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How the Wakamola chatbot studied a university community's lifestyle during the COVID-19 confinement

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How the Wakamola chatbot studied a university community's lifestyle during the COVID-19 confinement

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dc.contributor.author Asensio-Cuesta, Sabina es_ES
dc.contributor.author Blanes-Selva, Vicent es_ES
dc.contributor.author Portolés, Manuel es_ES
dc.contributor.author Conejero, J. Alberto es_ES
dc.contributor.author Garcia-Gomez, Juan M es_ES
dc.date.accessioned 2022-07-25T18:06:33Z
dc.date.available 2022-07-25T18:06:33Z
dc.date.issued 2021-06 es_ES
dc.identifier.issn 1460-4582 es_ES
dc.identifier.uri http://hdl.handle.net/10251/184752
dc.description.abstract [EN] This work aimed to study the effect of confinement on weight and lifestyle using the Wakamola chatbot to collect data from 739 adults divided into two groups (341 case-control, 398 confinement). Nutrition score (0-100 scale) improved for men (medians 81.77-82.29, p<0.05), with no difference for women (medians 82.29 in both cases). Both genders reduced the consumption of sweetmeats and sugared drinks (p<0.01); men increased their consumption of vegetables, salad, and legumes (p<0.01). Both genders reduced their physical activity score (men 100-40.14, p<0.01, women 80.42-36.12, p<0.01). Women sat less hours/week, men's medians 28.81-28.27, women's medians 35.97-23.33, p=0.03. Both genders slept longer (hours/day), men 7-7.5, women 7-8 (p<0.01) (medians). Their overall health score was significantly reduced (men 85.06-74.05, p<0.01, women 84.47-72.42, p<0.01), with no significant weight difference in either gender. Wakamola helped to contact participants and confirm changes in their lifestyle during confinement. es_ES
dc.description.sponsorship The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by FONDO SUPERA COVID-19 by CRUE-Santander Bank grant "Severity Subgroup Discovery and Classification on COVID-19 Real World Data through Machine Learning and Data Quality assessment (SUBCOVERWD-19)." es_ES
dc.language Inglés es_ES
dc.publisher SAGE Publications es_ES
dc.relation.ispartof Health Informatics Journal es_ES
dc.rights Reconocimiento - No comercial (by-nc) es_ES
dc.subject MHealth es_ES
dc.subject COVID-19 es_ES
dc.subject Confinement es_ES
dc.subject Lifestyle es_ES
dc.subject Physical activity es_ES
dc.subject Body mass index es_ES
dc.subject Obesity es_ES
dc.subject Overweight es_ES
dc.subject Chatbot es_ES
dc.subject Assessment es_ES
dc.subject Telegram es_ES
dc.subject.classification FISICA APLICADA es_ES
dc.subject.classification MATEMATICA APLICADA es_ES
dc.subject.classification PROYECTOS DE INGENIERIA es_ES
dc.title How the Wakamola chatbot studied a university community's lifestyle during the COVID-19 confinement es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1177/14604582211017944 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/727560/EU es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Proyectos de Ingeniería - Departament de Projectes d'Enginyeria es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Matemática Aplicada - Departament de Matemàtica Aplicada es_ES
dc.description.bibliographicCitation Asensio-Cuesta, S.; Blanes-Selva, V.; Portolés, M.; Conejero, JA.; Garcia-Gomez, JM. (2021). How the Wakamola chatbot studied a university community's lifestyle during the COVID-19 confinement. Health Informatics Journal. 27(2):1-19. https://doi.org/10.1177/14604582211017944 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1177/14604582211017944 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 19 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 27 es_ES
dc.description.issue 2 es_ES
dc.identifier.pmid 34044657 es_ES
dc.relation.pasarela S\437524 es_ES
dc.contributor.funder BANCO SANTANDER, S.A. es_ES
dc.contributor.funder COMISION DE LAS COMUNIDADES EUROPEA es_ES
dc.subject.ods 03.- Garantizar una vida saludable y promover el bienestar para todos y todas en todas las edades es_ES
upv.costeAPC 700 es_ES


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