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A shortened version of Raven’s standard progressive matrices for children and adolescents

Numerous developmental studies assess general cognitive ability, not as the primary variable of interest, but rather as a background variable. Raven’s Progressive Matrices is an easy to administer non‐verbal test that is widely used to measure general cognitive ability. However, the relatively long...

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Autores principales: Langener, Anna M., Kramer, Anne‐Wil, van den Bos, Wouter, Huizenga, Hilde M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9290746/
https://www.ncbi.nlm.nih.gov/pubmed/34041776
http://dx.doi.org/10.1111/bjdp.12381
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author Langener, Anna M.
Kramer, Anne‐Wil
van den Bos, Wouter
Huizenga, Hilde M.
author_facet Langener, Anna M.
Kramer, Anne‐Wil
van den Bos, Wouter
Huizenga, Hilde M.
author_sort Langener, Anna M.
collection PubMed
description Numerous developmental studies assess general cognitive ability, not as the primary variable of interest, but rather as a background variable. Raven’s Progressive Matrices is an easy to administer non‐verbal test that is widely used to measure general cognitive ability. However, the relatively long administration time (up to 45 min) is still a drawback for developmental studies as it often leaves little time to assess the primary variable of interest. Therefore, we used a machine learning approach – regularized regression in combination with cross‐validation – to develop a short 15‐item version. We did so for two age groups, namely 9 to 12 years and 13 to 16 years. The short versions predicted the scores on the standard full 60‐item versions to a very high degree r = 0.89 (9–12 years) and r = 0.93 (13–16 years). We, therefore, recommend using the short version to measure general cognitive ability as a background variable in developmental studies.
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spelling pubmed-92907462022-07-20 A shortened version of Raven’s standard progressive matrices for children and adolescents Langener, Anna M. Kramer, Anne‐Wil van den Bos, Wouter Huizenga, Hilde M. Br J Dev Psychol Original Articles Numerous developmental studies assess general cognitive ability, not as the primary variable of interest, but rather as a background variable. Raven’s Progressive Matrices is an easy to administer non‐verbal test that is widely used to measure general cognitive ability. However, the relatively long administration time (up to 45 min) is still a drawback for developmental studies as it often leaves little time to assess the primary variable of interest. Therefore, we used a machine learning approach – regularized regression in combination with cross‐validation – to develop a short 15‐item version. We did so for two age groups, namely 9 to 12 years and 13 to 16 years. The short versions predicted the scores on the standard full 60‐item versions to a very high degree r = 0.89 (9–12 years) and r = 0.93 (13–16 years). We, therefore, recommend using the short version to measure general cognitive ability as a background variable in developmental studies. John Wiley and Sons Inc. 2021-05-27 2022-03 /pmc/articles/PMC9290746/ /pubmed/34041776 http://dx.doi.org/10.1111/bjdp.12381 Text en © 2021 The Authors. British Journal of Developmental Psychology published by John Wiley & Sons Ltd on behalf of British Psychological Society https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Langener, Anna M.
Kramer, Anne‐Wil
van den Bos, Wouter
Huizenga, Hilde M.
A shortened version of Raven’s standard progressive matrices for children and adolescents
title A shortened version of Raven’s standard progressive matrices for children and adolescents
title_full A shortened version of Raven’s standard progressive matrices for children and adolescents
title_fullStr A shortened version of Raven’s standard progressive matrices for children and adolescents
title_full_unstemmed A shortened version of Raven’s standard progressive matrices for children and adolescents
title_short A shortened version of Raven’s standard progressive matrices for children and adolescents
title_sort shortened version of raven’s standard progressive matrices for children and adolescents
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9290746/
https://www.ncbi.nlm.nih.gov/pubmed/34041776
http://dx.doi.org/10.1111/bjdp.12381
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