Bi-directional association between outdoor or social activities and cognitive function: do the PM2.5 exposure catalyze the detrimental inactivity-poor cognition cycle?
- PMID: 38580003
- DOI: 10.1016/j.envres.2024.118868
Bi-directional association between outdoor or social activities and cognitive function: do the PM2.5 exposure catalyze the detrimental inactivity-poor cognition cycle?
Abstract
Background: Previous research has shown that lack of leisure activities, either outdoor or social activities, impedes cognitive function. However, the interrelationship between poor cognition and deficient activities is understudied. In addition, whether exposure to air pollution, such as PM2.5, can accelerate the detrimental 'inactivity-poor cognition' cycle, is worthy of investigation.
Methods: We used data from the 2008, 2011, 2014, and 2018 waves of the Chinese Longitudinal Healthy Longevity Survey (CLHLS). We assessed the frequency of outdoor or social activities at each wave. The cognitive function was examined using a China-Modified Mini-mental State Examination. We estimated the residential exposure to fine particular matter (PM2.5) via a satellite-based model. We applied cross-lagged panel (CLP) model to examine the bi-directional relationship between outdoor or social activities and cognitive function. We then examined the effect of PM2.5 exposure with sequent cognitive function and activities using generalized estimation equation (GEE) model.
Findings: Overall, we observed significant bi-directional associations between outdoor or social activities and cognitive function. Participants with better cognitive function in the last wave were more likely to engage in outdoor or social activities in the following wave (outdoor activities: β = 0.37, 95% CI [0.27,0.48], P < 0.01; social activities: β = 0.05, 95% CI [0.02,0.09] P < 0.01). Meanwhile, higher engagement in outdoor or social activities in the last wave was associated with more favorable cognitive function in the following wave (outdoor activities: β = 0.06, 95% CI [0.03,0.09], P < 0.01; social activities: β = 0.10, 95% CI [0.03,0.18], P < 0.01). Notably, an increase in PM2.5 exposure during the preceding year was significantly associated with a declining cognitive function (β = -0.05, 95% CI [-0.08,-0.03], P < 0.01), outdoor activities (β = -0.02, 95% CI [-0.04, -0.01], P < 0.01) and social activities (β = -0.02, 95% CI [-0.02, -0.01], P < 0.01) in the current year; the lagged effects of the PM2.5 exposure in the past year of the last wave on activities and cognitive function of the following wave were also observed.
Interpretation: Our findings not only indicate the bi-directional links between the frequency of outdoor or social activities and cognitive function, but also report that PM2.5 exposure plays a role in catalyzing the detrimental inactivity-poor cognition cycle. Future research should investigate whether the policy-driven interventions, such as clean air policies, can break the unfavorable activity-cognition cycle, and thereby promoting health from the dual gains in leisure activities and cognition.
Keywords: Air pollution; Bi-directional relationship; Cognitive functions; Leisure activities; Older adults.
Copyright © 2024 Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Similar articles
-
Interaction effects of exposure to air pollution and social activities on cognitive function in middle-aged and older Chinese adults based on a nationwide cohort study.BMC Public Health. 2024 Dec 23;24(1):3564. doi: 10.1186/s12889-024-21107-2. BMC Public Health. 2024. PMID: 39716146 Free PMC article.
-
Particulate matter, socioeconomic status, and cognitive function among older adults in China.Arch Gerontol Geriatr. 2025 Apr;131:105756. doi: 10.1016/j.archger.2025.105756. Epub 2025 Jan 10. Arch Gerontol Geriatr. 2025. PMID: 39832392
-
Cognitive Performance and Long-term Exposure to Outdoor Air Pollution: Findings From the Harmonized Cognitive Assessment Protocol Substudy of the English Longitudinal Study of Ageing (ELSA-HCAP).J Gerontol A Biol Sci Med Sci. 2025 Apr 7;80(5):glaf060. doi: 10.1093/gerona/glaf060. J Gerontol A Biol Sci Med Sci. 2025. PMID: 40096527 Free PMC article.
-
The association between air pollutants and hippocampal volume from magnetic resonance imaging: A systematic review and meta-analysis.Environ Res. 2022 Mar;204(Pt A):111976. doi: 10.1016/j.envres.2021.111976. Epub 2021 Sep 1. Environ Res. 2022. PMID: 34478724
-
Particulate Matter in Human Elderly: Higher Susceptibility to Cognitive Decline and Age-Related Diseases.Biomolecules. 2023 Dec 26;14(1):35. doi: 10.3390/biom14010035. Biomolecules. 2023. PMID: 38254635 Free PMC article. Review.
Cited by
-
Interaction effects of exposure to air pollution and social activities on cognitive function in middle-aged and older Chinese adults based on a nationwide cohort study.BMC Public Health. 2024 Dec 23;24(1):3564. doi: 10.1186/s12889-024-21107-2. BMC Public Health. 2024. PMID: 39716146 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous