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SYSTEMATIC REVIEW article

Front. Digit. Health

Sec. Connected Health

Volume 7 - 2025 | doi: 10.3389/fdgth.2025.1630588

This article is part of the Research TopicHow to Evaluate Digital Health: Novel and Leading Edge Research Methodologies and Approaches.View all articles

The Effectiveness of Digital Health Intervention on Glycemic Control and Physical Activity in Patients with Type 2 Diabetes: A Systematic Review and Meta-analysis

Provisionally accepted
Haoyuan  XueHaoyuan Xue1ZHANG  LINZHANG LIN1Yarong  ShiYarong Shi1Hao  ZhangHao Zhang1Chuanrong  ZhangChuanrong Zhang2Yang  LiuYang Liu1Wenshu  TanWenshu Tan1Yaorong  LiuYaorong Liu1*
  • 1Xi'an Physical Education University, Xi'an, China
  • 2Shanxi Communication University, shanxi, China

The final, formatted version of the article will be published soon.

This systematic review and meta-analysis evaluates the effectiveness of digital health interventions (DHIs) on glycemic control and physical activity in patients with type 2 diabetes mellitus (T2DM). A total of 118 randomized controlled trials (21,662 participants) were analyzed, covering four DHI categories: mobile applications, phone calls or SMS, online platforms, and remote monitoring. Databases (Web of Science, Embase, Scopus, Cochrane, PubMed) were searched up to February 2025. Data extraction, risk of bias assessment, and meta-analysis (Review Manager 5.3) were conducted following PRISMA guidelines. This review included randomized controlled trials evaluating DHIs for T2DM were included, requiring at least one usual-care control group. Studies involving sporadic digital health engagement or non-English publications were excluded. Notably, DHIs significantly reduced HbA1c (MD = -0.32 to -0.54), FBG (MD = -0.30 to -0.85), and PBG (SMD = -0.58), but showed no improvement in HOMA-IR or physical activity levels (SMD = 0.16, 95% CI -0.08 to 0.39). DHIs demonstrate efficacy in glycemic management for T2DM, particularly in resource-limited settings, yet failed to promote sustained physical activity. This study underscores DHIs' potential in diabetes care while highlighting limitations in behavioral change.

Keywords: type 2 diabetes, physical activity, digital health intervention, glycemic control, Meta-analysis

Received: 18 May 2025; Accepted: 11 Jul 2025.

Copyright: © 2025 Xue, LIN, Shi, Zhang, Zhang, Liu, Tan and Liu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Yaorong Liu, Xi'an Physical Education University, Xi'an, China

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