Cited by 17Frailty in Older AdultsDementia and Cognitive Impairment ResearchGeriatric Care and Nursing Homes

Joint impact of dementia and frailty on healthcare utilisation and outcomes: a retrospective cohort study of long-stay home care recipients

Open access
Maxwell, Colleen J, Mondor, Luke, Hogan, David B, Campitelli, Michael A, Bronskill, Susan E, Seitz, Dallas P, Wodchis, Walter P·2019·BMJ Open

Abstract

Objectives: To examine the associations between dementia and 1-year health outcomes (urgent hospitalisation, long-term care (LTC) admission, mortality) among long-stay home care recipients and the extent to which these associations vary by clients’ frailty level. Design: A retrospective cohort study using linked clinical and health administrative databases. Setting: Home care in Ontario, Canada. Participants: Long-stay (≥60 days) care clients (n=153 125) aged ≥50 years assessed between April 2014 and March 2015. Main outcome measures: Dementia was ascertained with a validated administrative data algorithm and frailty with a 66-item frailty index (FI) based on a previously validated FI derived from the clinical assessment. We examined associations between dementia, FI and their interactions, with 1-year outcomes using multivariable Fine-Gray competing risk (urgent hospitalisation and LTC admission) and Cox proportional hazards (mortality) models. Results: Clients with dementia (vs without) were older (mean±SD, 83.3±7.9 vs 78.9±11.3 years, p<0.001) and more likely to be frail (30.3% vs 24.2%, p<0.001). In models adjusted for FI (as a continuous variable) and other confounders, clients with dementia showed a lower incidence of urgent hospitalisation (adjusted subdistribution HR (sHR)=0.84, 95% CI: 0.83 to 0.86) and mortality rate (adjusted HR=0.87, 95% CI: 0.84 to 0.89) but higher incidence of LTC admission (adjusted sHR=2.60, 95% CI: 2.53 to 2.67). The impact of dementia on LTC admission and mortality was significantly modified by clients’ FI (p<0.001 interaction terms), showing a lower magnitude of association (ie, attenuated positive (for LTC admission) and negative (for mortality) association) with increasing frailty. Conclusions: The strength of associations between dementia and LTC admission and death (but not urgent hospitalisation) among home care recipients was significantly modified by their frailty status. Understanding the public health impact of dementia requires consideration of frailty levels among older populations, including those with and without dementia and varying degrees of multimorbidity.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1136/bmjopen-2019-029523

Cites

5 of 5 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

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?

  • Differences observed between dementia populations and those without dementia are likely attributable to differences in dementia severity as well as other important risk factors such as frailty.

    “Differences observed between dementia populations and those without dementia are likely attributable to differences in dementia severity as well as other important risk factors such as frailty.27–29”

    From Trajectories of health system use and survival for community-dwelling persons with dementia: a cohort study (2020) · cites this paper as [27]

    The Discussion (page unavailable) reports that clients with dementia were more likely to be frail and that frailty modified the differences in long-term care admission and mortality between clients with and without dementia. The paper does not establish that those differences are attributable to dementia severity; it identifies dementia by diagnosis rather than measuring severity. Its findings are also limited to long-stay home care recipients. (LLM, conf=0.84)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 29

