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
Name
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.pdf
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1.37 MB
Format
Adobe PDF
Checksum (MD5)
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Author(s)
Van Dam, Levi
Rietstra, Sianne
Van der Drift, Eva
Jan J. M. Stams, Geert
Van der Mei, Rob
Mahfoud, Maria
Popma, Arne
Schlossberg, Eric
Pentland, Alex
G. Reid, Todd
Date Issued
August 23, 2019
Publisher
Frontiers in Psychiatry
Citation
Van Dam, L., Rietstra, S., Van der Drift, E., Stams, G. J. J., Van der Mei, R., Mahfoud, M., ... & Reid, T. G. (2019). 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. Frontiers in psychiatry, 10, 593.
Abstract
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.
MIT Department
MIT Connection Science (Research institute)
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