dc.creator | Monteiro Guerra, Francisco | es |
dc.creator | Rivera Romero, Octavio | es |
dc.creator | Fernández Luque, Luis | es |
dc.creator | Caulfield, Brian | es |
dc.date.accessioned | 2020-04-25T07:36:09Z | |
dc.date.available | 2020-04-25T07:36:09Z | |
dc.date.issued | 2019 | |
dc.identifier.citation | Monteiro-Guerra, F., Rivera-Romero, O., Fernández-Luque, L. y Caulfield, B. (2019). Personalization in Real-Time Physical Activity Coaching using Mobile Applications: A Scoping Review. IEEE Journal of Biomedical and Health Informatics, Noviembre | |
dc.identifier.issn | 2168-2194 | es |
dc.identifier.issn | 2168-2208 | es |
dc.identifier.uri | https://hdl.handle.net/11441/95730 | |
dc.description | Peer reviewed. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. Citation information: DOI 10.1109/JBHI.2019.2947243, IEEE Journal of Biomedical and Health Informatics. | es |
dc.description.abstract | Mobile monitoring for health and wellness is becoming
more sophisticated and accurate, with an increased use of realtime
personalization technologies that may improve the
effectiveness of physical activity coaching systems. This study
aimed to review real-time physical activity coaching applications
that make use of personalization mechanisms. A scoping review,
using the PRISMA-ScR checklist, was conducted on the literature
published from July 2007 to July 2018. A data extraction tool was
developed to analyze the systems on general characteristics,
personalization, design foundations (behavior change and
gamification) and evaluation methods. 28 papers describing 17
different mobile applications were included. The most used
personalization concepts were Feedback (17/17), Goal Setting
(15/17), User Targeting (9/17) and Inter-human Interaction (8/17),
while the less commonly covered were Self-Learning (4/17),
Context Awareness (3/17) and Adaptation (2/17). Few systems
considered behavior change theories for design (6/17). A total of
42 instances of gamification-related elements were found across 15
systems, but only 6 explicitly mention its use. Most systems (15/17)
were submitted to some type of evaluation. However, few assessed
the effects of particular strategies or overall system effectiveness
using randomized experimental designs (5/17). Although
personalization is thought to improve user adherence in physical
activity coaching applications, it is still far from reaching its full
potential. We believe that future work should consider the theory
and suggestions reported in prior work; leverage the needs of the
target users for personalization; include behavior change
foundations and explore gamification theory; and properly
evaluate these systems. | es |
dc.format | application/pdf | es |
dc.format.extent | 14 p. | es |
dc.language.iso | eng | es |
dc.publisher | IEEE. Institute of Electrical and Electronics Engineers | es |
dc.relation.ispartof | IEEE Journal of Biomedical and Health Informatics, Noviembre | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Mobile applications | es |
dc.subject | Mobile health | es |
dc.subject | Personalization | es |
dc.subject | Physical activity | es |
dc.subject | Persuasive technology | es |
dc.subject | Scoping review | es |
dc.subject | Tailoring | es |
dc.title | Personalization in Real-Time Physical Activity Coaching using Mobile Applications: A Scoping Review | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Tecnología Electrónica | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&searchWithin=%22Last%20Name%22:rivera-romero | es |
dc.identifier.doi | 10.1109/JBHI.2019.2947243 | es |
dc.contributor.group | Universidad de Sevilla. TIC150: Tecnología Electrónica e Informática Industrial | es |
dc.journaltitle | IEEE Journal of Biomedical and Health Informatics | es |
dc.publication.issue | Noviembre | es |
dc.contributor.funder | Salumedia Tecnologias S.L.U. | es |
dc.contributor.funder | University of Seville | es |
dc.contributor.funder | The Insight Centre for Data Analytics from the University College Dublin | es |