  1. [2]Maxwell CJ, Campitelli MA, Diong C, et al Variation in the health outcomes associated with frailty among home care clients: relevance of caregiver distress and client sex. BMC Geriatr 2018; 18: 211 10.1186/s12877-018-0899-8 30208884 PMC6134755 · DOI
  2. [5]Frytak JR, Henk HJ, Zhao Y, et al Health service utilization among Alzheimer’s disease patients: evidence from managed care. Alzheimers Dement 2008; 4: 361– 7. 10.1016/j.jalz.2008.02.007 18790463 · DOI
  3. [6]Lin PJ, Fillit HM, Cohen JT, et al Potentially avoidable hospitalizations among Medicare beneficiaries with Alzheimer’s disease and related disorders. Alzheimers Dement 2013; 9: 30– 8. 10.1016/j.jalz.2012.11.002 23305822 · DOI · Paper page
  4. [7]Feng Z, Coots LA, Kaganova Y, et al Hospital and ED use among Medicare beneficiaries with dementia varies by setting and proximity to death. Health Aff 2014; 33: 683– 90. 10.1377/hlthaff.2013.1179 24711331 · DOI · Paper page
  5. [8]Phelan EA, Borson S, Grothaus L, et al Association of incident dementia with hospitalizations. JAMA 2012; 307: 165– 72. 10.1001/jama.2011.1964 22235087 PMC3312921 · DOI · Paper page
  6. [10]Bynum JP, Rabins PV, Weller W, et al The relationship between a dementia diagnosis, chronic illness, medicare expenditures, and hospital use. J Am Geriatr Soc 2004; 52: 187– 94. 10.1111/j.1532-5415.2004.52054.x 14728626 · DOI · Paper page
  7. [13]Tropea J, LoGiudice D, Liew D, et al Poorer outcomes and greater healthcare costs for hospitalised older people with dementia and delirium: a retrospective cohort study. Int J Geriatr Psychiatry 2017; 32: 539– 47. 10.1002/gps.4491 27114271 · DOI
  8. [14]Zilberberg MD, Tjia J Growth in dementia-associated hospitalizations among the oldest old in the United States: implications for ethical health services planning. Arch Intern Med 2011; 171: 1850– 1. 10.1001/archinternmed.2011.503 22083572 · DOI
  9. [16]Institute of Medicine (IOM) and National Research Council (NRC). The future of home health care: Workshop summary. Washington, DC: The National Academies Press, 2015 Available: http://nationalacademies.org/hmd/reports/2015/future-home-health-care.aspx [ Accessed 9 Apr 2019]. 26355186
  10. [17]Rönneikkö JK, Mäkelä M, Jämsen ER, et al Predictors for unplanned hospitalization of new home care clients. J Am Geriatr Soc 2017; 65: 407– 14. 10.1111/jgs.14486 28001292 · DOI
  11. [18]Morris JN, Howard EP, Steel K, et al Predicting risk of hospital and emergency department use for home care elderly persons through a secondary analysis of cross-national data. BMC Health Serv Res 2014; 14: 519 10.1186/s12913-014-0519-z 25391559 PMC4236798 · DOI
  12. [20]Tonelli M, Wiebe N, Straus S, et al Multimorbidity, dementia and health care in older people:a population-based cohort study. CMAJ Open 2017; 5: E623– E631. 10.9778/cmajo.20170052 PMC5621962 28811281 · DOI
  13. [21]Liu Z, Han L, Gahbauer EA, et al Joint trajectories of cognition and frailty and associated burden of patient-reported outcomes. J Am Med Dir Assoc 2018; 19: 304– 9. 10.1016/j.jamda.2017.10.010 29146224 PMC6054444 · DOI
  14. [22]St John PD, Tyas SL, Griffith LE, et al The cumulative effect of frailty and cognition on mortality - results of a prospective cohort study. Int Psychogeriatr 2017; 29: 535– 43. 10.1017/S1041610216002088 27903307 · DOI
  15. [23]Bergman H, Ferrucci L, Guralnik J, et al Frailty: an emerging research and clinical paradigm–issues and controversies. J Gerontol A Biol Sci Med Sci 2007; 62: 731– 7. 10.1093/gerona/62.7.731 17634320 PMC2645660 · DOI · Paper page
  16. [24]Campitelli MA, Bronskill SE, Hogan DB, et al The prevalence and health consequences of frailty in a population-based older home care cohort: a comparison of different measures. BMC Geriatr 2016; 16: 133 10.1186/s12877-016-0309-z 27388294 PMC4937594 · DOI
  17. [25]Hogan DB, Freiheit EA, Strain LA, et al Comparing frailty measures in their ability to predict adverse outcome among older residents of assisted living. BMC Geriatr 2012; 12: 56 10.1186/1471-2318-12-56 22978265 PMC3573890 · DOI
  18. [26]Haaksma ML, Rizzuto D, Ramakers I, et al The impact of frailty and comorbidity on institutionalization and mortality in persons with dementia: a prospective cohort study. J Am Med Dir Assoc 2019; 20 10.1016/j.jamda.2018.06.020 30145169 · DOI
  19. [27]Kelaiditi E, Andrieu S, Cantet C, et al Frailty index and incident mortality, hospitalization, and institutionalization in Alzheimer’s disease: data from the ICTUS Study. J Gerontol A Biol Sci Med Sci 2016; 71: 543– 8. 10.1093/gerona/glv137 26273022 · DOI
  20. [28]Feng L, Nyunt MS, Gao Q, et al Physical frailty, cognitive impairment, and the risk of neurocognitive disorder in the Singapore Longitudinal Ageing Studies. J Gerontol A Biol Sci Med Sci 2017; 72: 369– 75. 10.1093/gerona/glw050 27013397 · DOI
  21. [29]Gross AL, Xue QL, Bandeen-Roche K, et al Declines and impairment in executive function predict onset of physical frailty. J Gerontol A Biol Sci Med Sci 2016; 71: 1624– 30. 10.1093/gerona/glw067 27084314 PMC5106857 · DOI
  22. [30]Chow S, Chow R, Wan A, et al National Dementia Strategies: What Should Canada Learn? Can Geriatr J 2018; 21: 173– 209. 10.5770/cgj.21.299 29977433 PMC6028171 · DOI
  23. [35]Theou O, Tan EC, Bell JS, et al Frailty levels in residential aged care facilities measured using the frailty index and FRAIL-NH Scale. J Am Geriatr Soc 2016; 64: e207– e212. 10.1111/jgs.14490 27783396 · DOI
  24. [36]Pefoyo AJ, Bronskill SE, Gruneir A, et al The increasing burden and complexity of multimorbidity. BMC Public Health 2015; 15: 415 10.1186/s12889-015-1733-2 25903064 PMC4415224 · DOI
  25. [37]Austin PC, Fine JP Practical recommendations for reporting Fine-Gray model analyses for competing risk data. Stat Med 2017; 36: 4391– 400. 10.1002/sim.7501 28913837 PMC5698744 · DOI
  26. [38]Ju YJ, Lee HJ, Kim W, et al Association between home-visit nursing utilization and all-cause hospitalization among long-term care insurance beneficiaries: A retrospective cohort study. Int J Nurs Stud 2017; 75: 93– 100. 10.1016/j.ijnurstu.2017.07.016 28763681 · DOI
  27. [41]Maxwell CJ, Amuah JE, Hogan DB, et al Elevated Hospitalization Risk of Assisted Living Residents With Dementia in Alberta, Canada. J Am Med Dir Assoc 2015; 16: 568– 77. 10.1016/j.jamda.2015.01.079 25717011 · DOI
  28. [42]Mondor L, Maxwell CJ, Hogan DB, et al The Incremental Health Care Costs of Frailty Among Home Care Recipients With and Without Dementia in Ontario, Canada: A Cohort Study. Med Care 2019; 57: 512– 20. 10.1097/MLR.0000000000001139 31107398 · DOI · Paper page
  29. [43]Warrick N, Prorok JC, Seitz D Care of community-dwelling older adults with dementia and their caregivers. CMAJ 2018; 190: E794– E799. 10.1503/cmaj.170920 29970368 PMC6028276 · DOI

