The Association Between Loneliness and Cognitive Impairment among Older Men and Women in China: A Nationwide Longitudinal Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data
2.2. Measures
2.2.1. Cognitive Impairment
2.2.2. Loneliness
2.2.3. Covariates
2.3. Statistical Analyses
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Cullum, S.; Huppert, F.A.; McGee, M.; Dening, T.; Ahmed, A.; Paykel, E.S.; Brayne, C. Decline across different domains of cognitive function in normal ageing: Results of a longitudinal population-based study using CAMCOG. Int. J. Geriatr. Psychiatry 2000, 15, 853–862. [Google Scholar] [CrossRef]
- Patterson, C. World Alzheimer Report 2018: The State of the Art of Dementia Research: New Frontiers; Alzheimer’s Disease International (ADI): London, UK, 2018. [Google Scholar]
- Wimo, A.; Prince, M.J. World Alzheimer Report 2010: The Global Economic Impact of Dementia; Alzheimer’s Disease International: London, UK, 2010. [Google Scholar]
- Rait, G.; Fletcher, A.; Smeeth, L.; Brayne, C.; Stirling, S.; Nunes, M.; Breeze, E.; Ng, E.S.; Bulpitt, C.J.; Jones, D.; et al. Prevalence of cognitive impairment: Results from the MRC trial of assessment and management of older people in the community. Age Ageing 2005, 34, 242–248. [Google Scholar] [CrossRef] [PubMed]
- Tomaszewski Farias, S.; Cahn-Weiner, D.A.; Harvey, D.J.; Reed, B.R.; Mungas, D.; Kramer, J.H.; Chui, H. Longitudinal changes in memory and executive functioning are associated with longitudinal change in instrumental activities of daily living in older adults. Clin. Neuropsychol. 2009, 23, 446–461. [Google Scholar] [CrossRef] [PubMed]
- Gard, P.R. Non-adherence to antihypertensive medication and impaired cognition: Which comes first? Int. J. Pharmacy Pract. 2010, 18, 252–259. [Google Scholar] [CrossRef] [PubMed]
- Jaeger, J.; Berns, S.; Uzelac, S.; Davis-Conway, S. Neurocognitive deficits and disability in major depressive disorder. Psychiatry Res. 2006, 145, 39–48. [Google Scholar] [CrossRef] [PubMed]
- O’Donnell, M.; Teo, K.; Gao, P.; Anderson, C.; Sleight, P.; Dans, A.; Marzona, I.; Bosch, J.; Probstfield, J.; Yusuf, S. Cognitive impairment and risk of cardiovascular events and mortality. Eur. Heart J. 2012, 33, 1777–1786. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Roberts, R.O.; Knopman, D.S.; Mielke, M.M.; Cha, R.H.; Pankratz, V.S.; Christianson, T.J.; Geda, Y.E.; Boeve, B.F.; Ivnik, R.J.; Tangalos, E.G. Higher risk of progression to dementia in mild cognitive impairment cases who revert to normal. Neurology 2014, 82, 317–325. [Google Scholar] [CrossRef] [PubMed]
- Hasselbalch, B.J.; Knorr, U.; Kessing, L.V. Cognitive impairment in the remitted state of unipolar depressive disorder: A systematic review. J. Affect. Disord. 2011, 134, 20–31. [Google Scholar] [CrossRef]
- DiNapoli, E.A.; Wu, B.; Scogin, F. Social isolation and cognitive function in Appalachian older adults. Res. Aging 2014, 36, 161–179. [Google Scholar] [CrossRef]
- Shankar, A.; Hamer, M.; McMunn, A.; Steptoe, A. Social Isolation and Loneliness: Relationships with Cognitive Function During 4 Years of Follow-up in the English Longitudinal Study of Ageing. Psychosom. Med. 2013, 75, 161–170. [Google Scholar] [CrossRef]
- Amieva, H.; Stoykova, R.; Matharan, F.; Helmer, C.; Antonucci, T.C.; Dartigues, J.-F. What aspects of social network are protective for dementia? Not the quantity but the quality of social interactions is protective up to 15 years later. Psychosom. Med. 2010, 72, 905–911. [Google Scholar] [CrossRef]
- Krueger, K.R.; Wilson, R.S.; Kamenetsky, J.M.; Barnes, L.L.; Bienias, J.L.; Bennett, D.A. Social engagement and cognitive function in old age. Exp. Aging Res. 2009, 35, 45–60. [Google Scholar] [CrossRef]
- Gierveld, J.D.J.; Van Tilburg, T. A 6-item scale for overall, emotional, and social loneliness confirmatory tests on survey data. Res. Aging 2006, 28, 582–598. [Google Scholar] [CrossRef]
