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Woo J, Marmot M. Non-Communicable Diseases, Longevity, and Health Span: A Hong Kong Perspective. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:359. [PMID: 40238433 PMCID: PMC11942087 DOI: 10.3390/ijerph22030359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/12/2025] [Accepted: 02/18/2025] [Indexed: 04/18/2025]
Abstract
The health of different countries evolves in parallel with their economic development. Communicable diseases play a more prominent role in low-income countries compared with high-income countries, while non-communicable diseases (NCDs) have become dominant in developing and developed economies. This transition has been accompanied by public health efforts to prevent NCDs, resulting in improvements in total life expectancy at birth (TLE). It is recognized that health determinants are not confined to healthcare systems, but that social determinants play a key role in health inequalities. The rapid increase in life expectancy at birth has led to increasing numbers of older adults, where health inequalities are accentuated. The current UN Decade of Healthy Aging calls for a life-course approach to building intrinsic capacity, maintaining function, and avoiding dependency with age instead of avoiding mortality and morbidity. TLE in Hong Kong is one of the highest in the world as a result of public health preventive efforts and an essentially free hospital system. However, the increase in TLE has not been accompanied by the same magnitude of increase in health span, resulting in an increasing dependency burden. Geography, culture, dietary and smoking habits, physical activity, urban planning, and neighbourhood cohesion are some of the social determinants affecting TLE and also health inequalities. With population ageing, it would be appropriate to focus on the social determinants affecting health span to maintain functional independence rather than prolonging life. A whole-of-society response instead of relying solely on the adaptation of health and social care systems would be needed, together with more nuanced metrics to measure health span.
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Affiliation(s)
- Jean Woo
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China;
- Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Michael Marmot
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China;
- Institute of Health Equity, University College London, London WC1E 7HB, UK
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Casillas-Clot J, Fernández-Carro C. Disability trends in Spain by sex: An Age-Period-Cohort analysis. Public Health 2024; 237:330-335. [PMID: 39515217 DOI: 10.1016/j.puhe.2024.10.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 10/07/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVES Disability is a complex concept, and generally refers to a situation where the carrying out of daily routines and social interactions is made more difficult for people. Despite research suggesting an increase in disability worldwide, there are few studies that afford a longitudinal perspective, with most focused exclusively on older populations. This study takes a generational perspective with the aim of analyzing the trend of disability in Spain STUDY DESIGN: Age-period-cohort analysis. METHOD To address a gap in the existing research, this study carries out an Age-Period-Cohort analysis to examine disability time-trends in Spain by sex, using data from various cross-sectional surveys conducted in 1999 (n = 218,185), 2008 (n = 258,187), and 2020 (n = 164,254). RESULTS The results of this study contribute to knowledge of disability time-trends, and provide overall-population scope and sex differentials. While age was found to be the primary factor in an increase in disability, this study afforded insight into a decline in disability over period, observed after removing the age effect. Further, after controlling for age and period, significant differences in the prevalence of disability by cohort were observed. Differences by sex were found, with differing patterns of disability observed for female and male cohorts. This study also found an increase in the prevalence of disability in the youngest cohort, despite a general decrease in disability for generations born after 1960. CONCLUSIONS Between generational cohorts, there are differing patterns for the prevalence of disability which cannot be explained by age, or by the period through which the cohort has lived.
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Affiliation(s)
- Javier Casillas-Clot
- Research Unit for the Analysis of Mortality and Health Statistics, Department of Community Nursing, Preventive Medicine, Public Health and History of Science, University of Alicante, carr. de San Vicente del Raspeig, s/n, 03690, San Vicente del Raspeig, Alicante, Spain.
| | - Celia Fernández-Carro
- Department of Sociology III, Faculty of Political Science and Sociology, Universidad Nacional de Educación a Distancia (UNED), c/Obispo Trejo 2, 28040, Madrid, Spain.
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Pan C, Cao N, Kelifa MO, Luo S. Age and cohort trends in disability among Chinese older adults. Front Public Health 2023; 11:998948. [PMID: 36969644 PMCID: PMC10031081 DOI: 10.3389/fpubh.2023.998948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 02/03/2023] [Indexed: 03/29/2023] Open
Abstract
Objective This study aimed to examine age and cohort trends in disability among Chinese older adults and explore the disablement process factors that may explain the cohort trends in disability. Methods This study used data from five waves of the Chinese Longitudinal Healthy Longevity Survey (CLHLS). A hierarchical logistic growth model was used to analyze the A-P-C effects and the contributors of cohort trends. Results ADL, IADL, and FL among Chinese older adults showed increasing age and cohort trends. FL was more likely to result in IADL disability than ADL disability. Among the disablement process factors, gender, residence, education, health behavior, disease, and family income contributed to most of the cohort trends in disability. Conclusions As older adults face increasing disability trends, it is necessary to distinguish age and cohort trends and develop more effective interventions according to relative contributors to prevent disability among them.
