Evidence map›Paper›PMID 34883995›Full record

ArticleSensors (Basel, Switzerland)2021

COLAEVA: Visual Analytics and Data Mining Web-Based Tool for Virtual Coaching of Older Adult Populations.

Jon Kerexeta Sarriegi, Andoni Beristain Iraola, Roberto Álvarez Sánchez, Manuel Graña, Kristin May Rebescher, Gorka Epelde, Louise Hopper, Joanne Carroll, Patrizia Gabriella Ianes, Barbara Gasperini and 6 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. 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. 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

16 authors.

Jon Kerexeta SarriegiVicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009 San Sebastián, Spain.ORCID 0000-0002-6516-8619
Andoni Beristain IraolaVicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009 San Sebastián, Spain.ORCID 0000-0002-5452-2141
Roberto Álvarez SánchezVicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009 San Sebastián, Spain.ORCID 0000-0001-7164-9577
Manuel GrañaComputational Intelligence Group, Computer Science Faculty, University of the Basque Country, UPV/EHU, 20018 San Sebastián, Spain.
Kristin May RebescherVicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009 San Sebastián, Spain.
Gorka EpeldeVicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009 San Sebastián, Spain.ORCID 0000-0002-5179-415X
Louise HopperSchool of Psychology, Dublin City University, Glasnevin, D09 X984 Dublin, Ireland.ORCID 0000-0002-9382-5241
Joanne CarrollSchool of Psychology, Dublin City University, Glasnevin, D09 X984 Dublin, Ireland.ORCID 0000-0003-0912-239X
Patrizia Gabriella IanesUnità Operativa Riabilitazione Ospedaliera-Villa Rosa, Azienda Provinciale per i Servizi Sanitari di Trento, 38123 Trento, Italy.
Barbara GasperiniUnità Operativa Riabilitazione Ospedaliera-Villa Rosa, Azienda Provinciale per i Servizi Sanitari di Trento, 38123 Trento, Italy.
Francesco PillaUnità Operativa Riabilitazione Ospedaliera-Villa Rosa, Azienda Provinciale per i Servizi Sanitari di Trento, 38123 Trento, Italy.ORCID 0000-0002-9051-6005
Walter MatteiServizio Ingegneria Clinica, Azienda Provinciale per i Servizi Sanitari di Trento, 38123 Trento, Italy.
Francesco TessaroloDepartment of Industrial Engineering, University of Trento, 38123 Trento, Italy.ORCID 0000-0003-4022-5602
Despoina PetsaniMedical Physics and Digital Innovation Lab, School of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece.ORCID 0000-0003-0273-6890
Panagiotis D BamidisMedical Physics and Digital Innovation Lab, School of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece.ORCID 0000-0002-9936-5805
Evdokimos I KonstantinidisMedical Physics and Digital Innovation Lab, School of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece.ORCID 0000-0002-5522-9553

Funding

H2020 769830
6 · The paper itself

Abstract

The global population is aging in an unprecedented manner and the challenges for improving the lives of older adults are currently both a strong priority in the political and healthcare arena. In this sense, preventive measures and telemedicine have the potential to play an important role in improving the number of healthy years older adults may experience and virtual coaching is a promising research area to support this process. This paper presents COLAEVA, an interactive web application for older adult population clustering and evolution analysis. Its objective is to support caregivers in the design, validation and refinement of coaching plans adapted to specific population groups. COLAEVA enables coaching caregivers to interactively group similar older adults based on preliminary assessment data, using AI features, and to evaluate the influence of coaching plans once the final assessment is carried out for a baseline comparison. To evaluate COLAEVA, a usability test was carried out with 9 test participants obtaining an average SUS score of 71.1. Moreover, COLAEVA is available online to use and explore.

Indexed as

MentoringTelemedicineAgedData MiningHumansInternetPopulation Groupscoachinginteractive visualizationsemi-supervised clusteringvisual analytics

Identifiers

PMID34883995
PMCPMC8659844

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.