How should we grade frailty in nursing home patients?
Abstract
Objectives To compare 3 methods of describing the frailty of older adults in nursing homes.Design Secondary analysis of a prospective cohort study.Setting Canadian long-term care institutions.Participants Institutionalized older adults in the second clinical examination cohort of the Canadian Study of Health and Aging (CSHA-2; n = 728).Measures Frailty was measured using the Cardiovascular Health Survey definition (Frail-CHS); the CSHA- Clinical Frailty Scale (CSHA-CFS) and a frailty index (FI).Results The sample was very elderly (87.7 +/- 6.7 years), disabled (83%), and showed a high level of mobility impairment (83%). Each frailty measure correlated moderately well with each other (0.61-0.71) and with a disability measure (-0.45 to -0.53) but only weakly with age (0.13-0.19). By each measure, frailty was significantly associated (P < .01) with an increased risk of mortality, disability and cognitive decline. In a model that included both the frailty-CHS definition and the Frailty Index only the latter was associated with a higher risk of mortality (P < .01 for FI, P = .18 for Frail-CHS) and decline in the 3MS (P < .01 for FI, P = .20 for the Frail-CHS definition). Both measures were significantly associated with new onset disability (P < .01). Similar results were found when both the CSHA-CFS and Frailty Index were included in the models. Random combinations of 15 variables used to make up alternate 5-item Frail-CHS definitions showed that any stratification based on 5 variables allowed tertiles of risk to be discriminated.Conclusions Frailty is a robust concept and however defined, elderly people who are frail have worse outcomes than those who are not frail. The 3 measures showed varying ability to express grades of frailty.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
We selected variables at random (boot-strapping) from a list of eligible variables to make up the Frailty Index and have again shown that the results are insensitive to the precise composition of the index.
“Here, as in some earlier studies, [7,19,31] we have selected variables at random (boot-strapping) from a list of eligible variables to make up the Frailty Index and have again shown that the results are insensitive to the precise composition of the index.”
From A standard procedure for creating a frailty index (2008) · cites this paper as [31]
Cites
Frailty in Older Adults: Evidence for a Phenotype
Fried, L. P., Tangen, C. M., Walston, J., Newman, A. B., Hirsch, C., Gottdiener, J., Seeman, T., Tracy, R., Kop, W. J., Burke, G., et al. (2001) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/56.3.m146 · Cited by 24,907 · see citing works
The Timed “Up & Go”: A Test of Basic Functional Mobility for Frail Elderly Persons
Podsiadlo, D., & Richardson, S. (1991) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1991.tb01616.x · Cited by 14,418 · see citing works
A global clinical measure of fitness and frailty in elderly people
Rockwood, K. (2005) · Canadian Medical Association Journal · doi:10.1503/cmaj.050051 · Cited by 8,968 · see citing works
Self-citationFrailty in relation to the accumulation of deficits
Rockwood, K., & Mitnitski, A. (2007) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/62.7.722 · Cited by 3,076 · see citing works
Self-citationAccumulation of Deficits as a Proxy Measure of Aging
Mitnitski, A. B., Mogilner, A. J., & Rockwood, K. (2001) · The Scientific World JOURNAL · doi:10.1100/tsw.2001.58 · Cited by 2,893 · see citing works
Self-citation(1987) · PubMed · Cited by 2,657 · see citing works
Kirkwood, T. B. L., & Austad, S. N. (2000) · Nature · doi:10.1038/35041682 · Cited by 1,774 · see citing works
Walston, J., Hadley, E. C., Ferrucci, L., Guralnik, J. M., Newman, A. B., Studenski, S. A., Ershler, W. B., Harris, T., & Fried, L. P. (2006) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2006.00745.x · Cited by 1,605 · see citing works
A comparison of two approaches to measuring frailty in elderly people
Rockwood, K., Andrew, M., & Mitnitski, A. (2007) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/62.7.738 · Cited by 1,291 · see citing works