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Affiliation(s)
- Chaoping Pan
- School of Public Health, Wuhan University, Wuhan, Hubei, China
| | - Na Cao
- School of Public Health, Wuhan University, Wuhan, Hubei, China
- Na Cao
| | | | - Shuren Luo
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- *Correspondence: Shuren Luo
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Fors S, Illinca S, Jull J, Kadi S, P Phillips S, Rodrigues R, Vafaei A, Zolyomi E, Rehnberg J. Cohort-specific disability trajectories among older women and men in Europe 2004-2017. Eur J Ageing 2022; 19:1111-1119. [PMID: 36692740 PMCID: PMC9729672 DOI: 10.1007/s10433-022-00684-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2022] [Indexed: 01/26/2023] Open
Abstract
As the population of Europe grows older, one crucial issue is how the incidence and prevalence of disabilities are developing over time in the older population. In this study, we compare cohort-specific disability trajectories in old age across subsequent birth cohorts in Europe, during the period 2004-2017.We used data from seven waves of data from the Survey of Health, Ageing and Retirement in Europe (SHARE). Mixed effects logistic regression models were used to model trajectories of accumulation of ADL limitations for subsequent birth cohorts of older women and men in different European regions. The results showed that there were sex differences in ADL and IADL limitations in all regions for most cohorts. Women reported more limitations than men, particularly in Eastern and Southern rather than Northern and Western Europe. Among men in Eastern, Northern and Western Europe, later born cohorts reported more disabilities than did earlier born birth cohorts at the same ages. Similar patterns were observed for women in Northern and Western Europe. In contrast, the risk of disabilities was lower in later born cohorts than in earlier born birth cohorts among women in Eastern Europe. Overall, results from this study suggest that disability trajectories in different cohorts of men and women were by and large similar across Europe. The trajectories varied more depending on sex, age and region than depending on cohort.
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Affiliation(s)
- Stefan Fors
- Aging Research Center, Karolinska Institutet and Stockholm University, Tomtebodavägen 18A, 171 65, Solna, Stockholm, Sweden.
- Centre for Epidemiology and Community Medicine, Region Stockholm, Stockholm, Sweden.
| | - Stefania Illinca
- European Center for Social Welfare Policy and Research, Vienna, Austria
| | - Janet Jull
- School of Rehabilitation Therapy, Queen's University, Kingston, ON, Canada
| | - Selma Kadi
- European Center for Social Welfare Policy and Research, Vienna, Austria
| | - Susan P Phillips
- Department of Family Medicine, Queen's University, Kingston, ON, Canada
| | - Ricardo Rodrigues
- European Center for Social Welfare Policy and Research, Vienna, Austria
| | - Afshin Vafaei
- Department of Family Medicine, Queen's University, Kingston, ON, Canada
| | - Eszter Zolyomi
- European Center for Social Welfare Policy and Research, Vienna, Austria
| | - Johan Rehnberg
- Aging Research Center, Karolinska Institutet and Stockholm University, Tomtebodavägen 18A, 171 65, Solna, Stockholm, Sweden
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Trends in activities of daily living disability among Chinese older adults from 1998 to 2018: an age-period-cohort analysis. Eur J Ageing 2022; 19:1167-1179. [PMID: 36692744 PMCID: PMC9729626 DOI: 10.1007/s10433-022-00690-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2022] [Indexed: 01/26/2023] Open
Abstract
This study aims to investigate the age, period, and cohort effects on trends in activities of daily living (ADL) disability among Chinese older adults; and to explore these three temporal effects on gender and residence disparities in disability. We utilized multiple cross-sectional waves of the Chinese Longitudinal Healthy Longevity Survey data (1998-2018), including 89,511 participants aged above 65 years old. Our measurement of disability is the number of ADL items (dressing, bathing, indoor transferring, toileting, eating, and continence) participants can't perform independently. Hierarchical age-period-cohort cross-classified random effects models were conducted to investigate age, period and cohort trends in ADL disability. Results showed that ADL disability increased with age at an increasing rate. A V-shaped cohort trend and a fluctuated period trend were identified. Females and urban residents were associated with more ADL limitations. When age increased, the gender and residence gaps in disability further increased. The cohort-based gender and residence inequalities in ADL limitations converged with successive cohorts. The period-based residence gap in ADL limitations diverged throughout the 20-year period, while the corresponding period-based change in gender disparity was not significant. These findings suggested that age, period, and cohort had different and independent effects on ADL disability among Chinese older adults. The age effect on trends in ADL is stronger compared to period and cohort effects. The gender and residence disparities in disability increased with age and decreased with successive cohorts. These patterns might help inform healthcare planning and the priorities for medical resource allocation accordingly.
