Evidence mapPaperPMID 42524453Full record

ArticleHuman factors in healthcare2026

Perceptions of adults with type 1 diabetes mellitus about diabetes management and exercise.

Meera Swaminath, Stephanie A Griggs, James Lukasik, Elias K Spanakis, Rebecca L Kinney, Garrett I Ash

Abstract read
In one paragraph

Article in Human factors in healthcare, 2026. 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.

Meera SwaminathYale School of Public Health, New Haven, CT, 06520, United States.
Stephanie A GriggsNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, 30047, United States.ORCID 0000-0001-9901-3853
James LukasikDepartment of Pediatrics, Yale School of Medicine, New Haven, CT, 06511.
Elias K SpanakisVeterans Affairs Maryland Healthcare System, United States.ORCID 0000-0002-9352-7172
Rebecca L KinneyVeterans Affairs National Center on Homelessness Among Veterans, Department of Veterans Affairs, Washington, DC, 20420, United States.
Garrett I AshCenter for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), Veterans Affairs Connecticut Healthcare System, Department of Veterans Affairs, West Haven, CT, 06516, United States.ORCID 0000-0002-8655-7525

Funding

Informatics-Based Digital Application to Promote Safe Exercise in Middle-Aged Adults with Type 1 DiabetesK01DK129441 · YALE UNIVERSITY · 2025 to 2025
$148k
American Heart Association-American Stroke Association 852679NIDDK NIH HHS K01 DK129441
6 · The paper itself

Abstract

Purpose of study: The purpose of this study was to understand the experiences and challenges with diabetes management and physical activity faced by adults with Type 1 Diabetes Mellitus (T1DM), as well as gather feedback on proposed features for a digital health tool, to inform the development of T1DM-tailored interventions. Methods: US-based participants who had T1DM for at least 6 months were recruited online through social media and healthcare platforms. Data were collected through two semi-structured interviews focused on aim (1) understanding lived experiences with managing T1DM during physical exercise and the role of digital tools in exercise routines and aim (2) participant preferences on proposed digital tool features. Results: Thematic data analysis revealed four major themes for aim 1: (1) lifestyle patterns, (2) motivations and barriers to exercise, (3) confidence with technology, and (4) T1DM-specific application with networking and accountability features. For aim 2, four themes were identified: (1) data interface, (2) tailored coaching and diverse representation, (3) T1DM-specific stigma, and (4) prior experience and current diabetes self-management goals. Conclusion: It is essential that a digital health tool for people with T1DM offers personalized exercise support that adapts to real-time glucose measurements. The tool should provide educational content, facilitate peer interaction, and integrate with continuous glucose monitors and insulin pump technologies. By incorporating features specifically designed for the T1DM community, a digital health solution can improve diabetes management and promote an active lifestyle.

Indexed as

Digital health toolsHuman factorsPhysical activityQualitative descriptive studyType 1 diabetes mellitus

Identifiers

PMID42524453
PMCPMC13411111

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.