Social Integration, Social Support, and All-Cause, Cardiovascular Disease and Cause-Specific Mortality: A Prospective Cohort Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Sample
2.2. Assessment of Mortality Events and Follow-Up
2.3. Primary Exposure
2.4. Covariates
2.5. Statistical Analysis
3. Results
3.1. Baseline Characteristics
3.2. Associations of Social Integration with All-Cause, and Specific-Cause Mortality
3.3. Associations of Social Support with All-Cause, and Specific-Cause Mortality
3.4. Subgroup Group Analysis and Sensitivity Analyses
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Smith, K.P.; Christakis, N.A. Social networks and health. Annu. Rev. Sociol. 2008, 34, 405–429. [Google Scholar] [CrossRef]
- House, J.S.; Landis, K.R.; Umberson, D. Social relationships and health. Science 1988, 241, 540–545. [Google Scholar] [CrossRef] [PubMed]
- Holt-Lunstad, J.; Smith, T.B.; Layton, J.B. Social relationships and mortality risk: A meta-analytic review. PLoS Med. 2010, 7, e1000316. [Google Scholar] [CrossRef] [PubMed]
- Kreibig, S.D.; Whooley, M.A.; Gross, J.J. Social integration and mortality in patients with coronary heart disease: Findings from the Heart and Soul Study. Psychosom. Med. 2014, 76, 659–668. [Google Scholar] [CrossRef]
- Barger, S.D. Social integration, social support and mortality in the US National Health Interview Survey. Psychosom. Med. 2013, 75, 510–517. [Google Scholar] [CrossRef] [PubMed]
- Thoits, P.A. Mechanisms linking social ties and support to physical and mental health. J. Health Soc. Behav. 2011, 52, 145–161. [Google Scholar] [CrossRef]
- Uchino, B.N.; Trettevik, R.; Kent de Grey, R.G.; Cronan, S.; Hogan, J.; Baucom, B.R.W. Social support, social integration, and inflammatory cytokines: A meta-analysis. Health Psychol. 2018, 37, 462–471. [Google Scholar] [CrossRef]
- Barger, S.D.; Uchino, B.N. Racial and Ethnic Variation in the Association of Social Integration with Mortality: Ten-year Prospective Population-based US Study. Sci. Rep. 2017, 7, 43874. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Berkman, L.F.; Glass, T.; Brissette, I.; Seeman, T.E. From social integration to health: Durkheim in the new millennium. Soc. Sci. Med. 2000, 51, 843–857. [Google Scholar] [CrossRef]
- Umberson, D.; Montez, J.K. Social relationships and health: A flashpoint for health policy. J. Health Soc. Behav. 2010, 51, S54–S66. [Google Scholar] [CrossRef]
- House, J.S.; Robbins, C.; Metzner, H.L. The association of social relationships and activities with mortality: Prospective evidence from the Tecumseh Community Health Study. Am. J. Epidemiol. 1982, 116, 123–140. [Google Scholar] [CrossRef]
- Väänänen, A.; Kouvonen, A.; Kivimäki, M.; Pentti, J.; Vahtera, J. Social support, network heterogeneity, and smoking behavior in women: The 10-town study. Am. J. Health Promot. 2008, 22, 246–255. [Google Scholar] [CrossRef] [PubMed]
