Abstract
Background: Social isolation has emerged as a growing public health concern and may be an underrecognized risk factor for hypertension. However, evidence on its longitudinal association with hypertension remains limited and inconsistent.
Methods: The data of the national cohort study were collected from the China Health and Retirement Longitudinal Study (CHARLS) from 2011 to 2020. A total of 3280 participants aged 45 years and older without hypertension at baseline were included. Propensity score matching (PSM) was applied to balance covariates between socially isolated and non-isolated groups. Cox proportional hazards models were used to estimate the association between social isolation and incident hypertension.
Results: 14.57% of middle-aged and older adults in this study were classified as socially isolated. After matching, a total of 470 socially isolated individuals were successfully matched to 470 non-isolated counterparts. The Kaplan–Meier cumulative incidence curves demonstrated a consistently significant association between social isolation and the incidence of hypertension, both before and after PSM (p = 0.0093; p =0.0215). Subgroup analyses showed the association remained robust among individuals among the middle-aged, men, individuals with lower education levels, smokers, those without major chronic conditions, and those with medical insurance. No significant interactions were found across subgroups.
Conclusion: This association persisted after PSM and adjustment for some key confounders, highlighting the role of social factors in shaping hypertension risk and warranting further investigation.
Keywords: Social isolation, Hypertension, Propensity score matching, the Middle-aged and older
Recommended Citation
Kang Y, Liu M.
Association Between Social Isolation and Risk of Hypertension Among the Middle-aged and Older: A Propensity Score–matched Cohort Study.
J Health Res.
2025;
39(6):-.
DOI: https://doi.org/10.56808/2586-940X.1174
References
[1] GBD 2019 Diseases and Injuries Collaborators. Global burden of 369 diseases and injuries in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet 2020;396(10258): 1204—22. https://doi.org/10.1016/S0140-6736(20)30925-9.
[2] Boateng EB, Ampofo AG. A glimpse into the future: modelling global prevalence of hypertension. BMC Public Health 2023;23(1):1906. https://doi.org/10.1186/s12889-02316662-z.
[3] Bao M, Wang L. The longitudinal trend of hypertension prevalence in Chinese adults from 1959 to 2018: a systematic review and meta-analysis. Ann Palliat Med 2020;9(5): 2485—97. https://doi.org/10.21037/apm-19-377.
[4] Zhang Q, HuangF,ZhangL,LiS,ZhangJ.Theeffect of high blood pressure-health literacy, self-management behavior, self-efficacy and social support on the health-related quality of life of Kazakh hypertension patients in a low-income rural area of China: a structural equation model. BMC Public Health 2021;21(1):1114. https://doi.org/10.1186/s12889-021-11129-5.
[5] Feng Z, Phillips DR. Social exclusion and health outcomes among empty nest and non-empty nest older people in China. Ageing Soc 2024;44(2):429—56. https://doi.org/10. 1017/S0144686X22000149.
[6] Yang L, Lynch C, Lee JT, Oldenburg B, Haregu T. Understanding the association between home broadband connection and well-being among middle-aged and older adults in China: nationally representative panel data study. J Med Internet Res 2025;27:e59023. https://doi.org/10.2196/59023.
[7] Yang YC, Boen C, Gerken K, Li T, Schorpp K, Harris KM. Social relationships and physiological determinants of longevity across the human life span. Proc Natl Acad Sci USA 2016;113(3):578—83. 1511085112. https://doi.org/10.1073/pnas.
[8] Cacioppo JT, Hawkley LC. Perceived social isolation and cognition. Trends Cognit Sci 2009;13(10):447—54. https://doi.org/10.1016/j.tics.2009.06.005.
[9] Hawkley LC, Cacioppo JT. Loneliness matters: a theoretical and empirical review of consequences and mechanisms. Ann Behav Med 2010;40(2):218—27. https://doi.org/10.1007/s12160-010-9210-8.
[10] Holt-Lunstad J, Smith TB, Layton JB. Social relationships and mortality risk: a meta-analytic review. PLoS Med 2010;7 (7):e1000316. https://doi.org/10.1371/journal.pmed.1000316.
[11] Uchino BN. Social support and health: a review of physiological processes potentially underlying links to disease outcomes. J Behav Med 2006;29(4):377—87. https://doi.org/10.1007/s10865-006-9056-5.
[12] Tsuji T, Saito M, Ikeda T, Aida J, Cable N, Koyama S, et al. Change in the prevalence of social isolation among the older population from 2010 to 2016: A repeated crosssectional comparative study of Japan and England. Arch Gerontol Geriatr 2020;91:104237. https://doi.org/10.1016/j.archger.2020.104237.
[13] Xia N, Li H. Loneliness, social isolation, and cardiovascular health. Antioxid Redox Signal 2018;28(9):837—51. https://doi.org/10.1089/ars.2017.7312.