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Qiao R, Jia S, Zhao W, Xia X, Su Q, Hou L, Li D, Hu F, Dong B. Prevalence and correlates of disability among urban-rural older adults in Southwest China: a large, population-based study. BMC Geriatr 2022; 22:517. [PMID: 35739469 PMCID: PMC9229854 DOI: 10.1186/s12877-022-03193-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 06/03/2022] [Indexed: 02/08/2023] Open
Abstract
Background As one of the challenges of aging, older adults with disabilities are often overlooked in remote areas of many developing countries, including southwest China. Similar populations would undoubtedly benefit from a representative, high-quality survey of large samples, which would also enrich global disability data. This study aims to assess the prevalence of disability and associated factors among urban and rural older adults in a typical representative region. Method A large-scale baseline survey was conducted between March and September 2020 using face-to-face interviews with a multistage stratified random sample of 16,536 participants aged ≥ 60 years. Disability was assessed using the BI scale, with a score of 100 representing normal status, 65–95 as mild disability, 45–60 as moderate disability, and 0–40 as severe disability. The prevalence of disability was estimated by demographics and health characteristics, and their associations were explored by robust Poisson regression analysis. Results The prevalence of disability among older adults was 19.4%, and the prevalence of mild, moderate, and severe disability was 16.8%, 1.5%, and 1.1%, respectively. All variables, including older age, residence in a rural area, higher number of hospitalizations, comorbidities, poor self-rated health, falls, cognitive impairment, mental impairment, and alienation from friends and relatives, were shown to be associated with a higher adjusted prevalence of disability. Only formal education can reduce the risk of disability. Conclusion The prevalence of disability among older adults is high in both urban and rural settings in southwest China, and a number of important factors associated with disability have been identified. In addition to increased attention to the health status of older adults, further research on scientific management and effective disability interventions is needed. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-022-03193-2.
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Affiliation(s)
- Runjuan Qiao
- National Clinical Research Center for Geriatrics and Department of General Practice, West China Hospital, Sichuan University, Chengdu, China
| | - Shuli Jia
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Wanyu Zhao
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Xin Xia
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Qiaoli Su
- National Clinical Research Center for Geriatrics and Department of General Practice, West China Hospital, Sichuan University, Chengdu, China
| | - Lisha Hou
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Daiping Li
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Fengjuan Hu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Birong Dong
- National Clinical Research Center for Geriatrics and Department of General Practice, West China Hospital, Sichuan University, Chengdu, China. .,Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
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Ching Wong AK, Yuet Wong FK, Sum Chow KK, Man Wong S. Effects of a Video-Based mHealth Program for Homebound Older Adults: Study Protocol for a Pilot Randomized Controlled Trial. Gerontology 2021; 68:353-360. [PMID: 34161946 DOI: 10.1159/000516967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 05/02/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Although homebound older adults are among the highest users of hospital services, the existing health and social services that are provided to them in the community are limited and fragmented. This study attempts to bring this group of older adults to providers' attention by designing a health-social-oriented self-care mobile Health (mHealth) program and subjecting it to empirical testing. The aim of this study is to shift the current reactive, cure-oriented approach to a preventive and health-promoting model, empowering homebound older adults to take an active role in their health, be responsive to their care needs, and subsequently improve their holistic health. METHODS This is a pilot randomized controlled trial. The study is supported by 5 community centers with an estimated sample size of 68 subjects. The subjects will be randomly assigned to video-based mHealth or control groups when they (1) are aged 60 or over, (2) go outdoors less than once a week in the current 6 months, (3) live within the service areas, and (4) use a smartphone. Subjects in the video-based mHealth group will receive a 3-month program comprising 2 main interventions: nurse case management supported by a social service team and video messages covering self-care topics, delivered via smartphone. The control group will receive usual care. Data will be collected at 2 time points - pre-intervention (T1) and post-intervention (T2). The primary outcome will be self-efficacy, and secondary outcomes will include health outcomes (activities of daily living, instrumental activities of daily living, and medication adherence), perceived well-being outcomes (quality of life and depression), and health service utilization outcomes (outpatient clinic, emergency room, and hospital admission). DISCUSSION The current study will add to the knowledge gap in using mHealth supported by a health-social team to enhance quality of life and self-care and meet the needs of these particularly vulnerable older adults.
