Evidence mapPaperPMID 41161834Full record

ArticleBMJ open2025

Rurality, type 2 diabetes and risk of cardiovascular events in Alberta, Canada: a retrospective cohort study.

Danielle K Nagy, Lauren C Bresee, Dean T Eurich, Scot H Simpson

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Danielle K NagyFaculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada.
Lauren C BreseeCommunity Health Sciences, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada.
Dean T EurichSchool of Public Health, University of Alberta, Edmonton, Alberta, Canada.ORCID http://orcid.org/0000-0003-2197-0463
Scot H SimpsonFaculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada scot@ualberta.ca.ORCID http://orcid.org/0000-0002-9880-2129

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo describe the association between place of residence in Alberta, Canada, and cardiovascular event risk among adults newly treated with metformin for type 2 diabetes.

designRetrospective cohort study.

settingAdministrative data from Alberta, Canada between 2008 and 2023.

participantsAdult new metformin users, categorised by residence (rural, urban, metropolitan) from postal codes 1 year before metformin. PRIMARY AND SECONDARY OUTCOME MEASURES: Cause-specific hazard models were constructed for the primary composite outcome (cardiovascular mortality, hospitalisation for an acute coronary syndrome or stroke) and each of the secondary outcomes (components of the primary outcome and all-cause mortality). Models were adjusted for baseline demographics, healthcare utilisation and diabetes complications.

resultsA total of 236 005 adult new metformin users were identified and distributed across the rural-urban continuum (66% metropolitan, 10% urban, 24% rural). Mean age was 55 years, 55% were men, and mean follow-up time was 5.7 years. There were 19 059 primary composite outcome events, and rural residents were more likely to experience the outcome, adjusted HR (aHR): 1.09 (95% CI 1.06 to 1.13), compared with metropolitan. A significant interaction between residence and cardiovascular event history was identified. When stratified, risk of the primary outcome among those without cardiovascular history and living in a rural area was aHR: 1.16 (95% CI 1.11 to 1.20). Among rural residents with cardiovascular history, the risk was aHR: 0.84 (95% CI 0.78 to 0.91).

conclusionsQuantifying the association between residence and risk of cardiovascular events may focus the allocation of healthcare resources. Development of targeted intervention programmes should focus on primary prevention in rural areas and secondary prevention in metropolitan areas.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2MetforminAdultAgedAlbertaCause of DeathFemaleFollow-Up StudiesHospitalizationHumansHypoglycemic AgentsMaleMiddle AgedPatient Acceptance of Health CarePrimary PreventionHypoglycemic AgentsMetforminCardiovascular DiseaseDiabetes Mellitus, Type 2EPIDEMIOLOGY

Identifiers

PMID41161834
PMCPMC12574414

What Socratic holds

Texttitle and abstract
LicenceCC BY-NC
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 Socratic graph.