Evidence map›Paper›PMID 41907548›Full record

ReviewFrontiers in endocrinology2026

Impaired awareness of hypoglycemia: can structured education address this persistent challenge?

Yuanyuan Chen, Xiaowen He, Yanmin Shan, Meijuan Lan

Abstract readReview
In one paragraph

Review in Frontiers in endocrinology, 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

4 authors.

Yuanyuan ChenNursing Department, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.
Xiaowen HeNursing Department, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.
Yanmin ShanNursing Department, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.
Meijuan LanNursing Department, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Impaired Awareness of Hypoglycemia (IAH) describes a condition in insulin-treated diabetic patients characterized by a diminished ability to perceive the onset of acute hypoglycemia. With an estimated prevalence ranging from 23.2% to 26.3%, IAH is associated with a significantly elevated risk of severe hypoglycemia (SH) and is increasingly linked to emotional disturbances. As a major challenge in diabetes management, the primary interventions for IAH include structured education and diabetes technology. However, the real-world impact of diabetes technology on the frequency of SH and IAH remains contentious. While structured education is fundamental for addressing IAH, its implementation is often inadequate, and program content requires optimization, thereby limiting the effectiveness of current educational approaches. Consequently, there is a persistent need for enhanced treatment strategies. With advancements in intelligent technology, a hybrid model integrating structured education with diabetes technology is emerging as a promising trend. Furthermore, IAH can contribute to cognitive dysfunction, which in turn impairs the ability to perceive and respond to hypoglycemic events. This suggests that incorporating cognitive interventions into structured education may represent a novel therapeutic avenue and potentially yield innovative management solutions.

Indexed as

AwarenessHealth Knowledge, Attitudes, PracticeHypoglycemiaPatient Education as TopicHumansHypoglycemic AgentsInsulinHypoglycemic AgentsInsulinchallenging issuehypoglycemia unawarenessimpaired awareness of hypoglycemianew approachstructured education

Identifiers

PMID41907548
PMCPMC13017378

What OpenQuestion holds

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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.