Evidence map›Paper›PMID 40029101›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2025

Investigation of rural-urban differences in hospitalization for ambulatory care-sensitive conditions: Analysis of linked survey, hospitalization, and tax data from Canada.

Yihong Bai, Saverio Stranges, Sisira Sarma

Abstract read
In one paragraph

Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 2025. 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
–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

4 citing papers in PubMed.

  1. Urgent Admission and Inequities in Acute Hospital Stay in Canada.International journal of environmental research and public health · 2026
    Article
  2. Article
  3. Article
  4. Investigation of rural-urban differences in hospitalization for ambulatory care-sensitive conditions: Analysis of linked survey, hospitalization, and tax data from Canada.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    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

3 authors.

Yihong BaiDepartment of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
Saverio StrangesDepartment of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
Sisira SarmaDepartment of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.ORCID https://orcid.org/0000-0001-9174-765X

Funding

Canadian Institutes of Health Research Project PJI-184005Canadian Institutes of Health Research Project PJT-175053Canadian Institutes of Health Research Project PJT-191804
6 · The paper itself

Abstract

backgroundHospitalizations for ambulatory care sensitive conditions (ACSCs) reflect the efficiency of the primary care system, as these are preventable with timely and effective management of chronic conditions. We examined ACSC hospitalization trends in Canada's rural and urban areas, excluding Quebec, from 2007 to 2019.

methodsThe data came from Canadian Community Health Surveys linked with hospitalizations and household income tax records. The study focused on adults aged 18-74 years and used logit and zero-inflated Poisson models to analyze ACSC hospitalizations and costs. A non-linear decomposition method quantified explained and unexplained rural-urban gaps in ACSC hospitalizations and costs.

resultsWe found persistent disparities in ACSC hospitalizations between rural and urban areas, although the gap has narrowed since 2010. Even after adjusting for socio-demographic factors, chronic conditions, and risky health behaviors, rural-urban disparities in ACSC rates remained, highlighting unequal access to primary care in rural areas. The decomposition results revealed that the disparities were driven mainly by differences in the observed characteristics. Further investigation revealed that disparities were due to populations with lower income and education, and residents in Atlantic provinces.

conclusionsThis study underscores the importance of a strong primary care system to minimize ACSC-related hospitalizations in rural Canada. Our results highlight the benefits of primary care reforms undertaken by provinces over the past decade in reducing rural-urban gaps in ACSC hospitalizations. Future policy interventions targeting disadvantaged populations, such as those with lower income and education, are vital for reducing avoidable hospitalizations and enhancing population health outcomes in rural areas.

Indexed as

Ambulatory CareHospitalizationRural PopulationUrban PopulationAdolescentAdultAgedCanadaFemaleHumansMaleMiddle AgedSurveys and QuestionnairesTaxesAmbulatory Care Sensitive Condition (ACSC) hospitalizationCanadalogitruralrural‐urban disparitiesurbanzero‐inflated Poisson

Identifiers

PMID40029101
PMCPMC11874887

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.