- Jönsson, D.; Rosengren, A.; Dotevall, A.; Lappas, G.; Wilhelmsen, L. Job control, job demands and social support at work in relation to cardiovascular risk factors in MONICA 1995, Göteborg. J. Cardiovasc. Risk 1999, 6, 379–385. [Google Scholar] [CrossRef] [PubMed]
- Doherty, W.J.; Schrott, H.G.; Metcalf, L.; Iasiello-Vailas, L. Effect of spouse support and health beliefs on medication adherence. J. Fam. Pract. 1983, 17, 837–841. [Google Scholar]
- Rozanski, A.; Blumenthal, J.A.; Kaplan, J. Impact of psychological factors on the pathogenesis of cardiovascular disease and implications for therapy. Circulation 1999, 99, 2192–2217. [Google Scholar] [CrossRef] [PubMed]
- Rippe, J.M. Lifestyle Strategies for Risk Factor Reduction, Prevention, and Treatment of Cardiovascular Disease. Am. J. Lifestyle Med. 2018, 13, 204–212. [Google Scholar] [CrossRef]
- Hemingway, H.; Shipley, M.; Mullen, M.J.; Kumari, M.; Brunner, E.; Taylor, M.; Donald, A.E.; Deanfield, J.E.; Marmot, M. Social and psychosocial influences on inflammatory markers and vascular function in civil servants (the Whitehall II study). Am. J. Cardiol. 2003, 92, 984–987. [Google Scholar] [CrossRef]
- Libby, P.; Ridker, P.M.; Maseri, A. Inflammation and atherosclerosis. Circulation 2002, 105, 1135–1143. [Google Scholar] [CrossRef]
- Wang, X.; Bao, W.; Liu, J.; Ouyang, Y.Y.; Wang, D.; Rong, S.; Xiao, X.; Shan, Z.L.; Zhang, Y.; Yao, P.; et al. Inflammatory markers and risk of type 2 diabetes: A systematic review and meta-analysis. Diabetes Care 2013, 36, 166–175. [Google Scholar] [CrossRef]
- Hackett, R.A.; Steptoe, A. Type 2 diabetes mellitus and psychological stress—A modifiable risk factor. Nat. Rev. Endocrinol. 2017, 13, 547–560. [Google Scholar] [CrossRef]
- Bassuk, S.S.; Glass, T.A.; Berkman, L.F. Social disengagement and incident cognitive decline in community-dwelling elderly persons. Ann. Intern. Med. 1999, 131, 165–173. [Google Scholar] [CrossRef] [PubMed]
- Barger, S.D.; Donoho, C.J.; Wayment, H.A. The relative contributions of race/ethnicity, socioeconomic status, health, and social relationships to life satisfaction in the United States. Qual Life Res. 2009, 18, 179–189. [Google Scholar] [CrossRef] [PubMed]
Variables | Social Integration Index | p Value | ||||
---|---|---|---|---|---|---|
Overall | I (0–3 Scores) | II (4–5 Scores) | III (6 Scores) | IV (7–8 Scores) | ||
(n = 29,179) | (n = 2706) | (n = 7445) | (n = 7170) | (n = 11,858) | ||
Age, years | <0.001 | |||||
18–45 | 55.8 | 46.8 | 53.6 | 59.4 | 56.7 | |
45–65 | 29.3 | 31.8 | 28.6 | 27.5 | 30.3 | |
65– | 14.8 | 21.4 | 17.8 | 13.1 | 13.1 | |
Sex | <0.001 | |||||
Female | 51.5 | 47.8 | 48.5 | 51.9 | 53.4 | |
Race | <0.001 | |||||
Hispanic | 10.6 | 14.4 | 10.8 | 9.1 | 10.6 | |
Non-Hispanic White | 73.9 | 66.7 | 72.4 | 76.3 | 74.8 | |
Non-Hispanic Black | 11.3 | 14.5 | 12.5 | 10.0 | 10.8 | |
Non-Hispanic Other | 4.2 | 4.5 | 4.3 | 4.6 | 3.9 | |
Education level | <0.001 | |||||
Less than high school degree | 17.4 | 35.4 | 23.5 | 15.5 | 11.9 | |
High school degree | 29.3 | 33.1 | 32.1 | 29.5 | 27.0 | |
