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Value-added scores show limited stability over time in primary school
Value-added (VA) models are used for accountability purposes and quantify the value a teacher or a school adds to their students’ achievement. If VA scores lack stability over time and vary across outcome domains (e.g., mathematics and language learning), their use for high-stakes decision making is...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797061/ https://www.ncbi.nlm.nih.gov/pubmed/36576932 http://dx.doi.org/10.1371/journal.pone.0279255 |
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author | Emslander, Valentin Levy, Jessica Scherer, Ronny Fischbach, Antoine |
author_facet | Emslander, Valentin Levy, Jessica Scherer, Ronny Fischbach, Antoine |
author_sort | Emslander, Valentin |
collection | PubMed |
description | Value-added (VA) models are used for accountability purposes and quantify the value a teacher or a school adds to their students’ achievement. If VA scores lack stability over time and vary across outcome domains (e.g., mathematics and language learning), their use for high-stakes decision making is in question and could have detrimental real-life implications: teachers could lose their jobs, or a school might receive less funding. However, school-level stability over time and variation across domains have rarely been studied together. In the present study, we examined the stability of VA scores over time for mathematics and language learning, drawing on representative, large-scale, and longitudinal data from two cohorts of standardized achievement tests in Luxembourg (N = 7,016 students in 151 schools). We found that only 34–38% of the schools showed stable VA scores over time with moderate rank correlations of VA scores from 2017 to 2019 of r = .34 for mathematics and r = .37 for language learning. Although they showed insufficient stability over time for high-stakes decision making, school VA scores could be employed to identify teaching or school practices that are genuinely effective—especially in heterogeneous student populations. |
format | Online Article Text |
id | pubmed-9797061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-97970612022-12-29 Value-added scores show limited stability over time in primary school Emslander, Valentin Levy, Jessica Scherer, Ronny Fischbach, Antoine PLoS One Research Article Value-added (VA) models are used for accountability purposes and quantify the value a teacher or a school adds to their students’ achievement. If VA scores lack stability over time and vary across outcome domains (e.g., mathematics and language learning), their use for high-stakes decision making is in question and could have detrimental real-life implications: teachers could lose their jobs, or a school might receive less funding. However, school-level stability over time and variation across domains have rarely been studied together. In the present study, we examined the stability of VA scores over time for mathematics and language learning, drawing on representative, large-scale, and longitudinal data from two cohorts of standardized achievement tests in Luxembourg (N = 7,016 students in 151 schools). We found that only 34–38% of the schools showed stable VA scores over time with moderate rank correlations of VA scores from 2017 to 2019 of r = .34 for mathematics and r = .37 for language learning. Although they showed insufficient stability over time for high-stakes decision making, school VA scores could be employed to identify teaching or school practices that are genuinely effective—especially in heterogeneous student populations. Public Library of Science 2022-12-28 /pmc/articles/PMC9797061/ /pubmed/36576932 http://dx.doi.org/10.1371/journal.pone.0279255 Text en © 2022 Emslander et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Emslander, Valentin Levy, Jessica Scherer, Ronny Fischbach, Antoine Value-added scores show limited stability over time in primary school |
title | Value-added scores show limited stability over time in primary school |
title_full | Value-added scores show limited stability over time in primary school |
title_fullStr | Value-added scores show limited stability over time in primary school |
title_full_unstemmed | Value-added scores show limited stability over time in primary school |
title_short | Value-added scores show limited stability over time in primary school |
title_sort | value-added scores show limited stability over time in primary school |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797061/ https://www.ncbi.nlm.nih.gov/pubmed/36576932 http://dx.doi.org/10.1371/journal.pone.0279255 |
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