- Holwerda, T.J.; Deeg, D.J.; Beekman, A.T.; van Tilburg, T.G.; Stek, M.L.; Jonker, C.; Schoevers, R.A. Feelings of loneliness, but not social isolation, predict dementia onset: Results from the Amsterdam Study of the Elderly (AMSTEL). J. Neurol. Neurosurg. Psychiatry 2014, 85, 135–142. [Google Scholar] [CrossRef]
- Zhong, B.L.; Chen, S.L.; Tu, X.; Conwell, Y. Loneliness and Cognitive Function in Older Adults: Findings from the Chinese Longitudinal Healthy Longevity Survey. J. Gerontol. B Psychol. Sci. Soc. Sci. 2017, 72, 120–128. [Google Scholar] [CrossRef]
- Tilvis, R.S.; Kähönen-Väre, M.H.; Jolkkonen, J.; Valvanne, J.; Pitkala, K.H.; Strandberg, T.E. Predictors of cognitive decline and mortality of aged people over a 10-year period. J. Gerontol. Ser. A Biol. Sci. Med. Sci. 2004, 59, M268–M274. [Google Scholar] [CrossRef]
- Seshadri, S.; Wolf, P.A.; Beiser, A.; Au, R.; McNulty, K.; White, R.; D’agostino, R. Lifetime risk of dementia and Alzheimer’s disease: The impact of mortality on risk estimates in the Framingham Study. Neurology 1997, 49, 1498–1504. [Google Scholar] [CrossRef]
- Carstensen, L.L.; Stern, P.C. The Aging Mind: Opportunities in Cognitive Research; National Academies Press: Washington, DC, USA, 2000. [Google Scholar]
- Yi, Z.; Yuzhi, L.; George, L.K. Gender differentials of the oldest old in China. Res. Aging 2003, 25, 65–80. [Google Scholar] [CrossRef]
- Gu, D.; Qiu, L. Cognitive functioning and its determinants among the oldest-old in China. J. Nanjng Coll. Popul. Manag. 2003, 2, 3–9. [Google Scholar]
- Pinquart, M.; Sorensen, S. Influences on loneliness in older adults: A meta-analysis. Basic Appl. Soc. Psych. 2001, 23, 245–266. [Google Scholar] [CrossRef]
- Borys, S.; Perlman, D. Gender Differences in Loneliness. Pers. Soc. Psychol. B 1985, 11, 63–74. [Google Scholar] [CrossRef]
- Zebhauser, A.; Hofmann-Xu, L.; Baumert, J.; Häfner, S.; Lacruz, M.; Emeny, R.; Döring, A.; Grill, E.; Huber, D.; Peters, A. How much does it hurt to be lonely? Mental and physical differences between older men and women in the KORA-Age Study. Int. J. Geriatr. Psychiatry 2014, 29, 245–252. [Google Scholar] [CrossRef]
- Folstein, M.F.; Folstein, S.E.; McHugh, P.R. “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 1975, 12, 189–198. [Google Scholar] [CrossRef]
- Shen, K.; Zeng, Y. Direct and indirect effects of childhood conditions on survival and health among male and female elderly in China. Soc. Sci. Med. 2014, 119, 207–214. [Google Scholar] [CrossRef] [Green Version]
- Zhang, Z. Gender differentials in cognitive impairment and decline of the oldest old in China. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 2006, 61, S107–S115. [Google Scholar] [CrossRef]
- Sereny, M. Living arrangements of older adults in China: The interplay among preferences, realities, and health. Res. Aging 2011, 33, 172–204. [Google Scholar] [CrossRef]
- Radloff, L.S. The CES-D scale a self-report depression scale for research in the general population. Appl. Psychol. Meas. 1977, 1, 385–401. [Google Scholar] [CrossRef]
- O’Luanaigh, C.; O’Connell, H.; Chin, A.V.; Hamilton, F.; Coen, R.; Walsh, C.; Walsh, J.B.; Caokley, D.; Cunningham, C.; Lawlor, B.A. Loneliness and cognition in older people: The Dublin Healthy Ageing study. Aging Ment. Health 2012, 16, 347–352. [Google Scholar] [CrossRef]
- Victor, C.; Grenade, L.; Boldy, D. Measuring loneliness in later life: A comparison of differing measures. Rev. Clin. Gerontol. 2005, 15, 63–70. [Google Scholar] [CrossRef]
- Banks, J.; Breeze, E.; Lessof, C.; Nazroo, J. Retirement, health and relationships of the older population in England: The 2004 English Longitudinal Study of Ageing (Wave 2). 2006. Available online: https://pdfs.semanticscholar.org/1d4d/6fa7f4f21e77672e3469a539ff245b584888.pdf (accessed on 12 August 2019).
