Evidence map›Paper›PMID 41442440›Full record

ArticleJMIR research protocols2025

An eHealth and Health Literacy Educational Training to Support Older Patients With Type 2 Diabetes: Protocol for the JACARDI Interventional Study.

Roberta Bevilacqua, Rachele Alessandra Marziali, Arianna Margaritini, Anna Rita Bonfigli, Elvira Maranesi, Elena Tortato, Maria Paola Luconi, Fabrizia Lattanzio, Cinzia Giammarchi

Abstract readClinical Trial Protocol
In one paragraph

Article in JMIR research protocols, 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

9 authors.

Roberta BevilacquaIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0002-3851-3552
Rachele Alessandra MarzialiIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0009-0002-9545-6395
Arianna MargaritiniIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0002-3897-6530
Anna Rita BonfigliIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0002-9619-0181
Elvira MaranesiIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0002-2414-3773
Elena TortatoIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0009-0003-6020-3731
Maria Paola LuconiIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0009-0006-7856-9514
Fabrizia LattanzioIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0003-4051-1289
Cinzia GiammarchiIRCCS INRCA, Istituto di Ricovero e Cura a Carattere Scientifico - Istituto Nazionale di Riposo e Cura per Anziani, Via Santa Margherita 5, Ancona, 60124, Italy, 39 0718004767.ORCID 0000-0002-7825-9122

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Type 2 diabetes is a prevalent chronic condition, particularly among older adults, and is associated with significant morbidity, mortality, and health care costs. Effective disease self-management is crucial for achieving glycemic control and preventing complications. Objective: This pilot study aims to evaluate the effectiveness of a structured, 5-week training program in improving eHealth literacy among older adults with type 2 diabetes and to assess its impact on health literacy, self-efficacy, psychological well-being, and clinical outcomes. Methods: In total, 200 community-dwelling adults aged ≥60 years with type 2 diabetes, a Mini-Mental State Examination score ≥24, a Geriatric Depression Scale score <9, and a low eHealth Literacy Scale score (≤29) will be recruited. Participants will attend five 90-minute weekly training sessions combining didactic and interactive modules focused on health literacy, diabetes self-management, and the use of digital tools. Assessments will be performed at baseline (T0), post intervention (T1), and at 1-month (T2) and 6-month (T3) follow-up. The primary outcome will be the change in eHealth literacy, as measured by the eHealth Literacy Scale, from baseline to post intervention. In addition, a wide range of secondary outcomes will be examined to capture the program's multidimensional impact: improvements in general health literacy, self-efficacy in diabetes management, psychological well-being, and quality of life; reductions in diabetes-related emotional distress, body weight, and BMI; and better metabolic control, as measured by hemoglobin A1c and lipid profiles. Finally, participants' experiences, satisfaction, and perceived benefits will be explored to inform the future scalability and refinement of the program. A prestudy will be conducted, involving stakeholders, older adults, and caregivers, to refine the training content using co-design techniques. Descriptive statistics will be used to summarize sample characteristics. Preintervention and postintervention changes will be evaluated using 2-tailed paired t tests or their nonparametric equivalents, with repeated-measures models applied to follow-up data. A P value <.05 will indicate statistical significance. Results: The prestudy phase began in April 2025. Improvements in both health literacy and eHealth literacy are expected to be observed among participants, as assessed through validated instruments administered before and after the intervention. Conclusions: The Joint Action on Cardiovascular Diseases and Diabetes (JACARDI) study provides a structured and participatory approach to addressing the digital divide in chronic disease management among older adults. By focusing on personalized, evidence-based training, the study offers a promising model for empowering patients and improving health outcomes through enhanced digital and self-management competencies.

Indexed as

Diabetes Mellitus, Type 2Health LiteracyPatient Education as TopicAgedAged, 80 and overFemaleHumansMaleMiddle AgedPilot ProjectsQuality of LifeSelf EfficacySelf-ManagementTelemedicineeducational trainingeHealth literacyhealth literacyolder peoplepilot studyprotocoltype II diabetes

Identifiers

PMID41442440
PMCPMC12732586

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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.