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Published in: Health and Quality of Life Outcomes 1/2010

Open Access 01-12-2010 | Research

A reliable measure of frailty for a community dwelling older population

Authors: Shahrul Kamaruzzaman, George B Ploubidis, Astrid Fletcher, Shah Ebrahim

Published in: Health and Quality of Life Outcomes | Issue 1/2010

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Abstract

Background

Frailty remains an elusive concept despite many efforts to define and measure it. The difficulty in translating the clinical profile of frail elderly people into a quantifiable assessment tool is due to the complex and heterogeneous nature of their health problems. Viewing frailty as a 'latent vulnerability' in older people this study aims to derive a model based measurement of frailty and examines its internal reliability in community dwelling elderly.

Method

The British Women's Heart and Health Study (BWHHS) cohort of 4286 women aged 60-79 years from 23 towns in Britain provided 35 frailty indicators expressed as binary categorical variables. These indicators were corrected for measurement error and assigned relative weights in its association with frailty. Exploratory factor analysis (EFA) reduced the data to a smaller number of factors and was subjected to confirmatory factor analysis (CFA)which restricted the model by fitting the EFA-driven structure to observed data. Cox regression analysis compared the hazard ratios for adverse outcomes of the newly developed British frailty index (FI) with a widely known FI. This process was replicated in the MRC Assessment study of older people, a larger cohort drawn from 106 general practices in Britain.

Results

Seven factors explained the association between frailty indicators: physical ability, cardiac symptoms/disease, respiratory symptoms/disease, physiological measures, psychological problems, co-morbidities and visual impairment. Based on existing concepts and statistical indices of fit, frailty was best described using a General Specific Model. The British FI would serve as a better population metric than the FI as it enables people with varying degrees of frailty to be better distinguished over a wider range of scores. The British FI was a better independent predictor of all-cause mortality, hospitalization and institutionalization than the FI in both cohorts.

