Cargando…

Network approach in health behavior research: how can we explore new questions?

Background: The network approach has recently been introduced to clinical psychology and provides a powerful framework for analyzing variables in a system. Since then, its applications have rapidly spread to various fields of social sciences. Unlike in the case of clinical psychology, the peculiarit...

Descripción completa

Detalles Bibliográficos
Autores principales: Mkhitaryan, Samvel, Crutzen, Rik, Steenaart, Esther, de Vries, Nanne K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Routledge 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8114378/
https://www.ncbi.nlm.nih.gov/pubmed/34040856
http://dx.doi.org/10.1080/21642850.2019.1682587
_version_ 1783691048623538176
author Mkhitaryan, Samvel
Crutzen, Rik
Steenaart, Esther
de Vries, Nanne K.
author_facet Mkhitaryan, Samvel
Crutzen, Rik
Steenaart, Esther
de Vries, Nanne K.
author_sort Mkhitaryan, Samvel
collection PubMed
description Background: The network approach has recently been introduced to clinical psychology and provides a powerful framework for analyzing variables in a system. Since then, its applications have rapidly spread to various fields of social sciences. Unlike in the case of clinical psychology, the peculiarities of the phenomena under study in social sciences have not received sufficient attention. In this paper, along with practical illustrations, we discuss what a system of psychological variables represents and what the interrelationships between the variables mean in the context of health behavior research. Additionally, we explore the structural analysis of the system which has not been the focus of the recent applications of network analysis in health psychology. Discussion: In this paper, we illustrate two approaches of incorporating observable behavioral variables in a system and strategies for investigating structural components of the system. We illustrate these two approaches with an analysis of cross-sectional data on adolescents’ beliefs and behavior with respect to registering their choice regarding organ donation in the Netherlands. Furthermore, with this paper, we wish to facilitate a larger discussion on conceptualizing networks of psychological variables, which will guide the analysis and the interpretation of node level interactions as well as network level structures.
format Online
Article
Text
id pubmed-8114378
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Routledge
record_format MEDLINE/PubMed
spelling pubmed-81143782021-05-25 Network approach in health behavior research: how can we explore new questions? Mkhitaryan, Samvel Crutzen, Rik Steenaart, Esther de Vries, Nanne K. Health Psychol Behav Med Articles Background: The network approach has recently been introduced to clinical psychology and provides a powerful framework for analyzing variables in a system. Since then, its applications have rapidly spread to various fields of social sciences. Unlike in the case of clinical psychology, the peculiarities of the phenomena under study in social sciences have not received sufficient attention. In this paper, along with practical illustrations, we discuss what a system of psychological variables represents and what the interrelationships between the variables mean in the context of health behavior research. Additionally, we explore the structural analysis of the system which has not been the focus of the recent applications of network analysis in health psychology. Discussion: In this paper, we illustrate two approaches of incorporating observable behavioral variables in a system and strategies for investigating structural components of the system. We illustrate these two approaches with an analysis of cross-sectional data on adolescents’ beliefs and behavior with respect to registering their choice regarding organ donation in the Netherlands. Furthermore, with this paper, we wish to facilitate a larger discussion on conceptualizing networks of psychological variables, which will guide the analysis and the interpretation of node level interactions as well as network level structures. Routledge 2019-11-05 /pmc/articles/PMC8114378/ /pubmed/34040856 http://dx.doi.org/10.1080/21642850.2019.1682587 Text en © 2019 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://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/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Mkhitaryan, Samvel
Crutzen, Rik
Steenaart, Esther
de Vries, Nanne K.
Network approach in health behavior research: how can we explore new questions?
title Network approach in health behavior research: how can we explore new questions?
title_full Network approach in health behavior research: how can we explore new questions?
title_fullStr Network approach in health behavior research: how can we explore new questions?
title_full_unstemmed Network approach in health behavior research: how can we explore new questions?
title_short Network approach in health behavior research: how can we explore new questions?
title_sort network approach in health behavior research: how can we explore new questions?
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8114378/
https://www.ncbi.nlm.nih.gov/pubmed/34040856
http://dx.doi.org/10.1080/21642850.2019.1682587
work_keys_str_mv AT mkhitaryansamvel networkapproachinhealthbehaviorresearchhowcanweexplorenewquestions
AT crutzenrik networkapproachinhealthbehaviorresearchhowcanweexplorenewquestions
AT steenaartesther networkapproachinhealthbehaviorresearchhowcanweexplorenewquestions
AT devriesnannek networkapproachinhealthbehaviorresearchhowcanweexplorenewquestions