Cargando…

The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial

BACKGROUND: Mental health apps have shown promise in improving mental health symptoms, including depressive symptoms. However, limited research has been aimed at understanding how specific app features and designs can optimize the therapeutic benefits and adherence to such mental health apps. OBJECT...

Descripción completa

Detalles Bibliográficos
Autores principales: Six, Stephanie G, Byrne, Kaileigh A, Aly, Heba, Harris, Maggie W
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399839/
https://www.ncbi.nlm.nih.gov/pubmed/35943788
http://dx.doi.org/10.2196/39516
_version_ 1784772617786359808
author Six, Stephanie G
Byrne, Kaileigh A
Aly, Heba
Harris, Maggie W
author_facet Six, Stephanie G
Byrne, Kaileigh A
Aly, Heba
Harris, Maggie W
author_sort Six, Stephanie G
collection PubMed
description BACKGROUND: Mental health apps have shown promise in improving mental health symptoms, including depressive symptoms. However, limited research has been aimed at understanding how specific app features and designs can optimize the therapeutic benefits and adherence to such mental health apps. OBJECTIVE: The primary purpose of this study is to investigate the effect of avatar customization on depressive symptoms and adherence to use a novel cognitive behavioral therapy (CBT)–based mental health app. The secondary aim is to examine whether specific app features, including journaling, mood tracking, and reminders, affect the usability of the mental health app. METHODS: College students were recruited from a university study recruitment pool website and via flyer advertisements throughout campus. A total of 94 participants completed a randomized controlled trial in which they were randomized to either customization or no customization version of the app. Customization involved personalizing a virtual avatar and a travel vehicle to one’s own preferences and use of one’s name throughout the app. Participants completed a 14-day trial using a novel CBT-based mental health app called AirHeart. Self-report scores for depressive symptoms, anxiety, and stress were measured at baseline and after the intervention. Postintervention survey measures also included usability and avatar identification questionnaires. RESULTS: Of the 94 enrolled participants, 83 (88%) completed the intervention and postintervention assessments. AirHeart app use significantly reduced symptoms of depression (P=.006) from baseline to the end of the 2-week intervention period for all participants, regardless of the customization condition. However, no differences in depressive symptoms (P=.17) or adherence (P=.80) were observed between the customization (39/83, 47%) and no customization (44/83, 53%) conditions. The frequency of journaling, usefulness of mood tracking, and helpfulness of reminders were not associated with changes in depressive symptoms or adherence (P>.05). Exploratory analyses showed that there were 3 moderate positive correlations between avatar identification and depressive symptoms (identification: r=−0.312, P=.02; connection: r=−0.305, P=.02; and lack of relatability: r=0.338, P=.01). CONCLUSIONS: These results indicate that CBT mental health apps, such as AirHeart, have the potential to reduce depressive symptoms over a short intervention period. The randomized controlled trial results demonstrated that customization of app features, such as avatars, does not further reduce depressive symptoms over and above the CBT modules and standard app features, including journal, reminders, and mood tracking. However, further research elucidating the relationship between virtual avatar identification and mental health systems is needed as society becomes increasingly more digitized. These findings have potential implications for improving the optimization of mental health app designs. TRIAL REGISTRATION: Open Science Framework t28gm; https://osf.io/t28gm
format Online
Article
Text
id pubmed-9399839
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-93998392022-08-25 The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial Six, Stephanie G Byrne, Kaileigh A Aly, Heba Harris, Maggie W JMIR Ment Health Original Paper BACKGROUND: Mental health apps have shown promise in improving mental health symptoms, including depressive symptoms. However, limited research has been aimed at understanding how specific app features and designs can optimize the therapeutic benefits and adherence to such mental health apps. OBJECTIVE: The primary purpose of this study is to investigate the effect of avatar customization on depressive symptoms and adherence to use a novel cognitive behavioral therapy (CBT)–based mental health app. The secondary aim is to examine whether specific app features, including journaling, mood tracking, and reminders, affect the usability of the mental health app. METHODS: College students were recruited from a university study recruitment pool website and via flyer advertisements throughout campus. A total of 94 participants completed a randomized controlled trial in which they were randomized to either customization or no customization version of the app. Customization involved personalizing a virtual avatar and a travel vehicle to one’s own preferences and use of one’s name throughout the app. Participants completed a 14-day trial using a novel CBT-based mental health app called AirHeart. Self-report scores for depressive symptoms, anxiety, and stress were measured at baseline and after the intervention. Postintervention survey measures also included usability and avatar identification questionnaires. RESULTS: Of the 94 enrolled participants, 83 (88%) completed the intervention and postintervention assessments. AirHeart app use significantly reduced symptoms of depression (P=.006) from baseline to the end of the 2-week intervention period for all participants, regardless of the customization condition. However, no differences in depressive symptoms (P=.17) or adherence (P=.80) were observed between the customization (39/83, 47%) and no customization (44/83, 53%) conditions. The frequency of journaling, usefulness of mood tracking, and helpfulness of reminders were not associated with changes in depressive symptoms or adherence (P>.05). Exploratory analyses showed that there were 3 moderate positive correlations between avatar identification and depressive symptoms (identification: r=−0.312, P=.02; connection: r=−0.305, P=.02; and lack of relatability: r=0.338, P=.01). CONCLUSIONS: These results indicate that CBT mental health apps, such as AirHeart, have the potential to reduce depressive symptoms over a short intervention period. The randomized controlled trial results demonstrated that customization of app features, such as avatars, does not further reduce depressive symptoms over and above the CBT modules and standard app features, including journal, reminders, and mood tracking. However, further research elucidating the relationship between virtual avatar identification and mental health systems is needed as society becomes increasingly more digitized. These findings have potential implications for improving the optimization of mental health app designs. TRIAL REGISTRATION: Open Science Framework t28gm; https://osf.io/t28gm JMIR Publications 2022-08-09 /pmc/articles/PMC9399839/ /pubmed/35943788 http://dx.doi.org/10.2196/39516 Text en ©Stephanie G Six, Kaileigh A Byrne, Heba Aly, Maggie W Harris. Originally published in JMIR Mental Health (https://mental.jmir.org), 09.08.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on https://mental.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Six, Stephanie G
Byrne, Kaileigh A
Aly, Heba
Harris, Maggie W
The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title_full The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title_fullStr The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title_full_unstemmed The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title_short The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial
title_sort effect of mental health app customization on depressive symptoms in college students: randomized controlled trial
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399839/
https://www.ncbi.nlm.nih.gov/pubmed/35943788
http://dx.doi.org/10.2196/39516
work_keys_str_mv AT sixstephanieg theeffectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT byrnekaileigha theeffectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT alyheba theeffectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT harrismaggiew theeffectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT sixstephanieg effectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT byrnekaileigha effectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT alyheba effectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial
AT harrismaggiew effectofmentalhealthappcustomizationondepressivesymptomsincollegestudentsrandomizedcontrolledtrial