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The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis

BACKGROUND: Lifestyle interventions targeting weight loss, such as those delivered through the Diabetes Prevention Program, reduce the risk of developing type 2 diabetes. Technology-mediated interventions may be an option to help overcome barriers to program delivery, and to disseminate diabetes pre...

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Autores principales: Bian, Rachel R, Piatt, Gretchen A, Sen, Ananda, Plegue, Melissa A, De Michele, Mariana L, Hafez, Dina, Czuhajewski, Christina M, Buis, Lorraine R, Kaufman, Neal, Richardson, Caroline R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5387112/
https://www.ncbi.nlm.nih.gov/pubmed/28347972
http://dx.doi.org/10.2196/jmir.4709
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author Bian, Rachel R
Piatt, Gretchen A
Sen, Ananda
Plegue, Melissa A
De Michele, Mariana L
Hafez, Dina
Czuhajewski, Christina M
Buis, Lorraine R
Kaufman, Neal
Richardson, Caroline R
author_facet Bian, Rachel R
Piatt, Gretchen A
Sen, Ananda
Plegue, Melissa A
De Michele, Mariana L
Hafez, Dina
Czuhajewski, Christina M
Buis, Lorraine R
Kaufman, Neal
Richardson, Caroline R
author_sort Bian, Rachel R
collection PubMed
description BACKGROUND: Lifestyle interventions targeting weight loss, such as those delivered through the Diabetes Prevention Program, reduce the risk of developing type 2 diabetes. Technology-mediated interventions may be an option to help overcome barriers to program delivery, and to disseminate diabetes prevention programs on a larger scale. OBJECTIVE: We conducted a meta-analysis to evaluate the effect of such technology-mediated interventions on weight loss. METHODS: In this meta-analysis, six databases were searched to identify studies reporting weight change that used technology to mediate diet and exercise interventions, and targeted individuals at high risk for developing type 2 diabetes. Studies published between January 1, 2002 and August 4, 2016 were included. RESULTS: The search identified 1196 citations. Of those, 15 studies met the inclusion criteria and evaluated 18 technology-mediated intervention arms delivered to a total of 2774 participants. Study duration ranged from 12 weeks to 2 years. A random-effects meta-analysis showed a pooled weight loss effect of 3.76 kilograms (95% CI 2.8-4.7; P<.001) for the interventions. Several studies also reported improved glycemic control following the intervention. The small sample sizes and heterogeneity of the trials precluded an evaluation of which technology-mediated intervention method was most efficacious. CONCLUSIONS: Technology-mediated diabetes prevention programs can result in clinically significant amounts of weight loss, as well as improvements in glycaemia in patients with prediabetes. Due to their potential for large-scale implementation, these interventions will play an important role in the dissemination of diabetes prevention programs.
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spelling pubmed-53871122017-04-24 The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis Bian, Rachel R Piatt, Gretchen A Sen, Ananda Plegue, Melissa A De Michele, Mariana L Hafez, Dina Czuhajewski, Christina M Buis, Lorraine R Kaufman, Neal Richardson, Caroline R J Med Internet Res Original Paper BACKGROUND: Lifestyle interventions targeting weight loss, such as those delivered through the Diabetes Prevention Program, reduce the risk of developing type 2 diabetes. Technology-mediated interventions may be an option to help overcome barriers to program delivery, and to disseminate diabetes prevention programs on a larger scale. OBJECTIVE: We conducted a meta-analysis to evaluate the effect of such technology-mediated interventions on weight loss. METHODS: In this meta-analysis, six databases were searched to identify studies reporting weight change that used technology to mediate diet and exercise interventions, and targeted individuals at high risk for developing type 2 diabetes. Studies published between January 1, 2002 and August 4, 2016 were included. RESULTS: The search identified 1196 citations. Of those, 15 studies met the inclusion criteria and evaluated 18 technology-mediated intervention arms delivered to a total of 2774 participants. Study duration ranged from 12 weeks to 2 years. A random-effects meta-analysis showed a pooled weight loss effect of 3.76 kilograms (95% CI 2.8-4.7; P<.001) for the interventions. Several studies also reported improved glycemic control following the intervention. The small sample sizes and heterogeneity of the trials precluded an evaluation of which technology-mediated intervention method was most efficacious. CONCLUSIONS: Technology-mediated diabetes prevention programs can result in clinically significant amounts of weight loss, as well as improvements in glycaemia in patients with prediabetes. Due to their potential for large-scale implementation, these interventions will play an important role in the dissemination of diabetes prevention programs. JMIR Publications 2017-03-27 /pmc/articles/PMC5387112/ /pubmed/28347972 http://dx.doi.org/10.2196/jmir.4709 Text en ©Rachel R Bian, Gretchen A Piatt, Ananda Sen, Melissa A Plegue, Mariana L De Michele, Dina Hafez, Christina M Czuhajewski, Lorraine R Buis, Neal Kaufman, Caroline R Richardson. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 27.03.2017. https://creativecommons.org/licenses/by/2.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/ (https://creativecommons.org/licenses/by/2.0/) ), 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 Original Paper
Bian, Rachel R
Piatt, Gretchen A
Sen, Ananda
Plegue, Melissa A
De Michele, Mariana L
Hafez, Dina
Czuhajewski, Christina M
Buis, Lorraine R
Kaufman, Neal
Richardson, Caroline R
The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title_full The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title_fullStr The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title_full_unstemmed The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title_short The Effect of Technology-Mediated Diabetes Prevention Interventions on Weight: A Meta-Analysis
title_sort effect of technology-mediated diabetes prevention interventions on weight: a meta-analysis
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5387112/
https://www.ncbi.nlm.nih.gov/pubmed/28347972
http://dx.doi.org/10.2196/jmir.4709
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