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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...

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Autores principales: Emslander, Valentin, Levy, Jessica, Scherer, Ronny, Fischbach, Antoine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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.
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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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