Evidence map›Paper›PMID 41955007›Full record

ArticleFamily practice2026

Measuring the relationship between outpatient family physician visit regularity and acute care utilization during the end of life: a population-level retrospective cohort study.

Shuaib Hafid, Aaron Jones, Anastasia Gayowsky, Aria Wills, Sarina R Isenberg, Michelle Howard

Abstract read
In one paragraph

Article in Family practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Shuaib HafidDepartment of Family Medicine, McMaster University, Hamilton, Ontario, Canada L8P 1H6.ORCID 0000-0002-2853-6881
Aaron JonesDepartment of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada L8S 4L8.ORCID 0000-0002-6282-3614
Anastasia GayowskyICES McMaster University, Hamilton, Ontario, Canada L8S 4K1.ORCID 0000-0001-9608-0305
Aria WillsBruyere Health Research Institute, Ottawa, Ontario, Canada K1N 5C8.
Sarina R IsenbergBruyere Health Research Institute, Ottawa, Ontario, Canada K1N 5C8.
Michelle HowardDepartment of Family Medicine, McMaster University, Hamilton, Ontario, Canada L8P 1H6.ORCID 0000-0001-8127-5492

Funding

ICESMinistry of Long-Term Care (MLTC)Ontario Ministry of Health (MOH)
6 · The paper itself

Abstract

backgroundFamily physicians (FP) are critical in providing outpatient end-of-life (EOL) care, yet most continuity measures do not consider temporal changes in visits. The relative variance index (RVI), which measures visit interval variation, has not been applied to the EOL context.

aimTo measure the association between outpatient FP visit regularity & acute care use in the last month of life.

designRetrospective cohort study using linked population-level health administrative data. FP visit regularity was measured using the RVI, calculated from outpatient visits during the last two years of life (excluding the last month). Outcomes included hospitalizations, emergency department (ED) visits in the last month of life & acute care setting deaths.

settingAdults with cardiorespiratory conditions who died in Ontario, Canada, between 2017 & 2019.

resultsPatients' (N = 151 030) median age at 2-years before death was 80, 55% were male, & had a median of 9 FP outpatient visits in the last two years of life. Higher FP RVI scores were associated with increased hospitalizations (IRR [95% CI]: 1.07 [1.05,1.10]), ED visits (1.06 [1.03, 1.08]) & acute care deaths (OR [95% CI]: 1.30 [1.26, 1.35]). Sensitivity analyses identified that RVI scores varied across different look-back periods, while sensitivity model performances remained stable when adjusting for specialist visit regularity.

conclusionsHigher outpatient FP visit regularity was associated with increased EOL acute care use, despite low visit regularity during the last two years of life. However, the RVI's sensitivity to observation period lengths limits its utility as an EOL care-quality indicator.

Indexed as

Ambulatory CareEmergency Service, HospitalPhysicians, FamilyTerminal CareAgedAged, 80 and overEmergency Room VisitsFemaleHospitalizationHumansMaleMiddle AgedOntarioRetrospective Studiescardiorespiratorycontinuity of careend-of-life carefamily physicianregularity

Identifiers

PMID41955007
PMCPMC13064537

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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.