Cited by

Sorted by citations

Authors
Maxwell, C. J., Mondor, L., Hogan, D. B., Campitelli, M. A., Bronskill, S. E., Seitz, D. P., & Wodchis, W. P.
Affiliations
  • University of Waterloo (CA)
  • Institute for Clinical Evaluative Sciences (CA)
  • University of Calgary (CA)
  • University of Toronto (CA)
  • Queen's University (CA)
Corresponding author
Maxwell, Colleen J
Venue
BMJ Open
Publisher
BMJ
Published
2019-06
Volume
9
Issue
6
Pages
e029523
ISSN
2044-6055 (ISSN-L)
OpenAlex
W2949549720
Cited by
17
References
5
Citations by year
2026: 3 · 2025: 4 · 2023: 3 · 2022: 4 · 2021: 2 · 2020: 1
FWCI
0.92
Type
journal article
Language
en
Open access
Licence
cc-by-nc
Locations
  • BMJ Open (publishedVersion, cc-by-nc)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • HighWire Press Open Archive (submittedVersion)
Funders
  • Ontario Ministry of Health and Long-Term Care
  • ICES
Topics
  • Health Sciences › Medicine › Geriatrics and Gerontology › Frailty in Older Adults
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Health Sciences › Health Professions › General Health Professions › Geriatric Care and Nursing Homes
Keywords
dementia, frailty, frailty index, long-term care admission, mortality, health care utilization, older adults, competing risks, interaction effects
MeSH terms
Aged, Aged, 80 and over, Dementia, Female, Home Care Services, Hospitalization, Humans, Long-Term Care, Male, Ontario, Patient Acceptance of Health Care, Retrospective Studies, Frail Elderly

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