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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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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. |
format | Online Article Text |
id | pubmed-9290746 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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