Evidence map›Paper›PMID 40280609›Full record

ArticleBMJ open2025

Longitudinal trajectories of healthcare costs among high-need high-cost patients: a population-based retrospective cohort study in British Columbia, Canada.

Logan Trenaman, Daphne Guh, Kimberlyn McGrail, Mohammad Ehsanul Karim, Richard Sawatzky, Stirling Bryan, Linda C Li, Marilyn Parker, Kathleen Wheeler, Mark Harrison

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

10 authors.

Logan TrenamanDepartment of Health Systems and Population Health, University of Washington, Seattle, Washington, USA trenaman@uw.edu.ORCID http://orcid.org/0000-0002-6399-5741
Daphne GuhCentre for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada.
Kimberlyn McGrailSchool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada.
Mohammad Ehsanul KarimCentre for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada.
Richard SawatzkyCentre for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada.ORCID http://orcid.org/0000-0002-8042-190X
Stirling BryanSchool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada.
Linda C LiDepartment of Physical Therapy, The University of British Columbia, Vancouver, British Columbia, Canada.ORCID http://orcid.org/0000-0001-6280-0511
Marilyn ParkerPatient Partner, Kelowna, British Columbia, Canada.
Kathleen WheelerPatient Partner, Kelowna, British Columbia, Canada.
Mark HarrisonCentre for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesWe sought to identify groups of high-need high-cost (HNHC) patients with distinct cost trajectories and describe the sociodemographic and clinical characteristics associated with group membership.

designA population-based retrospective cohort study, using administrative health data.

settingBritish Columbia, Canada.

participantsPeople who were HNHC in 2017, defined as incurring health system costs in the top 5% of the population, and were continuously registered in the Medical Service Plan from January 2015 to December 2019 and alive at the end of the study period. OUTCOME MEASURES: The primary objective was to identify longitudinal patterns of healthcare costs using group-based trajectory modelling. Adopting a health sector perspective, we conducted person-level costing for hospital episodes, day surgeries, physician services, prescription medications, and home and community care services. The secondary objective was to explore sociodemographic and clinical characteristics associated with group membership using adjusted ORs and 95% CIs from a multinomial logit model.

resultsOur final sample comprised 5.4 million British Columbians. In 2017, 224 285 people met our definition of an HNHC and were included in our analysis (threshold: $C7968). We selected a model with five groups. These groups included those with persistently very high costs (44%, mean 5-year total: $C124 622); persistent high costs (32%, mean 5 year total: $C38 997); rising costs (7%, mean 5-year total: $C43 140); declining costs (10%, mean 5-year total: $C30 545); and those with a cost spike (7%, mean 5-year total: $C19 601). Being older, being in the lowest income quintile and having a greater number of comorbid health conditions were associated with increased odds of being in the persistently very-high-cost trajectory group relative to each other group. There was heterogeneity in the association between individual comorbidities and trajectory group membership. Several comorbidities were associated with a statistically significant increase in the odds of being in the persistently very-high-cost group compared with all other groups (eg, diabetes, renal failure), while others were associated with decreased odds (eg, metastatic cancer, alcohol abuse).

conclusionThis study unveils the complex and diverse cost trajectories of HNHC patients in British Columbia, highlighting the necessity for tailored healthcare strategies that address individual patient needs and circumstances. Notably, a high proportion of HNHC patients exhibit persistently high costs over a 5-year period, and available sociodemographic and clinical data are not predictive of group membership. Future research is needed to develop methods for predicting future HNHC patients and to identify evidence-based interventions that can improve patient outcomes and mitigate unnecessary healthcare utilisation and costs.

Indexed as

Health Care CostsAdolescentAdultAgedAged, 80 and overBritish ColumbiaFemaleHumansLongitudinal StudiesMaleMiddle AgedRetrospective StudiesYoung AdultHealth Care CostsHealth economicsHealth policy

Identifiers

PMID40280609
PMCPMC12035471

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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.