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The purpose of this study is to compare the effectiveness of text message-based support to usual care at promoting weight loss in patients with pre-diabetes.
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Text messaging has been shown to be effective for weight-loss in very limited testing. DH has experience with both text message based intervention and weight management intervention. This study aims to enhance Denver Health's (DH) existing Patient Relationship Management (PRM) text message (SMS) infrastructure to include culturally-appropriate outreach to promote weight loss.
Subjects will be randomized into one of two arms:
SMS content is similar to the Diabetes Prevention Program (DPP) curriculum and will fall into the following categories:
Basic descriptive statistics for categorical variables will be generated to describe the baseline demographic and clinical characteristics. Univariate analyses will be performed to determine whether there are differences between patients in the three arms of the intervention. For clinical outcomes, general linear mixed effects models will be used with intervention and time (and their interactions) specified as fixed effects to determine whether change over time in outcomes differs significantly for the three groups. A random subject effect will be specified to model the correlation of observations taken on an individual. Contrasts will be constructed to test the difference in interventions at six months and 12 months. If the data do not follow an approximate normal distribution or cannot be normalized using log transformation the ranks of the outcomes will be analyzed in the mixed effects model. All statistical analyses will be performed using Statistical Analysis Software (SAS) version 9.2.
The study is powered to detect a difference at six months between the text message group and the usual care group. Previous research suggests that, with 60 participants per group, researchers would have 89% power to detect a difference between groups of 1.7 kg. The investigators think that this is a reasonable estimate, as subjects in the control group in this study lost 0.4 kg, and it is believed that subjects in the control group will be weight stable. While investigators anticipate that patients who participate in the DPP program will lose weight, it is believed participation across the usual care and SMS groups will be comparable as i) randomization is stratified to the two groups by past participation in the DPP and ii) relatively equal participation in the two groups is anticipated throughout the intervention period. This stratification is intended to equalize the effects of class-attendance heterogeneity across the two study groups. The study aims to have 90 participants per group to improve the power for sub-group analyses.
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163 participants in 2 patient groups
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Data sourced from clinicaltrials.gov
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