Eye movements and reading speed in macular disease: the shrinking perceptual span hypothesis requires and is supported by a mediation analysis.

PURPOSE Reading speed of patients with central field loss (CFL) correlates with the size of saccades (measured in letters per forward saccade [L/FS]). We assessed whether this effect is mediated by the total number of fixations, by the average fixation duration, or by a mixture of both. METHODS We measured eye movements (with a video eye tracker) of 35 AMD and 4 Stargardt patients (better eye decimal acuity from 0.08-0.3) while they monocularly read single-line French sentences continuously displayed on a screen. All patients had a dense scotoma covering the fovea, as assessed with MP1 microperimetry, and therefore used eccentric viewing. Results were analyzed with regression-based mediation analysis, a modeling framework that informs on the underlying factors by which an independent variable affects a dependent variable. RESULTS Reading speed and average fixation duration are negatively correlated, a result that was not observed in prior studies with CFL patients. This effect of fixation duration on reading speed is still significant when partialling out the effect of the total number of fixations (slope: -0.75, P < 0.001). Despite this large effect of fixation duration, mediation analysis shows that the effect of L/FS on reading speed is fully mediated by the total number of fixations (effect size: 0.96; CI [0.82, 1.12]) and not by fixation duration (effect size: 0.02; CI [-0.11, 0.14]). CONCLUSIONS Results are consistent with the shrinking perceptual span hypothesis: reading speed decreases with the average number of letters traversed on each forward saccade, an effect fully mediated by the total number of fixations.

[1]  K. Rayner,et al.  Asymmetry of the effective visual field in reading , 1980, Perception & psychophysics.

[2]  Marc Brysbaert,et al.  Lexique 2 : A new French lexical database , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[3]  Gary S. Rubin,et al.  Eye movements and reading in macular disease: Further support for the shrinking perceptual span hypothesis , 2006, Vision Research.

[4]  Gordon E. Legge,et al.  Psychophysics of Reading in Normal and Low Vision , 2006 .

[5]  Niels Keiding,et al.  The Mediation Proportion: A Structural Equation Approach for Estimating the Proportion of Exposure Effect on Outcome Explained by an Intermediate Variable , 2005, Epidemiology.

[6]  Clark C. Presson,et al.  Multivariate applications in substance use research : new methods for new questions , 2000 .

[7]  K. Rayner,et al.  Eye Movements in Reading: Perceptual and Language Processes , 1985 .

[8]  Gary S. Rubin,et al.  The Role of Eye Movements During Reading in Patients with Age-Related Macular Degeneration (AMD) , 2009 .

[9]  J. Henderson,et al.  Using CRISP to model global characteristics of fixation durations in scene viewing and reading with a common mechanism , 2012 .

[10]  E. Castet,et al.  Small effect of interline spacing on maximal reading speed in low-vision patients with central field loss irrespective of scotoma size. , 2010, Investigative ophthalmology & visual science.

[11]  Kristopher J Preacher,et al.  Effect size measures for mediation models: quantitative strategies for communicating indirect effects. , 2011, Psychological methods.

[12]  G. Underwood Cognitive processes in eye guidance , 2005 .

[13]  H. Deubel,et al.  Saccade target selection and object recognition: Evidence for a common attentional mechanism , 1996, Vision Research.

[14]  D. A. Kenny,et al.  Estimating and testing mediation and moderation in within-subject designs. , 2001, Psychological methods.

[15]  Masaaki Kawahashi,et al.  Renovation of Journal of Visualization , 2010, J. Vis..

[16]  J. O'Regan Eye movements and reading. , 1990, Reviews of oculomotor research.

[17]  Gary S Rubin,et al.  Vision rehabilitation for patients with age-related macular degeneration , 2001, Eye.

[18]  D. Mackinnon Integrating Mediators and Moderators in Research Design , 2011, Research on social work practice.

[19]  David P. MacKinnon,et al.  A General Model for Testing Mediation and Moderation Effects , 2009, Prevention Science.

[20]  E. Castet,et al.  Wet versus dry age-related macular degeneration in patients with central field loss: different effects on maximum reading speed. , 2011, Investigative ophthalmology & visual science.

[21]  Matthew S. Fritz,et al.  Mediation analysis. , 2019, Annual review of psychology.

[22]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[23]  Eric Castet,et al.  Page mode reading with simulated scotomas: Oculo-motor patterns , 2008, Vision Research.

[24]  Jennifer S. Rose,et al.  Contrasts in Multiple M ediator Models , 2000 .

[25]  Kristopher J Preacher,et al.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models , 2008, Behavior research methods.

[26]  George W. McConkie,et al.  Eye Movements and Perception during Reading. , 1982 .

[27]  Gordon E Legge,et al.  Does print size matter for reading? A review of findings from vision science and typography. , 2011, Journal of vision.

