Digital lifestyle support can contribute to meaningful change in prediabetes
Systematic review, meta-analysis and meta-regression | Journal of Diabetes Science and Technology | 2026
Population
33 studies, 14,398 adults with prediabetes
What the study found
A systematic review and meta-analysis of 33 studies involving 14,398 adults with prediabetes found that digital health lifestyle interventions produced greater weight loss than comparison conditions. Improvements were also reported for several secondary outcomes, although the strength of evidence varied.
Why it matters
Digital tools are widely used for lifestyle support, so it is useful to see how they have performed in research. This review looks at digital programmes as a group, in adults with prediabetes.
Keep in mind
The interventions ranged from partly digital programmes to fully digital approaches, so the results should not be treated as evidence for any specific app or feature, including Foodi-AI.
Citation Holm TF, Udsen FW, Giese IE, et al. The Effectiveness of Digital Health Lifestyle Interventions on Weight Loss in People With Prediabetes: A Systematic Review, Meta-Analysis, and Meta-Regression. Journal of Diabetes Science and Technology. 2026;20(2):419-435.
CGM feedback alongside individualised nutrition therapy
Randomised trial | Nutrients | 2024
Population
Adults with prediabetes
What the study found
In a randomised trial in adults with prediabetes, dietitian consultations paired with real-time continuous glucose monitoring were followed by greater gains in time in range and lower fasting glucose than dietary education alone.
Why it matters
It asks whether seeing glucose data in real time, alongside professional guidance, adds anything beyond standard education. It is evidence about individualised feedback delivered with dietitian support.
Keep in mind
Glucose monitoring was combined with dietitian consultations, so the trial cannot show what monitoring alone would do. The outcomes are short-term glucose measures, and the findings do not apply to apps or tools that do not use glucose monitoring.
How lifestyle support is delivered may matter
Systematic review and meta-analysis of randomised trials | Journal of Medical Internet Research | 2025
Population
31 studies, 23,684 people with prediabetes
What the study found
A 2025 systematic review compared face-to-face, blended and digital lifestyle interventions for adults with prediabetes. Across the included trials, lifestyle intervention reduced progression to type 2 diabetes and increased reversion to normoglycemia, while effects varied by delivery approach.
Why it matters
It compares how support was delivered, which gives context for conversations about digital and in-person approaches. It suggests that the delivery format is one factor among several.
Keep in mind
The categories included different programmes, intensities and populations. Do not use the review to claim that digital delivery is always superior to face-to-face care.
Citation Wang Y, Chai X, Wang Y, et al. Effectiveness of Different Intervention Modes in Lifestyle Intervention for the Prevention of Type 2 Diabetes and the Reversion to Normoglycemia in Adults With Prediabetes: Systematic Review and Meta-Analysis of Randomized Controlled Trials. Journal of Medical Internet Research. 2025;27:e63975.