More than high school degree | 53.3 | 31.5 | 44.4 | 55.0 | 61.0 | |
Income | <0.001 | |||||
Low | 11.1 | 22.8 | 15.0 | 10.3 | 7.3 | |
Moderate | 49.1 | 55.1 | 53.8 | 49.2 | 45.6 | |
High | 39.8 | 22.1 | 31.2 | 40.5 | 47.1 | |
Social support | <0.001 | |||||
Never/rarely | 5.4 | 17.7 | 8.2 | 3.9 | 2.6 | |
Sometimes | 12.3 | 22.9 | 17.0 | 13.2 | 7.4 | |
Usually | 34.3 | 28.5 | 34.5 | 37.1 | 33.8 | |
Always | 48.0 | 31.0 | 40.4 | 45.8 | 56.2 | |
Employment status | <0.001 | |||||
Employed | 67.1 | 51.8 | 62.8 | 70.0 | 70.5 | |
Retired | 14.1 | 18.1 | 15.7 | 12.6 | 13.4 | |
Not currently working | 14.9 | 23.7 | 17.2 | 14.1 | 12.4 | |
Has never worked | 3.9 | 6.6 | 4.3 | 3.3 | 3.6 | |
BMI (kg/m2) | <0.001 | |||||
<25 | 41.7 | 41.3 | 40.6 | 43.5 | 41.2 | |
25–30 | 35.5 | 32.7 | 35.3 | 34.1 | 36.9 | |
>30 | 22.9 | 26.1 | 24.0 | 22.4 | 21.9 | |
Smoking status | <0.001 | |||||
Never cigarette | 54.6 | 42.6 | 47.6 | 52.3 | 61.7 | |
Former cigarette | 22.4 | 21.3 | 22.0 | 23.1 | 22.5 | |
Current cigarette | 23.0 | 36.2 | 30.4 | 24.6 | 15.8 | |
Alcohol intake | <0.001 | |||||
Lifetime abstainer | 21.7 | 26.3 | 20.3 | 17.8 | 23.8 | |
Former drinker | 14.7 | 22.9 | 17.3 | 13.5 | 12.5 | |
Current drinker | 63.6 | 50.8 | 62.4 | 68.7 | 63.8 | |
Physician-diagnosed disease | ||||||
Hypertension | 23.7 | 31.7 | 27.9 | 22.0 | 20.9 | <0.001 |
Diabetes | 6.4 | 10.3 | 7.7 | 5.7 | 5.3 | <0.001 |
Heart disease | 7.6 | 10.0 | 9.1 | 6.9 | 6.8 | <0.001 |
Stroke | 2.3 | 5.0 | 3.0 | 2.0 | 1.6 | <0.001 |
Cancer | 7.0 | 7.6 | 7.9 | 6.7 | 6.7 | <0.001 |
Social Integration Index | HR | Lower | Upper | p Value |
---|---|---|---|---|
All-cause mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 0.94 | 0.84 | 1.04 | 0.23 |
6 | 0.77 | 0.68 | 0.87 | <0.001 |
7–8 | 0.70 | 0.63 | 0.79 | <0.001 |
Cancer mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 0.96 | 0.77 | 1.20 | 0.70 |
6 | 0.87 | 0.69 | 1.11 | 0.27 |
7–8 | 0.94 | 0.74 | 1.19 | 0.60 |
CVD mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 1.00 | 0.81 | 1.24 | 1.00 |
6 | 0.83 | 0.65 | 1.06 | 0.13 |
7–8 | 0.67 | 0.53 | 0.86 | 0.001 |
Heart mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 0.96 | 0.75 | 1.22 | 0.72 |
6 | 0.75 | 0.57 | 0.97 | 0.03 |
7–8 | 0.65 | 0.49 | 0.85 | 0.002 |
Stroke mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 1.23 | 0.76 | 1.99 | 0.41 |
6 | 1.23 | 0.74 | 2.05 | 0.42 |
7–8 | 0.82 | 0.51 | 1.33 | 0.42 |
AD mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 1.21 | 0.64 | 2.28 | 0.56 |
6 | 0.69 | 0.33 | 1.44 | 0.32 |
7–8 | 0.70 | 0.37 | 1.32 | 0.27 |
CLRD mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 0.92 | 0.62 | 1.38 | 0.70 |
6 | 0.65 | 0.39 | 1.07 | 0.09 |
7–8 | 0.53 | 0.31 | 0.88 | 0.01 |
Diabetes mortality | ||||
0–3 | 1 | Ref. | ||
4–5 | 0.57 | 0.33 | 1.00 | 0.05 |
6 | 0.47 | 0.27 | 0.84 | 0.01 |
7–8 | 0.47 | 0.26 | 0.84 | 0.004 |
Outcome | Social Integration Score a | Social Support b | ||||||
---|---|---|---|---|---|---|---|---|
