Evidence map›Paper›PMID 41438614›Full record

ArticleThe Lancet regional health. Europe2026

Regional inequalities in heart failure hospitalisation and in-hospital mortality in Spain (2016-2022): a nationwide, observational study.

Carolina Ortiz-Cortés, Leticia Fernández-Friera, José M Gámez, Ángel Cequier Fillat, Clara Bonanad Lozano, Antonia Sambola, Lorenzo Fácila Rubio, Luis Rodríguez Padial, Raquel Campuzano Ruíz, Milagros Pedreira Pérez and 9 more

Abstract read
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Article in The Lancet regional health. Europe, 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

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.

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

19 authors.

Carolina Ortiz-CortésDepartment of Cardiology, Hospital Universitario Fundación Alcorcón, Madrid, Spain.
Leticia Fernández-FrieraHM CIEC Madrid (Centro Integral de Enfermedades Cardiovasculares), Hospital Universitario HM Montepríncipe, HM Hospitales, HM Faculty of Health Sciences, Camilo José Cela University, HM Hospitales Research Institute, Madrid, Spain.
José M GámezDepartment of Cardiology, Hospital Universitario Son Llàtzer, Palma de Mallorca, Spain.
Ángel Cequier FillatBellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
Clara Bonanad LozanoDepartment of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain.
Antonia SambolaDepartment of Cardiology, Hospital Universitari Vall d'Hebron; Vall d'Hebron Research Institute (VHIR), Barcelona, Spain.
Lorenzo Fácila RubioDepartment of Cardiology, Hospital General Universitario de Valencia, Universitat de València, Valencia, Spain.
Luis Rodríguez PadialDepartment of Cardiology, Hospital Universitario de Toledo, Castilla-La Mancha, Spain.
Raquel Campuzano RuízDepartment of Cardiology, Hospital Universitario Fundación Alcorcón, Madrid, Spain.
Milagros Pedreira PérezDepartment of Cardiology, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Galicia, Spain.
José M de la Torre HernándezDepartment of Cardiology, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain.
Nicolás RosilloFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
Sofía Sánchez FernándezFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
Náyade Del PradoFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
José Luis BernalFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
Cristina Fernández PérezFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
Diego AlvaredoFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.
Sergio Rico-MartínDepartment of Nursing, Nursing and Occupational Therapy College, University of Extremadura, Cáceres, Spain.
Francisco Javier Elola-SomozaFundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Cátedra IMAS-Universidad Rey Juan Carlos, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Heart failure remains one of the leading causes of hospital admissions and mortality worldwide, with substantial regional disparities in clinical outcomes. These variations have been linked to differences in socioeconomic conditions, health determinants, and health-care system organisation. The aim of this study was to analyse regional differences in hospitalisation rates and in-hospital mortality for heart failure across Spain's autonomous communities, and to examine their associations with hospital characteristics and regional health determinants. Methods: We conducted a nationwide, retrospective, population-based study using Spain's national hospital discharge database (Conjunto Mínimo Básico de Datos, CMBD) to identify adults (≥18 years) discharged from public general hospitals within the Spanish National Health System (SNS) with a primary diagnosis of heart failure from January 1, 2016, to December 31, 2022. Differences in hospitalisation rates and risk-standardised in-hospital mortality between autonomous communities were analysed, along with associations with hospital characteristics and regional health determinants. Findings: A total of 764,083 hospitalisations for heart failure were analysed. The mean age of participants was 80.8 ± 10.6 years. The age- and sex-standardised hospitalisation rate was 255 per 100,000 inhabitants, with significant differences between autonomous communities. Crude in-hospital mortality rate was 11.3% (86,426 episodes), with substantial regional variation in risk-standardised mortality rate (ranged from 7.7% to 16.4%) No associations were found between hospital characteristics and risk-standardised mortality rate at the regional level. Regional health determinants were highly collinear; among all determinants assessed, per-capita gross domestic product was independently associated with lower risk-standardised mortality (βGDP Interpretation: Significant regional differences in hospitalisation rates and risk-standardised mortality rates were observed among patients hospitalised for heart failure. Regional disparities in gross domestic product per capita may partly explain these differences. These results have clinical and policy implications, underscoring the need to consider socioeconomic determinants when analysing health outcomes and designing public policies aimed at reducing health inequalities. Our findings might be relevant to other European countries with similar public health systems. Funding: This work was supported by the Spanish Society of Cardiology (Sociedad Española de Cardiología, SEC).

Indexed as

Health determinantsHeart failureHospitalisationIn-hospital mortalityRegional disparitiesSocioeconomic factors

Identifiers

PMID41438614
PMCPMC12720035

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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.