Self-citationPhenotype of frailty: characterization in the women's health and aging studies
Bandeen-Roche, K., Xue, Q.-L., Ferrucci, L., Walston, J., Guralnik, J. M., Chaves, P., Zeger, S. L., & Fried, L. P. (2006) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/61.3.262 · Cited by 1,215 · see citing works
Handbook of the Biology of Aging
Finch, C. E., & Schneider, E. L. (1990) · DigitalGeorgetown (Georgetown University Library) · Cited by 1,210 · see citing works
Transitions between frailty states among community-living older persons
Gill, T. M., Gahbauer, E. A., Allore, H. G., & Han, L. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.4.418 · Cited by 1,141 · see citing works
Frailty: An Emerging Research and Clinical Paradigm--Issues and Controversies
Bergman, H., Ferrucci, L., Guralnik, J., Hogan, D. B., Hummel, S., Karunananthan, S., & Wolfson, C. (2007) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/62.7.731 · Cited by 1,134 · see citing works
Biodemographic Trajectories of Longevity
Vaupel, J. W., Carey, J. R., Christensen, K., Johnson, T. E., Yashin, A. I., Holm, N. V., Iachine, I. A., Kannisto, V., Khazaeli, A. A., Liedo, P., et al. (1998) · Science · doi:10.1126/science.280.5365.855 · Cited by 1,042 · see citing works
Ferrucci, L., Guralnik, J. M., Studenski, S., Fried, L. P., Cutler, G. B., Walston, J. D., & The Interventions on Frailty Working Group (2004) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2004.52174.x · Cited by 1,027 · see citing works
A brief clinical instrument to classify frailty in elderly people
Rockwood, K. J., Stadnyk, K., MacKnight, C., McDowell, I., Hébert, R., & Hogan, D. B. (1999) · The Lancet · doi:10.1016/s0140-6736(98)04402-x · Cited by 914 · see citing works
Self-citationThe Reliability Theory of Aging and Longevity
Gavrilov, L. A., & Gavrilova, N. S. (2001) · Journal of Theoretical Biology · doi:10.1006/jtbi.2001.2430 · Cited by 620 · see citing works
Operationalizing a frailty index from a standardized comprehensive geriatric assessment
Jones, D. M., Song, X., & Rockwood, K. (2004) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2004.52521.x · Cited by 605 · see citing works
Self-citationFrailty in elderly people: an evolving concept.
Rockwood, K. J., Fox, R. A., Stolee, P., Robertson, D., & Beattie, B. L. (1994) · PubMed Central · Cited by 598 · see citing works
Self-citationMitnitski, A., Song, X., Skoog, I., Broe, G., Cox, J. L., Grunfeld, E., & Rockwood, K. (2005) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2005.00506.x · Cited by 547 · see citing works
Self-citationRockwood, K., Mitnitski, A., Song, X., Steen, B., & Skoog, I. (2006) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2006.00738.x · Cited by 481 · see citing works
Self-citationInsulin Resistance and Inflammation as Precursors of Frailty: The Cardiovascular Health Study
Barzilay, J. I. (2007) · Archives of Internal Medicine · doi:10.1001/archinte.167.7.635 · Cited by 453 · see citing works
Handbook of the Biology of Aging
(2005) · Elsevier eBooks · doi:10.1016/b978-0-12-088387-5.x5000-6 · Cited by 426 · see citing works
Inflammation and frailty in older women
Leng, S. X., Xue, Q., Tian, J., Walston, J. D., & Fried, L. P. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01186.x · Cited by 425 · see citing works
What would make a definition of frailty successful?
Rockwood, K. J. (2005) · Age and Ageing · doi:10.1093/ageing/afi146 · Cited by 382 · see citing works
Self-citationFrailty syndrome and skeletal muscle: results from the Invecchiare in Chianti study
Cesari, M., Leeuwenburgh, C., Lauretani, F., Onder, G., Bandinelli, S., Maraldi, C., Guralnik, J. M., Pahor, M., & Ferrucci, L. (2006) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/83.5.1142 · Cited by 365 · see citing works
Strandberg, T. E., & Pitkälä, K. H. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60613-8 · Cited by 352 · see citing works
Identifying Frailty in Hospitalized Older Adults with Significant Coronary Artery Disease
Purser, J. L., Kuchibhatla, M. N., Fillenbaum, G. G., Harding, T. M., Peterson, E. D., & Alexander, K. P. (2006) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2006.00914.x · Cited by 345 · see citing works
