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A network perspective on suicidal behavior: Understanding suicidality as a complex system

BACKGROUND: Suicidal behavior is the result of complex interactions between many different factors that change over time. A network perspective may improve our understanding of these complex dynamics. Within the network perspective, psychopathology is considered to be a consequence of symptoms that...

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Autores principales: de Beurs, Derek, Bockting, Claudi, Kerkhof, Ad, Scheepers, Floortje, O’Connor, Rory, Penninx, Brenda, van de Leemput, Ingrid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986393/
https://www.ncbi.nlm.nih.gov/pubmed/33624872
http://dx.doi.org/10.1111/sltb.12676
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author de Beurs, Derek
Bockting, Claudi
Kerkhof, Ad
Scheepers, Floortje
O’Connor, Rory
Penninx, Brenda
van de Leemput, Ingrid
author_facet de Beurs, Derek
Bockting, Claudi
Kerkhof, Ad
Scheepers, Floortje
O’Connor, Rory
Penninx, Brenda
van de Leemput, Ingrid
author_sort de Beurs, Derek
collection PubMed
description BACKGROUND: Suicidal behavior is the result of complex interactions between many different factors that change over time. A network perspective may improve our understanding of these complex dynamics. Within the network perspective, psychopathology is considered to be a consequence of symptoms that directly interact with one another in a network structure. To view suicidal behavior as the result of such a complex system is a good starting point to facilitate moving away from traditional linear thinking. OBJECTIVE: To review the existing paradigms and theories and their application to suicidal behavior. METHODS: In the first part of this paper, we introduce the relevant concepts within network analysis such as network density and centrality. Where possible, we refer to studies that have applied these concepts within the field of suicide prevention. In the second part, we move one step further, by understanding the network perspective as an initial step toward complex system theory. The latter is a branch of science that models interacting variables in order to understand the dynamics of complex systems, such as tipping points and hysteresis. RESULTS: Few studies have applied network analysis to study suicidal behavior. The studies that do highlight the complexity of suicidality. Complexity science offers potential useful concepts such as alternative stable states and resilience to study psychopathology and suicidal behavior, as demonstrated within the field of depression. To date, one innovative study has applied concepts from complexity science to better understand suicidal behavior. Complexity science and its application to human behavior are in its infancy, and it requires more collaboration between complexity scientists and behavioral scientists. CONCLUSIONS: Clinicians and scientists are increasingly conceptualizing suicidal behavior as the result of the complex interaction between many different biological, social, and psychological risk and protective factors. Novel statistical techniques such as network analysis can help the field to better understand this complexity. The application of concepts from complexity science to the field of psychopathology and suicide research offers exciting and promising possibilities for our understanding and prevention of suicide.
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spelling pubmed-79863932021-03-25 A network perspective on suicidal behavior: Understanding suicidality as a complex system de Beurs, Derek Bockting, Claudi Kerkhof, Ad Scheepers, Floortje O’Connor, Rory Penninx, Brenda van de Leemput, Ingrid Suicide Life Threat Behav Special Issue BACKGROUND: Suicidal behavior is the result of complex interactions between many different factors that change over time. A network perspective may improve our understanding of these complex dynamics. Within the network perspective, psychopathology is considered to be a consequence of symptoms that directly interact with one another in a network structure. To view suicidal behavior as the result of such a complex system is a good starting point to facilitate moving away from traditional linear thinking. OBJECTIVE: To review the existing paradigms and theories and their application to suicidal behavior. METHODS: In the first part of this paper, we introduce the relevant concepts within network analysis such as network density and centrality. Where possible, we refer to studies that have applied these concepts within the field of suicide prevention. In the second part, we move one step further, by understanding the network perspective as an initial step toward complex system theory. The latter is a branch of science that models interacting variables in order to understand the dynamics of complex systems, such as tipping points and hysteresis. RESULTS: Few studies have applied network analysis to study suicidal behavior. The studies that do highlight the complexity of suicidality. Complexity science offers potential useful concepts such as alternative stable states and resilience to study psychopathology and suicidal behavior, as demonstrated within the field of depression. To date, one innovative study has applied concepts from complexity science to better understand suicidal behavior. Complexity science and its application to human behavior are in its infancy, and it requires more collaboration between complexity scientists and behavioral scientists. CONCLUSIONS: Clinicians and scientists are increasingly conceptualizing suicidal behavior as the result of the complex interaction between many different biological, social, and psychological risk and protective factors. Novel statistical techniques such as network analysis can help the field to better understand this complexity. The application of concepts from complexity science to the field of psychopathology and suicide research offers exciting and promising possibilities for our understanding and prevention of suicide. John Wiley and Sons Inc. 2021-02-24 2021-02 /pmc/articles/PMC7986393/ /pubmed/33624872 http://dx.doi.org/10.1111/sltb.12676 Text en © 2020 The Authors. Suicide and Life‐Threatening Behavior published by Wiley Periodicals LLC on behalf of American Association of Suicidology This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Special Issue
de Beurs, Derek
Bockting, Claudi
Kerkhof, Ad
Scheepers, Floortje
O’Connor, Rory
Penninx, Brenda
van de Leemput, Ingrid
A network perspective on suicidal behavior: Understanding suicidality as a complex system
title A network perspective on suicidal behavior: Understanding suicidality as a complex system
title_full A network perspective on suicidal behavior: Understanding suicidality as a complex system
title_fullStr A network perspective on suicidal behavior: Understanding suicidality as a complex system
title_full_unstemmed A network perspective on suicidal behavior: Understanding suicidality as a complex system
title_short A network perspective on suicidal behavior: Understanding suicidality as a complex system
title_sort network perspective on suicidal behavior: understanding suicidality as a complex system
topic Special Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986393/
https://www.ncbi.nlm.nih.gov/pubmed/33624872
http://dx.doi.org/10.1111/sltb.12676
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