[14] Wang S, Zhang H, Lou Y, You Q, Jiang Q, Cao S. Association of social isolation and loneliness with the risk of hypertension in middle aged and older adults: Findings from a national representative longitudinal survey. J Affect Disord 2024;349:577—82. https://doi.org/10.1016/j.jad.2024.01.008.
[15] Scata C, Carandina A, Della Torre A, Arosio B, Bellocchi C, Dias Rodrigues G, et al. Social isolation: a narrative review on the dangerous liaison between the autonomic nervous system and inflammation. Life (Basel) 2023;13(6). https://doi.org/10.3390/life13061229.
[16] Delerue Matos A, Barbosa F, Cunha C, Voss G, Correia F. Social isolation, physical inactivity and inadequate diet among European middle-aged and older adults. BMC Public Health 2021;21(1):924. https://doi.org/10.1186/s12889021-10956-w.
[17] Fuller KC, McCarty C, Seaborn C, Gravlee CC, Mulligan CJ. ACE gene haplotypes and social networks: using a biocultural framework to investigate blood pressure variation in African Americans. PLoS One 2018;13(9):e0204127. https://doi.org/10.1371/journal.pone.0204127.
[18] Meza BPL, Chatrathi M, Pollack CE, Levine DM, Latkin CA, Clark JM, et al. Social network factors and cardiovascular health among Baltimore public housing residents. Prev Med Rep 2020;20:101192. https://doi.org/10.1016/j.pmedr.2020.101192.
[19] Lin Y, Zhu T, Zhang X, Zeng Z. Trends in the prevalence of social isolation among middle and older adults in China from 2011 to 2018: the China Health and Retirement Longitudinal Study. BMC Public Health 2024;24(1):339. https://doi.org/10.1186/s12889-024-17734-4.
[20] Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile: the China Health and Retirement Longitudinal Study (CHARLS). Int J Epidemiol 2014;43(1):61—8. https://doi.org/10.1093/ije/dys203.
[21] Glei DA, Goldman N, Ryff CD, Lin YH, Weinstein M. Social relationships and inflammatory markers: an analysis of Taiwan and the U.S. Soc Sci Med 2012;74(12):1891—9. https://doi.org/10.1016/j.socscimed.2012.02.020.
[22] Yu B, Steptoe A, Niu K, Jia X. Social isolation and loneliness as risk factors for grip strength decline among older women and meninChina. JAmMedDirAssoc2020;21(12):1926—30. https://doi.org/10.1016/j.jamda.2020.06.029.
[23] Guo L, Luo F, Gao N, Yu B. Social isolation and cognitive decline among older adults with depressive symptoms: prospective findings from the China Health and Retirement Longitudinal Study. Arch Gerontol Geriatr 2021;95:104390. https://doi.org/10.1016/j.archger.2021.104390.
[24] Howrey BT, Hand CL. Measuring social participation in the health and retirement study. Gerontologist 2019;59(5): e415—23. https://doi.org/10.1093/geront/gny094.
[25] Wang G, Zhang X, Wang K, Li Y, Shen Q, Ge X, et al. Loneliness among the rural older people in Anhui, China: prevalence and associated factors. Int J Geriatr Psychiatr 2011;26(11):1162—8. https://doi.org/10.1002/gps.2656.
[26] Yang K, Victor CR. The prevalence of and risk factors for loneliness among older people in China. Ageing Soc 2008;28 (3):305—27. https://doi.org/10.1017/S0144686X07006848.
[27] Ejiri M, Kawai H, Ishii K, Oka K, Obuchi S.Predictors of older adults' objectively measured social isolation: A systematic review of observational studies. Arch Gerontol Geriatr 2021; 94:104357. https://doi.org/10.1016/j.archger.2021.104357.
[28] Austin PC. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat Med 2009;28(25): 3083—107. https://doi.org/10.1002/sim.3697.
[29] Zhang Z, Kim HJ, Lonjon G, Zhu Y, written on behalf of AME Big-Data Clinical Trial Collaborative Group. Balance diagnostics after propensity score matching. Ann Transl Med 2019;7(1):16. https://doi.org/10.21037/atm.2018.12.10.
[30] Phraknoi N, Sutanto J, Hu Y, Goh YS, Lee CEC. Older people’s needs in urban disaster response: a systematic literature review. Int J Disaster Risk Reduct 2023;96:103809. https://doi.org/10.1016/j.ijdrr.2023.103809.
[31] Teo RH, Cheng WH, Cheng LJ, Lau Y, Lau ST. Global prevalence of social isolation among community-dwelling older adults: a systematic review and meta-analysis. Arch Gerontol Geriatr 2023;107:104904. https://doi.org/10.1016/j. archger.2022.104904.
