Evidence map›Paper›PMID 37379060›Full record

ArticleJournal of medical Internet research2023

GATEKEEPER's Strategy for the Multinational Large-Scale Piloting of an eHealth Platform: Tutorial on How to Identify Relevant Settings and Use Cases.

Jordi de Batlle, Ivan D Benítez, Anna Moncusí-Moix, Odysseas Androutsos, Rosana Angles Barbastro, Alessio Antonini, Eunate Arana, Maria Fernanda Cabrera-Umpierrez, Gloria Cea, George Ε Dafoulas and 24 more

Open access · goldAbstract read
In one paragraph

Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.4field-weighted citation impact, top 11% of its field
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

9 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Observational
  8. Article
  9. Article
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

34 authors at 20 institutions in 11 countries.

Jordi de BatlleGroup of Translational Research in Respiratory Medicine, Institut de Recerca Biomedica de Lleida, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.ORCID 0000-0003-3500-6608
Ivan D BenítezGroup of Translational Research in Respiratory Medicine, Institut de Recerca Biomedica de Lleida, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.ORCID 0000-0002-3558-5948
Anna Moncusí-MoixGroup of Translational Research in Respiratory Medicine, Institut de Recerca Biomedica de Lleida, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.ORCID 0000-0001-9092-2233
Odysseas AndroutsosLab of Clinical Nutrition and Dietetics, Department of Nutrition and Dietetics, School of Physical Education, Sport Science and Dietetics, University of Thessaly, Trikala, Greece.ORCID 0000-0002-2849-1994
Rosana Angles BarbastroUnidad de Innovación, Servicio Aragonés de Salud, Hospital de Barbastro, Barbastro, Spain.ORCID 0009-0000-4998-6657
Alessio AntoniniKnowledge Media Institute, The Open University, Milton Keynes, United Kingdom.ORCID 0000-0002-3639-3622
Eunate AranaBiocruces Bizkaia Health Research Institute, Osakidetza, Barakaldo, Spain.ORCID 0000-0001-9759-333X
Maria Fernanda Cabrera-UmpierrezLife Supporting Technologies, Escuela Técnica Superior de Ingenieros de Telecomunicaciones, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0001-9343-063X
Gloria CeaLife Supporting Technologies, Escuela Técnica Superior de Ingenieros de Telecomunicaciones, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0002-6947-4672
George Ε DafoulasE-health Department, Digital Cities of Central Greece, Trikala, Greece.ORCID 0000-0003-3060-8888
Frans FolkvordPredictBy, Barcelona, Spain.ORCID 0000-0001-7602-3792
Ane FullaondoKronikgune Institute for Health Services Research, Barakaldo, Spain.ORCID 0000-0002-2921-0226
Francesco GiulianiInnovation and Research Department, Fondazione Casa Sollievo della Sofferenza Research Hospital, San Giovanni Rotondo, Italy.ORCID 0000-0002-5707-2158
Hsiao-Ling HuangDepartment of Healthcare Management, Office of International and Cross-Strait Affairs, Yuanpei University of Medical Technology, Hsinchu, Taiwan.ORCID 0000-0002-1180-9011
Pasquale F InnominatoOncology Department, Ysbyty Gwynedd, Betsi Cadwaladr University Health Board, Bangor, United Kingdom.ORCID 0000-0002-0653-8261
Przemyslaw KardasMedication Adherence Research Centre, Department of Family Medicine, Medical University of Lodz, Lodz, Poland.ORCID 0000-0002-6078-2628
Vivian W Q LouDepartment of Social Work and Social Administration, Sau Po Center on Ageing, The University of Hong Kong, Hong Kong, China.ORCID 0000-0001-7000-1306
Yannis ManiosDepartment of Nutrition & Dietetics, School of Health Science & Education, Harokopio University, Athens, Greece.ORCID 0000-0001-6486-114X
Maria MatsangidouCyens Centre of Excellence, Nicosia, Cyprus.ORCID 0000-0003-3804-5565
Franco MercalliMultiMed Engineers srl, Parma, Italy.ORCID 0000-0001-5533-783X
Mounir MokhtariScientific Direction, Institut Mines-Telecom, Paris, France.ORCID 0000-0001-9347-0121
Silvio PagliaraSchool of Engineering, University of Warwick, Coventry, United Kingdom.ORCID 0000-0002-0175-5160
Julia SchellongDepartment of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.ORCID 0000-0001-7614-3225
Lisa StielerDepartment of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.ORCID 0000-0003-2220-0663
Konstantinos VotisInformation Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece.ORCID 0000-0001-6381-8326
Paula CurrásInnova & European Projects Office, Integrated Health Solutions, Medtronic Ibérica S.A., Madrid, Spain.ORCID 0009-0009-0175-8423
Maria Teresa ArredondoLife Supporting Technologies, Escuela Técnica Superior de Ingenieros de Telecomunicaciones, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0003-3113-3976
Jorge PosadaInnova & European Projects Office, Integrated Health Solutions, Medtronic Ibérica S.A., Madrid, Spain.ORCID 0009-0002-6993-8905
Sergio GuillénMysphera S.L., Paterna, Spain.ORCID 0000-0002-6692-2185
Leandro PecchiaSchool of Engineering, University of Warwick, Coventry, United Kingdom.ORCID 0000-0002-7900-5415
Ferran BarbéGroup of Translational Research in Respiratory Medicine, Institut de Recerca Biomedica de Lleida, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.ORCID 0000-0002-2340-8928
Gerard Torres *Group of Translational Research in Respiratory Medicine, Institut de Recerca Biomedica de Lleida, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.ORCID 0000-0002-1417-7320
Giuseppe Fico *Life Supporting Technologies, Escuela Técnica Superior de Ingenieros de Telecomunicaciones, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0003-1551-4613
GATEKEEPER project *See Acknowledgments, .
Hospital Universitari Arnau de Vilanova · ESUniversidad Politécnica de Madrid · ESMedtronic (Spain) · ESTechnische Universität Dresden · DEUniversity of Thessaly · GRUniversity of Warwick · GBBetsi Cadwaladr University Health Board · GBBioCruces Health research Institute · ESCasa Sollievo della Sofferenza · ITCyprus Research and Innovation Center (Cyprus) · CYHellenic Mediterranean University · GRIE University · ESInformation Technologies Institute · GRMedical University of Lodz · PLMultiMedica · ITOsasun Sistemen Ikerketa Institutua · ESServicio Aragonés de Salud · ESTélécom Paris · FRThe Open University · GBUniversity of Hong Kong · HK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe World Health Organization's strategy toward healthy aging fosters person-centered integrated care sustained by eHealth systems. However, there is a need for standardized frameworks or platforms accommodating and interconnecting multiple of these systems while ensuring secure, relevant, fair, trust-based data sharing and use. The H2020 project GATEKEEPER aims to implement and test an open-source, European, standard-based, interoperable, and secure framework serving broad populations of aging citizens with heterogeneous health needs.

