Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers

Background: Migrant domestic workers are vulnerable to physical and mental health problems given the many challenges they experience while working abroad. Using network analysis, this study examined the structure of depression, cardiometabolic health indicators (BMI, waist-hip ratio (WHR), blood pre...

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Main Authors: Garabiles, Melissa R, Shen, Zhuo Zhuo, Yang, Lawrence, Chu, Qian, Hannam, Kevin, Hall, Brian J
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Published: Archīum Ateneo 2022
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Online Access:https://archium.ateneo.edu/psychology-faculty-pubs/394
https://doi.org/10.1007/s12529-022-10087-5
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Institution: Ateneo De Manila University
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spelling ph-ateneo-arc.psychology-faculty-pubs-13942022-12-05T08:24:48Z Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers Garabiles, Melissa R Shen, Zhuo Zhuo Yang, Lawrence Chu, Qian Hannam, Kevin Hall, Brian J Background: Migrant domestic workers are vulnerable to physical and mental health problems given the many challenges they experience while working abroad. Using network analysis, this study examined the structure of depression, cardiometabolic health indicators (BMI, waist-hip ratio (WHR), blood pressure, and heart rate), bone mass, and perceived health status in this population. The network model allowed for an examination of central symptoms or symptoms with the most direct connections with other symptoms; bridge symptoms, or symptoms that link two or more communities; and edges, or relationships among symptoms. Method: Cross-sectional data were gathered from 1375 Filipino domestic workers in Macao (SAR), China. Data from a subsample of 510 participants who met a cutoff indicating depression were analyzed. Anthropometric measurements and surveys were used to collect data, which was analyzed using R statistical software. Results: Results showed four community clusters: three communities consisted of at least two depression symptoms each and the fourth community included physical health indicators. Strong edges were formed between BMI-bone mass, psychomotor-concentration, BMI-WHR, and sad mood-anhedonia. The node with the highest expected influence was BMI. There were three bridges: worthlessness, psychomotor difficulties, and concentration difficulties. Conclusion: The link between depression, cardiometabolic indicators, bone mass, and poor perceived health reinforces the need to address multimorbidity within migrant populations. Health promotion interventions that address mental and physical health may improve the health of this population. 2022-01-01T08:00:00Z text https://archium.ateneo.edu/psychology-faculty-pubs/394 https://doi.org/10.1007/s12529-022-10087-5 Psychology Department Faculty Publications Archīum Ateneo Bone mass Cardiometabolic health Depression Domestic worker Network analysis Perceived health Cardiovascular System Medicine and Health Sciences Mental and Social Health Musculoskeletal System
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 Bone mass
Cardiometabolic health
Depression
Domestic worker
Network analysis
Perceived health
Cardiovascular System
Medicine and Health Sciences
Mental and Social Health
Musculoskeletal System
spellingShingle Bone mass
Cardiometabolic health
Depression
Domestic worker
Network analysis
Perceived health
Cardiovascular System
Medicine and Health Sciences
Mental and Social Health
Musculoskeletal System
Garabiles, Melissa R
Shen, Zhuo Zhuo
Yang, Lawrence
Chu, Qian
Hannam, Kevin
Hall, Brian J
Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
description Background: Migrant domestic workers are vulnerable to physical and mental health problems given the many challenges they experience while working abroad. Using network analysis, this study examined the structure of depression, cardiometabolic health indicators (BMI, waist-hip ratio (WHR), blood pressure, and heart rate), bone mass, and perceived health status in this population. The network model allowed for an examination of central symptoms or symptoms with the most direct connections with other symptoms; bridge symptoms, or symptoms that link two or more communities; and edges, or relationships among symptoms. Method: Cross-sectional data were gathered from 1375 Filipino domestic workers in Macao (SAR), China. Data from a subsample of 510 participants who met a cutoff indicating depression were analyzed. Anthropometric measurements and surveys were used to collect data, which was analyzed using R statistical software. Results: Results showed four community clusters: three communities consisted of at least two depression symptoms each and the fourth community included physical health indicators. Strong edges were formed between BMI-bone mass, psychomotor-concentration, BMI-WHR, and sad mood-anhedonia. The node with the highest expected influence was BMI. There were three bridges: worthlessness, psychomotor difficulties, and concentration difficulties. Conclusion: The link between depression, cardiometabolic indicators, bone mass, and poor perceived health reinforces the need to address multimorbidity within migrant populations. Health promotion interventions that address mental and physical health may improve the health of this population.
format text
author Garabiles, Melissa R
Shen, Zhuo Zhuo
Yang, Lawrence
Chu, Qian
Hannam, Kevin
Hall, Brian J
author_facet Garabiles, Melissa R
Shen, Zhuo Zhuo
Yang, Lawrence
Chu, Qian
Hannam, Kevin
Hall, Brian J
author_sort Garabiles, Melissa R
title Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
title_short Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
title_full Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
title_fullStr Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
title_full_unstemmed Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers
title_sort investigating the physical and mental health nexus: a network analysis of depression, cardiometabolic health, bone mass, and perceived health status among filipino domestic workers
publisher Archīum Ateneo
publishDate 2022
url https://archium.ateneo.edu/psychology-faculty-pubs/394
https://doi.org/10.1007/s12529-022-10087-5
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