Evidence map›Paper›PMID 40247345›Full record

ArticleBMC health services research2025

Assessing disparities in cancer resources distribution in Mexico.

Elysse Bautista-Gonzalez, Andrés Quintero Leyra, Teresa Verenice Munoz Rocha, Heber Tomás Reyes-García, Enrique Soto-Perez-de-Celis, Alejandra Palafox Parrilla, Alejandro Mohar Betancourt, Richard Sullivan

Abstract read
In one paragraph

Article in BMC health services research, 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. Article
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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

8 authors.

Elysse Bautista-GonzalezFundación Mexicana para la salud, Anillo Perif. 4809, Arenal Tepepan, Tlalpan, Ciudad de México, 14610, México. ebautista@funsalud.org.mx.ORCID http://orcid.org/0000-0002-8925-4706
Andrés Quintero LeyraPublic Health Department, Faculty of Medicine, National Autonomous University of Mexico, Av. Universidad 3004, Copilco Universidad, Coyoacán, Ciudad de México, CDMX, 04510, México.ORCID http://orcid.org/0009-0006-8444-1779
Teresa Verenice Munoz RochaCentro de Investigación en Nutrición y Salud, Instituto Nacional de Salud Pública, Av. Universidad 655, Santa María Ahuacatitlán, Cuernavaca, Mor, 62100, México.ORCID http://orcid.org/0000-0003-4068-7567
Heber Tomás Reyes-GarcíaCentro Médico Nacional 20 de Noviembre, Félix Cuevas 540, Col del Valle Sur, Benito Juárez, Ciudad de México, CDMX, 03104, México.ORCID http://orcid.org/0009-0000-6672-0359
Enrique Soto-Perez-de-CelisDivision of Medical Oncology, University of Colorado Anschutz Medical Campus, 12801 East 17th Avenue, 8122, Aurora, CO, 80045, USA.ORCID http://orcid.org/0000-0002-7301-2163
Alejandra Palafox ParrillaFundación Mexicana para la salud, Anillo Perif. 4809, Arenal Tepepan, Tlalpan, Ciudad de México, 14610, México.ORCID http://orcid.org/0009-0005-0232-7570
Alejandro Mohar BetancourtUnidad de Epidemiología e Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Av. San Fernando 22, Belisario Domínguez Secc 16, Tlalpan, Ciudad de México, CDMX, 14080, México.ORCID http://orcid.org/0000-0002-4730-4787
Richard SullivanInstitute of Cancer Policy, King's College London, Guy's Hospital Campus, London, SE1 9RT, UK.ORCID http://orcid.org/0000-0002-6435-1825

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGiven the rising cancer burden, the capacity of Mexico's healthcare system to effectively address cancer care through its current available infrastructure becomes increasingly critical. Limited availability of diagnostic and therapeutic infrastructure leads to delays in diagnosis and treatment. Countries like Mexico, should undertake comprehensive assessments of infrastructure and human resources available for cancer, including its quantification and geolocation, to understand the service gaps. This study seeks to map oncological infrastructure in Mexico in five types of cancer: breast, lung, prostate, colon, and cervix.

methodsThrough a realist evaluation of publicly available databases from the High Specialty Medical Equipment National Inventory and the General Direction of Health Information, a comprehensive identification and classification of cancer resources was conducted with the intended outcome to map cancer care infrastructure in Mexico. Guided by the literature, resources necessary for diagnosis and treatment were selected by an expert consensus. Thereafter, facilities were classified by service scope into either diagnostic or diagnostic and therapeutic, and by infrastructure level into core or enhanced and then mapped geographically.

resultsFrom N = 14,133 unique healthcare facilities that deliver any type of healthcare, only 5% provided cancer care. Cancer-specific infrastructure that can provide diagnosis and treatment at the national level included N = 10 brachytherapy, N = 11 cobalt-60, N = 21 linear particle accelerators and N = 188 operating rooms. Five issues were found: (1) low availability of core therapeutic infrastructure across all cancer types; (2) regional and national centralization of available therapeutic infrastructure for all cancer types, whilst no centralization found in diagnostic resources; (3) inconsistent allocation of resources in densely populated areas; (4) infrastructure disparities per cancer type i.e., Lung, prostate, and breast cancer require significant investments in diagnostic infrastructure compared to cervical and colon cancer, and (5) lack of precise and updated infrastructure data from the public health system that requires either new codes or subcodes.

conclusionsAddressing disparities in cancer resources distribution in Mexico is a dual imperative-ensuring equity while seizing an opportunity to fortify the overall health system for people without social security coverage.

Indexed as

Cancer Care FacilitiesGeographic MappingHealthcare DisparitiesNeoplasmsBreast NeoplasmsColonic NeoplasmsDelivery of Health CareFemaleHumansLung NeoplasmsMaleMexicoProstatic NeoplasmsUterine Cervical NeoplasmsCancerHealth services researchInfrastructureLow-middle-income countryMexico

Identifiers

PMID40247345
PMCPMC12007217

What Socratic holds

Textmetadata
LicenceCC BY
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.