- Feng, Q.; Hoenig, H.M.; Gu, D.; Yi, Z.; Purser, J.L. Effect of New Disability Subtype on 3-Year Mortality in Chinese Older Adults. J. Am. Geriatr. Soc. 2010, 58, 1952–1958. [Google Scholar] [CrossRef]
- Lv, Y.-B.; Yin, Z.-X.; Chei, C.-L.; Qian, H.-Z.; Kraus, V.B.; Zhang, J.; Brasher, M.S.; Shi, X.-M.; Matchar, D.B.; Zeng, Y. Low-density lipoprotein cholesterol was inversely associated with 3-year all-cause mortality among Chinese oldest old: Data from the Chinese Longitudinal Healthy Longevity Survey. Atherosclerosis 2015, 239, 137–142. [Google Scholar] [CrossRef] [Green Version]
- Zeng, Y.; Chen, H.; Shi, X.; Yin, Z.; Yang, Z.; Gu, J.; Blazer, D. Health consequences of familial longevity influence among the Chinese elderly. J. Gerontol. Ser. A Biol. Sci. Med. Sci. 2013, 68, 473–482. [Google Scholar] [CrossRef]
- Schafer, J.L. NORM: Multiple Imputation of Incomplete Multivariate Data under a Normal Model [Computer Software]; Pennsylvania State University, Department of Statistics: University Park, PA, USA, 1999. [Google Scholar]
- Little, R.; Rubin, D. Statistical Analysis with Missing Data, 2nd ed.; John Wiley & Sons: Hoboken, NJ, USA, 2002. [Google Scholar]
- Zhong, B.L.; Chen, S.L.; Conwell, Y. Effects of Transient Versus Chronic Loneliness on Cognitive Function in Older Adults: Findings from the Chinese Longitudinal Healthy Longevity Survey. Am. J. Geriatr. Psychiatry 2016, 24, 389–398. [Google Scholar] [CrossRef]
- Hawkley, L.C.; Cacioppo, J.T. Loneliness matters: A theoretical and empirical review of consequences and mechanisms. Ann. Behav. Med. 2010, 40, 218–227. [Google Scholar] [CrossRef]
- Marketon, J.I.W.; Glaser, R. Stress hormones and immune function. Cell. Immunol. 2008, 252, 16–26. [Google Scholar] [CrossRef]
- Reiche, E.M.V.; Nunes, S.O.V.; Morimoto, H.K. Stress, depression, the immune system, and cancer. Lancet Oncol. 2004, 5, 617–625. [Google Scholar] [CrossRef]
- Ellwardt, L.; Aartsen, M.; Deeg, D.; Steverink, N. Does loneliness mediate the relation between social support and cognitive functioning in later life? Soc. Sci. Med. 2013, 98, 116–124. [Google Scholar] [CrossRef]
- Stevens, N. Gender and adaptation to widowhood in later life. Ageing Soc. 1995, 15, 37–58. [Google Scholar] [CrossRef]
- Fratiglioni, L.; Paillard-Borg, S.; Winblad, B. An active and socially integrated lifestyle in late life might protect against dementia. Lancet Neurol. 2004, 3, 343–353. [Google Scholar] [CrossRef]
- Stern, Y. Cognitive reserve in ageing and Alzheimer’s disease. Lancet Neurol. 2012, 11, 1006–1012. [Google Scholar] [CrossRef]
- Zhou, Z.; Mao, F.; Han, Y.; Fu, J.; Fang, Y. Social Engagement and Cognitive Impairment in Older Chinese Adults: The Mediating Role of Psychological Well-Being. J. Aging Health 2019, 0, 1–17. [Google Scholar] [CrossRef]
- Wilson, R.S.; Evans, D.A.; Bienias, J.L.; Mendes de Leon, C.F.; Schneider, J.A.; Bennett, D.A. Proneness to psychological distress is associated with risk of Alzheimer’s disease. Neurology 2003, 61, 1479–1485. [Google Scholar] [CrossRef]
