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Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems
Today’s smartphones allow for a wide range of “big data” measurement, for example, ecological momentary assessment (EMA), whereby behaviours are repeatedly assessed within a person’s natural environment. With this type of data, we can better understand – and predict – risk for behavioral and health...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6716472/ https://www.ncbi.nlm.nih.gov/pubmed/31507464 http://dx.doi.org/10.3389/fpsyt.2019.00593 |
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author | Van Dam, Levi Rietstra, Sianne Van der Drift, Eva Stams, Geert Jan J. M. Van der Mei, Rob Mahfoud, Maria Popma, Arne Schlossberg, Eric Pentland, Alex Reid, Todd G. |
author_facet | Van Dam, Levi Rietstra, Sianne Van der Drift, Eva Stams, Geert Jan J. M. Van der Mei, Rob Mahfoud, Maria Popma, Arne Schlossberg, Eric Pentland, Alex Reid, Todd G. |
author_sort | Van Dam, Levi |
collection | PubMed |
description | Today’s smartphones allow for a wide range of “big data” measurement, for example, ecological momentary assessment (EMA), whereby behaviours are repeatedly assessed within a person’s natural environment. With this type of data, we can better understand – and predict – risk for behavioral and health issues and opportunities for (self-monitoring) interventions. In this mixed-methods feasibility study, through convenience sampling we collected data from 32 participants (aged 16–24) over a period of three months. To gain more insight into the app experiences of youth with mental health problems, we interviewed a subsample of 10 adolescents who received psycthological treatment. The results from this feasibility study indicate that emojis) can be used to identify positive and negative feelings, and individual pattern analyses of emojis may be useful for clinical purposes. While adolescents receiving mental health care are positive about future applications, these findings also highlight some caveats, such as possible drawback of inaccurate representation and incorrect predictions of emotional states. Therefore, at this stage, the app should always be combined with professional counseling. Results from this small pilot study warrant replication with studies of substantially larger sample size. |
format | Online Article Text |
id | pubmed-6716472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67164722019-09-10 Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems Van Dam, Levi Rietstra, Sianne Van der Drift, Eva Stams, Geert Jan J. M. Van der Mei, Rob Mahfoud, Maria Popma, Arne Schlossberg, Eric Pentland, Alex Reid, Todd G. Front Psychiatry Psychiatry Today’s smartphones allow for a wide range of “big data” measurement, for example, ecological momentary assessment (EMA), whereby behaviours are repeatedly assessed within a person’s natural environment. With this type of data, we can better understand – and predict – risk for behavioral and health issues and opportunities for (self-monitoring) interventions. In this mixed-methods feasibility study, through convenience sampling we collected data from 32 participants (aged 16–24) over a period of three months. To gain more insight into the app experiences of youth with mental health problems, we interviewed a subsample of 10 adolescents who received psycthological treatment. The results from this feasibility study indicate that emojis) can be used to identify positive and negative feelings, and individual pattern analyses of emojis may be useful for clinical purposes. While adolescents receiving mental health care are positive about future applications, these findings also highlight some caveats, such as possible drawback of inaccurate representation and incorrect predictions of emotional states. Therefore, at this stage, the app should always be combined with professional counseling. Results from this small pilot study warrant replication with studies of substantially larger sample size. Frontiers Media S.A. 2019-08-23 /pmc/articles/PMC6716472/ /pubmed/31507464 http://dx.doi.org/10.3389/fpsyt.2019.00593 Text en Copyright © 2019 Van Dam, Rietstra, Van der Drift, Stams, Van der Mei, Mahfoud, Popma, Schlossberg, Pentland and Reid http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Van Dam, Levi Rietstra, Sianne Van der Drift, Eva Stams, Geert Jan J. M. Van der Mei, Rob Mahfoud, Maria Popma, Arne Schlossberg, Eric Pentland, Alex Reid, Todd G. Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title | Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title_full | Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title_fullStr | Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title_full_unstemmed | Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title_short | Can an Emoji a Day Keep the Doctor Away? An Explorative Mixed-Methods Feasibility Study to Develop a Self-Help App for Youth With Mental Health Problems |
title_sort | can an emoji a day keep the doctor away? an explorative mixed-methods feasibility study to develop a self-help app for youth with mental health problems |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6716472/ https://www.ncbi.nlm.nih.gov/pubmed/31507464 http://dx.doi.org/10.3389/fpsyt.2019.00593 |
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