Correlation analysis between physical activity and depressive tendencies among occupational groups: an isotemporal substitution approach

Abstract Objectives Sedentary behaviour (SB) and physical activity (PA) have been shown to be associated with depression. However, behaviours, such as PA, occupy a portion of an individual's 24-h day. Thus, an increase in time for one behaviour takes away time from another. Previous evidence su...

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Main Authors: Yihua Liu (Author), Haoxiang Lin (Author), Hao Zhang (Author), Xiaoyue Zhang (Author), Shengli Yin (Author)
Format: Book
Published: BMC, 2023-11-01T00:00:00Z.
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001 doaj_2dd3af3dfd524f06859fbbbd9a0bcc3a
042 |a dc 
100 1 0 |a Yihua Liu  |e author 
700 1 0 |a Haoxiang Lin  |e author 
700 1 0 |a Hao Zhang  |e author 
700 1 0 |a Xiaoyue Zhang  |e author 
700 1 0 |a Shengli Yin  |e author 
245 0 0 |a Correlation analysis between physical activity and depressive tendencies among occupational groups: an isotemporal substitution approach 
260 |b BMC,   |c 2023-11-01T00:00:00Z. 
500 |a 10.1186/s12889-023-17134-0 
500 |a 1471-2458 
520 |a Abstract Objectives Sedentary behaviour (SB) and physical activity (PA) have been shown to be associated with depression. However, behaviours, such as PA, occupy a portion of an individual's 24-h day. Thus, an increase in time for one behaviour takes away time from another. Previous evidence suggests that it would be more appropriate to shift the focus to the importance of reallocating time spent in sedentary behaviour to time spent in physical activity. The aim of this study was to analyse the mutual replacement effect of different health behaviours on depressive tendencies by isotemporal substitution modelling (ISM) under the objective condition of considering a limited 24-h day. Second, we aimed to further explore the potential association between excessive or insufficient sleep duration and depressive symptoms. Methods A total of 10656 employees from 79 companies in four provinces of China participated in this survey. The Center for Epidemiological Studies Depression Scale (CES-D) was used to measure workers' depressive tendencies. The duration of various types of physical activity was self-reported by workers based on the International Physical Activity Questionnaire (IPAQ). ISM was used to assess the associations of time spent in different activities on displacement of equivalent time spent on other activities with depression risk. Results A total of 10656 participants (89.5% of the sample) were included in the analysis. The ISM found that a 30-min unit of SB replaced with walking (OR, 95% CI: 0.83, 0.77-0.88), sleep (≤ 8 h) (OR, 95% CI: 0.77, 0.74-0.79), moderate physical activity (MPA) (OR, 95% CI: 0.87, 0.81-0.93) and vigorous physical activity (VPA) (OR, 95% CI: 0.91, 0.84-0.99) was significantly and negatively associated with the risk of depressive tendencies. When sleep duration was less than 8 h, each additional half hour of sleep time was significantly associated with a lower risk of depressive tendencies, and this association was no longer significant after 8 h. Conclusion Prolonged SB is common in the current workplace in China. Replacing an average of 30 min per day of SB with VPA and MPA, even walking is associated with less depression among workers. In addition, insufficient daily sleep is also an important risk factor for workers' depressive tendencies. These findings provide valuable evidence to promote mental health among occupational groups and support the development of healthy workplaces. 
546 |a EN 
690 |a Physical activity 
690 |a Depressive tendencies 
690 |a Isotemporal substitution model 
690 |a Occupational groups 
690 |a Public aspects of medicine 
690 |a RA1-1270 
655 7 |a article  |2 local 
786 0 |n BMC Public Health, Vol 23, Iss 1, Pp 1-9 (2023) 
787 0 |n https://doi.org/10.1186/s12889-023-17134-0 
787 0 |n https://doaj.org/toc/1471-2458 
856 4 1 |u https://doaj.org/article/2dd3af3dfd524f06859fbbbd9a0bcc3a  |z Connect to this object online.