Elsevier

Social Science & Medicine

Volume 48, Issue 4, February 1999, Pages 445-469
Social Science & Medicine

Risk factors for functional status decline in community-living elderly people: a systematic literature review

https://doi.org/10.1016/S0277-9536(98)00370-0Get rights and content

Abstract

To lay the groundwork for devising, improving and implementing strategies to prevent or delay the onset of disability in the elderly, we conducted a systematic literature review of longitudinal studies published between 1985 and 1997 that reported statistical associations between individual base-line risk factors and subsequent functional status in community-living older persons. Functional status decline was defined as disability or physical function limitation. We used MEDLINE, PSYCINFO, SOCA, EMBASE, bibliographies and expert consultation to select the articles, 78 of which met the selection criteria. Risk factors were categorized into 14 domains and coded by two independent abstractors. Based on the methodological quality of the statistical analyses between risk factors and functional outcomes (e.g. control for base-line functional status, control for confounding, attrition rate), the strength of evidence was derived for each risk factor. The association of functional decline with medical findings was also analyzed.

The highest strength of evidence for an increased risk in functional status decline was found for (alphabetical order) cognitive impairment, depression, disease burden (comorbidity), increased and decreased body mass index, lower extremity functional limitation, low frequency of social contacts, low level of physical activity, no alcohol use compared to moderate use, poor self-perceived health, smoking and vision impairment. The review revealed that some risk factors (e.g. nutrition, physical environment) have been neglected in past research. This review will help investigators set priorities for future research of the Disablement Process, plan health and social services for elderly persons and develop more cost-effective programs for preventing disability among them.

Introduction

As recent gerontological studies indicate, health and social care services required by disabled older persons will be a growing burden and a major societal concern for the next century (Beck and Stuck, 1996; Fried and Guralnik, 1997). Although there have been recent reports about a decline in the disability rate among older people in the US, it has been estimated that from 1985 to 2050, the number of disabled older persons in and out of institutions will approximately triple (Manton et al., 1997). A reasonable response to this situation is to devise and implement strategies for preventing or delaying the onset of disability (Fries, 1980; Katz et al., 1983). In fact, trials have confirmed that community-based intervention programs can improve functional outcomes and reduce nursing home admissions in older people (Tinetti et al., 1994; Stuck et al., 1995Stuck et al., 1997). To meet the impending challenge of the 21st century, strategies for disability prevention must now be further developed.

The first step in this process is to delineate what factors convincingly lead to the development of disability. Although multiple studies have addressed this issue, the high variability among them in terms of such matters as study design and methodology makes it difficult to extract a coherent, dependable list of factors from which to develop prevention strategies. We therefore conducted a formal, systematic literature review of all longitudinal studies analyzing the association of individual risk factors with functional status outcome in community-living older subjects. The theoretical model we employed for the task of summarizing and giving structure to the evidence is the widely cited one proposed by Verbrugge and Jette (1994), a modification of a WHO model further adapted by the Institute of Medicine (World Health Organization, 1980; Pope and Tarlov, 1991). This model helps us isolate the multiple, often intertwined biological, psychological, functional, social and environmental factors that contribute to the development of disability.

Section snippets

Data sources

Published studies were identified through searches of MEDLINE, PSYCINFO (Psychological Abstracts), SOCA (Sociological Abstracts) and EMBASE (Excerpta Medica) databases for the period from 1985 to 1997. Keyword, title and abstract information were used. The main search terms were `aged', `disab#' (the symbol is used for identifying all words starting with disab, e.g. disability, disabled, disablement), `impaired' or `limit#', `decline' combined with `function#' and `study' or `trial'. The

Description of included studies (Table 1)

Table 1 presents the characteristics of the 78 included studies predicting functional status outcome in older persons. Many studies were secondary analyses of databases from large longitudinal studies such as the Alameda County study, the EPESE (Established Populations for Epidemiologic Studies of the Elderly) study, the Framingham study, the LSOA (Longitudinal Study of Aging), the MHCPS (Massachusetts Health Care Panel Study) and the NHANES Survey (National Health and Nutrition Examination

Synthesis for main risk factors (Table 3)

We use the domain `affect' as an example to explain the data listed in Table 3 and to describe the synthesis process that was performed for each domain. As listed in Table 3, 21 of the 78 included longitudinal studies reported results of the prediction of functional status decline with at least one measure of affect. These studies originated from 14 different longitudinal databases, implying that some studies originated from the same databases. The 21 studies reporting results for the risk

Specific conditions and clinical findings (Table 4)

Many studies reported the impact of self-reported conditions and clinical findings on functional status outcome. There were two limitations with regard to rating the conditions and clinical findings as predictors of functional status decline. First, the definitions of conditions and clinical findings were extremely variable and pooling of the findings about symptoms would therefore have been misleading. Second, the statistical control for confounding was extremely variable between studies,

Socio-demographic factors

Socio-demographic factors show strong associations with functional status in both longitudinal and cross-sectional studies. Chronological age is probably the most important factor, with an increase in the relative risk of functional status decline of about 2.0 for each 10-year increase in age (Guralnik et al., 1993). The risk of new onset disability is similar between men and women if other factors such as chronic conditions are controlled for in the multivariate models (Guralnik and Kaplan,

Interactions between risk factors

Only few of the included studies addressed interactions between individual risk factors. Laforge et al. (1992)reported that the combination of hearing and vision impairment had a higher impact on subsequent functional status as compared to each impairment alone. LaCroix et al. (1993)demonstrated that the association of alcohol use with functional status differed between subjects with and without baseline chronic conditions. The interactive effects of emotional and social support is an other

Strength of association

Our definition of strength of evidence quantifies the presence, number and quality of statistically significant associations between risk factors and functional outcomes. It does not, however, measure the strength of the association between risk factors and functional outcomes. Several studies attempted to estimate the relative impact of various chronic conditions or impairments on functional status decline. For this purpose, we reviewed all included longitudinal and all excluded

Limitations of this review

A literature review designed to synthesize the current scientific evidence for risk factors for functional status decline faces two major problems. First is the variability of numerous features of the studies under investigation from the selection and definition of study populations, predictors, outcome variables and analytic designs to the lack of a uniform definition of functional status decline (Wiener et al., 1990). This lack of a uniform definition is perhaps the most troubling variable of

Conclusions

To our knowledge this is the first published comprehensive literature review on risk factors for functional status decline. Although there were multiple methodological challenges, it was possible to define a framework for this review and list the main risk factors for functional status decline based on empirical research data (Table 3). The review confirms that there is empirical evidence for an association among biological, psychological and social risk factors and the development of

Acknowledgements

The authors would like to thank Margret M. Baltes, Ph.D., Free University, Berlin, Germany; Dorly J.H. Deeg, Ph.D., Free University, Amsterdam; Steven Iliffe, MRCGP, Department of Primary Care and Population Sciences, Royal Free Hospital School of Medicine, London; C. Lucke, M.D., Hagenhof Clinic for Rehabilitation, Langenhagen, Germany, Marianne Schroll, M.D., Department of Geriatrics, Copenhagen, Denmark; Cameron G. Swift, M.D., Health Care of the Elderly, King's College Hospital, London; and

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