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Affiliation(s)
| | | | | | - Siu Man Wong
- The Hong Kong Lutheran Social Service, Homantin, Hong Kong, China
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Shi Z, Lin J, Xiao J, Fang Y. Sex differences in the association between latent class of lifestyle and disability among older adults in China. BMC Geriatr 2021; 21:188. [PMID: 33736602 PMCID: PMC7976722 DOI: 10.1186/s12877-021-02087-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 02/15/2021] [Indexed: 11/30/2022] Open
Abstract
Background A healthy lifestyle may prevent disability for older adults. But research to date is limited to a single lifestyle behavior and ignore sex difference in the lifestyle-disability association. This study aimed at identifying sex-specific latent classes of lifestyle and their relationship with disability among older Chinese adults. Methods Data were obtained from adults aged 65 years or above in the 2018 Chinese Longitudinal Healthy Longevity Survey, a nationally representative sample of older adults in China. We used latent class analysis to categorize participants into subgroups based on three dimensions of lifestyle factors: health behaviors, psychological wellbeing, and social engagement. Disability was assessed by the activities of daily living (ADL). Multivariable logistic regression was used to evaluate the associations between the latent lifestyle classes and disability. Results A total of 15,771 older adults were included in this analysis, of whom 56% were women and 66% aged 80 years or above. We identified four latent lifestyle classes among older women: “Health Promoting” (28%), “Isolated and Health Harming” (34%), “Restless and Dismal” (21%), and “Restless” (17%). A different set of four lifestyle classes were identified in older men: “Health Promoting” (21%), “Isolated and Health Harming” (26%), “Restless and Dismal” (20%), and “Discordant” (33%). Compared with the “Health Promoting” class, the “Isolated and Health Harming” class (OR = 1.88, 95% CI: 1.46–2.43) and the “Restless and Dismal” class (OR = 1.67, 95% CI: 1.27–2.20) had higher risk of disability in women. The “Discordant” class had lower risk of disability in men (OR = 0.52, 95% CI: 0.37–0.72). Conclusions Our analyses revealed different lifestyle patterns for older women and men in China. Sex differences in the associations between lifestyle and disability need to be considered when formulating interventions to prevent disability. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02087-z.
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Affiliation(s)
- Zaixing Shi
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China.,Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Jianlin Lin
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Jian Xiao
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Ya Fang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China. .,Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China.
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Woo J, Leung D, Yu R, Lee R, Wong H. Factors Affecting Trends in Societal Indicators of Ageing Well in Hong Kong: Policies, Politics and Pandemics. J Nutr Health Aging 2021; 25:325-329. [PMID: 33575723 PMCID: PMC7552947 DOI: 10.1007/s12603-020-1488-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 09/28/2020] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To document the trend in a quality of life indicator for the older Hong Kong population as an assessment of the impact of age friendly city policies, political conflicts and the covid-19 pandemic. DESIGN Random telephone survey and collection of government data over four years (2017-2020). SETTING Community living older people. PARTICIPANTS People aged 50 years and over. MEASUREMENTS The Hong Kong Quality of Life Index covering four domains of in income security, health status, capability and enabling environment. RESULTS From 2017-9, improvements were seen in various domains in parallel with the adoption of the World Health Organization's Age Friendly City concept by government policy together with a territory wide initiative supported by a major philanthropic organization. However scores of all domains dropped markedly as a result of political conflicts as well as the onset of the pandemic. CONCLUSION The documentation of the trend in HKEQOL shows that while it may be used as a macro indicator that is able to reflect policies affecting the well-being of older people, it is also able to reflect the impact of societal unrest and pandemics, and that the latter may override the effect of existing ageing policies. It also follows that during social unrest and pandemics, specific policies targeting older people may be needed to maintain well-being.
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Affiliation(s)
- J Woo
- Prof Jean Woo, Department of Medicine and Therapeutics, Prince of Wales Hospital, Shatin, N.T. Hong Kong, Tel: 852-3505-3493, Fax: 852-2637-3852,
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Woo J. Implementing Advance Care Planning in 'The Age of Deferred Death'- the Hong Kong Experience over 4 Years. J Nutr Health Aging 2021; 25:584-589. [PMID: 33786573 PMCID: PMC7838233 DOI: 10.1007/s12603-021-1594-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 01/05/2021] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To plan, implement and evaluate a series of initiatives to improve patient centred quality of end of life care through raising public awareness, promoting the concept that all health and social care professionals should be engaged in this practice, and carrying out pilot of community care models. DESIGN Pilot studies of community models of care, training programs for health and social care professionals, public education programmes. SETTING Selected hospitals, residential care homes for the elderly, and community centres in Hong Kong. PARTICIPANTS Patients and their families at the end of life stage. MEASUREMENTS Combination of quantitative and qualitative studies according to different components of the initiative. RESULTS Effective training for professional staff occurred using training videos, role play, rather than lectures, and when concepts are integrated into daily practice and quality assurance programmes. Members of the public welcomed end of life care discussions and the implementation of advance care planning. The pilot community care program was found to reduce anxiety, depression, physical symptoms, improve communication within the family as well as promoting a feeling of peace among recipients of the service. It also reduced care giver strain and anxiety, as well as hospital visits and duration of stay. Similar findings were also observed among recipients of care in the residential care setting. CONCLUSION A sustainable model would require uptake by policy makers and chief executives of Social Welfare and Health Bureaus, supported by amendments of relevant legal ordinances, which is in progress after public consultation.
