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Rapid online assessment of reading ability

An accurate model of the factors that contribute to individual differences in reading ability depends on data collection in large, diverse and representative samples of research participants. However, that is rarely feasible due to the constraints imposed by standardized measures of reading ability...

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Autores principales: Yeatman, Jason D., Tang, Kenny An, Donnelly, Patrick M., Yablonski, Maya, Ramamurthy, Mahalakshmi, Karipidis, Iliana I., Caffarra, Sendy, Takada, Megumi E., Kanopka, Klint, Ben-Shachar, Michal, Domingue, Benjamin W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973435/
https://www.ncbi.nlm.nih.gov/pubmed/33737729
http://dx.doi.org/10.1038/s41598-021-85907-x
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author Yeatman, Jason D.
Tang, Kenny An
Donnelly, Patrick M.
Yablonski, Maya
Ramamurthy, Mahalakshmi
Karipidis, Iliana I.
Caffarra, Sendy
Takada, Megumi E.
Kanopka, Klint
Ben-Shachar, Michal
Domingue, Benjamin W.
author_facet Yeatman, Jason D.
Tang, Kenny An
Donnelly, Patrick M.
Yablonski, Maya
Ramamurthy, Mahalakshmi
Karipidis, Iliana I.
Caffarra, Sendy
Takada, Megumi E.
Kanopka, Klint
Ben-Shachar, Michal
Domingue, Benjamin W.
author_sort Yeatman, Jason D.
collection PubMed
description An accurate model of the factors that contribute to individual differences in reading ability depends on data collection in large, diverse and representative samples of research participants. However, that is rarely feasible due to the constraints imposed by standardized measures of reading ability which require test administration by trained clinicians or researchers. Here we explore whether a simple, two-alternative forced choice, time limited lexical decision task (LDT), self-delivered through the web-browser, can serve as an accurate and reliable measure of reading ability. We found that performance on the LDT is highly correlated with scores on standardized measures of reading ability such as the Woodcock-Johnson Letter Word Identification test (r = 0.91, disattenuated r = 0.94). Importantly, the LDT reading ability measure is highly reliable (r = 0.97). After optimizing the list of words and pseudowords based on item response theory, we found that a short experiment with 76 trials (2–3 min) provides a reliable (r = 0.95) measure of reading ability. Thus, the self-administered, Rapid Online Assessment of Reading ability (ROAR) developed here overcomes the constraints of resource-intensive, in-person reading assessment, and provides an efficient and automated tool for effective online research into the mechanisms of reading (dis)ability.
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spelling pubmed-79734352021-03-19 Rapid online assessment of reading ability Yeatman, Jason D. Tang, Kenny An Donnelly, Patrick M. Yablonski, Maya Ramamurthy, Mahalakshmi Karipidis, Iliana I. Caffarra, Sendy Takada, Megumi E. Kanopka, Klint Ben-Shachar, Michal Domingue, Benjamin W. Sci Rep Article An accurate model of the factors that contribute to individual differences in reading ability depends on data collection in large, diverse and representative samples of research participants. However, that is rarely feasible due to the constraints imposed by standardized measures of reading ability which require test administration by trained clinicians or researchers. Here we explore whether a simple, two-alternative forced choice, time limited lexical decision task (LDT), self-delivered through the web-browser, can serve as an accurate and reliable measure of reading ability. We found that performance on the LDT is highly correlated with scores on standardized measures of reading ability such as the Woodcock-Johnson Letter Word Identification test (r = 0.91, disattenuated r = 0.94). Importantly, the LDT reading ability measure is highly reliable (r = 0.97). After optimizing the list of words and pseudowords based on item response theory, we found that a short experiment with 76 trials (2–3 min) provides a reliable (r = 0.95) measure of reading ability. Thus, the self-administered, Rapid Online Assessment of Reading ability (ROAR) developed here overcomes the constraints of resource-intensive, in-person reading assessment, and provides an efficient and automated tool for effective online research into the mechanisms of reading (dis)ability. Nature Publishing Group UK 2021-03-18 /pmc/articles/PMC7973435/ /pubmed/33737729 http://dx.doi.org/10.1038/s41598-021-85907-x Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Yeatman, Jason D.
Tang, Kenny An
Donnelly, Patrick M.
Yablonski, Maya
Ramamurthy, Mahalakshmi
Karipidis, Iliana I.
Caffarra, Sendy
Takada, Megumi E.
Kanopka, Klint
Ben-Shachar, Michal
Domingue, Benjamin W.
Rapid online assessment of reading ability
title Rapid online assessment of reading ability
title_full Rapid online assessment of reading ability
title_fullStr Rapid online assessment of reading ability
title_full_unstemmed Rapid online assessment of reading ability
title_short Rapid online assessment of reading ability
title_sort rapid online assessment of reading ability
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973435/
https://www.ncbi.nlm.nih.gov/pubmed/33737729
http://dx.doi.org/10.1038/s41598-021-85907-x
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