Monitoring mental health of college students using smartphones

Descripción del Articulo

A better understanding of an individual’s smartphone use can help researchers to improve methods for early detection, evaluation, and intervention of anxiety disorders. For this reason, we present an exploratory study of behavioral markers extracted from smartphone data. We examine fine-grained beha...

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Detalles Bibliográficos
Autor: Barnes, Laura
Formato: objeto de conferencia
Fecha de Publicación:2019
Institución:Universidad de Lima
Repositorio:ULIMA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.ulima.edu.pe:20.500.12724/8742
Enlace del recurso:https://hdl.handle.net/20.500.12724/8742
Nivel de acceso:acceso abierto
Materia:Sistemas lineales
Smartphones
Trastornos de ansiedad
Estudiantes universitarios
Linear systems
Anxiety disorders
University students
Ingeniería de sistemas / Diseño y métodos
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dc.title.en.fl_str_mv Monitoring mental health of college students using smartphones
title Monitoring mental health of college students using smartphones
spellingShingle Monitoring mental health of college students using smartphones
Barnes, Laura
Sistemas lineales
Smartphones
Trastornos de ansiedad
Estudiantes universitarios
Linear systems
Smartphones
Anxiety disorders
University students
Ingeniería de sistemas / Diseño y métodos
http://purl.org/pe-repo/ocde/ford#2.02.04
title_short Monitoring mental health of college students using smartphones
title_full Monitoring mental health of college students using smartphones
title_fullStr Monitoring mental health of college students using smartphones
title_full_unstemmed Monitoring mental health of college students using smartphones
title_sort Monitoring mental health of college students using smartphones
author Barnes, Laura
author_facet Barnes, Laura
author_role author
dc.contributor.author.fl_str_mv Barnes, Laura
dc.subject.es.fl_str_mv Sistemas lineales
topic Sistemas lineales
Smartphones
Trastornos de ansiedad
Estudiantes universitarios
Linear systems
Smartphones
Anxiety disorders
University students
Ingeniería de sistemas / Diseño y métodos
http://purl.org/pe-repo/ocde/ford#2.02.04
dc.subject.es_PE.fl_str_mv Smartphones
Trastornos de ansiedad
Estudiantes universitarios
Linear systems
dc.subject.en_EN.fl_str_mv Smartphones
Anxiety disorders
dc.subject.en.fl_str_mv University students
dc.subject.classification.es.fl_str_mv Ingeniería de sistemas / Diseño y métodos
dc.subject.ocde.es_PE.fl_str_mv http://purl.org/pe-repo/ocde/ford#2.02.04
description A better understanding of an individual’s smartphone use can help researchers to improve methods for early detection, evaluation, and intervention of anxiety disorders. For this reason, we present an exploratory study of behavioral markers extracted from smartphone data. We examine fine-grained behaviors before and after smartphone communication events across social anxiety levels. To discover behavioral markers, we model the smartphone as a linear dynamical system with the accelerometer data as output. In a two-week study of 52 college students, we find substantially different behavioral markers prior to and after outgoing phone calls when comparing individuals with high and low social anxiety.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2019-07-09T22:52:39Z
dc.date.available.none.fl_str_mv 2019-07-09T22:52:39Z
dc.date.issued.fl_str_mv 2019
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/conferenceObject
dc.type.other.es_PE.fl_str_mv Artículo de conferencia
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dc.identifier.citation.es.fl_str_mv Barnes, L. E. (2019). Monitoring mental health of college students using smartphones. En Universidad de Lima (Ed.), Hacia la transformación digital. Actas del I Congreso Internacional de Ingeniería de Sistemas (pp. 35-40), Lima, 13 y 14 de septiembre del 2018. Universidad de Lima, Fondo Editorial.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12724/8742
identifier_str_mv Barnes, L. E. (2019). Monitoring mental health of college students using smartphones. En Universidad de Lima (Ed.), Hacia la transformación digital. Actas del I Congreso Internacional de Ingeniería de Sistemas (pp. 35-40), Lima, 13 y 14 de septiembre del 2018. Universidad de Lima, Fondo Editorial.
url https://hdl.handle.net/20.500.12724/8742
dc.language.iso.es_ES.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.es_PE.fl_str_mv Universidad de Lima
dc.publisher.country.none.fl_str_mv PE
dc.source.es_PE.fl_str_mv Universidad de Lima
Repositorio Institucional - Ulima
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instacron_str ULIMA
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spelling Barnes, Laura2019-07-09T22:52:39Z2019-07-09T22:52:39Z2019Barnes, L. E. (2019). Monitoring mental health of college students using smartphones. En Universidad de Lima (Ed.), Hacia la transformación digital. Actas del I Congreso Internacional de Ingeniería de Sistemas (pp. 35-40), Lima, 13 y 14 de septiembre del 2018. Universidad de Lima, Fondo Editorial.https://hdl.handle.net/20.500.12724/8742A better understanding of an individual’s smartphone use can help researchers to improve methods for early detection, evaluation, and intervention of anxiety disorders. For this reason, we present an exploratory study of behavioral markers extracted from smartphone data. We examine fine-grained behaviors before and after smartphone communication events across social anxiety levels. To discover behavioral markers, we model the smartphone as a linear dynamical system with the accelerometer data as output. 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Monitoring mental health of college students using smartphones
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