HR | Lower | Upper | p Value | HR | Lower | Upper | p Value | |
All-cause mortality | 0.92 | 0.90 | 0.94 | <0.001 | 0.99 | 0.96 | 1.02 | 0.48 |
Cancer mortality | 0.99 | 0.95 | 1.04 | 0.72 | 0.99 | 0.93 | 1.06 | 0.81 |
CVD mortality | 0.91 | 0.87 | 0.95 | <0.001 | 1.00 | 0.93 | 1.07 | 0.96 |
Heart mortality | 0.91 | 0.87 | 0.95 | <0.001 | 1.00 | 0.93 | 1.08 | 1.00 |
Stroke mortality | 0.91 | 0.85 | 0.98 | 0.02 | 0.97 | 0.83 | 1.12 | 0.66 |
AD mortality | 0.91 | 0.82 | 1.01 | 0.08 | 1.07 | 0.89 | 1.28 | 0.48 |
CLRD mortality | 0.86 | 0.79 | 0.94 | 0.001 | 1.00 | 0.89 | 1.13 | 0.94 |
Diabetes mortality | 0.85 | 0.77 | 0.95 | 0.004 | 1.02 | 0.88 | 1.19 | 0.75 |
Social Support | HR | Lower | Upper | p Value |
---|---|---|---|---|
All-cause mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.02 | 0.88 | 1.19 | 0.79 |
Usually | 0.99 | 0.87 | 1.13 | 0.87 |
Always | 1.01 | 0.89 | 1.15 | 0.85 |
Cancer mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 0.99 | 0.74 | 1.32 | 0.95 |
Usually | 0.94 | 0.72 | 1.23 | 0.66 |
Always | 1.00 | 0.77 | 1.29 | 0.98 |
CVD mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.04 | 0.77 | 1.42 | 0.79 |
Usually | 0.95 | 0.72 | 1.25 | 0.72 |
Always | 1.00 | 0.77 | 1.31 | 0.99 |
Heart mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.02 | 0.75 | 1.40 | 0.89 |
Usually | 0.93 | 0.68 | 1.26 | 0.64 |
Always | 0.98 | 0.73 | 1.33 | 0.92 |
Stroke mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 0.88 | 0.48 | 1.61 | 0.67 |
Usually | 0.98 | 0.58 | 1.67 | 0.95 |
Always | 1.03 | 0.60 | 1.74 | 0.92 |
AD mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.21 | 0.64 | 2.28 | 0.56 |
Usually | 0.69 | 0.33 | 1.44 | 0.32 |
Always | 0.70 | 0.37 | 1.32 | 0.27 |
CLRD mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.22 | 0.67 | 2.22 | 0.51 |
Usually | 1.18 | 0.68 | 2.04 | 0.55 |
Always | 1.04 | 0.61 | 1.77 | 0.89 |
Diabetes mortality | ||||
Never/Rarely | 1 | Ref. | ||
Sometimes | 1.95 | 0.82 | 4.60 | 0.13 |
Usually | 2.03 | 0.90 | 4.55 | 0.09 |
Always | 1.33 | 0.57 | 3.09 | 0.51 |
Subgroup | Social Integration Index | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
I | II | III | IV | ||||||||||
Age | HR | Lower | Upper | P value | HR | Lower | Upper | P value | HR | Lower | Upper | P value | |
<45 | Ref. | 0.85 | 0.60 | 1.20 | 0.36 | 0.93 | 0.66 | 1.30 | 0.68 | 0.78 | 0.54 | 1.12 | 0.18 |
45–65 | Ref. | 0.86 | 0.71 | 1.04 | 0.12 | 0.65 | 0.51 | 0.81 | <0.001 | 0.67 | 0.54 | 0.83 | <0.001 |
>65 | Ref. | 1.01 | 0.88 | 1.17 | 0.86 | 0.81 | 0.70 | 0.95 | <0.001 | 0.75 | 0.65 | 0.87 | <0.001 |
Sex | |||||||||||||
Women | Ref. | 1.00 | 0.85 | 1.17 | 0.95 | 0.81 | 0.69 | 0.97 | 0.02 | 0.72 | 0.61 | 0.85 | <0.001 |
Men | Ref. | 0.89 | 0.78 | 1.02 | 0.10 | 0.73 | 0.61 | 0.86 | <0.001 | 0.70 | 0.60 | 0.82 | <0.001 |
Education | |||||||||||||
Low | Ref. | 0.99 | 0.84 | 1.16 | 0.85 | 0.88 | 0.74 | 1.06 | 0.17 | 0.81 | 0.69 | 0.95 | 0.01 |
Moderate | Ref. | 0.83 | 0.68 | 1.02 | 0.08 | 0.63 | 0.50 | 0.79 | <0.001 | 0.63 | 0.51 | 0.77 | <0.001 |
