Evidence mapPaperPMID 41409447Full record

ReviewFrontiers in clinical diabetes and healthcare2025

Bridging the digital divide: student-led literacy initiatives in diabetes management.

Pedro Almeida Moyano, Mohammed Raddaoui, Andrea de Barros Coscelli Ferraz, Gustavo José Martiniano Porfírio, Luciana Aparecida Campos, Ovidiu Constantin Baltatu

Abstract readReview
In one paragraph

Review in Frontiers in clinical diabetes and healthcare, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Pedro Almeida Moyano *Center of Innovation, Technology, and Education (CITE) at Anhembi Morumbi University, Anima Institute, Sao Jose dos Campos, Brazil.
Mohammed Raddaoui *College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
Andrea de Barros Coscelli FerrazInspirali Research Organization (IRO), Inspirali, Anima Educação, São Paulo, Brazil.
Gustavo José Martiniano PorfírioInspirali Research Organization (IRO), Inspirali, Anima Educação, São Paulo, Brazil.
Luciana Aparecida CamposCenter of Innovation, Technology, and Education (CITE) at Anhembi Morumbi University, Anima Institute, Sao Jose dos Campos, Brazil.
Ovidiu Constantin BaltatuCenter of Innovation, Technology, and Education (CITE) at Anhembi Morumbi University, Anima Institute, Sao Jose dos Campos, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid advancement of digital health technologies-such as continuous glucose monitors, automated insulin delivery systems, and telehealth platforms-has transformed diabetes management. However, a persistent digital divide continues to amplify health disparities based on socioeconomic status, geography, and age. Generational gaps are especially notable. "Digital immigrants" (older adults) often face significant barriers to technology adoption, such as reduced digital literacy, lower smartphone ownership, and difficulties using remote care platforms. Individuals aged 80 and above have much lower uptake of continuous glucose monitors and telemedicine, even when cost is not a barrier. Health literacy and language challenges further increase the impact and reduce the use of digital health tools among older adults. In contrast, "digital natives"-younger generations with strong technological skills-are well positioned to help bridge this divide. This mini-review summarizes current evidence on disparities in digital diabetes care and proposes an innovative, student-led solution. We advocate for empowering digital native health sciences students to lead digital health literacy initiatives and serve as technology mentors for both patients and clinicians. By establishing student-led digital literacy centers, academic institutions can promote intergenerational collaboration. This approach can turn the generational divide from a barrier into an opportunity. Ultimately, student-led initiatives offer a sustainable, community-based pathway to equitable adoption of digital diabetes technologies and improved health outcomes.

Indexed as

diabetes managementdigital dividedigital healthdigital literacydigital nativeshealth equityintergenerational mentoringstudent-led initiatives

Identifiers

PMID41409447
PMCPMC12705391

What Socratic holds

Textmetadata
LicenceCC BY
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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.