Literature DB >> 22460607

An interaction-dominant perspective on reading fluency and dyslexia.

M L Wijnants1, F Hasselman, R F A Cox, A M T Bosman, G Van Orden.   

Abstract

The background noise of response times is often overlooked in scientific inquiries of cognitive performances. However, it is becoming widely acknowledged in psychology, medicine, physiology, physics, and beyond that temporal patterns of variability constitute a rich source of information. Here, we introduce two complexity measures (1/f scaling and recurrence quantification analysis) that employ background noise as metrics of reading fluency. These measures gauge the extent of interdependence across, rather than within, cognitive components. In this study, we investigated dyslexic and non-dyslexic word-naming performance in beginning readers and observed that these complexity metrics differentiate reliably between dyslexic and average response times and correlate strongly with the severity of the reading impairment. The direction of change in the introduced metrics suggests that developmental dyslexia resides from dynamical instabilities in the coordination among the many components necessary to read, which could explain why dyslexic readers score below average on so many distinct tasks and modalities.

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Mesh:

Year:  2012        PMID: 22460607      PMCID: PMC3360848          DOI: 10.1007/s11881-012-0067-3

Source DB:  PubMed          Journal:  Ann Dyslexia        ISSN: 0736-9387


  56 in total

Review 1.  Cognitive emissions of 1/f noise.

Authors:  D L Gilden
Journal:  Psychol Rev       Date:  2001-01       Impact factor: 8.934

2.  Fractal 1/ƒ dynamics suggest entanglement of measurement and human performance.

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4.  Human cognition and a pile of sand: a discussion on serial correlations and self-organized criticality.

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5.  Non-linear analysis of EEG signals at various sleep stages.

Authors:  Rajendra Acharya U; Oliver Faust; N Kannathal; TjiLeng Chua; Swamy Laxminarayan
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Review 6.  Gait dynamics, fractals and falls: finding meaning in the stride-to-stride fluctuations of human walking.

Authors:  Jeffrey M Hausdorff
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7.  1/f noise and effort on implicit measures of bias.

Authors:  Joshua Correll
Journal:  J Pers Soc Psychol       Date:  2008-01

8.  Influence of isometric loading on biceps EMG dynamics as assessed by linear and nonlinear tools.

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9.  Detrended fluctuation analysis of intracranial pressure predicts outcome following traumatic brain injury.

Authors:  Robert L Burr; Catherine J Kirkness; Pamela H Mitchell
Journal:  IEEE Trans Biomed Eng       Date:  2008-11       Impact factor: 4.538

10.  Soft-assembly of sensorimotor function.

Authors:  Christopher T Kello; Guy C Van Orden
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  19 in total

Review 1.  Complex Adaptive Behavior and Dexterous Action.

Authors:  Steven J Harrison; Nicholas Stergiou
Journal:  Nonlinear Dynamics Psychol Life Sci       Date:  2015-10

2.  Making sense of the noise: Replication difficulties of Correll's (2008) modulation of 1/f noise in a racial bias task.

Authors:  Christine Madurski; Etienne P LeBel
Journal:  Psychon Bull Rev       Date:  2015-08

3.  Reaction time variability associated with reading skills in poor readers with ADHD.

Authors:  Leanne Tamm; Jeffery N Epstein; Carolyn A Denton; Aaron J Vaughn; James Peugh; Erik G Willcutt
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4.  A trade-off study revealing nested timescales of constraint.

Authors:  M L Wijnants; R F A Cox; F Hasselman; A M T Bosman; G Van Orden
Journal:  Front Physiol       Date:  2012-05-23       Impact factor: 4.566

5.  Classifying acoustic signals into phoneme categories: average and dyslexic readers make use of complex dynamical patterns and multifractal scaling properties of the speech signal.

Authors:  Fred Hasselman
Journal:  PeerJ       Date:  2015-03-26       Impact factor: 2.984

6.  When the blind curve is finite: dimension estimation and model inference based on empirical waveforms.

Authors:  Fred Hasselman
Journal:  Front Physiol       Date:  2013-04-08       Impact factor: 4.566

7.  Does sample rate introduce an artifact in spectral analysis of continuous processes?

Authors:  Maarten L Wijnants; R F A Cox; F Hasselman; A M T Bosman; Guy Van Orden
Journal:  Front Physiol       Date:  2013-01-21       Impact factor: 4.566

8.  Connected text reading and differences in text reading fluency in adult readers.

Authors:  Sebastian Wallot; Geoff Hollis; Marieke van Rooij
Journal:  PLoS One       Date:  2013-08-20       Impact factor: 3.240

9.  A comment on "Measuring fractality" by Stadnitski (2012).

Authors:  Maarten L Wijnants
Journal:  Front Physiol       Date:  2014-02-05       Impact factor: 4.566

10.  From "cracking the orthographic code" to "playing with language": toward a usage-based foundation of the reading process.

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Journal:  Front Psychol       Date:  2014-08-22
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