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Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update
OBJECTIVE: Translations of the Diabetes Prevention Program (DPP) have proliferated in recent years, with increasing expansion to digital formats. Although these DPP translations have consistently shown favorable clinical outcomes, long-term data for digital formats are limited. This study’s objectiv...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5595194/ https://www.ncbi.nlm.nih.gov/pubmed/28948027 http://dx.doi.org/10.1136/bmjdrc-2017-000422 |
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author | Sepah, S Cameron Jiang, Luohua Ellis, Robert J McDermott, Kelly Peters, Anne L |
author_facet | Sepah, S Cameron Jiang, Luohua Ellis, Robert J McDermott, Kelly Peters, Anne L |
author_sort | Sepah, S Cameron |
collection | PubMed |
description | OBJECTIVE: Translations of the Diabetes Prevention Program (DPP) have proliferated in recent years, with increasing expansion to digital formats. Although these DPP translations have consistently shown favorable clinical outcomes, long-term data for digital formats are limited. This study’s objective was to examine clinical outcomes up to 3 years post-baseline and the relationship between program engagement and clinical outcomes in a digital DPP. RESEARCH DESIGN AND METHODS: In a single-arm, non-randomized trial, 220 patients previously diagnosed with prediabetes were enrolled in the Omada Health Program, a commercially available, 16-week DPP-based weight loss intervention followed by an ongoing weight maintenance intervention. Changes in body weight and A1c were assessed annually. Relationships between program engagement during the first year and clinical outcomes across 3 years were examined. RESULTS: Participants were socioeconomically diverse (62% women, 50.2% non-Hispanic white, 51.7% college educated or higher). From baseline to 3 years, those participants who completed four or more lessons and nine or more lessons achieved significant sustained weight loss (–3.0% and –2.9%, respectively) and an absolute reduction in A1c (–0.31 and –0.33, respectively) with an average remission from the prediabetes range to the normal glycemic range. Factor analysis of engagement metrics during the first year revealed two underlying dimensions, one comprising lesson completion and health behavior tracking consistency, and the other comprising website logins and group participation. When these two factors were used to predict weight loss, only the logins and group participation factor was a significant predictor of weight loss at 16 weeks and 1 year. CONCLUSIONS: This study demonstrates significant long-term reductions in body weight and A1c in a digital DPP and identifies patterns of program engagement that predict weight loss. |
format | Online Article Text |
id | pubmed-5595194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55951942017-09-25 Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update Sepah, S Cameron Jiang, Luohua Ellis, Robert J McDermott, Kelly Peters, Anne L BMJ Open Diabetes Res Care Emerging Technologies, Pharmacology and Therapeutics OBJECTIVE: Translations of the Diabetes Prevention Program (DPP) have proliferated in recent years, with increasing expansion to digital formats. Although these DPP translations have consistently shown favorable clinical outcomes, long-term data for digital formats are limited. This study’s objective was to examine clinical outcomes up to 3 years post-baseline and the relationship between program engagement and clinical outcomes in a digital DPP. RESEARCH DESIGN AND METHODS: In a single-arm, non-randomized trial, 220 patients previously diagnosed with prediabetes were enrolled in the Omada Health Program, a commercially available, 16-week DPP-based weight loss intervention followed by an ongoing weight maintenance intervention. Changes in body weight and A1c were assessed annually. Relationships between program engagement during the first year and clinical outcomes across 3 years were examined. RESULTS: Participants were socioeconomically diverse (62% women, 50.2% non-Hispanic white, 51.7% college educated or higher). From baseline to 3 years, those participants who completed four or more lessons and nine or more lessons achieved significant sustained weight loss (–3.0% and –2.9%, respectively) and an absolute reduction in A1c (–0.31 and –0.33, respectively) with an average remission from the prediabetes range to the normal glycemic range. Factor analysis of engagement metrics during the first year revealed two underlying dimensions, one comprising lesson completion and health behavior tracking consistency, and the other comprising website logins and group participation. When these two factors were used to predict weight loss, only the logins and group participation factor was a significant predictor of weight loss at 16 weeks and 1 year. CONCLUSIONS: This study demonstrates significant long-term reductions in body weight and A1c in a digital DPP and identifies patterns of program engagement that predict weight loss. BMJ Publishing Group 2017-09-07 /pmc/articles/PMC5595194/ /pubmed/28948027 http://dx.doi.org/10.1136/bmjdrc-2017-000422 Text en © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted. 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 | Emerging Technologies, Pharmacology and Therapeutics Sepah, S Cameron Jiang, Luohua Ellis, Robert J McDermott, Kelly Peters, Anne L Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title | Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title_full | Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title_fullStr | Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title_full_unstemmed | Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title_short | Engagement and outcomes in a digital Diabetes Prevention Program: 3-year update |
title_sort | engagement and outcomes in a digital diabetes prevention program: 3-year update |
topic | Emerging Technologies, Pharmacology and Therapeutics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5595194/ https://www.ncbi.nlm.nih.gov/pubmed/28948027 http://dx.doi.org/10.1136/bmjdrc-2017-000422 |
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