Jones, D., Song, X., Mitnitski, A., & Rockwood, K. (2005) · Aging Clinical and Experimental Research · doi:10.1007/bf03327413 · Cited by 267 · see citing works
Self-citationFrailty Index as a Measure of Biological Age in a Chinese Population
Goggins, W. B., Woo, J., Sham, A., & Ho, S. C. (2005) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/60.8.1046 · Cited by 267 · see citing works
The mortality rate as a function of accumulated deficits in a frailty index
Mitnitski, A. B., Mogilner, A. J., MacKnight, C., & Rockwood, K. J. (2002) · Mechanisms of Ageing and Development · doi:10.1016/s0047-6374(02)00082-9 · Cited by 264 · see citing works
Self-citationLimits to deficit accumulation in elderly people
Rockwood, K. J., & Mitnitski, A. (2006) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2006.01.002 · Cited by 237 · see citing works
Self-citationHoward, C., Ferrucci, L., Sun, K., Fried, L. P., Walston, J., Varadhan, R., Guralnik, J. M., & Semba, R. D. (2007) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00133.2007 · Cited by 214 · see citing works
Rockwood, K. J., Stolee, P., & McDowell, I. (1996) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1996.tb01446.x · Cited by 195 · see citing works
Self-citationThe Canadian Study of Health and Aging
Lindsay, J., Hébert, R., & Rockwood, K. J. (1997) · Stroke · doi:10.1161/01.str.28.3.526 · Cited by 193 · see citing works
Self-citationAging, Frailty, and Chemotherapy
Balducci, L. (2007) · Cancer Control · doi:10.1177/107327480701400102 · Cited by 184 · see citing works
Changes with age in the distribution of a frailty index
Rockwood, K. J. (2004) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2004.05.003 · Cited by 155 · see citing works
Self-citationAccumulation of health disorders as a systemic measure of aging: Findings from the NLTCS data
Kulminski, A. M., Yashin, A. I., Ukraintseva, S. V., Akushevich, I. V., Arbeev, K. G., Land, K. C., & Mantón, K. G. (2006) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2006.08.005 · Cited by 124 · see citing works
Testosterone, Sex Hormone–Binding Globulin, and Frailty in Older Men
Mohr, B. A., Bhasin, S., Kupelian, V. A., de Araújo, A. B., O’Donnell, A. B., & McKinlay, J. B. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01121.x · Cited by 119 · see citing works
Public health significance of the frailty index
Woo, J., Goggins, W. B., Sham, A., & Ho, S. C. (2005) · Disability and Rehabilitation · doi:10.1080/09638280500215867 · Cited by 110 · see citing works
Mitnitski, A., Bao, L., & Rockwood, K. J. (2006) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2006.01.007 · Cited by 106 · see citing works
Self-citationFrailty Thy Name Is ... Phrailty?
Whitson, H. E., Purser, J. L., & Cohen, H. J. (2007) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/62.7.728 · Cited by 97 · see citing works
Cumulative Index of Health Deficiencies as a Characteristic of Long Life
Kulminski, A. M., Ukraintseva, S. V., Akushevich, I. V., Arbeev, K. G., & Yashin, A. I. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01155.x · Cited by 96 · see citing works
Wolstenholme, G. E. W., & CONNOR, M. O. (1961) · The American Journal of the Medical Sciences · doi:10.1097/00000441-196103000-00020 · Cited by 77 · see citing works
Beck, J., Ferrucci, L., Sun, K., Walston, J. D., Fried, L. P., Varadhan, R., Guralnik, J. M., & Semba, R. D. (2007) · BioFactors · doi:10.1002/biof.5520290104 · Cited by 68 · see citing works
Rockwood, K. J., Jones, D. R. H., Wang, Y., Carver, D., & Mitnitski, A. (2007) · Age and Ageing · doi:10.1093/ageing/afl160 · Cited by 43 · see citing works
Self-citationMitnitski, A., Bao, L., Skoog, I. G., & Rockwood, K. J. (2006) · Experimental Gerontology · doi:10.1016/j.exger.2006.10.001 · Cited by 42 · see citing works
Self-citationDecrease in the relative heterogeneity of health with age: A cross-national comparison
Mitnitski, A., & Rockwood, K. J. (2005) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2005.09.007 · Cited by 21 · see citing works
Self-citationCanadian study of health and aging
Rockwood, K. J., McDowell, I., & Wolfson, C. M. (2001) · Medical Entomology and Zoology · Cited by 21 · see citing works
Self-citationPrinciples and Practices of Geriatric Medicine
