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Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis

BACKGROUND: Happiness is one variable of subjective well-being, which has been increasingly shown to have protective effects on health. Although the association between happiness and cognition has been established, the mechanism by which happiness leads to cognition remains unclear. Since happiness,...

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Autores principales: Shi, Xiaojuan, He, Xiaoxue, Pan, Degong, Qiao, Hui, Li, Jiangping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9248807/
https://www.ncbi.nlm.nih.gov/pubmed/35782096
http://dx.doi.org/10.7717/peerj.13673
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author Shi, Xiaojuan
He, Xiaoxue
Pan, Degong
Qiao, Hui
Li, Jiangping
author_facet Shi, Xiaojuan
He, Xiaoxue
Pan, Degong
Qiao, Hui
Li, Jiangping
author_sort Shi, Xiaojuan
collection PubMed
description BACKGROUND: Happiness is one variable of subjective well-being, which has been increasingly shown to have protective effects on health. Although the association between happiness and cognition has been established, the mechanism by which happiness leads to cognition remains unclear. Since happiness, depression, and physical activity may all be related to cognition, and happiness is related to depression and physical activity, this study explored the effect of depression and physical activity on the relationship between happiness and cognition among middle and old-aged individuals in China. METHODS: Data on 14,344 participants above 45 years of age were obtained from the 2018 China Family Panel Studies survey. A multiple linear regression analysis was performed to identify the correlation factors of cognition. The conditional process analysis was used to assess the mediatory effect of depression and physical activity on the relationship between happiness and cognition. RESULTS: Residence, age, sex, income level, social status, smoking, napping, reading, education, exercise times, satisfaction, happiness, and depression had associations with cognition. When other variables were held constant, cognition score increased by 0.029 standard deviation(SD) for every 1 SD increased in happiness. Mediation analysis showed that happiness had a significant positive total effect on cognition. The direct effect of happiness was significant and accounted for 57.86% of the total effect. The mediatory effect of depression (path of happiness→depression→cognition) accounted for 38.31% of the total effect, whereas that of physical activity (path of happiness→exercise times→cognition) accounted for 3.02% of the total effect. CONCLUSION: Happiness has a positive correlation with cognitive function, and depression and physical activity play mediatory roles in this association. Effective interventions to improve happiness levels of middle and old-aged population will not only improve their subjective well-being but also improve their cognitive function, which carries great potential for reducing public health burdens related to cognitive aging.
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spelling pubmed-92488072022-07-02 Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis Shi, Xiaojuan He, Xiaoxue Pan, Degong Qiao, Hui Li, Jiangping PeerJ Cognitive Disorders BACKGROUND: Happiness is one variable of subjective well-being, which has been increasingly shown to have protective effects on health. Although the association between happiness and cognition has been established, the mechanism by which happiness leads to cognition remains unclear. Since happiness, depression, and physical activity may all be related to cognition, and happiness is related to depression and physical activity, this study explored the effect of depression and physical activity on the relationship between happiness and cognition among middle and old-aged individuals in China. METHODS: Data on 14,344 participants above 45 years of age were obtained from the 2018 China Family Panel Studies survey. A multiple linear regression analysis was performed to identify the correlation factors of cognition. The conditional process analysis was used to assess the mediatory effect of depression and physical activity on the relationship between happiness and cognition. RESULTS: Residence, age, sex, income level, social status, smoking, napping, reading, education, exercise times, satisfaction, happiness, and depression had associations with cognition. When other variables were held constant, cognition score increased by 0.029 standard deviation(SD) for every 1 SD increased in happiness. Mediation analysis showed that happiness had a significant positive total effect on cognition. The direct effect of happiness was significant and accounted for 57.86% of the total effect. The mediatory effect of depression (path of happiness→depression→cognition) accounted for 38.31% of the total effect, whereas that of physical activity (path of happiness→exercise times→cognition) accounted for 3.02% of the total effect. CONCLUSION: Happiness has a positive correlation with cognitive function, and depression and physical activity play mediatory roles in this association. Effective interventions to improve happiness levels of middle and old-aged population will not only improve their subjective well-being but also improve their cognitive function, which carries great potential for reducing public health burdens related to cognitive aging. PeerJ Inc. 2022-06-28 /pmc/articles/PMC9248807/ /pubmed/35782096 http://dx.doi.org/10.7717/peerj.13673 Text en ©2022 Shi et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Cognitive Disorders
Shi, Xiaojuan
He, Xiaoxue
Pan, Degong
Qiao, Hui
Li, Jiangping
Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title_full Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title_fullStr Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title_full_unstemmed Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title_short Happiness, depression, physical activity and cognition among the middle and old-aged population in China: a conditional process analysis
title_sort happiness, depression, physical activity and cognition among the middle and old-aged population in china: a conditional process analysis
topic Cognitive Disorders
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9248807/
https://www.ncbi.nlm.nih.gov/pubmed/35782096
http://dx.doi.org/10.7717/peerj.13673
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