Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach

Background Depression and anxiety are comorbid. From the network model perspective, comorbidity is due to direct interactions between depression and anxiety symptoms. These interacting symptoms are called bridge symptoms, suppression of which is expected to halt other symptoms. This study investigat...

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Main Authors: Garabiles, Melissa R, Lao, Chao Kei, Xiong, Yingxin, Hall, Brian J
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Published: Archīum Ateneo 2019
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Online Access:https://archium.ateneo.edu/psychology-faculty-pubs/126
https://www.sciencedirect.com/science/article/pii/S0165032718330167?casa_token=rvZRD1NxZ_kAAAAA:-R1ty7jLZdZD-6Et2aSV-blzwlIvRiD3ahl17yXLIR5jF1HxK5zlGyGTUx7eEgJuD8SOpVz3jOk
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spelling ph-ateneo-arc.psychology-faculty-pubs-11252020-05-29T03:12:17Z Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach Garabiles, Melissa R Lao, Chao Kei Xiong, Yingxin Hall, Brian J Background Depression and anxiety are comorbid. From the network model perspective, comorbidity is due to direct interactions between depression and anxiety symptoms. These interacting symptoms are called bridge symptoms, suppression of which is expected to halt other symptoms. This study investigates the network structure of depression, anxiety, and bridge symptoms in a sample of migrant domestic workers, who are among the most vulnerable and marginalized groups of workers. Method Data were collected from 1375 Filipino domestic workers in Macao Special Administrative Region, China. Data from a subsample of 355 consisting of participants who met criteria for depression and anxiety were used in analysis. R software was used to estimate the network. Results The eight strongest edges were between items from the same disorder. Six were between depression symptoms, like “concentration difficulties” and “psychomotor agitation/retardation,” and “psychomotor agitation/retardation” and “thoughts of death.” Two were between anxiety symptoms, including “worry too much” and “trouble relaxing.” For centrality indices, “fatigue” had highest strength and closeness, and “restlessness” had highest betweenness. Results revealed three bridge symptoms: “fatigue,” “depressed mood,” and “anhedonia.” Limitations The results may not generalize to the entire Filipino population. Further, while the centrality index of strength had adequate stability, it was not highly stable. Conclusions The current study highlighted critical transdiagnostic bridge symptoms as specific candidates for intervention. “Psychomotor agitation/retardation” was identified as key priority due to its association with suicidal ideation. Systemic multilevel interventions at the person-level (e.g., cognitive therapy and behavioral activation), and at the structural and policy-level to alleviate psychosocial stressors, could be applied to address disorder comorbidity in this population. 2019-01-01T08:00:00Z text https://archium.ateneo.edu/psychology-faculty-pubs/126 https://www.sciencedirect.com/science/article/pii/S0165032718330167?casa_token=rvZRD1NxZ_kAAAAA:-R1ty7jLZdZD-6Et2aSV-blzwlIvRiD3ahl17yXLIR5jF1HxK5zlGyGTUx7eEgJuD8SOpVz3jOk Psychology Department Faculty Publications Archīum Ateneo Depression Anxiety Comorbidity Network analysis Domestic workers Clinical Psychology Psychology
institution Ateneo De Manila University
building Ateneo De Manila University Library
continent Asia
country Philippines
Philippines
content_provider Ateneo De Manila University Library
collection archium.Ateneo Institutional Repository
topic Depression
Anxiety
Comorbidity
Network analysis
Domestic workers
Clinical Psychology
Psychology
spellingShingle Depression
Anxiety
Comorbidity
Network analysis
Domestic workers
Clinical Psychology
Psychology
Garabiles, Melissa R
Lao, Chao Kei
Xiong, Yingxin
Hall, Brian J
Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
description Background Depression and anxiety are comorbid. From the network model perspective, comorbidity is due to direct interactions between depression and anxiety symptoms. These interacting symptoms are called bridge symptoms, suppression of which is expected to halt other symptoms. This study investigates the network structure of depression, anxiety, and bridge symptoms in a sample of migrant domestic workers, who are among the most vulnerable and marginalized groups of workers. Method Data were collected from 1375 Filipino domestic workers in Macao Special Administrative Region, China. Data from a subsample of 355 consisting of participants who met criteria for depression and anxiety were used in analysis. R software was used to estimate the network. Results The eight strongest edges were between items from the same disorder. Six were between depression symptoms, like “concentration difficulties” and “psychomotor agitation/retardation,” and “psychomotor agitation/retardation” and “thoughts of death.” Two were between anxiety symptoms, including “worry too much” and “trouble relaxing.” For centrality indices, “fatigue” had highest strength and closeness, and “restlessness” had highest betweenness. Results revealed three bridge symptoms: “fatigue,” “depressed mood,” and “anhedonia.” Limitations The results may not generalize to the entire Filipino population. Further, while the centrality index of strength had adequate stability, it was not highly stable. Conclusions The current study highlighted critical transdiagnostic bridge symptoms as specific candidates for intervention. “Psychomotor agitation/retardation” was identified as key priority due to its association with suicidal ideation. Systemic multilevel interventions at the person-level (e.g., cognitive therapy and behavioral activation), and at the structural and policy-level to alleviate psychosocial stressors, could be applied to address disorder comorbidity in this population.
format text
author Garabiles, Melissa R
Lao, Chao Kei
Xiong, Yingxin
Hall, Brian J
author_facet Garabiles, Melissa R
Lao, Chao Kei
Xiong, Yingxin
Hall, Brian J
author_sort Garabiles, Melissa R
title Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
title_short Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
title_full Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
title_fullStr Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
title_full_unstemmed Exploring comorbidity between anxiety and depression among migrant Filipino domestic workers: A network approach
title_sort exploring comorbidity between anxiety and depression among migrant filipino domestic workers: a network approach
publisher Archīum Ateneo
publishDate 2019
url https://archium.ateneo.edu/psychology-faculty-pubs/126
https://www.sciencedirect.com/science/article/pii/S0165032718330167?casa_token=rvZRD1NxZ_kAAAAA:-R1ty7jLZdZD-6Et2aSV-blzwlIvRiD3ahl17yXLIR5jF1HxK5zlGyGTUx7eEgJuD8SOpVz3jOk
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