϵlʲ]-BLOOD). The results of this study showed a clear and strong benefit of the parafoveal preview of Russian words that shared either orthography or phonology with English target words. This study is the first demonstration of cross-script orthographic and phonological parafoveal preview benefit effects. Bilinguals integrate orthographic and phonological information across eye fixations in reading, even when this information comes from different languages.
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Affiliation(s)
- Olessia Jouravlev
- a Department of Psychology , University of Western Ontario , London , Ontario , Canada
- b McGovern Institute for Brain Research, Massachusetts Institute of Technology , Cambridge , MA , USA
| | - Debra Jared
- a Department of Psychology , University of Western Ontario , London , Ontario , Canada
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42
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Vasilev MR, Angele B. Parafoveal preview effects from word N + 1 and word N + 2 during reading: A critical review and Bayesian meta-analysis. Psychon Bull Rev 2016. [PMID: 27576520 DOI: 10.1016/0010-028590005-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The use of gaze-contingent display techniques to study reading has shown that readers attend not only the currently fixated word, but also the word to the right of the current fixation. However, a critical look at the literature shows that a number of questions cannot be readily answered from the available literature reviews on the topic. First, there is no consensus as to whether readers also attend the second word to the right of fixation. Second, it is not clear whether parafoveal processing is more efficient in languages such as Chinese. Third, it is not well understood whether the measured effects are confounded by the properties of the parafoveal mask. In the present study, we addressed these issues by performing a Bayesian meta-analysis of 93 experiments that used the boundary paradigm (Rayner, Cognitive Psychology, 7, 65-81. doi: 10.1016/0010-028590005-5 , 1975). We describe three main findings: (1) The advantage of previewing the second word to the right is modest in size and likely is not centered on zero; (2) Chinese readers do seem to make more efficient use of parafoveal processing, but this is mostly evident in gaze durations; and (3) there are interference effects associated with using different parafoveal masks that roughly increase when the mask is less word-like.
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Affiliation(s)
- Martin R Vasilev
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow, Poole, BH12 5BB, Dorset, UK.
| | - Bernhard Angele
- Department of Psychology, Bournemouth University, Poole House, Talbot Campus, Fern Barrow, Poole, BH12 5BB, Dorset, UK
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43
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Abstract
Previous eye-tracking work has yielded inconsistent evidence regarding whether readers spend more or less time encoding focused information compared with information that is not focused. We report the results of an eye-tracking experiment that used syntactic structure to manipulate whether a target word was linguistically defocused, neutral, or focused, while controlling for possible oculomotor differences across conditions. As the structure of the sentence made the target word increasingly more focused, reading times systematically increased. We propose that the longer reading times for linguistically focused words reflect deeper encoding, which explains previous findings showing that readers have better subsequent memory for focused versus defocused information.
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44
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Saint-Aubin J, Klein RM, Babineau M, Christie J, Gow DW. The Missing-Phoneme Effect in Aural Prose Comprehension. Psychol Sci 2016; 27:1019-26. [PMID: 27154551 DOI: 10.1177/0956797616645096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 03/29/2016] [Indexed: 11/15/2022] Open
Abstract
When participants search for a target letter while reading for comprehension, they miss more instances if the target letter is embedded in frequent function words than in less frequent content words. This phenomenon, called the missing-letter effect, has been considered a window on the cognitive mechanisms involved in the visual processing of written language. In the present study, one group of participants read two texts for comprehension while searching for a target letter, and another group listened to a narration of the same two texts while listening for the target letter's corresponding phoneme. The ubiquitous missing-letter effect was replicated and extended to a missing-phoneme effect Item-based correlations between the reading and listening tasks were high, which led us to conclude that both tasks involve cognitive processes that reading and listening have in common and that both processes are rooted in psycholinguistically driven allocation of attention.
