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Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense
IMPORTANCE: Advances in mobile technology have resulted in federal and industry-level initiatives to facilitate large-scale clinical research using smart devices. Although the benefits of technology to expand data collection are obvious, assumptions about the reach of mobile research methods (access...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4789688/ https://www.ncbi.nlm.nih.gov/pubmed/27019745 http://dx.doi.org/10.1136/bmjinnov-2015-000098 |
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author | Anguera, Joaquin A Jordan, Joshua T Castaneda, Diego Gazzaley, Adam Areán, Patricia A |
author_facet | Anguera, Joaquin A Jordan, Joshua T Castaneda, Diego Gazzaley, Adam Areán, Patricia A |
author_sort | Anguera, Joaquin A |
collection | PubMed |
description | IMPORTANCE: Advances in mobile technology have resulted in federal and industry-level initiatives to facilitate large-scale clinical research using smart devices. Although the benefits of technology to expand data collection are obvious, assumptions about the reach of mobile research methods (access), participant willingness to engage in mobile research protocols (engagement), and the cost of this research (cost) remain untested. OBJECTIVE: To assess the feasibility of a fully mobile randomised controlled trial using assessments and treatments delivered entirely through mobile devices to depressed individuals. DESIGN: Using a web-based research portal, adult participants with depression who also owned a smart device were screened, consented and randomised to 1 of 3 mental health apps for treatment. Assessments of self-reported mood and cognitive function were conducted at baseline, 4, 8 and 12 weeks. Physical and social activity was monitored daily using passively collected phone use data. All treatment and assessment tools were housed on each participant's smart phone or tablet. INTERVENTIONS: A cognitive training application, an application based on problem-solving therapy, and a mobile-sensing application promoting daily activities. RESULTS: Access: We screened 2923 people and enrolled 1098 participants in 5 months. The sample characteristics were comparable to the 2013 US census data. Recruitment via Craigslist.org yielded the largest sample. Engagement: Study engagement was high during the first 2 weeks of treatment, falling to 44% adherence by the 4th week. Cost: The total amount spent on for this project, including staff costs and β testing, was $314 264 over 2 years. CONCLUSIONS AND RELEVANCE: These findings suggest that mobile randomised control trials can recruit large numbers of participants in a short period of time and with minimal cost, but study engagement remains challenging. TRIAL REGISTRATION NUMBER: NCT00540865. |
format | Online Article Text |
id | pubmed-4789688 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-47896882016-03-23 Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense Anguera, Joaquin A Jordan, Joshua T Castaneda, Diego Gazzaley, Adam Areán, Patricia A BMJ Innov mHealth and wearable health technologies IMPORTANCE: Advances in mobile technology have resulted in federal and industry-level initiatives to facilitate large-scale clinical research using smart devices. Although the benefits of technology to expand data collection are obvious, assumptions about the reach of mobile research methods (access), participant willingness to engage in mobile research protocols (engagement), and the cost of this research (cost) remain untested. OBJECTIVE: To assess the feasibility of a fully mobile randomised controlled trial using assessments and treatments delivered entirely through mobile devices to depressed individuals. DESIGN: Using a web-based research portal, adult participants with depression who also owned a smart device were screened, consented and randomised to 1 of 3 mental health apps for treatment. Assessments of self-reported mood and cognitive function were conducted at baseline, 4, 8 and 12 weeks. Physical and social activity was monitored daily using passively collected phone use data. All treatment and assessment tools were housed on each participant's smart phone or tablet. INTERVENTIONS: A cognitive training application, an application based on problem-solving therapy, and a mobile-sensing application promoting daily activities. RESULTS: Access: We screened 2923 people and enrolled 1098 participants in 5 months. The sample characteristics were comparable to the 2013 US census data. Recruitment via Craigslist.org yielded the largest sample. Engagement: Study engagement was high during the first 2 weeks of treatment, falling to 44% adherence by the 4th week. Cost: The total amount spent on for this project, including staff costs and β testing, was $314 264 over 2 years. CONCLUSIONS AND RELEVANCE: These findings suggest that mobile randomised control trials can recruit large numbers of participants in a short period of time and with minimal cost, but study engagement remains challenging. TRIAL REGISTRATION NUMBER: NCT00540865. BMJ Publishing Group 2016-01 /pmc/articles/PMC4789688/ /pubmed/27019745 http://dx.doi.org/10.1136/bmjinnov-2015-000098 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
spellingShingle | mHealth and wearable health technologies Anguera, Joaquin A Jordan, Joshua T Castaneda, Diego Gazzaley, Adam Areán, Patricia A Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title | Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title_full | Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title_fullStr | Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title_full_unstemmed | Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title_short | Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
title_sort | conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense |
topic | mHealth and wearable health technologies |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4789688/ https://www.ncbi.nlm.nih.gov/pubmed/27019745 http://dx.doi.org/10.1136/bmjinnov-2015-000098 |
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