Evidence map›Paper›PMID 34264192›Full record

ArticleJournal of medical Internet research2021

The Effects of Continuous Usage of a Diabetes Management App on Glycemic Control in Real-world Clinical Practice: Retrospective Analysis.

Yu-Zhen Tu, Ya-Ting Chang, Hung-Yi Chiou, Ken Lai

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Digital Health Technology in Diabetes Management in the Asia-Pacific Region: A Narrative Review of the Current Scenario and Future Outlook.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Review
  6. Real-World Effectiveness of the Gla-300 + Cap + App Program in Adult Users Living with Type 2 Diabetes in Taiwan.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024
    Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Yu-Zhen TuH2 Inc, Taipei, Taiwan.ORCID 0000-0001-5304-3862
Ya-Ting ChangH2 Inc, Taipei, Taiwan.ORCID 0000-0002-6676-3532
Hung-Yi ChiouSchool of Public Health, Taipei Medical University, Taipei, Taiwan.ORCID 0000-0002-4545-9697
Ken LaiH2 Inc, Taipei, Taiwan.ORCID 0000-0001-7313-5545

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe efficacy of digital technology in improving diabetes management has typically been demonstrated through studies such as randomized controlled trials, which have reported a steeper reduction in hemoglobin A

objectiveThis study aimed to evaluate the effectiveness of digital interventions by tracking HbA

methodsPatients used the Health2Sync mobile app to track self-measured outcomes and communicate with health care professionals (HCPs). HCPs used the web-based Patient Management Platform to monitor patient data, view test results from clinical laboratories, and communicate with patients. Patients who have been onboarded for at least 13 months and have consecutive HbA

resultsA sample of 2036 users was included in the analysis. With the mixed model coefficient estimates, we found that app users had significant HbA

conclusionsOur analysis shows that continuous usage of the diabetes management app is associated with better glycemic control in real-world clinical practice. Further studies are required to reveal the efficacy for specific diabetes types and to observe effects beyond 1 year.

Indexed as

Diabetes Mellitus, Type 2Mobile ApplicationsGlycated HemoglobinGlycemic ControlHumansRetrospective StudiesGlycated Hemoglobinappdiabetesdiabetes caredigital interventiondigital therapeuticsglycemic controlmHealthmobile appreal-world datatherapy

Identifiers

PMID34264192
PMCPMC8323018

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.