Evidence mapPaperPMID 42101231Full record

ArticleJournal of medical Internet research2026

Diabetes Technologies in Ultra-Endurance Type 1 Diabetes: Qualitative Study.

Jean-Charles Vauthier, Lucie Choley, Delphine Arduini, Patrick Mas, Bernard Kabuth

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Jean-Charles Vauthier *Faculty of Medicine, Maieutics and Health Professions, Université de Lorraine, 9 avenue de la Forêt de Haye, BP 20199, Vandoeuvre Lès Nancy, 54505, France, 33 0687701621.ORCID http://orcid.org/0000-0003-3796-6370
Lucie Choley *Faculty of Medicine, Maieutics and Health Professions, Université de Lorraine, 9 avenue de la Forêt de Haye, BP 20199, Vandoeuvre Lès Nancy, 54505, France, 33 0687701621.ORCID http://orcid.org/0009-0003-6645-0004
Delphine ArduiniIndependent Patient Partner, Saint Restitut, France.ORCID http://orcid.org/0009-0004-6388-3135
Patrick MasIndependent Patient Partner, Aigues Mortes, France.ORCID http://orcid.org/0009-0000-2431-6868
Bernard KabuthFaculty of Medicine, Maieutics and Health Professions, Université de Lorraine, 9 avenue de la Forêt de Haye, BP 20199, Vandoeuvre Lès Nancy, 54505, France, 33 0687701621.ORCID http://orcid.org/0000-0001-6909-0444

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetes technologies-including continuous glucose monitoring (CGM), insulin pumps, and hybrid closed-loop systems-have profoundly transformed self-management in type 1 diabetes (T1D). While these technologies offer improved glycemic control and safety, their use in ultraendurance sports introduces specific cognitive, material, and organizational challenges that remain underexplored in digital health research. Objective: This study aimed to explore how adults living with T1D experience and use diabetes technologies in ultraendurance sports, with particular attention to tensions between autonomy, mental load, and vulnerability. Methods: We conducted semistructured interviews with 13 French-speaking adults with T1D who had completed at least one marathon or ultra-endurance event within the last 5 years and used ≥1 diabetes technology (CGM, pump, or hybrid closed loop). We adopted constructivist grounded theory (Charmaz), using iterative cycles of line-by-line and focused coding, constant comparison, and memo-writing to build and refine analytic categories. Sampling combined purposive strategies through associations and online communities with theoretical orientation (additional participants sought to elaborate emergent categories). Data collection ceased upon theoretical sufficiency, when further interviews no longer yielded substantively new insights for core categories. Two patient partners contributed to question framing, interim sense-checking, and manuscript review. Reporting followed the COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist. Results: Five interrelated categories described how athletes negotiated technology in practice: (1) From episodic control to continuous anticipation (reframing glucose management through real-time visibility); (2) Gains in safety and performance (perceived benefits and expanded possibilities); (3) Redistributed mental work (hyper-vigilance, logistics, device management); (4) Keeping things working when they break (fragility in extreme conditions, redundancy, improvisation, and experiential expertise); and (5) Making diabetes visible (technologies mediating identity, solidarity, and stigma). Across categories, participants articulated a tension between optimization-oriented performance and a user-constructed robustness-the capacity to maintain function under uncertainty through redundancy and adaptive know-how. Conclusions: In ultraendurance contexts, diabetes technologies act as both enablers and obligations: they open participation while shifting and sometimes intensifying cognitive and organizational work. A grounded account centered on robustness-in-use highlights practical implications for clinicians (pre-event routines, redundancy planning), designers (context-aware algorithms; improved physical durability), and policy makers (equitable access and exercise-specific education). These findings underscore the value of constructivist, practice-oriented inquiry to inform digital health tool design and support for people living with chronic illness.

Indexed as

Diabetes Mellitus, Type 1AdultBlood Glucose Self-MonitoringContinuous Glucose MonitoringDigital HealthFemaleHumansInsulin Infusion SystemsMaleMiddle AgedQualitative ResearchSelf-Managementcontinuous glucose monitoringdiabetes mellitus, type 1exercisepatient participationqualitative researchself-managementtype 1 diabetes

Identifiers

PMID42101231
PMCPMC13154725

What Socratic holds

Textmetadata
LicenceCC BY
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.