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Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores

To interpret a person’s change score, one typically transforms the change score into, for example, a percentile, so that one knows a person’s location in a distribution of change scores. Transformed scores are referred to as norms and the construction of norms is referred to as norming. Two often-us...

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Detalles Bibliográficos
Autores principales: Gu, Zhengguo, Emons, Wilco H. M., Sijtsma, Klaas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7885019/
https://www.ncbi.nlm.nih.gov/pubmed/32336114
http://dx.doi.org/10.1177/1073191120913607
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author Gu, Zhengguo
Emons, Wilco H. M.
Sijtsma, Klaas
author_facet Gu, Zhengguo
Emons, Wilco H. M.
Sijtsma, Klaas
author_sort Gu, Zhengguo
collection PubMed
description To interpret a person’s change score, one typically transforms the change score into, for example, a percentile, so that one knows a person’s location in a distribution of change scores. Transformed scores are referred to as norms and the construction of norms is referred to as norming. Two often-used norming methods for change scores are the regression-based change approach and the T Scores for Change method. In this article, we discuss the similarities and differences between these norming methods, and use a simulation study to systematically examine the precision of the two methods and to establish the minimum sample size requirements for satisfactory precision.
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spelling pubmed-78850192021-03-10 Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores Gu, Zhengguo Emons, Wilco H. M. Sijtsma, Klaas Assessment Articles To interpret a person’s change score, one typically transforms the change score into, for example, a percentile, so that one knows a person’s location in a distribution of change scores. Transformed scores are referred to as norms and the construction of norms is referred to as norming. Two often-used norming methods for change scores are the regression-based change approach and the T Scores for Change method. In this article, we discuss the similarities and differences between these norming methods, and use a simulation study to systematically examine the precision of the two methods and to establish the minimum sample size requirements for satisfactory precision. SAGE Publications 2020-04-26 2021-03 /pmc/articles/PMC7885019/ /pubmed/32336114 http://dx.doi.org/10.1177/1073191120913607 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Articles
Gu, Zhengguo
Emons, Wilco H. M.
Sijtsma, Klaas
Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title_full Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title_fullStr Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title_full_unstemmed Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title_short Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
title_sort precision and sample size requirements for regression-based norming methods for change scores
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7885019/
https://www.ncbi.nlm.nih.gov/pubmed/32336114
http://dx.doi.org/10.1177/1073191120913607
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