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Affiliation(s)
| | - Raymond M Klein
- Department of Psychology and Neuroscience, Dalhousie University
| | | | - John Christie
- Department of Psychology and Neuroscience, Dalhousie University
| | - David W Gow
- Cognitive Behavioral Neurology Unit, Massachusetts General Hospital, Boston, MA
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45
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Abbott MJ, Angele B, Ahn YD, Rayner K. Skipping syntactically illegal the previews: The role of predictability. J Exp Psychol Learn Mem Cogn 2015; 41:1703-14. [PMID: 26076325 DOI: 10.1037/xlm0000142] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Readers tend to skip words, particularly when they are short, frequent, or predictable. Angele and Rayner (2013) recently reported that readers are often unable to detect syntactic anomalies in parafoveal vision. In the present study, we manipulated target word predictability to assess whether contextual constraint modulates the-skipping behavior. The results provide further evidence that readers frequently skip the article the when infelicitous in context. Readers skipped predictable words more often than unpredictable words, even when the, which was syntactically illegal and unpredictable from the prior context, was presented as a parafoveal preview. The results of the experiment were simulated using E-Z Reader 10 by assuming that cloze probability can be dissociated from parafoveal visual input. It appears that when a short word is predictable in context, a decision to skip it can be made even if the information available parafoveally conflicts both visually and syntactically with those predictions.
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Affiliation(s)
| | - Bernhard Angele
- Psychology Research Centre, Faculty of Science and Technology, Bournemouth University
| | - Y Danbi Ahn
- Department of Psychology, University of California, San Diego
| | - Keith Rayner
- Department of Psychology, University of California, San Diego
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46
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Stites MC, Federmeier KD. Subsequent to suppression: Downstream comprehension consequences of noun/verb ambiguity in natural reading. J Exp Psychol Learn Mem Cogn 2015; 41:1497-515. [PMID: 25961358 DOI: 10.1037/xlm0000119] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We used eye tracking to investigate the downstream processing consequences of encountering noun/verb (NV) homographs (i.e., park) in semantically neutral but syntactically constraining contexts. Target words were followed by a prepositional phrase containing a noun that was plausible for only 1 meaning of the homograph. Replicating previous work, we found increased first fixation durations on NV homographs compared with unambiguous words, which persisted into the next sentence region. At the downstream noun, we found plausibility effects following ambiguous words that were correlated with the size of a reader's first fixation effect, suggesting that this effect reflects the recruitment of processing resources necessary to suppress the homograph's context-inappropriate meaning. Using these same stimuli, Lee and Federmeier (2012) found a sustained frontal negativity to the NV homographs, and, on the downstream noun, found a plausibility effect that was also positively correlated with the size of a reader's ambiguity effect. Together, these findings suggest that when only syntactic constraints are available, meaning selection recruits inhibitory mechanisms that can be measured in both first fixation slowdown and event-related potential ambiguity effects.
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Affiliation(s)
- Mallory C Stites
- Department of Psychology, University of Illinois at Urbana-Champaign
| | - Kara D Federmeier
- Department of Psychology, Program in Neuroscience, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign
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47
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Imbert JP, Hodgetts HM, Parise R, Vachon F, Dehais F, Tremblay S. Attentional costs and failures in air traffic control notifications. ERGONOMICS 2014; 57:1817-1832. [PMID: 25202855 DOI: 10.1080/00140139.2014.952680] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Large display screens are common in supervisory tasks, meaning that alerts are often perceived in peripheral vision. Five air traffic control notification designs were evaluated in their ability to capture attention during an ongoing supervisory task, as well as their impact on the primary task. A range of performance measures, eye-tracking and subjective reports showed that colour, even animated, was less effective than movement, and notifications sometimes went unnoticed. Designs that drew attention to the notified aircraft by a pulsating box, concentric circles or the opacity of the background resulted in faster perception and no missed notifications. However, the latter two designs were intrusive and impaired primary task performance, while the simpler animated box captured attention without an overhead cognitive cost. These results highlight the need for a holistic approach to evaluation, achieving a balance between the benefits for one aspect of performance against the potential costs for another. Practitioner summary: We performed a holistic examination of air traffic control notification designs regarding their ability to capture attention during an ongoing supervisory task. The combination of performance, eye-tracking and subjective measurements demonstrated that the best design achieved a balance between attentional power and the overhead cognitive cost to primary task performance.
