Evidence map›Paper›PMID 37264136›Full record

ArticleScientific reports2023

Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns.

Sameer Desai, Wei Zhang, Jason M Sutherland, Joel Singer, Bradley S Quon

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.3field-weighted citation impact, top 19% of its field
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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. Societal Economic Burden of Cystic Fibrosis in Iran: A Cost-of-Illness Study.Journal of health economics and outcomes research · 2025
    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

5 authors at 2 institutions in 1 country.

Sameer DesaiSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
Wei ZhangSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
Jason M SutherlandSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
Joel SingerSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
Bradley S QuonCentre for Heart Lung Innovation, University of British Columbia, St. Paul's Hospital, #166 - 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada. bradley.quon@hli.ubc.ca.
University of British Columbia · CACentre for Advancing Health Outcomes · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cystic fibrosis (CF) is a progressive multi-organ disease with significant morbidity placing extensive demands on the healthcare system. Little is known about those individuals with CF who continually incur high costs over multiple years. Understanding their characteristics may help inform opportunities to improve management and care, and potentially reduce costs. The purpose of this study was to identify and understand the clinical and demographic attributes of frequent high-costing CF individuals and characterize their healthcare utilization and costs over time. A longitudinal study of retrospective data was completed in British Columbia, Canada by linking the Canadian CF Registry with provincial healthcare administrative databases for the period between 2009 and 2017. Multivariable Cox regression models were employed to identify baseline factors associated with becoming a frequent high-cost CF user (vs. not a frequent high-cost CF user) in the follow-up period. We found that severe lung impairment (Hazard Ratio [HR]: 3.71, 95% confidence interval [CI], 1.49-9.21), lung transplantation (HR: 4.23, 95% CI, 1.68-10.69), liver cirrhosis with portal hypertension (HR: 10.96, 95% CI: 3.85-31.20) and female sex (HR: 1.97, 95% CI: 1.13-3.44) were associated with becoming a frequent high-cost CF user. Fifty-nine (17% of cohort) frequent high-cost CF users accounted for more than one-third of the overall total healthcare costs, largely due to inpatient hospitalization and outpatient medication costs.

Indexed as

Cystic FibrosisBritish ColumbiaFemaleHealth Care CostsHumansLongitudinal StudiesPatient Acceptance of Health CareRetrospective Studies

Identifiers

PMID37264136
PMCPMC10235057
OpenAlexW4379056441

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.