Evidence map›Paper›PMID 41808055›Full record

ArticleBMC public health2026

Estimating the hospitalisation burden of obesity in Europe: evidence from the European health interview survey (EHIS) wave 3.

Muhammad Adzran Che Mustapa, Noah Larvoe, Marwan El Ghoch, Zein Kallas

Abstract read
In one paragraph

Article in BMC 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

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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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Muhammad Adzran Che MustapaCentre de Recerca en Economia i Desenvolupament Agroalimentari UPC- IRTA (CREDA), Castelldefels (Barcelona), Spain.ORCID http://orcid.org/0000-0002-1358-627X
Noah LarvoeCentre de Recerca en Economia i Desenvolupament Agroalimentari UPC- IRTA (CREDA), Castelldefels (Barcelona), Spain.ORCID http://orcid.org/0000-0002-5978-970X
Marwan El GhochDepartment of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.ORCID http://orcid.org/0000-0003-4277-4752
Zein KallasCentre de Recerca en Economia i Desenvolupament Agroalimentari UPC- IRTA (CREDA), Castelldefels (Barcelona), Spain. zein.kallas@upc.edu.ORCID http://orcid.org/0000-0003-2870-3691

Funding

HORIZON EUROPE European Research Council 101080645
6 · The paper itself

Abstract

backgroundObesity represents a significant public health and economic challenge across Europe, driving an increased chronic disease burden and increased hospital utilisation. Despite this impact, cross-national evidence quantifying obesity’s hospitalisation burden remains sparse, and there is only a limited understanding of the potential cost savings achievable through obesity prevalence reduction.

methodsWe analysed European Health Interview Survey (EHIS) Wave 3 (2019) data, encompassing adults aged 18 years and older across eight countries (Belgium, the Netherlands, Germany, Luxembourg, Spain, Italy, Portugal and Denmark). Our primary outcome was the number of hospital nights in the preceding 12 months. We employed negative binomial regression models with zero-inflated specifications to estimate the associations between hospitalisation and body mass index (BMI), alongside sociodemographic, health and lifestyle factors. Simulations were used to project the impacts of a 1% obesity prevalence reduction on hospital expenditures.

resultsCompared to normal weight, obesity and underweight were strongly associated with increased hospital nights (IRR = 1.19 and 1.92, respectively), while pre-obesity showed no such association. Hospitalisation increased markedly with age, whereas higher education and income provided protective effects in this regard, reducing stays by 7% and 8%, respectively. Hypertension, diabetes and depressive symptoms substantially elevated hospital utilisation, while physical activity reduced it by 28%. Regional variation emerged, with Southern and Northern Europe reporting lower rates than Western Europe. A 1% obesity prevalence reduction would yield €4.27 billion in annual savings, representing 1.71% of combined hospital budgets.

conclusionsObesity and underweight significantly increase hospitalisation across Europe, placing substantial strain on health systems. Preventive strategies that promote healthy weight, physical activity and mental health could markedly reduce hospital demand and generate major economic savings. Even modest reductions in obesity prevalence offer strong health and fiscal benefits, underscoring the importance of sustained investment in prevention-focused public health policies intended to increase equity and healthcare sustainability across European countries.

Indexed as

Cost of IllnessHospitalizationObesityAdolescentAdultAgedBody Mass IndexEuropeFemaleHealth SurveysHumansMaleMiddle AgedYoung AdultCross-country analysisEuropean Health Interview Survey (EHIS)Healthcare utilisationHospitalisationObesity

Identifiers

PMID41808055
PMCPMC12980952

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LicenceCC BY-NC-ND
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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.