Conclusions

Frailty is a multidimensional concept represented by a wide range of latent (not directly observed) attributes. This new measure provides more precise information than is currently recognized, of which cluster of frailty indicators are important in older people. This study could potentially improve quality of life among older people through targeted efforts in early prevention and treatment of frailty.
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Literature
1.
go back to reference Woods NF, LaCroix AZ, Gray SL, Aragaki A, Cochrane BB, Brunner RL, Masaki K, Murray A, Newman AB: Frailty: emergence and consequences in women aged 65 and older in the Women's Health Initiative Observational Study. [see comment]. Journal of the American Geriatrics Society 2005, 53: 1321–1330.PubMedCrossRef Woods NF, LaCroix AZ, Gray SL, Aragaki A, Cochrane BB, Brunner RL, Masaki K, Murray A, Newman AB: Frailty: emergence and consequences in women aged 65 and older in the Women's Health Initiative Observational Study. [see comment]. Journal of the American Geriatrics Society 2005, 53: 1321–1330.PubMedCrossRef
2.
go back to reference Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA: Frailty in older adults: evidence for a phenotype. Journal of Gerontology: Medical Sciences 2001, 56: M146–156. Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA: Frailty in older adults: evidence for a phenotype. Journal of Gerontology: Medical Sciences 2001, 56: M146–156.
3.
go back to reference Ensrud KE, Ewing SK, Taylor BC, Fink HA, Stone KL, Cauley JA, Tracy JK, Hochberg MC, Rodondi N, Cawthon PM: Frailty and risk of falls, fracture, and mortality in older women: The study of Osteoporotic fractures. Journal of Gerontology: Medical Sciences 2007, 62: 744–751. Ensrud KE, Ewing SK, Taylor BC, Fink HA, Stone KL, Cauley JA, Tracy JK, Hochberg MC, Rodondi N, Cawthon PM: Frailty and risk of falls, fracture, and mortality in older women: The study of Osteoporotic fractures. Journal of Gerontology: Medical Sciences 2007, 62: 744–751.
4.
go back to reference Nourhashemi F, Andrieu S, Gillette-Guyonnet S, Vellas B, Albarede JL, Grandjean H: Instrumental activities of daily living as a potential marker of frailty: a study of 7364 community-dwelling elderly women (the EPIDOS study). Journal of Gerontology: Medical Sciences 2001, 56: M448–453. Nourhashemi F, Andrieu S, Gillette-Guyonnet S, Vellas B, Albarede JL, Grandjean H: Instrumental activities of daily living as a potential marker of frailty: a study of 7364 community-dwelling elderly women (the EPIDOS study). Journal of Gerontology: Medical Sciences 2001, 56: M448–453.
5.
go back to reference Rockwood K, Howlett S, MacKnight C, Beattie B, Bergman H, Hebert R, Hogan D, Wolfson C, McDowell I: Prevalence, attributes, and outcomes of fitness and frailty in community-dwelling older adults: Report from the Canadian Study of Health and Aging. Journal of Gerontology: Medical Sciences 2004, 59: 1310–1317. Rockwood K, Howlett S, MacKnight C, Beattie B, Bergman H, Hebert R, Hogan D, Wolfson C, McDowell I: Prevalence, attributes, and outcomes of fitness and frailty in community-dwelling older adults: Report from the Canadian Study of Health and Aging. Journal of Gerontology: Medical Sciences 2004, 59: 1310–1317.
6.
go back to reference Rockwood K, Song XW, MacKnight C, Bergman H, Hogan DB, McDowell I, Mitnitski A: A global clinical measure of fitness and frailty in elderly people. Canadian Medical Association Journal 2005, 173: 489–495.PubMedCentralPubMedCrossRef Rockwood K, Song XW, MacKnight C, Bergman H, Hogan DB, McDowell I, Mitnitski A: A global clinical measure of fitness and frailty in elderly people. Canadian Medical Association Journal 2005, 173: 489–495.PubMedCentralPubMedCrossRef
7.
go back to reference Cawthon PM, Marshall LM, Michael Y, Dam T-T, Ensrud KE, Barrett-Connor E, Orwoll ES, Osteoporotic Fractures in Men Research G: Frailty in older men: prevalence, progression, and relationship with mortality. Journal of the American Geriatrics Society 2007, 55: 1216–1223.PubMedCrossRef Cawthon PM, Marshall LM, Michael Y, Dam T-T, Ensrud KE, Barrett-Connor E, Orwoll ES, Osteoporotic Fractures in Men Research G: Frailty in older men: prevalence, progression, and relationship with mortality. Journal of the American Geriatrics Society 2007, 55: 1216–1223.PubMedCrossRef
8.
go back to reference Saliba D, Elliott M, Rubenstein LZ, Solomon DH, Young RT, Kamberg CJ, Roth C, MacLean CH, Shekelle PG, Sloss EM, Wenger NS: The vulnerable elders survey: A tool for identifying vulnerable older people in the community. Journal of the American Geriatrics Society 2001, 49: 1691–1699.PubMedCrossRef Saliba D, Elliott M, Rubenstein LZ, Solomon DH, Young RT, Kamberg CJ, Roth C, MacLean CH, Shekelle PG, Sloss EM, Wenger NS: The vulnerable elders survey: A tool for identifying vulnerable older people in the community. Journal of the American Geriatrics Society 2001, 49: 1691–1699.PubMedCrossRef
