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ORIGINAL RESEARCH article

Front. Public Health

Sec. Digital Public Health

This article is part of the Research TopicDigital Technologies in Chronic Disease Management: Strategies for Enhanced PreventionView all 13 articles

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

Provisionally accepted
Igor  LarrañagaIgor Larrañaga1,2,3*Javier  MarJavier Mar1,3Ania  GorostizaAnia Gorostiza1Borja  García-LorenzoBorja García-Lorenzo1,2Beñat  ZubeltzuBeñat Zubeltzu4Remedios  VegaRemedios Vega5Rachelle  KayeRachelle Kaye6Gil  LevyGil Levy6Olga  VishnevetskyOlga Vishnevetsky6Rikke  Lyngholm ChristensenRikke Lyngholm Christensen7Anne  Dichmann SorknæsAnne Dichmann Sorknæs8Natassia  GartonNatassia Garton9Anne  SwobodaAnne Swoboda10Fritz  ArndtFritz Arndt10Lisa  McCannLisa McCann11Roma  MaguireRoma Maguire11Morven  MillerMorven Miller11Gokce  B Laleci ErturkmenGokce B Laleci Erturkmen12Mustafa  YukselMustafa Yuksel12Theodoros  N ArvanitisTheodoros N Arvanitis13Chao  TongChao Tong13Jose  I Aznar-BarandaJose I Aznar-Baranda14Jessica  CaballeroJessica Caballero14Nerea  GonzálezNerea González1,15,2Juan  de la Torre PradosJuan de la Torre Prados1Dolores  VerdoyDolores Verdoy1,2Esteban  de Manuel KeenoyEsteban de Manuel Keenoy1Ane  FullaondoAne Fullaondo1,2
  • 1Biosistemak Institute for Health Systems Research, Bilbao, Spain
  • 2Network for Research on Chronicity, Primary Care and Health Promotion (RICAPPS), Bilbao, Spain
  • 3Research Unit, Debagoiena Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Arrasate-Mondragón, Spain
  • 4Donostialdea Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Donostia-San Sebastián, Spain
  • 5Tolosaldea Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Tolosa, Spain
  • 6Assuta Medical Centre Ashdod, Ashdod, Israel
  • 7Centre for Innovative Medical Technology (CIMT), Odense University Hospital, Odense, Denmark
  • 8Emergency & Medical Department, Svendborg Hospital, Odense University Hospital & University of Southern Denmark, Svendborg, Denmark
  • 9University Hospitals Coventry & Warwickshire, NHS Trust, Coventry, United Kingdom
  • 10Gesunder Werra-Meißner-Kreis GmbH, Eschwege, Germany
  • 11Department of Computing and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
  • 12SRDC, Ankara, Türkiye
  • 13Department of Electronic, Electrical and Systems Engineering, University of Birmingham, Birmingham, United Kingdom
  • 14NTT Data Spain, Bilbao, Spain
  • 15Research Unit, Galdakao-Usansolo University Hospital, Barrualde-Galdakao Integrated Healthcare Organisation, Osakidetza-Basque Health Service, Galdakao, Spain

The final, formatted version of the article will be published soon.

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. Method 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.

Keywords: Advanced chronic disease, Digital Health, Integrated Care, Personalised Care Plan, simulation model, discrete event simulation, economic evaluation, Budget impact analysis

Received: 09 Aug 2025; Accepted: 31 Oct 2025.

Copyright: © 2025 Larrañaga, Mar, Gorostiza, García-Lorenzo, Zubeltzu, Vega, Kaye, Levy, Vishnevetsky, Lyngholm Christensen, Dichmann Sorknæs, Garton, Swoboda, Arndt, McCann, Maguire, Miller, Laleci Erturkmen, Yuksel, Arvanitis, Tong, Aznar-Baranda, Caballero, González, de la Torre Prados, Verdoy, de Manuel Keenoy and Fullaondo. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Igor Larrañaga, igor.larranagauribeetxebarria@bio-sistemak.eus

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