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SMS Text Messaging Lifestyle Programs Show No Significant Benefit for Prediabetes

SMS Text Messaging Lifestyle Programs Show No Significant Benefit for Prediabetes
Photo by kuu akura / Unsplash
Key Takeaway
Interpret these null results cautiously; SMS lifestyle programs did not improve metabolic outcomes in prediabetes.

This systematic review and meta-analysis evaluated the effectiveness of SMS text messaging-delivered lifestyle programs for adults with prediabetes. The study included 4632 participants across multiple trials, comparing SMS-based interventions to standard care. The primary outcome was BMI, with secondary outcomes including weight, waist circumference, hemoglobin A1c (HbA1c), total cholesterol, and diabetes incidence.

For the primary outcome of BMI, the meta-analysis found no significant effect, with a mean difference (MD) of -0.17 kg/m² (95% CI -0.85 to 0.25). Similarly, weight showed no significant reduction (MD -0.46 kg, 95% CI -1.74 to 0.83), and waist circumference was not significantly different (MD -0.36 cm, 95% CI -1.09 to 0.36). HbA1c also did not improve significantly (MD -0.05%, 95% CI -0.17 to 0.07), and total cholesterol showed no effect (standardized MD -0.00, 95% CI -0.06 to 0.06). For diabetes incidence, based on 3 trials with 3515 participants, the odds ratio was 0.84 (95% CI 0.63-1.12), indicating no statistically significant reduction.

Safety and tolerability data were not reported in the included studies, so no conclusions can be drawn regarding adverse events, serious adverse events, or discontinuations. The lack of safety information is a notable gap.

Compared to prior landmark studies of intensive lifestyle interventions (e.g., the Diabetes Prevention Program), which showed substantial benefits for weight loss and diabetes prevention, these SMS-based programs appear far less effective. The interventions in this meta-analysis were heterogeneous in design, dose, and tailoring, which may contribute to the null findings.

Key methodological limitations include small and imprecise estimates for several outcomes, substantial between-study variability, and considerable uncertainty and heterogeneity for endpoints such as HbA1c and diabetes incidence. The variability in intervention characteristics limits the ability to draw firm conclusions.

Clinically, these results suggest that SMS text messaging-delivered lifestyle programs, as currently designed, are unlikely to produce meaningful improvements in metabolic outcomes for adults with prediabetes. Clinicians should not rely on such interventions alone for diabetes prevention.

Remaining questions include whether more intensive or tailored SMS interventions, perhaps combined with other modalities, could be effective. The optimal dose, content, and duration of text messaging programs remain unknown. Future research should also report safety outcomes and explore patient subgroups that might benefit.

Study Details

Study typeMeta analysis
Sample sizen = 4,632
EvidenceLevel 1
PublishedApr 2026
View Original Abstract ↓
BACKGROUND: Prediabetes is a growing global health concern. Lifestyle modification is the cornerstone of management, yet scalable delivery strategies are needed. SMS text messaging is a promising mobile health approach for behavior change, but its effectiveness for metabolic outcomes in prediabetes remains uncertain. OBJECTIVE: This study aims to evaluate the effectiveness of text message-delivered lifestyle programs for BMI among adults with prediabetes and, secondarily, for weight, waist circumference, hemoglobin A1c (HbA1c), total cholesterol, and diabetes incidence. METHODS: We conducted a PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)-guided systematic review and meta-analysis of randomized controlled trials (searching the PubMed, MEDLINE, CINAHL, Embase, Web of Science, and the Cochrane Library databases; from April 2005 to March 2025). Three reviewers independently screened studies, extracted data, and assessed risk of bias (using the Cochrane Risk of Bias tool), and random-effects meta-analyses were performed. RESULTS: In total, 7 randomized controlled trials (n=4632) met the inclusion criteria. SMS text messaging did not significantly affect BMI compared with standard care (mean difference [MD] -0.17 kg/m², 95% CI -0.85 to 0.25; I²=32%). Secondary outcomes were similarly nonsignificant: weight (MD -0.46 kg, 95% CI -1.74 to 0.83; I²=27%); waist circumference (MD -0.36 cm, 95% CI -1.09 to 0.36; I²=13%); HbA1c (MD -0.05%, 95% CI -0.17 to 0.07; I²=89%); total cholesterol (standardized MD -0.00, 95% CI -0.06 to 0.06; I²=0%); and diabetes incidence (odds ratio 0.84, 95% CI 0.63-1.12, I²=51%; n=3515 across 3 trials). Estimates were small and, for several outcomes, notably HbA1c and diabetes incidence, were imprecise and heterogeneous, indicating substantial between-study variability. CONCLUSIONS: In adults with prediabetes, lifestyle programs incorporating SMS text messaging showed no meaningful effect on BMI or other metabolic outcomes; pooled estimates were near null with considerable uncertainty and heterogeneity for some end points. Variability in intervention design, dose, and tailoring likely contributed to these results. Future trials should extend follow-up, report body composition outcomes in addition to BMI, and test tailored, interactive, closed-loop SMS text messaging strategies with adequate power to resolve heterogeneous effects.
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