High | Ref. | 0.98 | 0.81 | 1.18 | 0.80 | 0.80 | 0.64 | 0.99 | 0.04 | 0.68 | 0.55 | 0.84 | <0.001 |
Income | |||||||||||||
Low | Ref. | 1.12 | 0.90 | 1.38 | 0.30 | 0.84 | 0.65 | 1.08 | 0.18 | 0.86 | 0.67 | 1.10 | 0.23 |
Moderate | Ref. | 0.91 | 0.79 | 1.05 | 0.18 | 0.75 | 0.65 | 0.88 | 0.00 | 0.68 | 0.58 | 0.78 | <0.001 |
High | Ref. | 0.87 | 0.66 | 1.14 | 0.31 | 0.73 | 0.55 | 0.97 | 0.03 | 0.68 | 0.51 | 0.89 | 0.01 |
Employment status | |||||||||||||
Employed | Ref. | 0.91 | 0.74 | 1.13 | 0.39 | 0.85 | 0.68 | 1.07 | 0.16 | 0.73 | 0.58 | 0.92 | 0.01 |
Retired | Ref. | 0.97 | 0.84 | 1.13 | 0.73 | 0.79 | 0.67 | 0.92 | 0.004 | 0.74 | 0.64 | 0.85 | <0.001 |
Not currently working | Ref. | 0.99 | 0.77 | 1.28 | 0.96 | 0.73 | 0.53 | 0.99 | 0.04 | 0.70 | 0.52 | 0.95 | 0.02 |
Has never worked | Ref. | 0.73 | 0.47 | 1.12 | 0.14 | 0.77 | 0.47 | 1.27 | 0.30 | 0.75 | 0.48 | 1.15 | 0.19 |
HR | Lower | Upper | p Value | |
---|---|---|---|---|
All-cause mortality | ||||
Participants who died >2 years after the interview | 0.89 | 0.87 | 0.91 | <0.001 |
Participants free of cancer and CVD | 0.89 | 0.86 | 0.91 | <0.001 |
Participants with cancer | 0.87 | 0.83 | 0.91 | <0.001 |
Participants with CVD | 0.89 | 0.86 | 0.93 | <0.001 |
Cancer mortality | ||||
Participants who died >2 years after the interview | 0.97 | 0.93 | 1.02 | 0.197 |
Participants free of cancer and CVD | 0.96 | 0.91 | 1.01 | 0.088 |
Participants with cancer | 0.97 | 0.89 | 1.06 | 0.466 |
Participants with CVD | 1.04 | 0.94 | 1.16 | 0.444 |
CVD mortality | ||||
Participants who died >2 years after the interview | 0.86 | 0.82 | 0.90 | <0.001 |
Participants free of cancer and CVD | 0.87 | 0.82 | 0.91 | <0.001 |
Participants with cancer | 0.82 | 0.73 | 0.92 | 0.001 |
Participants with CVD | 0.85 | 0.79 | 0.92 | <0.001 |
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Tan, J.; Wang, Y. Social Integration, Social Support, and All-Cause, Cardiovascular Disease and Cause-Specific Mortality: A Prospective Cohort Study. Int. J. Environ. Res. Public Health 2019, 16, 1498. https://doi.org/10.3390/ijerph16091498
Tan J, Wang Y. Social Integration, Social Support, and All-Cause, Cardiovascular Disease and Cause-Specific Mortality: A Prospective Cohort Study. International Journal of Environmental Research and Public Health. 2019; 16(9):1498. https://doi.org/10.3390/ijerph16091498
Chicago/Turabian StyleTan, Jinke, and Yafeng Wang. 2019. "Social Integration, Social Support, and All-Cause, Cardiovascular Disease and Cause-Specific Mortality: A Prospective Cohort Study" International Journal of Environmental Research and Public Health 16, no. 9: 1498. https://doi.org/10.3390/ijerph16091498
APA StyleTan, J., & Wang, Y. (2019). Social Integration, Social Support, and All-Cause, Cardiovascular Disease and Cause-Specific Mortality: A Prospective Cohort Study. International Journal of Environmental Research and Public Health, 16(9), 1498. https://doi.org/10.3390/ijerph16091498