Evidence map›Paper›PMID 42226016›Full record

Trial reportThe journals of gerontology. Series A, Biological sciences and medical sciences2026

Using case-mixes to understand health resource utilization trajectories among older adults at high risk of falls who received baseline geriatrician-based Falls Prevention Clinic care.

Jennifer C Davis, Ryan S Falck, Chun Liang Hsu, Karim Khan, Patrick Chan, Cheyenne Ghag, Patrizio Jacova, Kenneth Madden, Larry Dian, Jordyn Rice and 3 more

2 registry-linked trialsAbstract readRandomized Controlled Trial
In one paragraph

Trial report in The journals of gerontology. Series A, Biological sciences and medical sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT00323596 completednot on this map

Action Seniors!: A 12-month Randomized Controlled Trial of a Home Based Strength and Balance Retraining Program in Reducing Falls Risk Factors

TypeobservationalSponsorUniversity of British ColumbiaRan2004 to 2008Enrolled71ConditionsFallsArmsphysical activity program of strength and balance retraining
NCT01029171 nacompletednot on this map

"Action Seniors!: A 12 Month Randomized Controlled Trial of a Home Based Strength and Balance Retraining Program in Reducing Falls.

TypeinterventionalSponsorUniversity of British ColumbiaRan2009 to 2018Enrolled344ConditionsFallsArmsHome-based balance and strength retraining exercise program., control, usual care
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Jennifer C DavisAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0002-5274-4293
Ryan S FalckAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.
Chun Liang HsuAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.
Karim KhanCentre for Aging SMART, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada.
Patrick ChanAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.
Cheyenne GhagAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.
Patrizio JacovaAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.
Kenneth MaddenDepartment of Medicine, Division of Geriatric Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Larry DianDepartment of Medicine, Division of Geriatric Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Jordyn RiceAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0002-6250-5974
Naaz ParmarDepartment of Medicine, Division of Geriatric Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Craig MittonSchool of Population and Public Health, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Teresa Liu-AmbroseAging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0002-8297-5308

Funding

University of British Columbia HIFI
6 · The paper itself

Abstract

backgroundWe identified case-mixes among older adults at high risk of future falls, determined by longitudinal health resource utilization (HRU) cost trajectories, and examined baseline characteristics associated with these trajectories.

methodsThis descriptive secondary cohort analysis included 343 community-dwelling older adults at high risk of falls who participated in a randomized controlled trial. All participants received evidence-based falls prevention care at the Falls Prevention Clinic. The primary outcome was total healthcare resource utilization costs collected prospectively over 12 months using self-report questionnaires and monthly cost diaries. Case-mixes were identified using 12-month trajectories and latent class growth modeling. Baseline characteristics examined included intervention group, age, biological sex, cognitive function, and physical function.

resultsWe identified 2 case-mixes. The "low-cost, stable" case-mix was characterized by low baseline HRU (∼$500 CAD) that remained stable over 12 months. The "low-cost, decreasing" case-mix had the lowest baseline HRU (<$500 CAD) and decreased over 12 months. Biological sex modified the trajectories. Specifically, males in the "low-cost, stable" case-mix demonstrated decreased HRU over 12 months, whereas female HRU remained unchanged. In the "low-cost, decreasing" case-mix, female HRU decreased at a greater rate than male HRU.

conclusionsOlder adults at high risk of falls receiving Falls Prevention Clinic care demonstrated relatively low HRU characterized by stable and decreasing case-mixes. These findings provide descriptive insight into healthcare utilization patterns and may inform future evaluations of Falls Prevention Clinic models of care. These findings may assist future risk stratification and healthcare planning for older adults at elevated falls risk internationally.The trial was registered at clinicaltrials.gov (NCT01029171; NCT00323596).

Indexed as

Accidental FallsHealth ResourcesPatient Acceptance of Health CareAgedAged, 80 and overFemaleHealth Care CostsHumansMaleCase-mixFallsFalls Prevention ClinicHealth resource utilizationTrajectory

Identifiers

PMID42226016
PMCPMC13290473

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.