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Affiliation(s)
- J Woo
- Prof Jean Woo, Department of Medicine and Therapeutics, Prince of Wales Hospital, Shatin, N.T. Hong Kong, Tel: 852-3505-3493, Fax: 852-3505-3852,
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Barker KM, Dunn EC, Richmond TK, Ahmed S, Hawrilenko M, Evans CR. Cross-classified multilevel models (CCMM) in health research: A systematic review of published empirical studies and recommendations for best practices. SSM Popul Health 2020; 12:100661. [PMID: 32964097 PMCID: PMC7490849 DOI: 10.1016/j.ssmph.2020.100661] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 08/24/2020] [Accepted: 08/25/2020] [Indexed: 11/28/2022] Open
Abstract
Recognizing that health outcomes are influenced by and occur within multiple social and physical contexts, researchers have used multilevel modeling techniques for decades to analyze hierarchical or nested data. Cross-Classified Multilevel Models (CCMM) are a statistical technique proposed in the 1990s that extend standard multilevel modeling and enable the simultaneous analysis of non-nested multilevel data. Though use of CCMM in empirical health studies has become increasingly popular, there has not yet been a review summarizing how CCMM are used in the health literature. To address this gap, we performed a scoping review of empirical health studies using CCMM to: (a) evaluate the extent to which this statistical approach has been adopted; (b) assess the rationale and procedures for using CCMM; and (c) provide concrete recommendations for the future use of CCMM. We identified 118 CCMM papers published in English-language literature between 1994 and 2018. Our results reveal a steady growth in empirical health studies using CCMM to address a wide variety of health outcomes in clustered non-hierarchical data. Health researchers use CCMM primarily for five reasons: (1) to statistically account for non-independence in clustered data structures; out of substantive interest in the variance explained by (2) concurrent contexts, (3) contexts over time, and (4) age-period-cohort effects; and (5) to apply CCMM alongside other techniques within a joint model. We conclude by proposing a set of recommendations for use of CCMM with the aim of improved clarity and standardization of reporting in future research using this statistical approach.
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Affiliation(s)
- Kathryn M. Barker
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Erin C. Dunn
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Tracy K. Richmond
- Department of Medicine, Division of Adolescent Medicine, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Sarah Ahmed
- Department of Sociology, University of Oregon, Eugene, OR, USA
| | - Matthew Hawrilenko
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Clare R. Evans
- Department of Sociology, University of Oregon, Eugene, OR, USA
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The Association between 25-Hydroxyvitamin D Concentration and Disability Trajectories in Very Old Adults: The Newcastle 85+ Study. Nutrients 2020; 12:nu12092742. [PMID: 32916847 PMCID: PMC7551468 DOI: 10.3390/nu12092742] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/26/2020] [Accepted: 09/07/2020] [Indexed: 12/31/2022] Open
Abstract
Background: Low vitamin D status is common in very old adults which may have adverse consequences for muscle function, a major predictor of disability. Aims: To explore the association between 25-hydroxyvitamin D [25(OH)D] concentrations and disability trajectories in very old adults and to determine whether there is an 'adequate' 25(OH)D concentration which might protect against a faster disability trajectory. Methodology: A total of 775 participants from the Newcastle 85+ Study for who 25(OH)D concentration at baseline was available. Serum 25(OH)D concentrations of <25 nmol/L, 25-50 nmol/L and >50 nmol/L were used as cut-offs to define low, moderate and high vitamin D status, respectively. Disability was defined as difficulty in performing 17 activities of daily living, at baseline, after 18, 36 and 60 months. Results: A three-trajectory model was derived (low-to-mild, mild-to-moderate and moderate-to-severe). In partially adjusted models, participants with 25(OH)D concentrations <25 nmol/L were more likely to have moderate and severe disability trajectories, even after adjusting for sex, living in an institution, season, cognitive status, BMI and vitamin D supplement use. However, this association disappeared after further adjustment for physical activity. Conclusions: Vitamin D status does not appear to influence the trajectories of disability in very old adults.
