Evidence map›Paper›PMID 41809302›Full record

ArticleCureus2026

Halting Progression From Prediabetes to Diabetes Through Patient Education: A Quality Improvement Project in an Underserved Community.

Dinara Salimova, Tatevik Aloyan, Syed Hamza Shah, Alisher Makhmutov, Chimamaka Ikoro, Alizay Khan, Mouaz Oudih, Sophio Kakabadze, Ricardo Loor

Abstract read
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Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Dinara SalimovaInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Tatevik AloyanInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Syed Hamza ShahInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Alisher MakhmutovInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Chimamaka IkoroInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Alizay KhanInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Mouaz OudihInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Sophio KakabadzeInternal Medicine, Ascension Saint Joseph, Chicago, USA.
Ricardo LoorInternal Medicine, Ascension Saint Joseph, Chicago, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe incidence of prediabetes and diabetes increases each year drastically worldwide, including in the United States. Statistically, 5-10% of individuals with prediabetes will develop diabetes each year. Underserved populations are particularly vulnerable to prediabetes progression due to lower health literacy, language barriers, limited access to healthcare, and socioeconomic challenges. Lifestyle modifications can reduce progression from prediabetes to diabetes by at least 40%, according to the literature.

objectiveThe goal of the study was to increase awareness of prediabetes among an underserved patient population attending a community health clinic and to assess changes in glycemic and anthropometric parameters following patient education.

methodsA single-group, pre-post observational design was conducted as part of a quality improvement (QI) project at a community health clinic serving an underserved population in Chicago, Illinois. Patients were advised to follow up within a 3-6-month period for assessment of HbA1c, fasting glucose, and body mass index (BMI) changes.

resultsA total of 46 patients with prediabetes received education on prediabetes and lifestyle modifications. Of these, 25 patients completed both pre- and post-intervention glycemic laboratory and anthropometric assessments and were included in the final analysis. Following patient education, mean HbA1c decreased from 6.03 ± 0.22% at baseline to 5.88 ± 0.23% at 3-6 months post-intervention, corresponding to a mean reduction of -0.15% (paired t-test, p = 0.0005). Fasting blood glucose values before and after the intervention were available for 16 of the 25 participants. Mean fasting blood glucose decreased from 105 ± 19.0 mg/dL pre-intervention to 97 ± 8.6 mg/dL post-intervention, corresponding to a mean reduction of -8 mg/dL; however, the result did not reach statistical significance (paired t-test, p = 0.064). All 25 patients had pre- and post-intervention BMI recorded. Mean BMI decreased from 33 ± 8.8 kg/m² at baseline to 32.6 ± 8.6 kg/m² post-intervention (paired t-test, p = 0.022).

conclusionThis quality improvement initiative demonstrates that a single educational session may modestly improve HbA1c levels among underserved patients with prediabetes, highlighting the importance of developing more structured and intensive interventions to prevent progression to type 2 diabetes in this high-risk population.

Indexed as

lifestyle modification​pre-diabetesprevention of diabetesquality improvement projectunderserved populations

Identifiers

PMID41809302
PMCPMC12970464

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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.