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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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 |
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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 |
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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. |
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text |
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Garabiles, Melissa R Lao, Chao Kei Xiong, Yingxin Hall, Brian J |
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Garabiles, Melissa R Lao, Chao Kei Xiong, Yingxin Hall, Brian J |
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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 |
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Archīum Ateneo |
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2019 |
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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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