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Examining the Concurrent and Predictive Validity of Single Items in Ecological Momentary Assessments
Although single items can save time and burden in psychology research, concerns about their reliability have made the use of multiple-item measures the default standard practice. Although single items cannot demonstrate internal reliability, their criterion validity can be compared with multiple-ite...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10248304/ https://www.ncbi.nlm.nih.gov/pubmed/36004406 http://dx.doi.org/10.1177/10731911221113563 |
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author | Song, Jiyoung Howe, Esther Oltmanns, Joshua R. Fisher, Aaron J. |
author_facet | Song, Jiyoung Howe, Esther Oltmanns, Joshua R. Fisher, Aaron J. |
author_sort | Song, Jiyoung |
collection | PubMed |
description | Although single items can save time and burden in psychology research, concerns about their reliability have made the use of multiple-item measures the default standard practice. Although single items cannot demonstrate internal reliability, their criterion validity can be compared with multiple-item measures. Using ecological momentary assessment data, we evaluated repeated measures correlations and constructed multilevel cross-lagged models to assess concurrent and predictive validity of single- and multiple-item measures. Correlations between the single- and multiple-item measures ranged from .24 to .61. In 27 of 29 unique single-item predictor models, single items demonstrated significant predictive validity, and in one of eight sets of comparisons, a single-item predictor exhibited a larger effect size than its multiple-item counterpart. Although multiple-item measures generally performed better than single items, the added benefit of multiple items was modest in most cases. The present data provide support for the use of single-item measures in intensive longitudinal designs. |
format | Online Article Text |
id | pubmed-10248304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-102483042023-06-09 Examining the Concurrent and Predictive Validity of Single Items in Ecological Momentary Assessments Song, Jiyoung Howe, Esther Oltmanns, Joshua R. Fisher, Aaron J. Assessment Articles Although single items can save time and burden in psychology research, concerns about their reliability have made the use of multiple-item measures the default standard practice. Although single items cannot demonstrate internal reliability, their criterion validity can be compared with multiple-item measures. Using ecological momentary assessment data, we evaluated repeated measures correlations and constructed multilevel cross-lagged models to assess concurrent and predictive validity of single- and multiple-item measures. Correlations between the single- and multiple-item measures ranged from .24 to .61. In 27 of 29 unique single-item predictor models, single items demonstrated significant predictive validity, and in one of eight sets of comparisons, a single-item predictor exhibited a larger effect size than its multiple-item counterpart. Although multiple-item measures generally performed better than single items, the added benefit of multiple items was modest in most cases. The present data provide support for the use of single-item measures in intensive longitudinal designs. SAGE Publications 2022-08-24 2023-07 /pmc/articles/PMC10248304/ /pubmed/36004406 http://dx.doi.org/10.1177/10731911221113563 Text en © The Author(s) 2022 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 page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Articles Song, Jiyoung Howe, Esther Oltmanns, Joshua R. Fisher, Aaron J. Examining the Concurrent and Predictive Validity of Single Items in Ecological Momentary Assessments |
title | Examining the Concurrent and Predictive Validity of Single Items in
Ecological Momentary Assessments |
title_full | Examining the Concurrent and Predictive Validity of Single Items in
Ecological Momentary Assessments |
title_fullStr | Examining the Concurrent and Predictive Validity of Single Items in
Ecological Momentary Assessments |
title_full_unstemmed | Examining the Concurrent and Predictive Validity of Single Items in
Ecological Momentary Assessments |
title_short | Examining the Concurrent and Predictive Validity of Single Items in
Ecological Momentary Assessments |
title_sort | examining the concurrent and predictive validity of single items in
ecological momentary assessments |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10248304/ https://www.ncbi.nlm.nih.gov/pubmed/36004406 http://dx.doi.org/10.1177/10731911221113563 |
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