Evidence mapPaperPMID 40935425Full record

SynthesisBMJ open2025

Effect of a structured educational intervention delivered through a mobile application on glycated haemoglobin and self-efficacy in adolescents with type 1 diabetes mellitus: a systematic review and meta-analysis.

Huma Rubab, Faisal Aziz, Raisa Gul, Erika S Froelicher

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
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

1 citing paper in PubMed.

  1. 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.

Huma RubabShifa College of Nursing, Shifa Tameer-e-Millat University, Islamabad, Pakistan huma.scn@stmu.edu.pk.ORCID http://orcid.org/0000-0003-0347-5178
Faisal AzizCardiometabolic Trials Unit, Department of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria.
Raisa GulShifa College of Nursing, Shifa Tameer-e-Millat University, Islamabad, Pakistan.
Erika S FroelicherDepartment of Physiological Nursing, Department of Epidemiology & Biostatistics, UCSF, San Francisco, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesType 1 diabetes mellitus (T1DM) is a chronic illness affecting children and adolescents worldwide. Mobile health apps (MHAs) are increasingly used to deliver structured educational interventions (SEI) aimed at reducing glycated haemoglobin (HbA1c), enhancing self-efficacy and self-management in adolescents with T1DM. This review and meta-analysis assessed the effectiveness of SEI via MHAs on HbA1c and self-efficacy in adolescents with T1DM.

designSystematic review and meta-analysis. DATA SOURCES: PubMed, Pak Medinet, Cumulative Index of Nursing and Allied Health Literature (CINAHL), Wiley Online Library and host database Offshore Vessel Inspection Database (OVID) were searched from 1 January 2013 to 30 December 2023. ELIGIBILITY CRITERIA: Randomised controlled trials and quasi-experimental studies (QES) conducted in adolescents aged 10-19 years with T1DM that evaluated the effectiveness of SEIs delivered through mobile app on HbA1c and self-efficacy were included. DATA EXTRACTION AND SYNTHESIS: Two independent reviewers screened the abstracts and articles by assuring standardised methods. Quality of the studies was assessed using the Joanna Briggs Institute Critical Appraisal Tools for randomised controlled trials (RCTs) and QESs. The meta-analysis was conducted using a random-effects model.

resultsEight studies met the inclusion criteria, with 555 adolescents aged 10-19 years. The study duration ranged from 7 to 48 weeks. Meta-analysis showed no significant difference in HbA1c at 3 months between the MHAs and control groups (Hedge's g: -0.03, 95% CI: -0.37 to 0.31, p=0.86). Study heterogeneity was moderate (I

conclusionsSEI via MHAs did not significantly affect HbA1c levels in adolescents with T1DM compared with those in the controls. We recommend conduction of well-designed RCTs with larger sample sizes, standardised measurements and tailored educational components to better determine the effectiveness of SEI via MHAs in adolescents. PROSPERO REGISTRATION NUMBER: CRD42024537942.

Indexed as

Diabetes Mellitus, Type 1Glycated HemoglobinMobile ApplicationsPatient Education as TopicSelf EfficacyAdolescentChildHumansSelf-ManagementGlycated HemoglobinAdolescentDigital TechnologyGeneral diabetesMobile ApplicationsSystematic Review

Identifiers

PMID40935425
PMCPMC12519359

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.