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Zhang PD, Lv YB, Li ZH, Yin ZX, Li FR, Wang JN, Zhang XR, Zhou JH, Wu XB, Duan J, Mao C, Shi XM. Age, Period, and Cohort Effects on Activities of Daily Living, Physical Performance, and Cognitive Functioning Impairment Among the Oldest-Old in China. J Gerontol A Biol Sci Med Sci 2020; 75:1214-1221. [PMID: 31435643 PMCID: PMC7984417 DOI: 10.1093/gerona/glz196] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The aim of this study was to examine the trends in impairment regarding activities of daily living (ADL), physical performance, and cognitive function among the oldest-old (those aged 80 and older) in China between 1998 and 2014. METHODS We used data on 34,297 oldest-old individuals from the seven waves of the Chinese Longitudinal Healthy Longevity Study. We estimated age, period, and cohort effects on the prevalence of self-reported ADL impairment, tested physical performance and cognitive function impairment using the age-period-cohort model. RESULTS Regarding age, the prevalence of ADL, physical performance, and cognitive function impairment were highest in the centenarians, but they did not increase with age in this population. Among the literate subgroup, the prevalence of cognitive impairment increased more rapidly with age than that in the illiterate subgroup. Regarding period, the prevalence of self-reported and tested physical impairment slowly increased between 1998 and 2014, but cognitive impairment remained stable. Regarding cohort, ADL impairment continuously decreased. However, physical and cognitive impairment remained stable after a brief decline in the early birth cohorts. CONCLUSIONS The results suggest that the age effect is still the most obvious effect regarding several types of functional impairment. The likelihood of a younger person experiencing functional impairment may not change significantly, but ADL is likely to be amenable to improvement resulting from improved medical and social care. Therefore, increased care for the oldest-old may considerably improve their quality of life, particularly regarding their basic ADL.
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Affiliation(s)
- Pei-Dong Zhang
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Yue-Bin Lv
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhi-Hao Li
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Zhao-Xue Yin
- Division of Non-Communicable Disease Control and Community Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Fu-Rong Li
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Jiao-Nan Wang
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xi-Ru Zhang
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Jin-Hui Zhou
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xian-Bo Wu
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Jun Duan
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Chen Mao
- Division of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Xiao-Ming Shi
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China
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14
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Residential greenness, activities of daily living, and instrumental activities of daily living: A longitudinal cohort study of older adults in China. Environ Epidemiol 2019; 3:e065. [PMID: 33195964 PMCID: PMC7608893 DOI: 10.1097/ee9.0000000000000065] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 08/06/2019] [Indexed: 11/30/2022] Open
Abstract
Supplemental Digital Content is available in the text. Background: We aimed to explore whether higher levels of residential greenness were related to lower odds of disabilities in activities of daily living (ADL) and instrumental activities of daily living (IADL). Methods: We included older adults 65 years of age or older from the Chinese Longitudinal Healthy Longevity Survey. Our exposure was Normalized Difference Vegetation Index in 500 m radius around residence. Our outcome was ADL and IADL. We used binary logistic regression and mixed-effects logistic regression to estimate the odds of ADL and IADL disabilities. Results: A total of 36,803 and 32,316 participants were included for the analysis of ADL and IADL, with 71.6% free of ADL disability and 47.3% free of IADL disability. In the logistic regression model, compared with the participants living in the lowest quartile of residential greenness, those in the highest quartile had a 28% (odds ratio [OR] = 0.72; 95% confidence interval [CI] = 0.65, 0.79) lower odds of ADL disability and a 14% (OR = 0.86; 95% CI = 0.77, 0.95) lower odds of IADL disability. A similar association was found in the mixed-effects logistic regression models. During the follow-up period, 5,004 and 4,880 healthy participants developed ADL and IADL disabilities. Per 0.1-unit increase in baseline annual average Normalized Difference Vegetation Index (NDVI) was related to an OR of 0.95 of developing ADL disability (95% CI = 0.93, 0.98) and IADL disability (95% CI = 0.91, 0.98). Conclusions: Our study suggests that increasing green space is associated with lower odds of ADL and IADL disabilities, which may reduce caregiver burden of long-term care for Chinese older adults.