objectiveWe aim to describe the rationale for the selection of an optimal group of settings for the multinational large-scale piloting of the GATEKEEPER platform.

methodsThe selection of implementation sites and reference use cases (RUCs) was based on the adoption of a double stratification pyramid reflecting the overall health of target populations and the intensity of proposed interventions; the identification of a principles guiding implementation site selection; and the elaboration of guidelines for RUC selection, ensuring clinical relevance and scientific excellence while covering the whole spectrum of citizen complexities and intervention intensities.

resultsSeven European countries were selected, covering Europe's geographical and socioeconomic heterogeneity: Cyprus, Germany, Greece, Italy, Poland, Spain, and the United Kingdom. These were complemented by the following 3 Asian pilots: Hong Kong, Singapore, and Taiwan. Implementation sites consisted of local ecosystems, including health care organizations and partners from industry, civil society, academia, and government, prioritizing the highly rated European Innovation Partnership on Active and Healthy Aging reference sites. RUCs covered the whole spectrum of chronic diseases, citizen complexities, and intervention intensities while privileging clinical relevance and scientific rigor. These included lifestyle-related early detection and interventions, using artificial intelligence-based digital coaches to promote healthy lifestyle and delay the onset or worsening of chronic diseases in healthy citizens; chronic obstructive pulmonary disease and heart failure decompensations management, proposing integrated care management based on advanced wearable monitoring and machine learning (ML) to predict decompensations; management of glycemic status in diabetes mellitus, based on beat to beat monitoring and short-term ML-based prediction of glycemic dynamics; treatment decision support systems for Parkinson disease, continuously monitoring motor and nonmotor complications to trigger enhanced treatment strategies; primary and secondary stroke prevention, using a coaching app and educational simulations with virtual and augmented reality; management of multimorbid older patients or patients with cancer, exploring novel chronic care models based on digital coaching, and advanced monitoring and ML; high blood pressure management, with ML-based predictions based on different intensities of monitoring through self-managed apps; and COVID-19 management, with integrated management tools limiting physical contact among actors.

conclusionsThis paper provides a methodology for selecting adequate settings for the large-scale piloting of eHealth frameworks and exemplifies with the decisions taken in GATEKEEPER the current views of the WHO and European Commission while moving forward toward a European Data Space.

Indexed as

COVID-19TelemedicineArtificial IntelligenceChronic DiseaseCyprusEcosystemHumansbig datachronic diseaseseHealthhealthy agingintegrated carelarge-scale pilots

Identifiers

PMID37379060
PMCPMC10365628
OpenAlexW4382344450

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.