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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...

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Autores principales: Song, Jiyoung, Howe, Esther, Oltmanns, Joshua R., Fisher, Aaron J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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.
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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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