Cargando…
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,...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784739437460062208 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9248807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT shixiaojuan happinessdepressionphysicalactivityandcognitionamongthemiddleandoldagedpopulationinchinaaconditionalprocessanalysis AT hexiaoxue happinessdepressionphysicalactivityandcognitionamongthemiddleandoldagedpopulationinchinaaconditionalprocessanalysis AT pandegong happinessdepressionphysicalactivityandcognitionamongthemiddleandoldagedpopulationinchinaaconditionalprocessanalysis AT qiaohui happinessdepressionphysicalactivityandcognitionamongthemiddleandoldagedpopulationinchinaaconditionalprocessanalysis AT lijiangping happinessdepressionphysicalactivityandcognitionamongthemiddleandoldagedpopulationinchinaaconditionalprocessanalysis |