Evidence map›Paper›PMID 42465646›Full record

ArticleFrontiers in public health2026

The compounding burden of disability in Mexico: social protection gaps, chronic disease excess, and prospective mortality from national open data sources.

Sofía Gutierrez-Perez, Judith Carolina De Arcos-Jiménez, Mauricio Alfredo Ambriz-Alarcón, Brian Rafael Rubio-Mora, Ana María López-Yáñez, Patricia Noemí Vargas-Becerra, Sahian Alexandra González-Espinosa, José Ángel Castillo-Avila, Nancy Yamile Márquez-Mayorga, Jaime Briseno-Ramirez

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. 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

10 authors.

Sofía Gutierrez-PerezComisión Estatal de Derechos Humanos Jalisco, Guadalajara, Mexico.
Judith Carolina De Arcos-JiménezHospital Civil de Oriente, Tónala, Mexico.
Mauricio Alfredo Ambriz-AlarcónAntiguo Hospital Civil de Guadalajara "Fray Antonio Alcalde", Guadalajara, Mexico.
Brian Rafael Rubio-MoraAntiguo Hospital Civil de Guadalajara "Fray Antonio Alcalde", Guadalajara, Mexico.
Ana María López-YáñezHospital Civil de Oriente, Tónala, Mexico.
Patricia Noemí Vargas-BecerraCentro Universitario de Tlajomulco, Universidad de Guadalajara, Tlajomulco de Zuñiga, Mexico.
Sahian Alexandra González-EspinosaCentro Universitario de Tlajomulco, Universidad de Guadalajara, Tlajomulco de Zuñiga, Mexico.
José Ángel Castillo-AvilaCentro Universitario de Tlajomulco, Universidad de Guadalajara, Tlajomulco de Zuñiga, Mexico.
Nancy Yamile Márquez-MayorgaCentro Universitario del Norte, Universidad de Guadalajara, Colotlán, Mexico.
Jaime Briseno-RamirezHospital Civil de Oriente, Tónala, Mexico.

Funding

The Mexican Health and Aging Study - IIR01AG018016 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Rebeca Wong · 1999 to 2026
$22.6M
NIA NIH HHS R01 AG018016
6 · The paper itself

Abstract

Background: Persons with disabilities (PWD) face disproportionate barriers to social protection and healthcare worldwide, yet comprehensive multi-source evidence linking social security coverage, morbidity, and mortality outcomes remains scarce in Latin America. Methods: We conducted a cross-sectional, multi-source population-based study with a prospective cohort component, integrating nine nationally representative Mexican data sources (2017-2023) encompassing over 125 million persons. Disability was operationalized using source-specific measures, including Washington Group-based instruments where available. We examined social security coverage disparities, catastrophic health expenditure, chronic disease prevalence, intersectional exclusion, prospective three-year mortality, and geographic overlap with healthcare infrastructure deficits. Survey-weighted logistic regression with progressive adjustment, Benjamini-Hochberg correction for multiple comparisons, and unweighted binomial models for prospective mortality were employed. Results: Among 6.8 million PWD in the 2020 Census, apparent social security coverage advantages reflected a structural shift to non-contributory programs driven by older age structure; after demographic adjustment the advantage disappeared (OR = 0.99, Conclusions: The apparent social security advantage of PWD is an artifact of older age structure and a shift toward non-contributory programs that confer nominal affiliation without a detectable mortality benefit in this older-adult cohort, with disadvantage intensifying for indigenous women with disability. Expanding enrollment alone is likely insufficient: closing this gap requires disability-inclusive coverage that translates affiliation into effective protection.

Indexed as

MortalityPersons with DisabilitiesSocial SecurityAdultAgedChronic DiseaseCross-Sectional StudiesFemaleHumansMaleMexicoMiddle AgedPrevalenceProspective StudiesSocioeconomic Disparities in HealthYoung Adultdisabilityhealth equityintersectionalityMexicomorbiditymortalitysocial security

Identifiers

PMID42465646
PMCPMC13373609

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.