9.
go back to reference Puts MTE, Lips P, Deeg DJH: Static and dynamic measures of frailty predicted decline in performance-based and self-reported physical functioning. Journal of Clinical Epidemiology 2005, 58: 1188–1198.PubMedCrossRef Puts MTE, Lips P, Deeg DJH: Static and dynamic measures of frailty predicted decline in performance-based and self-reported physical functioning. Journal of Clinical Epidemiology 2005, 58: 1188–1198.PubMedCrossRef
10.
go back to reference Brown I, Renwick R, Raphael D: Frailty: constructing a common meaning, definition, and conceptual framework. International Journal of Rehabilitation Research 1995, 18: 93–102.PubMedCrossRef Brown I, Renwick R, Raphael D: Frailty: constructing a common meaning, definition, and conceptual framework. International Journal of Rehabilitation Research 1995, 18: 93–102.PubMedCrossRef
11.
go back to reference Rockwood K, Hogan DB, Macknight C: Conceptualisation and Measurement of Frailty in Elderly People. Drugs and Aging 2000, 17: 295–302.PubMedCrossRef Rockwood K, Hogan DB, Macknight C: Conceptualisation and Measurement of Frailty in Elderly People. Drugs and Aging 2000, 17: 295–302.PubMedCrossRef
12.
go back to reference Strawbridge WJ, Shema SJ, Balfour JL, Higby HR, Kaplan GA: Antecedents of frailty over three decades in an older cohort. J Gerontol B Psychol Sci Soc Sci 1998, 53: S9–16.PubMedCrossRef Strawbridge WJ, Shema SJ, Balfour JL, Higby HR, Kaplan GA: Antecedents of frailty over three decades in an older cohort. J Gerontol B Psychol Sci Soc Sci 1998, 53: S9–16.PubMedCrossRef
13.
go back to reference Schuurmans H, Steverink N, Lindenberg S, Frieswijk N, Slaets JPJ: Old or frail: what tells us more? Journal of Gerontology: Medical Sciences 2004, 59: M562–565. Schuurmans H, Steverink N, Lindenberg S, Frieswijk N, Slaets JPJ: Old or frail: what tells us more? Journal of Gerontology: Medical Sciences 2004, 59: M562–565.
14.
go back to reference Studenski S, Hayes RP, Leibowitz RQ, Bode R, Lavery L, Walston J, Duncan P, Perera S: Clinical Global Impression of Change in Physical Frailty: development of a measure based on clinical judgment. Journal of the American Geriatric Society 2004, 52: 1560–1566.CrossRef Studenski S, Hayes RP, Leibowitz RQ, Bode R, Lavery L, Walston J, Duncan P, Perera S: Clinical Global Impression of Change in Physical Frailty: development of a measure based on clinical judgment. Journal of the American Geriatric Society 2004, 52: 1560–1566.CrossRef
15.
go back to reference Syddall H, Cooper C, Martin F, Briggs R, Aihie A: Is grip strength a useful single marker of frailty? Age & Ageing 2003, 32: 650–656.CrossRef Syddall H, Cooper C, Martin F, Briggs R, Aihie A: Is grip strength a useful single marker of frailty? Age & Ageing 2003, 32: 650–656.CrossRef
16.
go back to reference Boxer RS, Wang Z, Walsh SJ, Hager D, Kenny AM: The utility of the 6-minute walk test as a measure of frailty in older adults with heart failure. American Journal of Geriatric Cardiology 2008, 17: 7–12.PubMedCrossRef Boxer RS, Wang Z, Walsh SJ, Hager D, Kenny AM: The utility of the 6-minute walk test as a measure of frailty in older adults with heart failure. American Journal of Geriatric Cardiology 2008, 17: 7–12.PubMedCrossRef
17.
go back to reference Weiner DK, Duncan PW, Chandler J, Studenski SA: Functional reach: a marker of physical frailty. Journal of the American Geriatric Society 1992, 40: 203–207.CrossRef Weiner DK, Duncan PW, Chandler J, Studenski SA: Functional reach: a marker of physical frailty. Journal of the American Geriatric Society 1992, 40: 203–207.CrossRef
18.
go back to reference Leng S, Chaves P, Koenig K, Walston J: Serum interleukin-6 and hemoglobin as physiological correlates in the geriatric syndrome of frailty: a pilot study. Journal of the American Geriatric Society 2002, 50: 1268–1271.CrossRef Leng S, Chaves P, Koenig K, Walston J: Serum interleukin-6 and hemoglobin as physiological correlates in the geriatric syndrome of frailty: a pilot study. Journal of the American Geriatric Society 2002, 50: 1268–1271.CrossRef
19.
go back to reference Bartali B, Frongillo EA, Bandinelli S, Lauretani F, Semba RD, Fried LP, Ferrucci L: Low Nutrient Intake Is an Essential Component of Frailty in Older Persons. Journal of Gerontology: Medical Sciences 2006, 61: 589–593. Bartali B, Frongillo EA, Bandinelli S, Lauretani F, Semba RD, Fried LP, Ferrucci L: Low Nutrient Intake Is an Essential Component of Frailty in Older Persons. Journal of Gerontology: Medical Sciences 2006, 61: 589–593.