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15
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A comparison of health expectancies over 10 years: implications for elderly service needs in Hong Kong. Int J Public Health 2019; 64:731-742. [PMID: 31032531 DOI: 10.1007/s00038-019-01240-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 08/30/2018] [Accepted: 03/25/2019] [Indexed: 02/02/2023] Open
Abstract
OBJECTIVES We aimed to estimate health expectancies at age 65 based on physical and cognitive function in 2001-2002 and 2011-2012 and project future needs for carers from 2021 to 2041. METHODS Data from the Elderly Health Centres (EHCs) of the Department of Health of the Government of Hong Kong comprising of people aged 65 years or older who enrolled between 2001 and 2002 (EHC 2001-2002) and between 2011 and 2012 (EHC 2011-2012) provided proportion estimates for physical impairment (assessed by independence in activities of daily living) and cognitive impairment (assessed by Abbreviated Mental Test/Mini-Mental Status Examination and self-reported doctor diagnosis of dementia). Health expectancies (years lived with/without physical and/or cognitive impairment) were calculated by Sullivan's method. The proportions of physical and/or cognitive impairment were used to project future needs for carers. RESULTS Between 2001-2002 and 2011-2012, years lived without physical/cognitive impairment decreased for men but increased for women, both of which were less than the increases in total life expectancy. Men assessed in 2011-2012 (classified as EHC 2011-2012) lived more years with physical and/or cognitive impairment than those assessed in 2001-2002 (classified as EHC 2001-2002), and women in EHC 2011-2012 lived more years with physical impairment, but fewer years with cognitive impairment than those in EHC 2001-2002, and women enrolled in EHC 2011-2012 lived more years with physical impairment, but fewer years with cognitive impairment than those in EHC 2001-2002. As populations age, the number of carers needed is expected to increase from 344,000 in 2021 to 629,000 by 2041, or an increase of 82.9%. Sensitivity analyses excluding the participants who had been assessed in 2011-2012 from EHC 2001-2002 gave similar estimations. CONCLUSIONS Increased life expectancy was not accompanied by an increase in years lived without physical/cognitive impairment. These findings suggest that people will live longer but could be more dependent, which would have considerable implications for elderly service needs in Hong Kong.
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Cheung JTK, Yu R, Wu Z, Wong SYS, Woo J. Geriatric syndromes, multimorbidity, and disability overlap and increase healthcare use among older Chinese. BMC Geriatr 2018; 18:147. [PMID: 29940868 PMCID: PMC6019236 DOI: 10.1186/s12877-018-0840-1] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 06/19/2018] [Indexed: 01/09/2023] Open
Abstract
Background Geriatric syndromes, multimorbidity, and disability are prevalent among ageing population. However, no study empirically examined their additive or synergistic effect on healthcare use. The present study aims to estimate overlapping prevalence of geriatric syndromes, multimorbidity, and disability; and to examine associations of these three conditions with healthcare use. Methods A cross-sectional study was conducted in community-dwelling older adults aged 60 and above in 12 Hong Kong districts. Pearson’s chi-squared test for trend was performed to examine prevalence of geriatric syndromes, multimorbidity, and disability across three age groups (60–69, 70–79, and ≥ 80). Multiple logistic regression was conducted to explore associations of these three conditions with three types of healthcare use (hospital admission, general outpatient clinic and specialist outpatient clinic attendance) respectively. Results Among 2618 participants, 75.3, 41.8, and 22.5% had geriatric syndromes, multimorbidity, and disability respectively, and 10.4% had all the three conditions. Prevalence of the three conditions and their coexistence significantly increased with age (p for trend < .001). Each condition was independently associated with at least two out of three types of healthcare use. Interestingly, the associations of multimorbidity and disability with specialist outpatient clinic attendance were weakened at older age, while the associations of geriatric syndromes with hospital admission and specialist outpatient clinic attendance were strengthened. Furthermore, the odds of all the three types of healthcare use increased with the number of conditions present (p for trend < .001). Conclusions Our findings support that the three conditions overlap and increase healthcare use. Early identification, prevention and intervention targeting older adults living with multiple healthcare needs are necessary.
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Affiliation(s)
- Johnny T K Cheung
- Institute of Ageing, The Chinese University of Hong Kong, Shatin, Hong Kong.
| | - Ruby Yu
- Institute of Ageing, The Chinese University of Hong Kong, Shatin, Hong Kong.,Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Zimu Wu
- Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Samuel Y S Wong
- School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Jean Woo
- Institute of Ageing, The Chinese University of Hong Kong, Shatin, Hong Kong.,Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
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17
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Ibrahim NI, Ahmad MS, Zulfarina MS, Zaris SNASM, Mohamed IN, Mohamed N, Mokhtar SA, Shuid AN. Activities of Daily Living and Determinant Factors among Older Adult Subjects with Lower Body Fracture after Discharge from Hospital: A Prospective Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15051002. [PMID: 29772744 PMCID: PMC5982041 DOI: 10.3390/ijerph15051002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 05/09/2018] [Accepted: 05/14/2018] [Indexed: 01/06/2023]
Abstract
Fracture is a type of musculoskeletal injury that contributes to an inability to perform daily activities. The objective of this study was to evaluate activities of daily living (ADL) of older adult patients with lower body fracture and to determine factors influencing ADL. Patient's ADL was assessed at pre-fracture, ward admission and post-discharge phases using the Katz ADL questionnaire. There were 129 subjects at pre-fracture and ward phases and 89 subjects at discharge phase. There were four independent variables; age, gender, type of fracture and ability to walk before fracture. Logistic regression models showed that 'age' and 'ability to walk before fracture' were the determinant factors of dependent for 'bathing', 'dressing' and 'toileting'. The 'ability to walk before fracture' was the determinant factor of dependent for 'transferring'. 'Age' and 'gender' were the determinant factors of dependent for 'continence', while 'age' was the determinant factor of dependent for 'feeding'. The ADL score changes were significant across the phases with a reduction in ADL score in the ward admission phase and partial increment during the post-discharge phase. There were improvements in the health outcomes of subjects aged more than 50 years old after 3 months of being discharged from the hospital. In conclusion, age, being female, having a hip fracture and using a walking aid before fracture were the determinants identified in this study.