[28]  Kevin O’Regan,et al.  Saccade size control in reading: Evidence for the linguistic control hypothesis , 1979, Perception & psychophysics.

[29]  J. G. Strong,et al.  Demographic characteristics of the vision-disabled elderly. , 1997, Investigative ophthalmology & visual science.

[30]  Sing-Hang Cheung,et al.  Effect of letter spacing on visual span and reading speed. , 2007, Journal of vision.

[31]  Eileen Kowler Eye movements and their role in visual and cognitive processes. , 1990, Reviews of oculomotor research.

[32]  Nhung X Nguyen,et al.  Training to improve reading speed in patients with juvenile macular dystrophy: a randomized study comparing two training methods , 2011, Acta ophthalmologica.

[33]  Timothy McMahon,et al.  Eye-movement training for reading in patients with age-related macular degeneration. , 2005, Investigative ophthalmology & visual science.

[34]  Amit Dubey,et al.  Effects of load on the time course of attentional engagement, disengagement, and orienting in reading , 2013, Quarterly journal of experimental psychology.

[35]  Ronald P. Carver The Causes of High and Low Reading Achievement , 2000 .

[36]  Gordon E. Legge,et al.  Relationship between visual span and reading performance in age-related macular degeneration , 2008, Vision Research.

[37]  J. Henderson,et al.  Effects of foveal processing difficulty on the perceptual span in reading: implications for attention and eye movement control. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

[38]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[39]  Gordon E. Legge,et al.  Development of a training protocol to improve reading performance in peripheral vision , 2010, Vision Research.

[40]  Eric Castet,et al.  Dynamics of attentional deployment during saccadic programming. , 2006, Journal of vision.

[41]  Benjamin W. Tatler,et al.  Systematic tendencies in scene viewing , 2008 .

[42]  F. Vitu Visual extraction processes and regressive saccades in reading , 2005 .

[43]  Developmental changes in the visual span for reading , 2007, Vision Research.

[44]  A. Bowers Eye Movements and Reading with Plus-Lens Magnifiers , 2000, Optometry and vision science : official publication of the American Academy of Optometry.

[45]  J E Lovie-Kitchin,et al.  Oral and silent reading performance with macular degeneration. , 2000, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[46]  Reading with low vision. , 1993, Journal of the American Optometric Association.

[47]  G Underwood,et al.  Individual Differences in Reading Subprocesses: Relationships Between Reading Ability, Lexical Access, and Eye Movement Control , 1994, Language and speech.

[48]  G. Legge,et al.  Mr. Chips 2002: new insights from an ideal-observer model of reading , 2002, Vision Research.

[49]  Susana T. L. Chung Improving reading speed for people with central vision loss through perceptual learning. , 2011, Investigative ophthalmology & visual science.

[50]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[51]  I L Bailey,et al.  Reading and eye movements in age-related maculopathy. , 1995, Optometry and vision science : official publication of the American Academy of Optometry.

[52]  A. Kooijman,et al.  Low vision : research and new developments in rehabilitation , 1994 .

[53]  Ronald P. Carver,et al.  Reading Rate: A Review of Research and Theory , 1990 .

[54]  S. Whittaker,et al.  Visual Requirements for Reading , 1993, Optometry and vision science : official publication of the American Academy of Optometry.

[55]  Jean-Baptiste Bernard,et al.  Can reading-specific training stimuli improve the effect of perceptual learning on peripheral reading speed? , 2012, Vision Research.

[56]  K. Rayner 6 – The Perceptual Span and Eye Movement Control during Reading1 , 1983 .

[57]  G. Legge,et al.  Mr. Chips: an ideal-observer model of reading. , 1997, Psychological review.

[58]  N. Rumney,et al.  Why do low-vision patients still read slowly with a low-vision aid? , 1991 .

[59]  Geoffrey Underwood,et al.  Eye Fixations Predict Reading Comprehension: The Relationships between Reading Skill, Reading Speed, and Visual Inspection , 1990, Language and speech.

[60]  Gordon E Legge,et al.  Psychophysics of reading XX. Linking letter recognition to reading speed in central and peripheral vision , 2001, Vision Research.

[61]  Kumari Neelam,et al.  Psychophysical function in age-related maculopathy. , 2009, Survey of ophthalmology.

[62]  D. Mackinnon Contrasts in multiple mediator models. , 2000 .

[63]  J. Kevin O’Regan,et al.  The control of saccade size and fixation duration in reading: The limits of linguistic control , 1980, Perception & psychophysics.

[64]  Deyue Yu,et al.  Sensory and cognitive influences on the training-related improvement of reading speed in peripheral vision. , 2013, Journal of Vision.

[65]  A Pollatsek,et al.  Covert Attention and Eye Movements during Reading , 1989, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[66]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .