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Designing positive behavior change experiences: a systematic review and sentiment analysis based on online user reviews of fitness and nutrition mobile applications

2020Conference object Open access
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dc.contributor.authorPimenta, Francisca
dc.contributor.authorLopes, Laís
dc.contributor.authorGonçalves, Frederica
dc.contributor.authorCampos, Pedro
dc.date.accessioned2022-09-21T13:27:54Z
dc.date.available2022-09-21T13:27:54Z
dc.date.issued2020
dc.description.abstractWhile mobile devices have become ubiquitous, illnesses derived from poor lifestyle habits are on the rise. However, our understand ing of design mechanisms that induce healthier behavior change through mobile devices is still limited. Using the BCT Taxonomy, and online user reviews as an indicator of experience satisfaction, we make a three-folded contribution to designing interactive sys tems for behavior change: (i) a systematic review of applications for physical activity and healthier eating habits, coding BCTs; (ii) sentiment analysis performed on 20492 review sentences of these apps; and (iii) design implications regarding the implementation features for each BCT cluster, considering the highest-scored fea tures in terms of sentiment analysis. Positive expressions referred to the framing/reframing technique. Contrarily, negative expres sions were mostly related to reward and threat. Findings from this study can be used to benchmark interactions between users and behavior change interfaces, and provide design insights to support positive user experiences.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationPimenta, F., Lopes, L., Gonçalves, F., & Campos, P. (2020, November). Designing positive behavior change experiences: a systematic review and sentiment analysis based on online user reviews of fitness and nutrition mobile applications. In 19th International Conference on Mobile and Ubiquitous Multimedia (pp. 152-161).pt_PT
dc.identifier.doi10.1145/3428361.3428403pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.13/4639
dc.language.isoengpt_PT
dc.publisherACMpt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectBehavior change systemspt_PT
dc.subjectmHealthpt_PT
dc.subjectMobile appspt_PT
dc.subjectPersuasive technologiespt_PT
dc.subjectText analysispt_PT
dc.subjectUser experiencept_PT
dc.subjectUser reviewspt_PT
dc.subject.pt_PT
dc.subjectFaculdade de Ciências Exatas e da Engenhariapt_PT
dc.titleDesigning positive behavior change experiences: a systematic review and sentiment analysis based on online user reviews of fitness and nutrition mobile applicationspt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.endPage161pt_PT
oaire.citation.startPage152pt_PT
oaire.citation.title19th International Conference on Mobile and Ubiquitous Multimediapt_PT
person.familyNamedos Santos Lopes
person.familyNameGonçalves
person.familyNamePereira Campos
person.givenNameLaís
person.givenNameFrederica
person.givenNamePedro Filipe
person.identifier.ciencia-id3C15-2AAD-FCAF
person.identifier.ciencia-id9B1F-5577-2FC3
person.identifier.ciencia-id7C19-B5E5-01CA
person.identifier.orcid0000-0002-9087-3723
person.identifier.orcid0000-0002-8857-6244
person.identifier.orcid0000-0001-7706-5038
person.identifier.scopus-author-id56421560700
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublication3e177944-6d81-405c-a54d-35207b25b9d1
relation.isAuthorOfPublicationc7840130-98de-4c84-bbc6-36170eaf4b35
relation.isAuthorOfPublicationfb4a962b-b799-4ba2-8778-3d9d0a64b2b0
relation.isAuthorOfPublication.latestForDiscoveryc7840130-98de-4c84-bbc6-36170eaf4b35

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