Potential mechanisms for change in diabetes prevention programs: A systematic review

AIMS: To investigate potential mechanisms for change in diabetes prevention programs (DPPs), and assess the strength of associations. HYPOTHESIS: Weight loss would be less strongly associated with improved health than other mechanisms. This unfunded study was pre-registered (CRD42020154362; https://www.crd.york.ac.uk/PROSPERO/view/CRD42020154362). METHODS: Empirical articles investigating psychosocial DPPs that investigated mechanisms, mediators or moderators (MMMs) of the relationship between the intervention and health were included. Retracted, qualitative or observational studies were excluded. Five biomedical databases were searched from inception until 9/2019 on 11/26/2019. The PEDro checklist assessed study quality. Outcome reporting bias was evaluated via comparing trial pre-registration to reports. We provide a narrative synthesis of the effects of MMMs. RESULTS: Included were 108 studies (502,257 participants). Studies were heterogeneous. More studies did not support than demonstrated support for all MMMs. Because there was little evidence to support any MMM, our hypothesis was not tested; 30% of studies tested weight/adiposity, weight loss or weight loss intervention as MMMs. Of those, 79% either found no support or found that interventions were less effective/harmful for fatter people. CONCLUSIONS: Few DPP studies investigate why these interventions work. There is no compelling evidence to support any specific MMM in DPPs, and no evidence to suggest that weight loss is what causes benefits. The included studies were of good methodological quality, but tests of mechanisms were rarely pre-registered; 46% of the included studies were drawn from three datasets.

Authors

Institutions

Publication Details

Journal
Diabetic Medicine
Published
2026-04-03
DOI
https://doi.org/10.1111/dme.70249
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Potential mechanisms for change in diabetes prevention programs: A systematic review

Elizabeth A. Michaels, Pamela J. Bagley, Megrette Fletcher, Hannah Martin et al.
Diabetic Medicine
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Potential mechanisms for change in diabetes prevention programs: A systematic review

Elizabeth A. Michaels, Pamela J. Bagley, Megrette Fletcher, Hannah Martin, Lauren B. Beach, Heather B. Blunt, Margit I. Berman, Martha Burla, Michelle L. May
article en

Abstract

AIMS: To investigate potential mechanisms for change in diabetes prevention programs (DPPs), and assess the strength of associations. HYPOTHESIS: Weight loss would be less strongly associated with improved health than other mechanisms. This unfunded study was pre-registered (CRD42020154362; https://www.crd.york.ac.uk/PROSPERO/view/CRD42020154362). METHODS: Empirical articles investigating psychosocial DPPs that investigated mechanisms, mediators or moderators (MMMs) of the relationship between the intervention and health were included. Retracted, qualitative or observational studies were excluded. Five biomedical databases were searched from inception until 9/2019 on 11/26/2019. The PEDro checklist assessed study quality. Outcome reporting bias was evaluated via comparing trial pre-registration to reports. We provide a narrative synthesis of the effects of MMMs. RESULTS: Included were 108 studies (502,257 participants). Studies were heterogeneous. More studies did not support than demonstrated support for all MMMs. Because there was little evidence to support any MMM, our hypothesis was not tested; 30% of studies tested weight/adiposity, weight loss or weight loss intervention as MMMs. Of those, 79% either found no support or found that interventions were less effective/harmful for fatter people. CONCLUSIONS: Few DPP studies investigate why these interventions work. There is no compelling evidence to support any specific MMM in DPPs, and no evidence to suggest that weight loss is what causes benefits. The included studies were of good methodological quality, but tests of mechanisms were rarely pre-registered; 46% of the included studies were drawn from three datasets.

Diabetic Medicine
Dartmouth College (US), Northwestern University (US), St Christopher's Hospice (GB), University of St. Thomas - Minnesota (US), Diabetes Care Center (US), Arizona State University (US), University of Otago (NZ)
Good health and well-being
Openalex Percentile: Top 27%
Diabetes, Cardiovascular Risks, and Lipoproteins
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.