Evidence map›Paper›PMID 41534924›Full record

ArticleCanadian family physician Medecin de famille canadien2026

Association between family physician gender and patient service times: Evidence from Ontario.

Boris Kralj, Lyn Sibley, Jasmin Kantarevic, Kathleen Clements, Meredith Vanstone, Danielle O'Toole, Arthur Sweetman

Abstract read
In one paragraph

Article in Canadian family physician Medecin de famille canadien, 2026. 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. Caution urged in interpreting study findings.Canadian family physician Medecin de famille canadien · 2026
    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

7 authors.

Boris KraljAdjunct Assistant Professor in the Department of Economics at McMaster University in Hamilton, Ont.
Lyn SibleySenior Director of Healthcare Evaluative Research at the Ontario Medical Association (OMA) in Toronto.
Jasmin KantarevicExecutive Director of Economics at the OMA.
Kathleen ClementsDirector of Policy at the OMA.
Meredith VanstoneProfessor, MD/PhD Director, and Canada Research Chair in Ethical Complexity in Primary Care at McMaster University.
Danielle O'ToolePractising family physician in Academic Family Medicine and Associate Professor in the Department of Family Medicine at McMaster University.
Arthur SweetmanProfessor in the Department of Economics at McMaster University, Ontario Research Chair in Health Human Resources, and Director of the Health Policy PhD program at McMaster University.

Funding

Research Support, Non-US Gov’t
6 · The paper itself

Abstract

objectiveTo quantify differences between self-reported service times of male and female family physicians (FPs) in Ontario.

designCross-sectional census survey of FPs in active practice and survey weights for nonresponse.

settingOntario.

participantsA total of 1055 FPs practising in Ontario who completed the survey.

main outcome measuresSelf-reported duration, in minutes, of the services Ontario FPs most commonly provide.

resultsFor 19 of the 20 services examined, female FPs reported longer average service times than those of their male colleagues. Female-male differences ranging from 15% to 20% were statistically significant and clinically relevant. For the most frequently billed service, the intermediate assessment (bill code A007), female FPs spent an average of 3.9 minutes (22.3%) longer per service than male FPs (

conclusionFemale FPs in Ontario reported spending more time per patient than their male colleagues across a range of services, with the association attenuated for those with non-Canadian medical degrees or residencies. Current payment models do not account for time spent, thereby potentially structurally disadvantaging female physicians in terms of overall earnings. The gender pay gap in family practice could be reduced if current fee structures were replaced by, or amended to include, time-based payments.

Indexed as

Family PracticePhysicians, FamilyPhysicians, WomenAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedOntarioSex FactorsTime Factors

Identifiers

PMID41534924
PMCPMC12802487

What OpenQuestion holds

Textmetadata
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.