Evidence map›Paper›PMID 41948558›Full record

ArticleFrontiers in endocrinology2026

Development of the Diabetes Burnout Scale for patients with type 2 diabetes: a modified Delphi study.

Yun Wei, Yiling Niu, Qiumei Cao, Yanhua An, Wei Feng, Zhaolu Pan

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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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

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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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.

Yun WeiDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Yiling NiuDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Qiumei CaoDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Yanhua AnDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Wei FengDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Zhaolu PanDepartment of General Practice, Beijing Tongren Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Enhancing diabetes outcomes and delivering patient-centered care hinge on a thorough understanding of diabetes-related burnout. This study aimed to develop an evidence-based, consensus-guided scale to assess diabetes burnout in adults with type 2 diabetes (T2D). Methods: A modified Delphi method was adopted. Key dimensions and potential items were identified through a literature review and qualitative patient interviews. A structured Delphi process was then used to establish expert consensus with a diverse panel comprising endocrinologists, general practitioners, and patient experts with T2D. The expert panel reviewed the draft over two rounds between April and July 2025, with consensus meetings convened after each round. The initial conceptual framework was refined through this iterative process. Results: Twenty-three experts (median age 48 years [IQR 40, 54]; 87% female) participated in both rounds of the Delphi survey. After the first round, the description of one dimension and 10 items were modified. One item was split into two separate items based on expert recommendations, and two items were deleted because they did not achieve consensus. A new dimension, termed "Psychological stress" was suggested by more than two experts, along with four additional items. After the second round, all dimensions and items achieved consensus in terms of importance and feasibility. The final Diabetes Burnout Scale for T2D (DBS-T2D) comprised 26 items organized into four dimensions: psychological stress, emotional exhaustion, physical fatigue, and disengagement from diabetes management. Conclusions: The DBS-T2D was systematically developed in this study through a transparent and replicable process. Future work should focus on the scale's psychometric validation and the development of evidence-based interventions to alleviate burnout and enhance long-term health outcomes.

Indexed as

Burnout, PsychologicalDiabetes Mellitus, Type 2Stress, PsychologicalAdultConsensusDelphi TechniqueEmotional ExhaustionFemaleHumansMaleMiddle AgedPsychometricsSurveys and QuestionnairesDelphidiabetes burnoutmeasurement developmentscaletype 2 diabetes

Identifiers

PMID41948558
PMCPMC13050703

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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.