Evidence map›Paper›PMID 27280118›Full record

ArticleCMAJ open

Relation between primary care physician supply and diabetes care and outcomes: a cross-sectional study.

Tara Kiran, Richard H Glazier, Michael A Campitelli, Andrew Calzavara, Therese A Stukel

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 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
3.8field-weighted citation impact, top 7% 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

9 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
  2. Article
  3. Observational
  4. Article
  5. The Effect of Healthcare Provider Availability on Spine Spending.Journal of general internal medicine · 2021
    Article
  6. Awareness and Use of Community Services among Primary Care Physicians.Healthcare policy = Politiques de sante · 2020
    Article
  7. Article
  8. Article
  9. 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 3 institutions in 2 countries.

Tara KiranDepartment of Family and Community Medicine (Kiran, Glazier), St. Michael's Hospital, University of Toronto; Centre for Research on Inner City Health (Kiran, Glazier), Li Ka Shing Knowledge Institute of St. Michael's Hospital; Institute for Clinical Evaluative Sciences (Campitelli, Calzavara, Stukel); Dalla Lana School of Public Health, and Institute for Health Policy, Management and Evaluation (Stukel), University of Toronto, Toronto, Ont.
Richard H GlazierDepartment of Family and Community Medicine (Kiran, Glazier), St. Michael's Hospital, University of Toronto; Centre for Research on Inner City Health (Kiran, Glazier), Li Ka Shing Knowledge Institute of St. Michael's Hospital; Institute for Clinical Evaluative Sciences (Campitelli, Calzavara, Stukel); Dalla Lana School of Public Health, and Institute for Health Policy, Management and Evaluation (Stukel), University of Toronto, Toronto, Ont.
Michael A CampitelliDepartment of Family and Community Medicine (Kiran, Glazier), St. Michael's Hospital, University of Toronto; Centre for Research on Inner City Health (Kiran, Glazier), Li Ka Shing Knowledge Institute of St. Michael's Hospital; Institute for Clinical Evaluative Sciences (Campitelli, Calzavara, Stukel); Dalla Lana School of Public Health, and Institute for Health Policy, Management and Evaluation (Stukel), University of Toronto, Toronto, Ont.
Andrew CalzavaraDepartment of Family and Community Medicine (Kiran, Glazier), St. Michael's Hospital, University of Toronto; Centre for Research on Inner City Health (Kiran, Glazier), Li Ka Shing Knowledge Institute of St. Michael's Hospital; Institute for Clinical Evaluative Sciences (Campitelli, Calzavara, Stukel); Dalla Lana School of Public Health, and Institute for Health Policy, Management and Evaluation (Stukel), University of Toronto, Toronto, Ont.
Therese A StukelDepartment of Family and Community Medicine (Kiran, Glazier), St. Michael's Hospital, University of Toronto; Centre for Research on Inner City Health (Kiran, Glazier), Li Ka Shing Knowledge Institute of St. Michael's Hospital; Institute for Clinical Evaluative Sciences (Campitelli, Calzavara, Stukel); Dalla Lana School of Public Health, and Institute for Health Policy, Management and Evaluation (Stukel), University of Toronto, Toronto, Ont.
Institute for Clinical Evaluative Sciences · CASt. Michael's Hospital · CAUniversity of Toronto · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHigher primary care physician supply is associated with lower mortality due to heart disease, cancer and stroke, but its relation to diabetes care and outcomes is unknown. We examined the association between primary care physician supply and evidence-based testing and hospital visits for people with diabetes in naturally occurring multispecialty physician networks in Ontario, Canada.

methodsWe conducted a cross-sectional analysis between Apr. 1, 2009, and Mar. 31, 2011, using linked administrative data. We included all Ontario residents over 40 years of age with a diagnosis of diabetes before Apr. 1, 2007, who were alive on Apr. 1, 2009 (N = 712 681). We tested the association between physician supply and outcomes at the network level using separate Poisson regression models for urban and nonurban physician networks. We accounted for clustering at the physician and network level and adjusted for patient characteristics.

resultsPatients in physician networks with a high supply of primary care physicians were more likely to receive the optimal number of evidence-based tests for diabetes than patients in networks with low primary care physician supply (urban relative risk [RR] 1.06, 95% confidence interval [CI] 1.04-1.07; nonurban RR 1.17, 95% CI 1.14-1.21) but were no different regarding emergency department visits (urban RR 1.05, 95% CI 0.94-1.17; nonurban RR 0.96, 95% CI 0.85-1.08) or hospital admissions for diabetes complications (urban RR 1.01, 95% CI 0.89-1.14; nonurban RR 0.91, 95% CI 0.77-1.07).

interpretationHaving more primary care physicians per capita is associated with better diabetes care but not with reduced hospital visits in this setting. Further research to understand this relation and how it varies by setting is important for resource planning.

Identifiers

PMID27280118
PMCPMC4866922
OpenAlexW2336927919

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.