Evidence map›Paper›PMID 41563640›Full record

ArticleResearch in health services & regions2026

Spatial analysis of healthcare services availability and demand for people aged 65 and over in Québec.

Juliette Duc, Nevena Veljanovic, Sébastien Barbat-Artigas, David L Buckeridge, Delphine Bosson-Rieutort

Abstract read
In one paragraph

Article in Research in health services & regions, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

5 authors.

Juliette DucDepartment of Health Management, Evaluation and Policy, School of Public Health, Université de Montréal, Montréal, Québec, Canada. juliette.duc@umontreal.ca.ORCID http://orcid.org/0009-0005-7529-6517
Nevena VeljanovicDepartment of Health Management, Evaluation and Policy, School of Public Health, Université de Montréal, Montréal, Québec, Canada.
Sébastien Barbat-ArtigasUnité d'évaluation des technologies et modes d'intervention en santé et services sociaux (UETMIS-SS), Direction des affaires universitaires, de l'enseignement et de la recherche (DAUER), Centre intégré universitaire de santé et de services sociaux de l'Ouest-de-l'île-de-Montréal (CIUSSS-ODIM), Montréal, Québec, Canada.
David L BuckeridgeDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada.ORCID http://orcid.org/0000-0003-1817-5047
Delphine Bosson-RieutortDepartment of Health Management, Evaluation and Policy, School of Public Health, Université de Montréal, Montréal, Québec, Canada. delphine-bosson-rieutort@umontreal.ca.ORCID http://orcid.org/0000-0002-5035-6457

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAs people age, their healthcare needs increase and become more complex, requiring a corresponding increase in healthcare and services use. Moreover, heterogeneity of healthcare needs and availability can be observed among the health regions within Canadian provinces, especially between rural and urban regions. The province of Québec has received limited attention in this regard. This study aims to describe and compare healthcare services location and aging population healthcare demand across Québec.

methodsWe used data from Données Québec to describe the distribution of available healthcare (such as facilities, their services and capacity) and potential demand of services (represented by the location of the aged population) and mapped their relationship based on urbanization level. Analyses were performed using QGIS and R software.

resultsWe found a substantial variability of the population aged 65 and over, the number of facilities, the number and type of services, and long-term care (LTC) beds between regions in Québec. The number of LTC beds was significantly correlated with the number of people aged 65 and over (R² = 0.88, p < 0.001), but not with their proportion. LTC accommodation is a service most offered in urban areas, especially in the Montréal region.

conclusionHealthcare availability in Québec is associated with the number of older people and there tend to be fewer services, including LTC, overall and per older person in rural as compared to urban areas. Variability of the number of facilities and services provided was higher at the local scale.

Indexed as

Aged populationHealthcare disparitiesHealth services needs and demandQuébecSpatial analysisUrbanization

Identifiers

PMID41563640
PMCPMC12824029

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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.