Mobile App–Assisted Self-Monitoring of Blood Glucose in Type 2 Diabetes in Ningbo, China: 12-Month Retrospective Cohort Study

In a real-world cohort of patients with T2DM in Ningbo, China, mobile app-assisted SMBG did not lead to statistically significant improvements in glycemic control at 12 months. This suggests that in a well-resourced setting, standard care alone may be relatively effective. However, opportunities for further improvement remain. The lack of observed benefit may be due to process-related issues, such as suboptimal engagement with the intervention. Addressing these challenges should be a focus of future research.

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Publication Details

Journal
JMIR mhealth and uhealth
Published
2025-09-02
DOI
https://doi.org/10.2196/65919
Primary Topic
Mobile Health and mHealth Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Mobile App–Assisted Self-Monitoring of Blood Glucose in Type 2 Diabetes in Ningbo, China: 12-Month Retrospective Cohort Study

Miao Xu, Kaushik Chattopadhyay, Li Li, Jialin Li et al.
JMIR mhealth and uhealth
Mobile Health and mHealth Applications
article

Mobile App–Assisted Self-Monitoring of Blood Glucose in Type 2 Diabetes in Ningbo, China: 12-Month Retrospective Cohort Study

Miao Xu, Kaushik Chattopadhyay, Li Li, Jialin Li, Xujia Ma
article en

Abstract

In a real-world cohort of patients with T2DM in Ningbo, China, mobile app-assisted SMBG did not lead to statistically significant improvements in glycemic control at 12 months. This suggests that in a well-resourced setting, standard care alone may be relatively effective. However, opportunities for further improvement remain. The lack of observed benefit may be due to process-related issues, such as suboptimal engagement with the intervention. Addressing these challenges should be a focus of future research.

JMIR mhealth and uhealthVol. 13
Ningbo University (CN), University of Nottingham (GB), Ningbo University Affiliated Hospital (CN), Ningbo First Hospital (CN)
Science and Technology Program of Zhejiang Province
Openalex Percentile: Top 63%
Mobile Health and mHealth Applications
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Mobile App–Assisted Self-Monitoring of Blood Glucose in Type 2 Diabetes in Ningbo, China: 12-Month Retrospective Cohort Study — Miao Xu, Kaushik Chattopadhyay, et al. · JMIR mhealth and uhealth (2025) | TGRS Research Map | TGRS