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Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis

Studies of reading have shown the “Matthew effect” of exposure to print on reading skill: poor readers avoid reading, and ability develops more slowly compared to peers, while good readers improve more quickly through increased exposure. Yet it is difficult to determine just how much an individual r...

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Detalles Bibliográficos
Autores principales: McCarron, Sean Patrick, Kuperman, Victor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021296/
https://www.ncbi.nlm.nih.gov/pubmed/33821455
http://dx.doi.org/10.3758/s13428-021-01556-y
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author McCarron, Sean Patrick
Kuperman, Victor
author_facet McCarron, Sean Patrick
Kuperman, Victor
author_sort McCarron, Sean Patrick
collection PubMed
description Studies of reading have shown the “Matthew effect” of exposure to print on reading skill: poor readers avoid reading, and ability develops more slowly compared to peers, while good readers improve more quickly through increased exposure. Yet it is difficult to determine just how much an individual reads. The Author Recognition Test (ART, Stanovich & West Reading Research Quarterly, 24(4), 402-433, 1989) and its multilingual adaptations are often used for quantifying exposure to print and have shown high validity and reliability in proficient readers in their dominant language (L1). When studying bilingualism and second language acquisition, it is ideal to have a single test which is equally reliable for all cohorts for comparison, but it is unclear whether ART is effective for speakers of English as a foreign language (L2). This study assesses the reliability of ART in English-medium university and college students with different language backgrounds. Following Moore and Gordon (Behavior Research Methods, 47(4), 1095-1109, 2015), we use item response theory (IRT) to determine how informative the test and its items are. Results showed an expected gradient in ART performance, with L1 speakers showing higher scores than L2 speakers of English, university students showing higher scores than college students, and both cohorts performing better than students in an English as a second language (ESL) university pre-admission program. IRT analyses further revealed that ART is not an informative measure for L2 speakers of English, as most L2 participants show a floor effect. Reasons for this unreliability are discussed, as are alternative measures of print exposure.
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spelling pubmed-80212962021-04-06 Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis McCarron, Sean Patrick Kuperman, Victor Behav Res Methods Article Studies of reading have shown the “Matthew effect” of exposure to print on reading skill: poor readers avoid reading, and ability develops more slowly compared to peers, while good readers improve more quickly through increased exposure. Yet it is difficult to determine just how much an individual reads. The Author Recognition Test (ART, Stanovich & West Reading Research Quarterly, 24(4), 402-433, 1989) and its multilingual adaptations are often used for quantifying exposure to print and have shown high validity and reliability in proficient readers in their dominant language (L1). When studying bilingualism and second language acquisition, it is ideal to have a single test which is equally reliable for all cohorts for comparison, but it is unclear whether ART is effective for speakers of English as a foreign language (L2). This study assesses the reliability of ART in English-medium university and college students with different language backgrounds. Following Moore and Gordon (Behavior Research Methods, 47(4), 1095-1109, 2015), we use item response theory (IRT) to determine how informative the test and its items are. Results showed an expected gradient in ART performance, with L1 speakers showing higher scores than L2 speakers of English, university students showing higher scores than college students, and both cohorts performing better than students in an English as a second language (ESL) university pre-admission program. IRT analyses further revealed that ART is not an informative measure for L2 speakers of English, as most L2 participants show a floor effect. Reasons for this unreliability are discussed, as are alternative measures of print exposure. Springer US 2021-04-05 2021 /pmc/articles/PMC8021296/ /pubmed/33821455 http://dx.doi.org/10.3758/s13428-021-01556-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
McCarron, Sean Patrick
Kuperman, Victor
Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title_full Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title_fullStr Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title_full_unstemmed Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title_short Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis
title_sort is the author recognition test a useful metric for native and non-native english speakers? an item response theory analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021296/
https://www.ncbi.nlm.nih.gov/pubmed/33821455
http://dx.doi.org/10.3758/s13428-021-01556-y
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