Evidence map›Paper›PMID 42273631›Full record

ArticleFrontiers in public health2026

Metropolitan inequalities in health system resources and COVID-19 adjusted life expectancy among older adults in Mexico.

Héctor García-Hernández, Guillermo Salinas-Escudero, Marcela Agudelo-Botero, Hortensia Reyes-Morales

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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.

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1 · What the graph read from it

What it found

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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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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

4 authors.

Héctor García-HernándezMaster's and Doctorate Programs in Medical, Dental, and Health Sciences, National Autonomous University of Mexico, Mexico City, Mexico.
Guillermo Salinas-EscuderoCenter for Economic and Social Studies in Health, Hospital Infantil de México Federico Gómez, Mexico City, Mexico.
Marcela Agudelo-BoteroPolicy, Population, and Health Research Center, School of Medicine, National Autonomous University of Mexico, Mexico City, Mexico.
Hortensia Reyes-MoralesCenter for Health Systems Research, National Institute of Public Health, Cuernavaca-Morelos, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The mortality and morbidity consequences of the COVID-19 outbreak were concentrated among older adults. The health system response was critical to mitigating its negative effects, particularly through the redistribution of healthcare resources across territories. The objective of this study was to analyze inequities in the distribution of health resources in Mexico in relation to life expectancy (LE) and COVID-19 adjusted life expectancy (CALE) in the 60-64 age group at metropolitan level. Methods: We conducted an ecological study covering the period from 2020 to 2023. LE was estimated using abridged life tables, and CALE was calculated using the Sullivan method. Correlation analyses were performed to assess the relationships between these indicators and healthcare resource variables. Inequities were quantified using the concentration index, while the dissimilarity index was used to estimate the proportion of resources that would need to be redistributed across metropolitan areas to achieve an equal distribution. Results: Our findings reveal an unequal distribution of healthcare resources during the pandemic. Metropolitan areas with greater resource availability achieved more favorable health outcomes. This pattern was particularly evident for resources related with specialized services, technological equipment, and health personnel in training. These are precisely the types of resources that should be distributed across metropolitan areas to advance toward a more equitable healthcare system. Discussion: Resource reallocation becomes a central component of health systems adaptation to public health emergencies. Our results highlight the need for more adequate territorial redistribution of healthcare resources to improve preparedness for future epidemiological emergencies.

Indexed as

COVID-19Healthcare DisparitiesHealth ResourcesLife ExpectancyFemaleHumansMaleMexicoMiddle AgedPandemicsSARS-CoV-2Socioeconomic Disparities in HealthCOVID-19health resourceshealthy-adjusted life expectancyinequitylife expectancy

Identifiers

PMID42273631
PMCPMC13246358

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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.