Evidence map›Paper›PMID 41439838›Full record

ArticleEpidemiologia (Basel, Switzerland)2025

Spatial Distribution of Breast Cancer in Morocco and the Impact of Travel Distance and Rural Residence on Cancer Stage.

Chaimaa Elattabi, Jeroen Berden, Najoua Lamchabbek, Ilhame Bourais, Karima Bendahhou, Saber Boutayeb, Najia Mane, Siham Mrah, Inge Huybrechts, Elodie Faure and 1 more

Abstract read
In one paragraph

Article in Epidemiologia (Basel, Switzerland), 2025. 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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0cells of the map it votes in
0citing papers 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

11 authors.

Chaimaa ElattabiDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.ORCID 0009-0000-9856-2244
Jeroen BerdenNutrition and Metabolism Branch, International Agency for Research on Cancer, 69366 Lyon, France.
Najoua LamchabbekDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.ORCID 0009-0001-4111-1116
Ilhame BouraisDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.ORCID 0000-0002-4995-7837
Karima BendahhouCancer Registry of the Grand Casablanca Region, Casablanca 20000, Morocco.
Saber BoutayebDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.
Najia ManeDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.
Siham MrahLaboratory Research of Cancer and Chronic Diseases, Faculty of Medicine and Pharmacy of Tangier, Abdelmalek Essaadi University, Tetouan 93000, Morocco.ORCID 0000-0003-1072-3758
Inge HuybrechtsNutrition and Metabolism Branch, International Agency for Research on Cancer, 69366 Lyon, France.
Elodie FaureHigher Institute of Nursing Professions and Health Techniques, Ministry of Health and Social Protection, Rabat 10000, Morocco.
Mohamed KhalisDepartment of Public Health, Mohammed VI Center for Research and Innovation, Rabat 10112, Morocco.ORCID 0000-0003-4639-049X

Funding

World Health Organization 001
6 · The paper itself

Abstract

introductionBreast cancer is the most common cancer among women worldwide, and its prognosis can be influenced by various factors, including geographic accessibility of healthcare services. This study describes the geographic distribution of breast cancer cases in the Casablanca-Settat region and evaluates the association between breast cancer stage at diagnosis, rural residence, and travel distance to healthcare facilities in the Casablanca-Settatregion.

methodsA retrospective hospital-based study was conducted on 2161 women diagnosed with breast cancer and admitted to Ibn Rochd University Hospital between December 2018 and January 2022. Patient residential addresses and healthcare facility locations were geocoded using Geographic Information Systems (GIS), and a straight-line distance was calculated from patients' residences to the nearest Primary Healthcare Center (PHCC), Provincial Hospital Center (PHC), Regional Hospital Center (RHC), and University Hospital Center (UHC). Statistical analysis assessed associations between stage at diagnosis, rural/urban residence, and travel distance.

resultsThe overall mean distance to the UHC was 32.5 km (range: 0.19-164 km); 8.3 km (range: 0.02-83 km) to PHCs; and 1.25 km (range: 0.01-12.1 km) to PHCCs. Rural patients had longer distances to all facility types compared to urban patients. However, no significant association was found between cancer stage at diagnosis and rural residence or long travel distance to healthcare facilities (

conclusionsThe stage of breast cancer at diagnosis appears not to be influenced by travel distance to healthcare facilities or by rural residence.

Indexed as

breast cancercancer diagnosiscancer stagegeographic accessibilitygeographic distributionGeographic Information Systemhealthcare accesshealth disparitieshealth services accessibilityrural healthrural vs. urban residence

Identifiers

PMID41439838
PMCPMC12731620

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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.