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OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES

Development and aging are the product of a process wherein an individuals’ functional components co-act to produce change. System dynamics can be described using a variety of methods. In this paper we illustrate how Boolean network methods may be used to describe the sequences of emotion and behavio...

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Detalles Bibliográficos
Autores principales: Yang, Xiao, Ram, Nilam, Conroy, David, Pincus, Aaron, Gerstorf, Denis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6840074/
http://dx.doi.org/10.1093/geroni/igz038.1379
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author Yang, Xiao
Yang, Xiao
Ram, Nilam
Conroy, David
Pincus, Aaron
Gerstorf, Denis
author_facet Yang, Xiao
Yang, Xiao
Ram, Nilam
Conroy, David
Pincus, Aaron
Gerstorf, Denis
author_sort Yang, Xiao
collection PubMed
description Development and aging are the product of a process wherein an individuals’ functional components co-act to produce change. System dynamics can be described using a variety of methods. In this paper we illustrate how Boolean network methods may be used to describe the sequences of emotion and behavior states that lead to a stable equilibrium – e.g., healthy function; and the interventions needed to push an individual toward healthier equilibria. We applied Boolean network models to intensive longitudinal data obtained from 150 participants (age 18-89 years) to describe individuals’ on-going psychosocial dynamics and identify the specific social behaviors that may be driving them toward undesirable and/or desirable equilibria (e.g., high and low negative emotions). Results are discussed with respect to how they inform theory about developmental systems, and construction of interventions meant to guide individuals toward healthy aging.
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spelling pubmed-68400742019-11-13 OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES Yang, Xiao Yang, Xiao Ram, Nilam Conroy, David Pincus, Aaron Gerstorf, Denis Innov Aging Session 2005 (Symposium) Development and aging are the product of a process wherein an individuals’ functional components co-act to produce change. System dynamics can be described using a variety of methods. In this paper we illustrate how Boolean network methods may be used to describe the sequences of emotion and behavior states that lead to a stable equilibrium – e.g., healthy function; and the interventions needed to push an individual toward healthier equilibria. We applied Boolean network models to intensive longitudinal data obtained from 150 participants (age 18-89 years) to describe individuals’ on-going psychosocial dynamics and identify the specific social behaviors that may be driving them toward undesirable and/or desirable equilibria (e.g., high and low negative emotions). Results are discussed with respect to how they inform theory about developmental systems, and construction of interventions meant to guide individuals toward healthy aging. Oxford University Press 2019-11-08 /pmc/articles/PMC6840074/ http://dx.doi.org/10.1093/geroni/igz038.1379 Text en © The Author(s) 2019. 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 Session 2005 (Symposium)
Yang, Xiao
Yang, Xiao
Ram, Nilam
Conroy, David
Pincus, Aaron
Gerstorf, Denis
OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title_full OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title_fullStr OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title_full_unstemmed OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title_short OPTIMIZING INDIVIDUALS’ DAILY FUNCTION: A BOOLEAN NETWORK APPROACH FOR IDENTIFYING INTERVENTION SEQUENCES
title_sort optimizing individuals’ daily function: a boolean network approach for identifying intervention sequences
topic Session 2005 (Symposium)
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6840074/
http://dx.doi.org/10.1093/geroni/igz038.1379
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