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Affiliation(s)
- Nurul Izzah Ibrahim
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Mohd Sharkawi Ahmad
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Mohamed S Zulfarina
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Sharifah Nurul Aqilah Sayed Mohd Zaris
- Department of Orthopedics and Traumatology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Isa Naina Mohamed
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Norazlina Mohamed
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Sabarul Afian Mokhtar
- Department of Orthopedics and Traumatology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
| | - Ahmad Nazrun Shuid
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Jalan Yaacob Latif, Bandar Tun Razak, Cheras, 56000 Kuala Lumpur, Malaysia.
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18
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Liang Y, Welmer AK, Möller J, Qiu C. Trends in disability of instrumental activities of daily living among older Chinese adults, 1997-2006: population based study. BMJ Open 2017; 7:e016996. [PMID: 28851795 PMCID: PMC5724119 DOI: 10.1136/bmjopen-2017-016996] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 06/15/2017] [Accepted: 07/19/2017] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Data on trends for disability in instrumental activity of daily living (IADL) are sparse in older Chinese adults. OBJECTIVES To assess trends in prevalence and incidence of IADL disability among older Chinese adults and to explore contributing factors. DESIGN Population based study. SETTING 15 provinces and municipalities in China. SUBJECTS Participants (age ≥60) were from four waves of the China Health and Nutrition Survey, conducted in 1997 (n=1533), 2000 (n=1581), 2004 (n=2028) and 2006 (n=2256), and from two cohorts constructed within the national survey: cohort 1997-2004 (n=712) and cohort 2000-2006 (n=823). MEASUREMENTS IADL disability was defined as inability to perform one or more of the following: shopping, cooking, using transportation, financing and telephoning. Data were analysed with logistic regression and generalised estimating equation models. RESULTS The prevalence of IADL disability significantly decreased from 1997 to 2006 in the total sample and in all of the subgroups by age, sex, living region and IADL items (all ptrend <0.05). The incidence of IADL disability remained stable from cohort 1997-2004 to cohort 2000-2006 in the total sample and in all of the subgroups (all p>0.10). The recovery rate from IADL disability significantly increased over time in those aged 60-69 years (p=0.03). Living in a rural area or access to local clinics for healthcare was less disabling over time (ptrend <0.02). CONCLUSIONS The prevalence of IADL disability decreased among older Chinese adults during 1997-2006, whereas the incidence remained stable. The declining prevalence of IADL disability might be partly due to the decreased duration of IADL disability, and to improvements in living conditions and healthcare facilities over time.
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Affiliation(s)
- Yajun Liang
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
| | - Anna-Karin Welmer
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
- Functional Area Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
| | - Jette Möller
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Chengxuan Qiu
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
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19
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Woo J. Designing Fit for Purpose Health and Social Services for Ageing Populations. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2017; 14:E457. [PMID: 28441324 PMCID: PMC5451908 DOI: 10.3390/ijerph14050457] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 04/13/2017] [Accepted: 04/14/2017] [Indexed: 11/17/2022]
Abstract
Population ageing is occurring in all countries, regardless of the level of economic development. While the rising burden of chronic diseases and disabilities as a consequence of this demographic transition is well recognized, the increasing prevalence of geriatric syndromes as a public health issue is not as well recognized. Recently the World Health Organization's World Health and Ageing Report emphasized functional ability as an important outcome for aging populations, highlighting the concept of raising intrinsic capacity throughout the life course. The complementary perspective is the prevention of frailty, which has physical, cognitive, social and psychological dimensions. Therefore, services for older people should encompass medical as well as social components. The need and evolution for a transition in health and social services in Hong Kong, a special administrative region of China which has a population with the world's highest life expectancy, is presented as an example of how one developed economy attempts to meet the challenges of population ageing. There is a need to shift to integrated care in the community instead of specialty dominated hospital care, and to establish regular activities in the community to adopt and maintain a lifestyle that reduces frailty and disability (or promotes intrinsic capacity). A top down approach with financial incentives, together with public education to help drive policy changes, are key drivers of change. It is expected that there will be much heterogeneity between different countries in terms of barriers and facilitators, such that each country needs to document their needs and design appropriate services.
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Affiliation(s)
- Jean Woo
- CUHK Jockey Club Institute of Aging and Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
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