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The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM

The study of change over time, contexts, cohorts, and people is influenced by the sampling of observations within longitudinal studies. Intensive measurement designs, embedded within long-term longitudinal studies, provide new opportunities to understand changes in dynamic processes, as well as dete...

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Autores principales: Rush, Jonathan, Willroth, Emily, Graham, Eileen, Mroczek, Daniel, Almeida, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743694/
http://dx.doi.org/10.1093/geroni/igaa057.1645
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author Rush, Jonathan
Willroth, Emily
Graham, Eileen
Mroczek, Daniel
Almeida, David
author_facet Rush, Jonathan
Willroth, Emily
Graham, Eileen
Mroczek, Daniel
Almeida, David
author_sort Rush, Jonathan
collection PubMed
description The study of change over time, contexts, cohorts, and people is influenced by the sampling of observations within longitudinal studies. Intensive measurement designs, embedded within long-term longitudinal studies, provide new opportunities to understand changes in dynamic processes, as well as determinants and consequences of these changes over time. The present investigation examined whether short-term dynamic associations accounted for individual differences in prospective health functioning. We used measurement burst data from the National Study of Daily Experiences subsample (N = 2485) embedded within the Midlife in the United States longitudinal study. Two measurement bursts were separated by ten years, with each containing daily measures of stress and affect across eight consecutive days. Functional health was measured by basic and instrumental activities of daily living at three measurement waves spanning 20 years. Three-level structural equation models were fit to simultaneously model short-term within-person associations between stress and affect (i.e., stress reactivity) and long-term changes in these associations over the ten year period. Individual differences in long-term changes of the short-term dynamic association predicted both basic and instrumental activities of daily living at 20 year follow-up (estimate = 5.26, SE = 2.54, p < .01; and estimate = 5.48, SE = 2.81, p < .01, respectively). These effects were present after adjusting for mean levels of both stress and affect. We highlight how characterizing individuals based on the strength of their within-person associations across multiple time scales can be informative in predicting distal health outcomes.
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spelling pubmed-77436942020-12-21 The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM Rush, Jonathan Willroth, Emily Graham, Eileen Mroczek, Daniel Almeida, David Innov Aging Abstracts The study of change over time, contexts, cohorts, and people is influenced by the sampling of observations within longitudinal studies. Intensive measurement designs, embedded within long-term longitudinal studies, provide new opportunities to understand changes in dynamic processes, as well as determinants and consequences of these changes over time. The present investigation examined whether short-term dynamic associations accounted for individual differences in prospective health functioning. We used measurement burst data from the National Study of Daily Experiences subsample (N = 2485) embedded within the Midlife in the United States longitudinal study. Two measurement bursts were separated by ten years, with each containing daily measures of stress and affect across eight consecutive days. Functional health was measured by basic and instrumental activities of daily living at three measurement waves spanning 20 years. Three-level structural equation models were fit to simultaneously model short-term within-person associations between stress and affect (i.e., stress reactivity) and long-term changes in these associations over the ten year period. Individual differences in long-term changes of the short-term dynamic association predicted both basic and instrumental activities of daily living at 20 year follow-up (estimate = 5.26, SE = 2.54, p < .01; and estimate = 5.48, SE = 2.81, p < .01, respectively). These effects were present after adjusting for mean levels of both stress and affect. We highlight how characterizing individuals based on the strength of their within-person associations across multiple time scales can be informative in predicting distal health outcomes. Oxford University Press 2020-12-16 /pmc/articles/PMC7743694/ http://dx.doi.org/10.1093/geroni/igaa057.1645 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Rush, Jonathan
Willroth, Emily
Graham, Eileen
Mroczek, Daniel
Almeida, David
The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title_full The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title_fullStr The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title_full_unstemmed The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title_short The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM
title_sort effect of long-term changes in daily stress processes on prospective health: an application of three-level sem
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743694/
http://dx.doi.org/10.1093/geroni/igaa057.1645
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