A digital health-supported Prediabetes Intervention, Management and Evaluation (PRIME) Program improves Healthy Eating Index score: A cluster randomized controlled trial

There has been increasing interest in digital health-supported interventions to facilitate lifestyle change for diabetes prevention. In this secondary analysis of a digital health-supported Prediabetes Intervention, Management and Evaluation (PRIME) cluster randomized controlled trial, we hypothesized that PRIME can improve dietary outcomes among overweight/obese people with prediabetes in Malaysia (n = 82). PRIME Program was only meant for the healthy population without any significant conditions other than prediabetes and metabolic syndrome. The intervention group received the PRIME mobile app equipped with nutrition education modules, online peer support for motivation, nutrition quizzes for reinforcement, and face-to-face personalized counseling sessions by health coaches, supported with real-time health data while control group received usual care. The outcomes included dietary quality, nutrient intake, and food group consumption. Adjusted mixed model analysis showed that the intervention group had a significant improvement in the total healthy eating index score (+7.69%, 95% CI: 3.53-11.85, P < .001), vegetables (+0.68 servings/d, 95% CI: 0.26-1.11, P = .002), refined grains (-0.61 servings/d, 95% CI: -1.01 to -0.21, P = .003) and sodium intake (-436.06 mg, 95% CI: -677.46 to -194.66, P < .001) when compared to the control group. The present study provided data to inform practice directed at supporting the implementation of a digital health-supported lifestyle intervention in complementing and augmenting existing strategies for diabetes prevention among high-risk groups in Malaysia.

Authors

Institutions

Publication Details

Journal
Nutrition Research
Published
2025-04-14
DOI
https://doi.org/10.1016/j.nutres.2025.04.005
Citations
1
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
1.88

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A digital health-supported Prediabetes Intervention, Management and Evaluation (PRIME) Program improves Healthy Eating Index score: A cluster randomized controlled trial

Shaun Wen Huey Lee, Choon Ming Ng, Kah Woon Teoh, J. Simon Bell et al.
1 citations
Nutrition Research
Nutritional Studies and Diet
1.88
article

A digital health-supported Prediabetes Intervention, Management and Evaluation (PRIME) Program improves Healthy Eating Index score: A cluster randomized controlled trial

Shaun Wen Huey Lee, Choon Ming Ng, Kah Woon Teoh, J. Simon Bell, Chun Wie Chong, Yee Ling Ng
article en
1 citations

Abstract

There has been increasing interest in digital health-supported interventions to facilitate lifestyle change for diabetes prevention. In this secondary analysis of a digital health-supported Prediabetes Intervention, Management and Evaluation (PRIME) cluster randomized controlled trial, we hypothesized that PRIME can improve dietary outcomes among overweight/obese people with prediabetes in Malaysia (n = 82). PRIME Program was only meant for the healthy population without any significant conditions other than prediabetes and metabolic syndrome. The intervention group received the PRIME mobile app equipped with nutrition education modules, online peer support for motivation, nutrition quizzes for reinforcement, and face-to-face personalized counseling sessions by health coaches, supported with real-time health data while control group received usual care. The outcomes included dietary quality, nutrient intake, and food group consumption. Adjusted mixed model analysis showed that the intervention group had a significant improvement in the total healthy eating index score (+7.69%, 95% CI: 3.53-11.85, P < .001), vegetables (+0.68 servings/d, 95% CI: 0.26-1.11, P = .002), refined grains (-0.61 servings/d, 95% CI: -1.01 to -0.21, P = .003) and sodium intake (-436.06 mg, 95% CI: -677.46 to -194.66, P < .001) when compared to the control group. The present study provided data to inform practice directed at supporting the implementation of a digital health-supported lifestyle intervention in complementing and augmenting existing strategies for diabetes prevention among high-risk groups in Malaysia.

Nutrition ResearchVol. 138
Monash University Malaysia (MY), Cancer Research Malaysia (MY), Monash University (AU)
Monash University Malaysia
Zero hunger
Openalex Percentile: Top 17%
Nutritional Studies and Diet
1.88
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.