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Two-way messaging therapy for depression and anxiety: longitudinal response trajectories
BACKGROUND: Telemedicine is a strategy for overcoming barriers to access evidence-based psychotherapy. Digital modalities that operate outside session-based treatment formats, such as ongoing two-way messaging, may further address these challenges. However, no study to date has established suitabili...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291694/ https://www.ncbi.nlm.nih.gov/pubmed/32532225 http://dx.doi.org/10.1186/s12888-020-02721-x |
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author | Hull, Thomas D. Malgaroli, Matteo Connolly, Philippa S. Feuerstein, Seth Simon, Naomi M. |
author_facet | Hull, Thomas D. Malgaroli, Matteo Connolly, Philippa S. Feuerstein, Seth Simon, Naomi M. |
author_sort | Hull, Thomas D. |
collection | PubMed |
description | BACKGROUND: Telemedicine is a strategy for overcoming barriers to access evidence-based psychotherapy. Digital modalities that operate outside session-based treatment formats, such as ongoing two-way messaging, may further address these challenges. However, no study to date has established suitability criteria for this medium. METHODS: A large outpatient sample (n = 10,718) engaged in daily messaging with licensed clinicians from a telemedicine provider. Patients consisted of individuals from urban and rural settings in all 50 states of the US, who signed up to the telemedicine provider. Using a longitudinal design, symptoms changes were observed during a 12 week treatment course. Symptoms were assessed from baseline every three weeks using the Patient Health Questionnaire (PHQ-9) for depression, and the Generalized Anxiety Disorder (GAD-7) for anxiety. Demographics and engagement metrics, such as word count for both patients and therapists, were also assessed. Growth mixture modeling was used to tease apart symptoms trajectories, and identify predictors of treatment response. RESULTS: Two subpopulations had GAD-7 and PHQ-9 remission outcomes (Recovery and Acute Recovery, 30.7% of patients), while two others showed amelioration of symptoms (Depression and Anxiety Improvement, 36.9% of patients). Two subpopulations experienced no changes in symptoms (Chronic and Elevated Chronic, 32.4% of patients). Higher use of written communication, patient characteristics, and engagement metrics reliably distinguished patients with the greatest level of remission (Recovery and Acute Recovery groups). CONCLUSIONS: Remission of depression and anxiety symptoms was observed during delivery of psychotherapy through messaging. Improvement rates were consistent with face-to-face therapy, suggesting the suitability of two-way messaging psychotherapy delivery. Characteristics of improving patients were identified and could be used for treatment recommendation. These findings suggest the opportunity for further research, to directly compare messaging delivery with a control group of treatment as usual. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT03699488, Retrospectively Registered October 8, 2018. |
format | Online Article Text |
id | pubmed-7291694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72916942020-06-12 Two-way messaging therapy for depression and anxiety: longitudinal response trajectories Hull, Thomas D. Malgaroli, Matteo Connolly, Philippa S. Feuerstein, Seth Simon, Naomi M. BMC Psychiatry Research Article BACKGROUND: Telemedicine is a strategy for overcoming barriers to access evidence-based psychotherapy. Digital modalities that operate outside session-based treatment formats, such as ongoing two-way messaging, may further address these challenges. However, no study to date has established suitability criteria for this medium. METHODS: A large outpatient sample (n = 10,718) engaged in daily messaging with licensed clinicians from a telemedicine provider. Patients consisted of individuals from urban and rural settings in all 50 states of the US, who signed up to the telemedicine provider. Using a longitudinal design, symptoms changes were observed during a 12 week treatment course. Symptoms were assessed from baseline every three weeks using the Patient Health Questionnaire (PHQ-9) for depression, and the Generalized Anxiety Disorder (GAD-7) for anxiety. Demographics and engagement metrics, such as word count for both patients and therapists, were also assessed. Growth mixture modeling was used to tease apart symptoms trajectories, and identify predictors of treatment response. RESULTS: Two subpopulations had GAD-7 and PHQ-9 remission outcomes (Recovery and Acute Recovery, 30.7% of patients), while two others showed amelioration of symptoms (Depression and Anxiety Improvement, 36.9% of patients). Two subpopulations experienced no changes in symptoms (Chronic and Elevated Chronic, 32.4% of patients). Higher use of written communication, patient characteristics, and engagement metrics reliably distinguished patients with the greatest level of remission (Recovery and Acute Recovery groups). CONCLUSIONS: Remission of depression and anxiety symptoms was observed during delivery of psychotherapy through messaging. Improvement rates were consistent with face-to-face therapy, suggesting the suitability of two-way messaging psychotherapy delivery. Characteristics of improving patients were identified and could be used for treatment recommendation. These findings suggest the opportunity for further research, to directly compare messaging delivery with a control group of treatment as usual. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT03699488, Retrospectively Registered October 8, 2018. BioMed Central 2020-06-12 /pmc/articles/PMC7291694/ /pubmed/32532225 http://dx.doi.org/10.1186/s12888-020-02721-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Hull, Thomas D. Malgaroli, Matteo Connolly, Philippa S. Feuerstein, Seth Simon, Naomi M. Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title | Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title_full | Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title_fullStr | Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title_full_unstemmed | Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title_short | Two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
title_sort | two-way messaging therapy for depression and anxiety: longitudinal response trajectories |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291694/ https://www.ncbi.nlm.nih.gov/pubmed/32532225 http://dx.doi.org/10.1186/s12888-020-02721-x |
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