Estimating the Impact of Sustained Social Participation on Depressive Symptoms in Older Adults

被引:29
|
作者
Shiba, Koichiro [1 ,2 ]
Torres, Jacqueline M. [3 ]
Daoud, Adel [4 ,5 ,6 ]
Inoue, Kosuke [7 ]
Kanamori, Satoru [8 ]
Tsuji, Taishi [9 ]
Kamada, Masamitsu [10 ]
Kondo, Katsunori [11 ,12 ]
Kawachi, Ichiro [2 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, 677 Huntington Ave, Boston, MA 02115 USA
[2] Harvard TH Chan Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA USA
[3] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[4] Harvard TH Chan Sch Publ Hlth, Ctr Populat & Dev Studies, Cambridge, MA USA
[5] Univ Gothenburg, Dept Sociol & Work Sci, Gothenburg, Sweden
[6] Chalmers Univ Technol, Div Data Sci & Artificial Intelligence, Dept Comp Sci & Engn, Gothenburg, Sweden
[7] Univ Calif Los Angeles, Dept Epidemiol, Fielding Sch Publ Hlth, Los Angeles, CA USA
[8] Teikyo Univ, Grad Sch Publ Hlth, Itabashi Ku, Tokyo, Japan
[9] Univ Tsukuba, Fac Hlth & Sport Sci, Tsukuba, Ibaraki, Japan
[10] Univ Tokyo, Dept Hlth Educ & Hlth Sociol, Sch Publ Hlth, Grad Sch Med,Bunkyo Ku, Tokyo, Japan
[11] Chiba Univ, Ctr Prevent Med Sci, Chuo Ku, Chiba, Japan
[12] Natl Ctr Geriatr & Gerontol, Ctr Gerontol & Social Sci, Obu, Aichi, Japan
关键词
Depressive symptoms; Japan; Machine learning; Older adults; Social participation; Targeted maximum likelihood estimation; Time-dependent confounding; Time-varying exposure; BIAS;
D O I
10.1097/EDE.0000000000001395
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Social participation has been suggested as a means to prevent depressive symptoms. However, it remains unclear whether a one-time boost suffices or whether participation needs to be sustained over time for long-term prevention. We estimated the impacts of alternative hypothetical interventions in social participation on subsequent depressive symptoms among older adults. Methods: Data were from a nationwide prospective cohort study of Japanese older adults >= 65 years of age (n = 32,748). We analyzed social participation (1) as a baseline exposure from 2010 (approximating a one-time boost intervention) and (2) as a time-varying exposure from 2010 and 2013 (approximating a sustained intervention). We defined binary depressive symptoms in 2016 using the Geriatric Depression Scale. We used the doubly robust targeted maximum likelihood estimation to address time-dependent confounding. Results: The magnitude of the association between sustained participation and the lower prevalence of depressive symptoms was larger than the association observed for baseline participation only (e.g., prevalence ratio [PR] for participation in any activity = 0.83 [95% confidence interval = 0.79, 0.88] vs. 0.90 [0.87, 0.94]). For activities with a lower proportion of consistent participation over time (e.g., senior clubs), there was little evidence of an association between baseline participation and subsequent depressive symptoms, while an association for sustained participation was evident (e.g., PR for senior clubs = 0.96 [0.90, 1.02] vs. 0.88 [0.79, 0.97]). Participation at baseline but withholding participation in 2013 was not associated with subsequent depressive symptoms. Conclusions: Sustained social participation may be more strongly associated with fewer depressive symptoms among older adults.
引用
收藏
页码:886 / 895
页数:10
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