TY - JOUR
T1 - Fine particulate matter and depressive symptoms in children
T2 - A mediation model of physical activity and a moderation model of family poverty
AU - Joo, Young Sun
AU - Kim, Jisun
AU - Lee, Jungae
AU - Chung, Ick Joong
N1 - Publisher Copyright:
© 2021 The Authors
PY - 2022/3
Y1 - 2022/3
N2 - Rationale: Exposure to fine particulate matter has adverse effects on mental health outcomes. However, no empirical study has yet been conducted on mechanisms of how and why exposure to fine particulate matter can affect mental health outcomes, especially focusing on children. In addition, children living in poverty may be more vulnerable to fine particulate matter. Objective: This study aims to examine whether physical activity can explain the impact of ambient fine particulate matter on depressive symptoms among Korean children and whether family poverty moderates the associations between fine particulate matter, physical activity, and children's depressive symptoms. Methods: Children and their primary caregiver data were drawn from the Children's Happiness Life Time Survey data collected by Child Fund Korea, and fine particulate matter data were derived from Air Korea, collected by the Korea Environment Corporation. Individual-level data were linked to a nationwide neighborhood-level data on air quality. Multilevel structural equation modeling was used to consider the hierarchical data structure. The analytical sample consisted of 4,161 children living in 79 neighborhoods. Results: The findings suggest that living in neighborhoods with higher levels of fine particulate matter is associated with a decrease in physical activity, which in turn increases children's depressive symptoms. Physical activity fully mediates the association between fine particulate matter and children's depressive symptoms. However, family poverty does not have a significant moderating role for the associations between fine particulate matter, physical activity, and children's depressive symptoms. Conclusions: The results of this study indicate the importance of physical activity in relation to fine particulate matter and children's depressive symptoms.
AB - Rationale: Exposure to fine particulate matter has adverse effects on mental health outcomes. However, no empirical study has yet been conducted on mechanisms of how and why exposure to fine particulate matter can affect mental health outcomes, especially focusing on children. In addition, children living in poverty may be more vulnerable to fine particulate matter. Objective: This study aims to examine whether physical activity can explain the impact of ambient fine particulate matter on depressive symptoms among Korean children and whether family poverty moderates the associations between fine particulate matter, physical activity, and children's depressive symptoms. Methods: Children and their primary caregiver data were drawn from the Children's Happiness Life Time Survey data collected by Child Fund Korea, and fine particulate matter data were derived from Air Korea, collected by the Korea Environment Corporation. Individual-level data were linked to a nationwide neighborhood-level data on air quality. Multilevel structural equation modeling was used to consider the hierarchical data structure. The analytical sample consisted of 4,161 children living in 79 neighborhoods. Results: The findings suggest that living in neighborhoods with higher levels of fine particulate matter is associated with a decrease in physical activity, which in turn increases children's depressive symptoms. Physical activity fully mediates the association between fine particulate matter and children's depressive symptoms. However, family poverty does not have a significant moderating role for the associations between fine particulate matter, physical activity, and children's depressive symptoms. Conclusions: The results of this study indicate the importance of physical activity in relation to fine particulate matter and children's depressive symptoms.
KW - Depression
KW - Family poverty
KW - Fine particulate matter
KW - Mental health
KW - Physical activity
UR - http://www.scopus.com/inward/record.url?scp=85122127693&partnerID=8YFLogxK
U2 - 10.1016/j.ssmph.2021.101015
DO - 10.1016/j.ssmph.2021.101015
M3 - Article
AN - SCOPUS:85122127693
SN - 2352-8273
VL - 17
JO - SSM - Population Health
JF - SSM - Population Health
M1 - 101015
ER -