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Affiliation(s)
- Jean-Paul Imbert
- a Laboratoire d'informatique interactive, ENAC , Toulouse , France
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48
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Abstract
In contrast to earlier research, evidence for semantic preview benefit in reading has been reported by Hohenstein and Kliegl (Experimental Psychology: Learning, Memory, and Cognition, 40, 166-190, 2013) in an alphabetic writing system; they also implied that prior demonstrations of lack of a semantic preview benefit needed to be reexamined. In the present article, we report a rather direct replication of an experiment reported by Rayner, Balota, and Pollatsek (Canadian Journal of Psychology, 40, 473-483, 1986). Using the gaze-contingent boundary paradigm, subjects read sentences that contained a target word (razor), but different preview words were initially presented in the sentence. The preview was identical to the target word (i.e., razor), semantically related to the target word (i.e., blade), semantically unrelated to the target word (i.e., sweet), or a visually similar nonword (i.e., razar). When the reader's eyes crossed an invisible boundary location just to the left of the target word location, the preview changed to the target word. Like Rayner et al. (Canadian Journal of Psychology, 40, 473-483, 1986), we found that fixations on the target word were significantly shorter in the identical condition than in the unrelated condition, which did not differ from the semantically related condition; when an orthographically similar preview had been initially present in the sentence, fixations were shorter than when a semantically unrelated preview had been present. Thus, the present experiment replicates the earlier data reported by Rayner et al. (Canadian Journal of Psychology, 40, 473-483, 1986), indicating evidence for an orthographic preview benefit but a lack of semantic preview benefit in reading English.
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Affiliation(s)
- Keith Rayner
- Department of Psychology, University of California, San Diego, La Jolla, CA, USA,
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49
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Whitford V, Titone D. The Effects of Reading Comprehension and Launch Site on Frequency–Predictability Interactions during Paragraph Reading. Q J Exp Psychol (Hove) 2014; 67:1151-65. [DOI: 10.1080/17470218.2013.848216] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
We used eye movement measures of paragraph reading to examine whether word frequency and predictability interact during the earliest stages of lexical processing, with a specific focus on whether these effects are modulated by individual differences in reading comprehension or launch site (i.e., saccade length between the prior and currently fixated word—a proxy for the amount of parafoveal word processing). The joint impact of frequency and predictability on reading will elucidate whether these variables additively or multiplicatively affect the earliest stages of lexical access, which, in turn, has implications for computational models of eye movements during reading. Linear mixed effects models revealed additive effects during both early- and late-stage reading, where predictability effects were comparable for low- and high-frequency words. Moreover, less cautious readers (e.g., readers who engaged in skimming, scanning, mindless reading) demonstrated smaller frequency effects than more cautious readers. Taken together, our findings suggest that during extended reading, frequency and predictability exert additive influences on lexical and postlexical processing, and that individual differences in reading comprehension modulate sensitivity to the effects of word frequency.
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Affiliation(s)
- Veronica Whitford
- Department of Psychology, Centre for Research on Brain, Language & Music, McGill University, Montreal, QC, Canada
| | - Debra Titone
- Department of Psychology, Centre for Research on Brain, Language & Music, McGill University, Montreal, QC, Canada
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50
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Word skipping during sentence reading: effects of lexicality on parafoveal processing. Atten Percept Psychophys 2014; 76:201-13. [PMID: 24170376 DOI: 10.3758/s13414-013-0494-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Two experiments examined how lexical status affects the targeting of saccades during reading by using the boundary technique to vary independently the content of a letter string when seen in parafoveal preview and when directly fixated. Experiment 1 measured the skipping rate for a target word embedded in a sentence under three parafoveal preview conditions: full preview (e.g., brain-brain), pseudohomophone preview (e.g., brane-brain), and orthographic nonword control preview (e.g., brant-brain); in the first condition, the preview string was always an English word, while in the second and third conditions, it was always a nonword. Experiment 2 investigated three conditions where the preview string was always a word: full preview (e.g., beach-beach), homophone preview (e.g., beech-beach), and orthographic control preview (e.g., bench-beach). None of the letter string manipulations used to create the preview conditions in the experiments disrupted sublexical orthographic or phonological patterns. In Experiment 1, higher skipping rates were observed for the full (lexical) preview condition, which consisted of a word, than for the nonword preview conditions (pseudohomophone and orthographic control). In contrast, Experiment 2 showed no difference in skipping rates across the three types of lexical preview conditions (full, homophone, and orthographic control), although preview type did influence reading times. This pattern indicates that skipping not only depends on the presence of disrupted sublexical patterns of orthography or phonology, but also is critically dependent on processes that are sensitive to the lexical status of letter strings in the parafovea.
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