- Hermes, G.L.; Rosenthal, L.; Montag, A.; McClintock, M.K. Social isolation and the inflammatory response: Sex differences in the enduring effects of a prior stressor. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2006, 290, R273–R282. [Google Scholar] [CrossRef]
- Holwerda, T.; Beekman, A.; Deeg, D.; Stek, M.; Van Tilburg, T.; Visser, P.; Schmand, B.; Jonker, C.; Schoevers, R. Increased risk of mortality associated with social isolation in older men: Only when feeling lonely? results from the Amsterdam Study of the Elderly (AMSTEL). Psychol. Med. 2012, 42, 843–853. [Google Scholar] [CrossRef]
- Russel, D.; Peplau, L.A.; Cutrona, C.E. The revised UCLA Loneliness Scale: Concurrent and discriminant validity evidence. J. Personal. Soc. Psychol. 1980, 39, 472–480. [Google Scholar] [CrossRef]
- Weuve, J.; Tchetgen Tchetgen, E.J.; Glymour, M.M.; Beck, T.L.; Aggarwal, N.T.; Wilson, R.S.; Evans, D.A.; Mendes de Leon, C.F. Accounting for bias due to selective attrition: The example of smoking and cognitive decline. Epidemiology 2012, 23, 119–128. [Google Scholar] [CrossRef]
- Rajan, K.B.; Wilson, R.S.; Weuve, J.; Barnes, L.L.; Evans, D.A. Cognitive impairment 18 years before clinical diagnosis of Alzheimer disease dementia. Neurology 2015, 85, 898–904. [Google Scholar] [CrossRef] [Green Version]
- Sattar, N.; Preiss, D. Reverse Causality in Cardiovascular Epidemiological Research: More Common Than Imagined? Circulation 2017, 135, 2369–2372. [Google Scholar] [CrossRef]
Variables | Men (N = 3390) | Women (N = 3508) | |
---|---|---|---|
Loneliness | Lonely | 22.9 | 30.6 |
Not lonely | 77.1 | 69.4 | |
Age (year) | ~65 | 35.2 | 30.3 |
~75 | 32.0 | 29.2 | |
~85 | 26.6 | 27.6 | |
~95 | 6.2 | 12.9 | |
Education level | Illiterate | 29.3 | 73.8 |
Primary school | 50.0 | 20.5 | |
Middle school | 11.0 | 3.4 | |
High school | 6.3 | 1.6 | |
College or above | 3.4 | 0.7 | |
Working status | Still working | 19.6 | 9.5 |
Not working | 80.4 | 90.5 | |
BMI | Normal | 61.3 | 53.2 |
Abnormal | 38.7 | 46.8 | |
Baseline cognitive functioning a | – | 25.8 (2.6) | 24.7 (2.9) |
Marital status | Having a spouse | 64.4 | 32.5 |
No spouse | 35.6 | 67.5 | |
Living alone | Yes | 13.9 | 19.5 |
No | 86.1 | 80.5 | |
Social support | Yes | 92.6 | 93.3 |
No | 7.4 | 6.7 | |
Smoking | Yes | 38.1 | 6.2 |
No | 61.9 | 93.8 | |
Drinking | Yes | 34.0 | 7.8 |
No | 66.0 | 92.2 | |
Exercises | Yes | 42.2 | 30.4 |
No | 57.8 | 69.6 | |
Diabetes | Yes | 3.0 | 3.0 |
No | 97.0 | 97.0 | |
CVD | Yes | 27.3 | 31.5 |
No | 72.7 | 68.5 | |
ADL disability | Yes | 37.7 | 58.2 |
No | 62.3 | 41.8 |
Independent Variables | Cognitive Impairment | |||||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | ||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Loneliness | 1.39 * | 1. 08–1.80 | 1.37 * | 1. 50–1.80 | 1.30 * | 1.01–1.69 |
Age | 2.09 *** | 1.81–2.42 | 2.04 *** | 1.76–2.36 | 1.85 *** | 1.59–2.16 |
Education level | 0.76 *** | 0.66–0.88 | 0.77 *** | 0.67–0.89 | 0.78 ** | 0.68–0.90 |
Working status | 0.30 *** | 0.17–0.52 | 0.30 *** | 0.17–0.53 | 0.34 *** | 0.19–0.61 |
BMI | 1.14 | 0.90–1.45 | 1.14 | 0.91–1.46 | 1.17 | 0.92–1.48 |
