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Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach
Digital technology, which includes the collection, analysis, and use of data from a variety of digital devices, has the potential to reduce the prevalence of disorders and improve mental health in populations. Among the many advantages of digital technology is that it allows preventive and clinical...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414404/ https://www.ncbi.nlm.nih.gov/pubmed/32706665 http://dx.doi.org/10.2196/17493 |
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author | Taylor, C Barr Ruzek, Josef I Fitzsimmons-Craft, Ellen E Sadeh-Sharvit, Shiri Topooco, Naira Weissman, Ruth Striegel Eisenberg, Daniel Mohr, David Graham, Andrea Jacobi, Corinna Oldenburg, Brian |
author_facet | Taylor, C Barr Ruzek, Josef I Fitzsimmons-Craft, Ellen E Sadeh-Sharvit, Shiri Topooco, Naira Weissman, Ruth Striegel Eisenberg, Daniel Mohr, David Graham, Andrea Jacobi, Corinna Oldenburg, Brian |
author_sort | Taylor, C Barr |
collection | PubMed |
description | Digital technology, which includes the collection, analysis, and use of data from a variety of digital devices, has the potential to reduce the prevalence of disorders and improve mental health in populations. Among the many advantages of digital technology is that it allows preventive and clinical interventions, both of which are needed to reduce the prevalence of mental health disorders, to be feasibly integrated into health care and community delivery systems and delivered at scale. However, the use of digital technology also presents several challenges, including how systems can manage and implement interventions in a rapidly changing digital environment and handle critical issues that affect population-wide outcomes, including reaching the targeted population, obtaining meaningful levels of uptake and use of interventions, and achieving significant outcomes. We describe a possible solution, which is to have an outcome optimization team that focuses on the dynamic use of data to adapt interventions for populations, while at the same time, addressing the complex relationships among reach, uptake, use, and outcome. We use the example of eating disorders in young people to illustrate how this solution could be implemented at scale. We also discuss system, practitioner-related, and other issues related to the adaptation of such an approach. Digital technology has great potential for facilitating the reduction of mental illness rates in populations. However, achieving this goal will require the implementation of new approaches. As a solution, we argue for the need to create outcome optimization teams, tasked with integrating data from various sources and using advanced data analytics and new designs to develop interventions/strategies to increase reach, uptake, use/engagement, and outcomes for both preventive and treatment interventions. |
format | Online Article Text |
id | pubmed-7414404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-74144042020-08-20 Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach Taylor, C Barr Ruzek, Josef I Fitzsimmons-Craft, Ellen E Sadeh-Sharvit, Shiri Topooco, Naira Weissman, Ruth Striegel Eisenberg, Daniel Mohr, David Graham, Andrea Jacobi, Corinna Oldenburg, Brian J Med Internet Res Viewpoint Digital technology, which includes the collection, analysis, and use of data from a variety of digital devices, has the potential to reduce the prevalence of disorders and improve mental health in populations. Among the many advantages of digital technology is that it allows preventive and clinical interventions, both of which are needed to reduce the prevalence of mental health disorders, to be feasibly integrated into health care and community delivery systems and delivered at scale. However, the use of digital technology also presents several challenges, including how systems can manage and implement interventions in a rapidly changing digital environment and handle critical issues that affect population-wide outcomes, including reaching the targeted population, obtaining meaningful levels of uptake and use of interventions, and achieving significant outcomes. We describe a possible solution, which is to have an outcome optimization team that focuses on the dynamic use of data to adapt interventions for populations, while at the same time, addressing the complex relationships among reach, uptake, use, and outcome. We use the example of eating disorders in young people to illustrate how this solution could be implemented at scale. We also discuss system, practitioner-related, and other issues related to the adaptation of such an approach. Digital technology has great potential for facilitating the reduction of mental illness rates in populations. However, achieving this goal will require the implementation of new approaches. As a solution, we argue for the need to create outcome optimization teams, tasked with integrating data from various sources and using advanced data analytics and new designs to develop interventions/strategies to increase reach, uptake, use/engagement, and outcomes for both preventive and treatment interventions. JMIR Publications 2020-07-24 /pmc/articles/PMC7414404/ /pubmed/32706665 http://dx.doi.org/10.2196/17493 Text en ©C Barr Taylor, Josef I Ruzek, Ellen E Fitzsimmons-Craft, Shiri Sadeh-Sharvit, Naira Topooco, Ruth Striegel Weissman, Daniel Eisenberg, David Mohr, Andrea Graham, Corinna Jacobi, Brian Oldenburg. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 24.07.2020. 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 the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Viewpoint Taylor, C Barr Ruzek, Josef I Fitzsimmons-Craft, Ellen E Sadeh-Sharvit, Shiri Topooco, Naira Weissman, Ruth Striegel Eisenberg, Daniel Mohr, David Graham, Andrea Jacobi, Corinna Oldenburg, Brian Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title | Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title_full | Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title_fullStr | Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title_full_unstemmed | Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title_short | Using Digital Technology to Reduce the Prevalence of Mental Health Disorders in Populations: Time for a New Approach |
title_sort | using digital technology to reduce the prevalence of mental health disorders in populations: time for a new approach |
topic | Viewpoint |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414404/ https://www.ncbi.nlm.nih.gov/pubmed/32706665 http://dx.doi.org/10.2196/17493 |
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