Abstract
Objectives
It is inconsistent in the literature on whether inequalities of health in older age
widen or narrow over time. We assessed the associations of socioeconomic status (SES),
physical functioning, and mortality in an older age cohort in Hong Kong.
Design
Longitudinal cohort study.
Setting and Participants
We recruited 2032 older adults aged 70+ in 1991 to 1992 and followed them for 10 years.
Methods
SES was operationalized as education, baseline individual income, and longest-held
occupation in lifetime. Physical functioning was measured by Barthel's Index for activities
of daily living (ADL), from which disability was defined as ADL score <20. Mortality
data were obtained from the Death Registry. Bayesian joint modeling with 2 sub-models,
mixed-effect, and Cox proportional hazard model, were used to respectively model the
associations of SES and disability, and SES and mortality, accounting for selection
by mortality.
Results
Education and income at baseline were not clearly related to disability, but those
with lower education level and income at baseline tended to have their risks increased
with time. Older adults who had been mostly economically inactive or unemployed in
their lifetime had higher risk of disability [odds ratio 3.24; 95% credible interval
(95%CrI) 1.29 to 7.97], and such risk increased over time. For mortality, older adults
with no schooling were at higher risk compared with those with secondary education
or above (hazard ratio 1.25; 95%CrI 1.00 to 1.57). Income at baseline and longest-held
occupation in lifetime were not clearly related to mortality.
Conclusions and Implications
We observed inequalities of health of older adults in Hong Kong that widened as they
age. Community and medical interventions targeting the older adults with the lowest
SES would be important to prevent their more rapid decline in physical functioning.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Journal of the American Medical Directors AssociationAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- A life course approach to healthy ageing.Oxford University Press, Oxford, UK2013
- State-of-science review: E14 determinants of normal cognitive ageing: Implications for mental capital.in: Mental Capital and Wellbeing: Making the Most of Ourselves in the 21st Century. Government Office for Science, 2008
- Proximal predictors of change in quality of life at older ages.J Epidemiol Community Health. 2011; 65: 542-547
- Objective measures of physical capability and subsequent health: A systematic review.Age Ageing. 2011; 40: 14-23
- Objectively measured physical capability levels and mortality: Systematic review and meta-analysis.BMJ. 2010; 341: c4467
- Area deprivation across the life course and physical capability in midlife: Findings from the 1946 British birth cohort.Am J Epidemiol. 2013; 178: 441-450
- Cumulative advantage theory in life course research.Annu Rev Gerontol Geriatr. 2002; 22: 14-30
- Education, age, and the cumulative advantage in health.J Health Soc Behav. 1996; 37: 104-120
- Aging and inequality in income and health.Am Econ Rev. 1998; 88: 248-253
- Continuity and change in the social stratification of aging and health over the life course: Evidence from a nationally representative longitudinal study from 1986 to 2001/2002 (Americans' Changing Lives Study).J Gerontol B Psychol Sci Soc Sci. 2005; 60: S15-S26
- Socioeconomic status and age trajectories of health.Soc Sci Med. 2007; 65: 2489-2502
- Cohort and life-course patterns in the relationship between education and health: A hierarchical approach.Demography. 2003; 40: 309-331
- Thematic Report: Household Income Distribition in Hong Kong.HKSAR Government, Hong Kong2017
- Population and Vital Statistics Report: Statistical Papers Series A.United Nations, New York2020
- Report on Age Watch Index for Hong Kong 2016 and Hong Kong Elder Quality of Life Index.The Hong Kong Jockey Club, Hong Kong2018
- Sense of community in Hong Kong: Relations with community-level characteristics and residents’ well-being.Am J Community Psychol. 2009; 44: 80-92
- Perceptions of neighborhood environment, sense of community, and self-rated health: An age-friendly city project in Hong Kong.J Urban Health. 2019; 96: 276-288
- The prevalence of depressive symptoms and predisposing factors in an elderly Chinese population.Acta Psychiatr Scand. 1994; 89: 8-13
- Life satisfaction and associated factors in older Hong Kong Chinese.J Am Geriatr Soc. 1995; 43: 252-255