[32] Goldman N, Khanna D, El Asmar ML, Qualter P, El-Osta A. Addressing loneliness and social isolation in 52 countries: a scoping review of national policies. BMC Public Health 2024;24(1):1207. https://doi.org/10.1186/s12889-024-18370-8.
[33] Santini ZI, Jose PE, York Cornwell E, Koyanagi A, Nielsen L, Hinrichsen C, et al. Social disconnectedness, perceived isolation, and symptoms of depression and anxiety among older Americans (NSHAP): a longitudinal mediation analysis. Lancet Public Health 2020;5(1):e62—70. https://doi.org/10.1016/S2468-2667(19)30230-0.
[34] Malcolm M, Frost H, Cowie J. Loneliness and social isolation causal association with health-related lifestyle risk in older adults: a systematic review and meta-analysis protocol. Syst Rev 2019;8(1):48. https://doi.org/10.1186/s13643-019-0968-x.
[35] Parker M, Self-Brown SR, Rahimi A, Fang X. Longitudinal analysis of the relationship between social isolation and hypertension in early middle adulthood. J Am Heart Assoc 2024;13(9):e030403. https://doi.org/10.1161/JAHA.123.030403.
36] Hawkley LC, Thisted RA, Masi CM, Cacioppo JT. Loneliness predicts increased blood pressure: 5-year cross-lagged analyses in middle-aged and older adults. Psychol Aging 2010;25(1):132—41. https://doi.org/10.1037/a0017805.
[37] Shankar A, McMunn A, Banks J, Steptoe A. Loneliness, social isolation, and behavioral and biological health indicators in older adults. Health Psychol 2011;30(4):377—85. https://doi.org/10.1037/a0022826.
[38] Yang F, Gu D, Mitnitski A. Frailty and life satisfaction in Shanghai older adults: the roles of age and social vulnerability. Arch Gerontol Geriatr 2016;67:68—73. https://doi.org/10.1016/j.archger.2016.07.001.
[39] Liu L, Qian X, Chen Z, He T. Health literacy and its effect on chronic disease prevention: evidence from China's data. BMC Public Health 2020;20(1):690. https://doi.org/10.1186/s12889-020-08804-4.
[40] Jia Q, Wang H, Wang L, Wang Y. Association of health literacy with medication adherence mediated by cognitive function among the community-based elders with chronic disease in Beijing of China. Front Public Health 2022;10: 824778. https://doi.org/10.3389/fpubh.2022.824778.
[41] McAdams DeMarco M, Coresh J, Woodward M, Butler KR, Kao WH, Mosley Jr TH, et al. Hypertension status, treatment, and control among spousal pairs in a middle-aged adult cohort. Am J Epidemiol 2011;174(7):790—6. https://doi.org/10.1093/aje/kwr167.
[42] Miller CK, King D, Nagaraja HN, Fujita K, Cheavens J, Focht BC. Impact of an augmented intervention on selfregulatory, dietary and physical activity outcomes in a diabetes prevention trial among adults with prediabetes. J Behav Med 2023;46(5):770—80. https://doi.org/10.1007/s10865-023-00406-w.
[43] Hamler TC, Nguyen AW, Taylor HO, Qin W, Wang F. Gender differences in objective and subjective social isolation and self-reported hypertension in older adults. J Cardiovasc Dev Dis 2025;12(4). https://doi.org/10.3390/jcdd12040136.
[44] Hosseini Z, Veenstra G, Khan NA, Conklin AI. Social connections and hypertension in women and men: a population-based cross-sectional study of the Canadian Longitudinal Study on Aging. J Hypertens 2021;39(4): 651—60. https://doi.org/10.1097/HJH.0000000000002688.
[45] Chaturvedi A, Zhu A, Gadela NV, Prabhakaran D, Jafar TH. Social determinants of health and disparities in hypertension and cardiovascular diseases. Hypertension 2024;81(3):387—99. https://doi.org/10.1161/HYPERTENSIONAHA.123.21354.
[46] Carola V, Vincenzo C, Di Vincenzo G, Morale C, Cecchi V, Nicolais G. Psychological risk factors and cardiovascular disease. Front Psychol 2024;15:1419731. https://doi.org/10.3389/fpsyg.2024.1419731.
[47] Dewalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes: a systematic review of the literature. J Gen Intern Med 2004;19(12): 1228—39. https://doi.org/10.1111/j.1525-1497.2004.40153.x.
[48] Grant N, Hamer M, Steptoe A. Social isolation and stressrelated cardiovascular, lipid, and cortisol responses. Ann Behav Med 2009;37(1):29—37. https://doi.org/10.1007/s12160009-9081-z.
[49] Wallace J, Sommers BD. Health Insurance effects on preventive care and health: a methodologic review. Am J Prev Med 2016;50(5 Suppl 1):S27—33. https://doi.org/10.1016/j. amepre.2016.01.003.