The effectiveness of delivery modalities of non-pharmacological diabetes prevention programs: A systematic review and component network meta-analysis
Background and aims: Type 2 diabetes prevention programs are effective but costly and intensive, making translation into routine primary care and community settings challenging. Identifying drivers of intervention effectiveness can inform pragmatic future implementation whilst maintaining effectiveness. Translational studies have demonstrated that delivery modalities impact their effectiveness. This systematic review and component network meta-analysis assessed which delivery modality components of non-pharmacological diabetes prevention programs are associated with reductions in type 2 diabetes incidence for individuals at high risk of type 2 diabetes (or pre-diabetes).
Methods: We searched MEDLINE, The Cochrane Library, Opengrey and clinicaltrials.gov from inception to November 17, 2022 for translational studies comparing lifestyle interventions with a minimum 12-month follow-up. Two investigators extracted the data. Random effects network meta-analyses and component network meta-analyses estimated the intervention effects.
Results: We identified 50 eligible studies involving 29,286 participants including thirty-six (72.0 %) randomized controlled trials, 10 (20.0 %) cluster randomized controlled trials, and four (8.0 %) observational studies. Component network meta-analyses found in-person (individually) delivery was associated with greater reduction in incidence of type 2 diabetes (hazard ratio: 0.66, 95 % credible interval: 0.41, 0.96) and in-person (group-based) delivery was associated with greater reductions in weight (mean difference: −1.53 kg, 95 % credible interval: −2.18, −0.85) and HbA1c (mean difference: −0.74 mmol/mol, 95 % credible interval: −1.28, −0.17), relative to usual care.
Conclusions: This analysis suggests in-person delivery modalities are most effective for diabetes prevention. Future research should focus on improving the effectiveness of digital programs and ensuring preferential delivery for target populations to reduce health inequalities.
Funding
Complex Evidence Synthesis using Network Meta-Analysis, IPD and Multiple Outcomes: Application Investigating the Effectiveness of Pragmatic Interventions for Diabetes Prevention and Interventions to Increase the Use of Childhood Accident Prevention Practices in the Home.
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History
Author affiliation
College of Life Sciences/Cardiovascular Sciences/Population Health Sciences/MedicineVersion
- VoR (Version of Record)
Published in
Diabetes & Metabolic Syndrome: Clinical Research & ReviewsVolume
18Issue
10Pagination
103136 - 103136Publisher
Elsevier BVissn
1871-4021eissn
1878-0334Acceptance date
2024-10-08Copyright date
2024Available date
2024-10-30Publisher DOI
Spatial coverage
NetherlandsLanguage
enPublisher version
Deposited by
Miss Ellesha SmithDeposit date
2024-10-29Data Access Statement
The data that supports the findings of this study were derived from the original papers of the studies included in the review, which are available in the public domain. These data are available from the corresponding author, E.A.S., upon reasonable request.Rights Retention Statement
- No