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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2017
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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. |
format | Online Article Text |
id | pubmed-5387112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
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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