Evidence map›Paper›PMID 37192769›Full record

ArticleCMAJ open

Distance, access and equity: a cross-sectional geospatial analysis of disparities in access to primary care for French-only speakers in Ottawa, Ontario.

Christopher Belanger, Kady Carr, Cayden Peixoto, Lise M Bjerre

Open access · diamondAbstract read
In one paragraph

Article in CMAJ open. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.6field-weighted citation impact, top 11% 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

4 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Article
  3. Social and health determinants of wait times for primary care in Canada.Canadian family physician Medecin de famille canadien · 2025
    Article
  4. 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

4 authors at 1 institution in 1 country.

Christopher BelangerInstitut du Savoir Montfort (Belanger, Peixoto, Bjerre); Ottawa Neighbourhood Study (Belanger, Carr), and Department of Family Medicine (Bjerre), University of Ottawa, Ottawa, Ont.
Kady CarrInstitut du Savoir Montfort (Belanger, Peixoto, Bjerre); Ottawa Neighbourhood Study (Belanger, Carr), and Department of Family Medicine (Bjerre), University of Ottawa, Ottawa, Ont.
Cayden PeixotoInstitut du Savoir Montfort (Belanger, Peixoto, Bjerre); Ottawa Neighbourhood Study (Belanger, Carr), and Department of Family Medicine (Bjerre), University of Ottawa, Ottawa, Ont.
Lise M BjerreInstitut du Savoir Montfort (Belanger, Peixoto, Bjerre); Ottawa Neighbourhood Study (Belanger, Carr), and Department of Family Medicine (Bjerre), University of Ottawa, Ottawa, Ont. lbjerre@uottawa.ca.
Institut du Savoir Montfort · CA

Funding

CIHR
6 · The paper itself

Abstract

backgroundAlthough language concordance between patients and primary care physicians results in better quality of care and health outcomes, little research has explored inequities in travel burden to access primary care people of linguistic minority groups in Canada. We sought to investigate the travel burden of language-concordant primary care among people who speak French but not English (French-only speakers) and the general public in Ottawa, Ontario, and any inequities in access across language groups and neighbourhood ruralities.

methodsUsing a novel computational method, we estimated travel burden to language-concordant primary care for the general population and French-only speakers in Ottawa. We used language and population data from Statistics Canada's 2016 Census, neighbourhood demographics from the Ottawa Neighbourhood Study, and collected the main practice location and language of primary care physicians from the College of Physicians and Surgeons of Ontario. We measured travel burden using Valhalla, an open-source road-network analysis platform.

resultsWe included data from 869 primary care physicians and 916 855 patients. Overall, French-only speakers faced greater travel burdens than the general population to access language-concordant primary care. Median differences in travel burden were statistically significant but small (median difference in drive time 0.61 min,

interpretationFrench-only speakers in Ottawa face modest - but statistically significant - overall inequities in travel burden when accessing primary care, compared with the general population, and higher inequities in specific neighbourhoods. Our results are of interest to policy-makers and health system planners, and our methods can be replicated and used as comparative benchmarks to quantify access disparities for other services and regions across Canada.

Indexed as

Access to Primary CarePhysiciansCross-Sectional StudiesHumansLanguageOntario

Identifiers

PMID37192769
PMCPMC10205845
OpenAlexW4376871605

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.