Baseline cognitive functioning | 0.91 *** | 0.88–0.95 | 0.92 *** | 0.88–0.95 | 0.93 *** | 0.89–0.97 |
Married | 0.67 ** | 0.51–0.87 | 0.67 ** | 0.51–0.87 | 0.68 ** | 0.52–0.89 |
Living alone | 0.81 | 0.58–1.14 | 0.81 | 0.58–1. 13 | 0.85 | 0.60–1.19 |
Social support | 0.83 | 0.54–1.28 | 0.85 | 0.55–1.31 | 0.88 | 0.57–1.35 |
Smoking | 0.81 | 0.62–1.05 | 0.81 | 0.62–1.06 | ||
Drinking | 0.81 | 0.62–1.05 | 0.83 | 0.63–1.08 | ||
Exercises | 0.76 * | 0.60–0.98 | 0.81 | 0.63–1.03 | ||
Diabetes | 0.55 | 0.21–1.39 | ||||
CVD | 1.03 | 0.79–1.34 | ||||
ADL disability | 1.79 *** | 1.36–2.35 |
Independent Variables | Cognitive Impairment | |||||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | ||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Loneliness | 1.01 | 0.83–1.22 | 0.99 | 0.82–1.21 | 0.98 | 0.81–1.19 |
Age | 2.32 *** | 2.09–2.58 | 2.32 *** | 2.08–2.58 | 2.14 *** | 1.91–2.39 |
Education level | 0.61 *** | 0.50–0.74 | 0.62 *** | 0.51–0.75 | 0.62 *** | 0.51–0.76 |
Working status | 0.52 *** | 0.32–0.86 | 0.52 * | 0.31–0.86 | 0.57 *** | 0.34–0.94 |
BMI | 1.06 | 0.89–1.26 | 1.06 | 0.89–1.27 | 1.07 | 0.89–1.27 |
Baseline cognitive functioning | 0.94 *** | 0.91–0.97 | 0.94 *** | 0.91–0.97 | 0.95 ** | 0.92–0.98 |
Married | 0.66 ** | 0.50–0.85 | 0.65 ** | 0.50–0.84 | 0.67 ** | 0.51–0.87 |
Living alone | 0.80 | 0.64–1.01 | 0.81 | 0.64–1.02 | 0.83 | 0.66–1.05 |
Social support | 0.95 | 0.67–1.34 | 0.96 | 0.68–1.35 | 0.95 | 0.67–1.35 |
Smoking | 0.86 | 0.58–1.28 | 0.85 | 0.57–1.26 | ||
Drinking | 0.72 | 0.51–1.02 | 0.72 | 0.51–1.02 | ||
Exercises | 0.85 | 0.69–1.04 | 0.88 | 0.72–1.09 | ||
Diabetes | 0.61 | 0.28–1.32 | ||||
CVD | 0.87 | 0.71–1.06 | ||||
ADL disability | 1.60 *** | 1.26–2.01 |
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Zhou, Z.; Mao, F.; Zhang, W.; Towne, S.D., Jr.; Wang, P.; Fang, Y. The Association Between Loneliness and Cognitive Impairment among Older Men and Women in China: A Nationwide Longitudinal Study. Int. J. Environ. Res. Public Health 2019, 16, 2877. https://doi.org/10.3390/ijerph16162877
Zhou Z, Mao F, Zhang W, Towne SD Jr., Wang P, Fang Y. The Association Between Loneliness and Cognitive Impairment among Older Men and Women in China: A Nationwide Longitudinal Study. International Journal of Environmental Research and Public Health. 2019; 16(16):2877. https://doi.org/10.3390/ijerph16162877
Chicago/Turabian StyleZhou, Zi, Fanzhen Mao, Wei Zhang, Samuel D. Towne, Jr., Ping Wang, and Ya Fang. 2019. "The Association Between Loneliness and Cognitive Impairment among Older Men and Women in China: A Nationwide Longitudinal Study" International Journal of Environmental Research and Public Health 16, no. 16: 2877. https://doi.org/10.3390/ijerph16162877
APA StyleZhou, Z., Mao, F., Zhang, W., Towne, S. D., Jr., Wang, P., & Fang, Y. (2019). The Association Between Loneliness and Cognitive Impairment among Older Men and Women in China: A Nationwide Longitudinal Study. International Journal of Environmental Research and Public Health, 16(16), 2877. https://doi.org/10.3390/ijerph16162877