Beard, O. W. (1986) · JAMA · doi:10.1001/jama.1986.03380030111045 · Cited by 4 · see citing works
Principles and Practices of Geriatric Medicine
MACLENNAN, W. J. (1986) · Postgraduate Medical Journal · doi:10.1136/pgmj.62.726.320-a · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A standard procedure for creating a frailty index
Searle, S. D., Mitnitski, A., Gahbauer, E. A., Gill, T. M., & Rockwood, K. (2008) · BMC Geriatrics · doi:10.1186/1471-2318-8-24 · Cited by 3,568 · see citing works
Self-citationSarcopenia with limited mobility: an international consensus
Morley, J. E., Abbatecola, A. M., Argiles, J. M., Baracos, V., Bauer, J., Bhasin, S., Cederholm, T., Stewart Coats, A. J., Cummings, S. R., Evans, W. J., et al. (2011) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2011.04.014 · Cited by 1,125 · see citing works
Prevalence and 10‐Year Outcomes of Frailty in Older Adults in Relation to Deficit Accumulation
Song, X., Mitnitski, A., & Rockwood, K. (2010) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2010.02764.x · Cited by 1,104 · see citing works
Self-citationThe impact of frailty on intensive care unit outcomes: a systematic review and meta-analysis
Muscedere, J., Waters, B., Varambally, A., Bagshaw, S. M., Boyd, J. G., Maslove, D., Sibley, S., & Rockwood, K. (2017) · Intensive Care Medicine · doi:10.1007/s00134-017-4867-0 · Cited by 827 · see citing works
Self-citationKulminski, A. M., Ukraintseva, S. V., Kulminskaya, I. V., Arbeev, K. G., Land, K., & Yashin, A. I. (2008) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2008.01656.x · Cited by 434 · see citing works
Verschoor, C. P., Johnstone, J., Millar, J., Dorrington, M. G., Habibagahi, M., Lelic, A., Loeb, M., Bramson, J. L., & Bowdish, D. M. E. (2013) · Journal of Leukocyte Biology · doi:10.1189/jlb.0912461 · Cited by 235 · see citing works
Diabetes, Sarcopenia, and Frailty
Morley, J. E. (2008) · Clinics in Geriatric Medicine · doi:10.1016/j.cger.2008.03.004 · Cited by 186 · see citing works
Screening for frailty in Canada’s health care system: A time for action
Muscedere, J., Andrew, M. K., Bagshaw, S. M., Estabrooks, C., Hogan, D., Holroyd-Leduc, J., Howlett, S., Lahey, W., Maxwell, C., McNally, M., et al. (2016) · Canadian Journal on Aging / La Revue canadienne du vieillissement · doi:10.1017/s0714980816000301 · Cited by 112 · see citing works
Do frail older persons need more protein?
Morley, J. E. (2012) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2012.07.014 · Cited by 21 · see citing works
Chan, T.-C., Yu, V. M. W., Luk, J. K. H., Chu, L. W., Yuen, J. K. Y., & Chan, F. H. W. (2022) · The Journal of nutrition, health and aging · doi:10.1007/s12603-022-1747-2 · Cited by 20 · see citing works
- Authors
- Rockwood, K., Abeysundera, M. J., & Mitnitski, A.
- Affiliations
- Dalhousie University (CA)
- Corresponding author
- Rockwood, Kenneth
- Venue
- Journal of the American Medical Directors Association
- Publisher
- Elsevier BV
- Published
- 2007-11
- Volume
- 8
- Issue
- 9
- Pages
- 595-603
- ISSN
- 1525-8610 (ISSN-L)
- OpenAlex
- W2078487625
- Cited by
- 249
- References
- 51
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 2 · 2023: 6 · 2022: 9 · 2021: 9 · 2020: 11 · 2019: 11 · 2018: 12 · 2017: 12 · 2016: 16 · 2015: 25 · 2014: 21 · 2013: 22 · 2012: 23
- FWCI
- 6.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of the American Medical Directors Association (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Frailty in Older Adults
- Health Sciences › Health Professions › General Health Professions › Geriatric Care and Nursing Homes
- Health Sciences › Medicine › Geriatrics and Gerontology › Pharmaceutical Practices and Patient Outcomes
- Keywords
- frailty, nursing home residents, older adults, frailty assessment, frailty index, Clinical Frailty Scale, mortality risk, disability, cognitive decline, long-term care, mobility impairment
- MeSH terms
- Aged, 80 and over, Cognition Disorders, Disability Evaluation, Female, Persons with Disabilities, Disabled Persons, Humans, Male, Nursing Homes, Prospective Studies, Geriatric Assessment, Survival Analysis, Frail Elderly, Mobility Limitation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review