Evidence map›Paper›PMID 41383305›Full record

ArticleFrontiers in public health2025

Evaluation of the epidemiological and economic impact of the ADLIFE intervention on medium- to long-term in patients with advanced chronic disease.

Igor Larrañaga, Javier Mar, Ania Gorostiza, Borja García-Lorenzo, Beñat Zubeltzu, Remedios Vega, Rachelle Kaye, Gil Levy, Olga Vishnevetsky, Rikke Lyngholm Christensen and 19 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

29 authors.

Igor LarrañagaBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Javier MarBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Ania GorostizaBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Borja García-LorenzoBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Beñat ZubeltzuDonostialdea Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Donostia-San Sebastián, Spain.
Remedios VegaTolosaldea Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Tolosa, Spain.
Rachelle KayeAssuta Medical Centre Ashdod, Ashdod, Israel.
Gil LevyAssuta Medical Centre Ashdod, Ashdod, Israel.
Olga VishnevetskyAssuta Medical Centre Ashdod, Ashdod, Israel.
Rikke Lyngholm ChristensenCentre for Innovative Medical Technology (CIMT), Odense University Hospital, Odense, Denmark.
Anne Dichmann SorknæsEmergency & Medical Department, Svendborg Hospital, Odense University Hospital & University of Southern Denmark, Svendborg, Denmark.
Natassia GartonUniversity Hospitals Coventry & Warwickshire, NHS Trust, Coventry, United Kingdom.
Anne SwobodaGesunder Werra-Meißner-Kreis GmbH, Eschwege, Germany.
Fritz ArndtGesunder Werra-Meißner-Kreis GmbH, Eschwege, Germany.
Lisa McCannDepartment of Computing and Information Sciences, University of Strathclyde, Glasgow, United Kingdom.
Roma MaguireDepartment of Computing and Information Sciences, University of Strathclyde, Glasgow, United Kingdom.
Morven MillerDepartment of Computing and Information Sciences, University of Strathclyde, Glasgow, United Kingdom.
Gokce B Laleci ErturkmenSRDC, Ankara, Türkiye.
Mustafa YukselSRDC, Ankara, Türkiye.
Theodoros N ArvanitisDepartment of Electronic, Electrical and Systems Engineering, University of Birmingham, Birmingham, United Kingdom.
Chao TongDepartment of Electronic, Electrical and Systems Engineering, University of Birmingham, Birmingham, United Kingdom.
Jose I Aznar-BarandaNTT Data Spain, Bilbao, Spain.
Jessica CaballeroNTT Data Spain, Bilbao, Spain.
Nerea GonzálezBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Juan de la TorreBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Dolores VerdoyBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Esteban de Manuel KeenoyBiosistemak Institute for Health Systems Research, Bilbao, Spain.
Ane FullaondoBiosistemak Institute for Health Systems Research, Bilbao, Spain.
ADLIFE Consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Patients with advanced chronic disease (ACD) experience transitions in their clinical stability, leading to increased healthcare resource use and costs. EU-funded ADLIFE digital intervention aimed to ensure their quality of life through individualised care plans, clinical decision-making support, and patient empowerment. This study assessed the impact and sustainability of ADLIFE. Materials and methods: Target population included patients aged ≥55 years with heart failure (HF) and/or chronic obstructive pulmonary disease (COPD). First, a discrete event simulation (DES) model was developed using data from Osakidetza-Basque Health Service to represent the natural history of the disease. Second, ADLIFE intervention was implemented in four pilot sites: Spain, England, Israel and Denmark. Intervention effect was quantified by comparing resource use between control and intervention groups. Finally, a budget impact analysis (BIA) was conducted by extrapolating the burden of the disease to 2030 under two scenarios: conventional and ADLIFE. Results: ADFLIFE intervention involved 370 patients (185 intervention, 185 control). Emergency visits and consultations with primary care professionals decreased significantly, while specialist consultations increased. Depending on the pilot site, projections estimated that ACD prevalence will increase by 37-50% by 2030, increasing associated costs. Under the ADLIFE scenario, the burden of the disease could be reduced by 1-2%, resulting in cumulative savings of €4-58 million. Discussion: Projections indicated a major challenge ahead due to a rise in ACD prevalence, highlighting the need for timely and effective healthcare responses. ADLIFE improved patient care and resource management, and its adoption could help reduce the disease burden and generate sustained long-term savings.

Indexed as

Heart FailurePulmonary Disease, Chronic ObstructiveAgedChronic DiseaseFemaleHumansIsraelMaleMiddle AgedPilot ProjectsQuality of LifeSpainadvanced chronic diseasebudget impact analysisdigital healthdiscrete event simulationeconomic evaluationintegrated carepersonalised care plansimulation model

Identifiers

PMID41383305
PMCPMC12689975

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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.