20.
go back to reference Mitnitski AB, Song X, Rockwood K: The estimation of relative fitness and frailty in community-dwelling older adults using self-report data. Journal of Gerontology: Medical Sciences 2004, 59: M627-M632. Mitnitski AB, Song X, Rockwood K: The estimation of relative fitness and frailty in community-dwelling older adults using self-report data. Journal of Gerontology: Medical Sciences 2004, 59: M627-M632.
21.
go back to reference Rockwood K, Minitski A, Song X, Steen N, Skoog I: Long-term Risks of Death and Institutionalization of Elderly People in Relation to Deficit Accumulation at Age 70. J AM Geriatr Soc 2006, 54: 975–979.PubMedCrossRef Rockwood K, Minitski A, Song X, Steen N, Skoog I: Long-term Risks of Death and Institutionalization of Elderly People in Relation to Deficit Accumulation at Age 70. J AM Geriatr Soc 2006, 54: 975–979.PubMedCrossRef
22.
go back to reference Klein BEK, Klein R, Knudtson MD, Lee KE: Frailty, morbidity and survival. Archives of Gerontology and Geriatrics 2005, 41: 141–149.PubMedCrossRef Klein BEK, Klein R, Knudtson MD, Lee KE: Frailty, morbidity and survival. Archives of Gerontology and Geriatrics 2005, 41: 141–149.PubMedCrossRef
23.
go back to reference Goggins WB, Woo J, Sham A, Ho SC: Frailty index as a measure of biological age in a Chinese population. Journal of Gerontology: Medical Sciences 2005, 60: 1046–1051. Goggins WB, Woo J, Sham A, Ho SC: Frailty index as a measure of biological age in a Chinese population. Journal of Gerontology: Medical Sciences 2005, 60: 1046–1051.
25.
go back to reference Tabachnick BG, Fidell LS: Using multivariate statistics. Fifth edition. 2007. Tabachnick BG, Fidell LS: Using multivariate statistics. Fifth edition. 2007.
26.
go back to reference Walston J, Hadley EC, Ferrucci L, Guralnik JM, Newman AB, Studenski SA, Ershler WB, Harris T, Fried LP: Research agenda for frailty in older adults: toward a better understanding of physiology and etiology: summary from the American Geriatrics Society/National Institute on Aging Research Conference on Frailty in Older Adults. Journal of the American Geriatrics Society 2006, 54: 991–1001.PubMedCrossRef Walston J, Hadley EC, Ferrucci L, Guralnik JM, Newman AB, Studenski SA, Ershler WB, Harris T, Fried LP: Research agenda for frailty in older adults: toward a better understanding of physiology and etiology: summary from the American Geriatrics Society/National Institute on Aging Research Conference on Frailty in Older Adults. Journal of the American Geriatrics Society 2006, 54: 991–1001.PubMedCrossRef
27.
go back to reference Rockwood K, Minitski A: Frailty in Relation to the Accumulation of Deficits. Journal of Gerontology: MEDICAL SCIENCES 2007, 62A: 722–727. Rockwood K, Minitski A: Frailty in Relation to the Accumulation of Deficits. Journal of Gerontology: MEDICAL SCIENCES 2007, 62A: 722–727.
28.
go back to reference Lawlor DA, Patel R, Ebrahim S: Association between falls in elderly women and chronic diseases and drug use: a cross sectional study. British Medical Journal 2003, 327: 1–6.CrossRef Lawlor DA, Patel R, Ebrahim S: Association between falls in elderly women and chronic diseases and drug use: a cross sectional study. British Medical Journal 2003, 327: 1–6.CrossRef
29.
go back to reference Strawbridge WJ, Shema SJ, Balfour JL, Higby HR, Kaplan GA: Antecedents of frailty over three decades in an older cohort. Journal of Gerontology: Social Sciences 1998, 53: S9-S16.CrossRef Strawbridge WJ, Shema SJ, Balfour JL, Higby HR, Kaplan GA: Antecedents of frailty over three decades in an older cohort. Journal of Gerontology: Social Sciences 1998, 53: S9-S16.CrossRef
30.
go back to reference Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G: Untangling the Concepts of Disability, Frailty, and Comorbidity: Implications for Improved Targeting and Care. Journal of Gerontology: Medical Sciences 2004, 59: 255–263. Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G: Untangling the Concepts of Disability, Frailty, and Comorbidity: Implications for Improved Targeting and Care. Journal of Gerontology: Medical Sciences 2004, 59: 255–263.
31.
go back to reference Fletcher AE, Jones DA, Bulpitt CJ, Tulloch AJ: The MRC trial of assessment and management of older people in the community: objectives, design and interventions. BMC Health Services Research 2002., 2: Fletcher AE, Jones DA, Bulpitt CJ, Tulloch AJ: The MRC trial of assessment and management of older people in the community: objectives, design and interventions. BMC Health Services Research 2002., 2:
32.
go back to reference Jarman B: Underprivileged areas: validation and distribution of scores. British Medical Journal (Clinical Research Edition) 1984, 289: 1587–1592.CrossRef Jarman B: Underprivileged areas: validation and distribution of scores. British Medical Journal (Clinical Research Edition) 1984, 289: 1587–1592.CrossRef
33.
go back to reference Kline RB: Principles and practice of structural equation modeling. New York: Guilford Press; 1998. Kline RB: Principles and practice of structural equation modeling. New York: Guilford Press; 1998.
34.
go back to reference Field A: Discovering Statistics using SPSS for Windows. London-Thousand Oaks-New Delhi: Sage publications; 2000. Field A: Discovering Statistics using SPSS for Windows. London-Thousand Oaks-New Delhi: Sage publications; 2000.
35.
go back to reference Hu L, Bentler PM: Cutoff criteria for fit indexes for covariance structure analysis:conventional criteria versus new alternatives. Structural Equation Modeling 1999, 6: 1–55.CrossRef Hu L, Bentler PM: Cutoff criteria for fit indexes for covariance structure analysis:conventional criteria versus new alternatives. Structural Equation Modeling 1999, 6: 1–55.CrossRef
36.
go back to reference Gu D, Dupre ME, Sautter J, Zhu H, Liu Y, Yi Z: Frailty and mortality among Chinese at advanced ages. Journal of Gerontology: Social Sciences 2009, 64: 279–289.CrossRef Gu D, Dupre ME, Sautter J, Zhu H, Liu Y, Yi Z: Frailty and mortality among Chinese at advanced ages. Journal of Gerontology: Social Sciences 2009, 64: 279–289.CrossRef
37.
38.
go back to reference Kulminski A, Ukraintseva SV, Akushevich I, Arbeev KG, Land K, Yashin AI: Accelerated accumulation of health deficits as a characteristic of aging. Experimental Gerontology 2007, 42: 963–970.PubMedCentralPubMedCrossRef Kulminski A, Ukraintseva SV, Akushevich I, Arbeev KG, Land K, Yashin AI: Accelerated accumulation of health deficits as a characteristic of aging. Experimental Gerontology 2007, 42: 963–970.PubMedCentralPubMedCrossRef
39.
go back to reference Andrew MK, Minitski AB, Rockwood K: Social vulnerability, frailty and mortality in elderly people. PL oS ONE 2008, 3: e2232.CrossRef Andrew MK, Minitski AB, Rockwood K: Social vulnerability, frailty and mortality in elderly people. PL oS ONE 2008, 3: e2232.CrossRef
40.
go back to reference Lubke GH, Muthen B: Investigating Population Heterogeneity with Factor Mixture Models. Psychological Methods 2005, 10: 21–39.PubMedCrossRef Lubke GH, Muthen B: Investigating Population Heterogeneity with Factor Mixture Models. Psychological Methods 2005, 10: 21–39.PubMedCrossRef
41.
go back to reference Speechley M, Tinetti M: Falls and Injuries in Frail and Vigorous Community Elderly Persons. Journal of the American Geriatrics Society 1991, 39: 46–52.PubMedCrossRef Speechley M, Tinetti M: Falls and Injuries in Frail and Vigorous Community Elderly Persons. Journal of the American Geriatrics Society 1991, 39: 46–52.PubMedCrossRef
42.
go back to reference Sarkisian CA, Gruenewald TL, John W, Seeman TE: Preliminary evidence for subdimensions of geriatric frailty: the MacArthur study of successful aging. Journal of the American Geriatric Society 2008, 56: 2292–2297.CrossRef Sarkisian CA, Gruenewald TL, John W, Seeman TE: Preliminary evidence for subdimensions of geriatric frailty: the MacArthur study of successful aging. Journal of the American Geriatric Society 2008, 56: 2292–2297.CrossRef
43.
go back to reference Rockwood K, Mitnitski A, Song XW, Steen B, Skoog I: Long-term risks of death and institutionalization of elderly people in relation to deficit accumulation at age 70. Journal of the American Geriatrics Society 2006, 54: 975–979.PubMedCrossRef Rockwood K, Mitnitski A, Song XW, Steen B, Skoog I: Long-term risks of death and institutionalization of elderly people in relation to deficit accumulation at age 70. Journal of the American Geriatrics Society 2006, 54: 975–979.PubMedCrossRef
44.
go back to reference Hubbard RE, Lang IA, Llewellyn DJ, Rockwood K: Frailty, Body Mass Index, and Abdominal Obesity in Older People. J Gerontol A Biol Sci Med Sci 2010,65(4):377–81.PubMedCrossRef Hubbard RE, Lang IA, Llewellyn DJ, Rockwood K: Frailty, Body Mass Index, and Abdominal Obesity in Older People. J Gerontol A Biol Sci Med Sci 2010,65(4):377–81.PubMedCrossRef
Metadata
Title
A reliable measure of frailty for a community dwelling older population
Authors
Shahrul Kamaruzzaman
George B Ploubidis
Astrid Fletcher
Shah Ebrahim
Publication date
01-12-2010
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2010
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-8-123

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