- Very low, low and heavy weight births in Hong Kong SAR: How important is socioeconomic and migrant status?.J Biosoc Sci. 2014; 46: 316
- Functional evaluation: The Barthel index: A simple index of independence useful in scoring improvement in the rehabilitation of the chronically ill.Md State Med J. 1965; 14: 61-65
- Development of a Chinese version of the modified Barthel index—validity and reliability.Clin Rehabil. 2007; 21: 912-922
- Relationship between self-report and performance measures of function: A systematic review.Can J Aging. 2006; 25: 253-270
- Relationships between long-term stroke disability, handicap and health-related quality of life.Age Ageing. 2006; 35: 273-279
- Summarizing and communicating on survival data according to the audience: A tutorial on different measures illustrated with population-based cancer registry data.Clin Epidemiol. 2019; 11: 53
- Longitudinal change in physical functioning and dropout due to death among the oldest old: A comparison of three methods of analysis.Eur J Ageing. 2019; 17: 207-216
- Joint models for longitudinal and time-to-event data: With applications in R.CRC Press, Boca Raton, FL2012
- Joint longitudinal and time-to-event models via Stan.(Proceedings of StanCon 2018)2018
- A new criterion for confounder selection.Biometrics. 2011; 67: 1406-1413
- Sex and gender: Modifiers of health, disease, and medicine.Lancet. 2020; 396: 565-582
- Functional health status as a predictor of mortality in men and women over 65.J Clin Epidemiol. 1997; 50: 291-296
- Predicting mortality from community surveys of older adults: The importance of self-rated functional ability.J Gerontol B Psychol Sci Soc Sci. 1997; 52: S155-S163
- Trajectories of impairment, social support, and depressive symptoms in later life.J Gerontol B Psychol Sci Soc Sci. 2004; 59: S238-S246
- Socioeconomic stratification and multidimensional health trajectories: Evidence of convergence in later old age.J Gerontol B Psychol Sci Soc Sci. 2015; 70: 661-671
- A multilevel analysis of the effects of neighbourhood income inequality on individual self-rated health in Hong Kong.Soc Sci Med. 2009; 68: 124-132
- Socioeconomic status and physical functioning: A longitudinal study of older Chinese people.J Gerontol B Psychol Sci Soc Sci. 2018; 73: 1315-1329
- Socioeconomic inequalities in physical and mental functioning of British, Finnish, and Japanese civil servants: Role of job demand, control, and work hours.Soc Sci Med. 2009; 69: 1417-1425
- Education and physical health trajectories in old age. Evidence from the Survey of Health, Ageing and Retirement in Europe (SHARE).Int J Public Health. 2013; 58: 23-31
- Policies and strategies to promote social equity in health.Background document to WHO-Strategy paper for Europe. Institute for Futures Studies. 1991;
- Impact of socioeconomic position on frailty trajectories in 10 European countries: Evidence from the Survey of Health, Ageing and Retirement in Europe (2004–2013).J Epidemiol Community Health. 2017; 71: 73-80
- Hong Kong Poverty Situation Report 2019.HKSAR Government, Hong Kong2020
- Trends in elderly poverty in Hong Kong: A decomposition analysis.Soc Indic Res. 2016; 129: 551-564
- Hong Kong Inequality Report.Hong Kong, 2018
- A gold mine, but still no Klondike: Nordic register data in health inequalities research.Scand J Public Health. 2019; 47: 618-630
- Robust aging among the young-old, old-old, and oldest-old.J Gerontol B Psychol Sci Soc Sci. 1995; 50: S77-S87
- The Barthel ADL index: A standard measure of physical disability?.Int Disabil Stud. 1988; 10: 64-67
- A comparative review of the Katz ADL and the Barthel Index in assessing the activities of daily living of older people.Int J Older People Nurs. 2007; 2: 204-212
- Triangulation in aetiological epidemiology.Int J Epidemiol. 2016; 45: 1866-1886
- The economic contribution of homemakers.Ann Am Acad Pol Soc Sci. 1947; 251: 61-69
- Why representativeness should be avoided.Int J Epidemiol. 2013; 42: 1012-1014
- Inference from iterative simulation using multiple sequences.Stat Sci. 1992; 7: 457-472
Article info
Publication history
Published online: September 20, 2021
Footnotes
The study was supported by the Croucher Foundation and the Hong Kong Health Services Research Grant #411009. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
The authors declare no conflicts of interest.
Identification
Copyright
© 2021 AMDA - The Society for Post-Acute and Long-Term Care Medicine.