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Validating Test Score Interpretations Using Time Information

A validity approach is proposed that uses processing times to collect validity evidence for the construct interpretation of test scores. The rationale of the approach is based on current research of processing times and on classical validity approaches, providing validity evidence based on relations...

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Autores principales: Engelhardt, Lena, Goldhammer, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6552849/
https://www.ncbi.nlm.nih.gov/pubmed/31205462
http://dx.doi.org/10.3389/fpsyg.2019.01131
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author Engelhardt, Lena
Goldhammer, Frank
author_facet Engelhardt, Lena
Goldhammer, Frank
author_sort Engelhardt, Lena
collection PubMed
description A validity approach is proposed that uses processing times to collect validity evidence for the construct interpretation of test scores. The rationale of the approach is based on current research of processing times and on classical validity approaches, providing validity evidence based on relationships with other variables. Within the new approach, convergent validity evidence is obtained if a component skill, that is expected to underlie the task solution process in the target construct, positively moderates the relationship between effective speed and effective ability in the corresponding target construct. Discriminant validity evidence is provided if a component skill, that is not expected to underlie the task solution process in the target construct, does indeed not moderate the speed-ability relation in this target construct. Using data from a study that follows up the German PIAAC sample, this approach was applied to reading competence, assessed with PIAAC literacy items, and to quantitative reasoning, assessed with Number Series. As expected from theory, the effect of speed on ability in the target construct was only moderated by the respective underlying component skill, that is, word meaning activation skill as an underlying component skill of reading competence, and perceptual speed as an underlying component skill of reasoning. Accordingly, no positive interactions were found for the component skill that should not underlie the task solution process, that is, word meaning activation for reasoning and perceptual speed for reading. Furthermore, the study shows the suitability of the proposed validation approach. The use of time information in association with task results brings construct validation closer to the actual response process than widely used correlations of test scores.
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spelling pubmed-65528492019-06-14 Validating Test Score Interpretations Using Time Information Engelhardt, Lena Goldhammer, Frank Front Psychol Psychology A validity approach is proposed that uses processing times to collect validity evidence for the construct interpretation of test scores. The rationale of the approach is based on current research of processing times and on classical validity approaches, providing validity evidence based on relationships with other variables. Within the new approach, convergent validity evidence is obtained if a component skill, that is expected to underlie the task solution process in the target construct, positively moderates the relationship between effective speed and effective ability in the corresponding target construct. Discriminant validity evidence is provided if a component skill, that is not expected to underlie the task solution process in the target construct, does indeed not moderate the speed-ability relation in this target construct. Using data from a study that follows up the German PIAAC sample, this approach was applied to reading competence, assessed with PIAAC literacy items, and to quantitative reasoning, assessed with Number Series. As expected from theory, the effect of speed on ability in the target construct was only moderated by the respective underlying component skill, that is, word meaning activation skill as an underlying component skill of reading competence, and perceptual speed as an underlying component skill of reasoning. Accordingly, no positive interactions were found for the component skill that should not underlie the task solution process, that is, word meaning activation for reasoning and perceptual speed for reading. Furthermore, the study shows the suitability of the proposed validation approach. The use of time information in association with task results brings construct validation closer to the actual response process than widely used correlations of test scores. Frontiers Media S.A. 2019-05-28 /pmc/articles/PMC6552849/ /pubmed/31205462 http://dx.doi.org/10.3389/fpsyg.2019.01131 Text en Copyright © 2019 Engelhardt and Goldhammer. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Engelhardt, Lena
Goldhammer, Frank
Validating Test Score Interpretations Using Time Information
title Validating Test Score Interpretations Using Time Information
title_full Validating Test Score Interpretations Using Time Information
title_fullStr Validating Test Score Interpretations Using Time Information
title_full_unstemmed Validating Test Score Interpretations Using Time Information
title_short Validating Test Score Interpretations Using Time Information
title_sort validating test score interpretations using time information
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6552849/
https://www.ncbi.nlm.nih.gov/pubmed/31205462
http://dx.doi.org/10.3389/fpsyg.2019.01131
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