Evidence mapPaperPMID 40600803Full record

ReviewExpert review of endocrinology & metabolism2025

The forgotten - overcoming challenges in diabetes care for marginalized populations.

Maria S Martinez-Cruz, Neesha Namasingh, Anastasia-Stefania Alexopoulos, Bryan C Batch, Matthew J Crowley, Hayden B Bosworth

Abstract readReview
In one paragraph

Review in Expert review of endocrinology & metabolism, 2025. 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. Trial
  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

6 authors.

Maria S Martinez-CruzDivision of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Neesha NamasinghDivision of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Anastasia-Stefania AlexopoulosDivision of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Bryan C BatchDivision of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Matthew J CrowleyDivision of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Hayden B BosworthCenter of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA.ORCID 0000-0001-6188-9825

Funding

EXpanding Technology-Enabled, Nurse-Delivered Chronic Disease Care (EXTEND)R01NR019594 · NINR · DUKE UNIVERSITY · 2023 to 2025
$2.0M
Endocrinology and Metabolism Training ProgramT32DK007012 · DUKE UNIVERSITY · 1986 to 2025
$1.3M
NIDDK NIH HHS T32 DK007012NINR NIH HHS R01 NR019594
6 · The paper itself

Abstract

introductionDiabetes disproportionately affects marginalized populations, leading to poorer glycemic control, higher complications, and reduced quality of life. Unequal access to care, mediated by multiple social determinants of health (SDoH), further exacerbates these risks. Addressing SDoH is crucial to mitigate health disparities and downstream impacts on the United States (U.S.) population and healthcare system. AREAS COVERED: This review explores SDoH that disproportionately affect marginalized communities, including socio-economic (SE), geographic, cultural and linguistic, health literacy-related, psychologic, and systemic barriers to equitable diabetes care. We also explore evidence-based care strategies such as telehealth, social media and internet-based education strategies, integration of community health workers (CHW), integrated care models and policy changes. EXPERT OPINION: While small-scale interventions have demonstrated success in overcoming challenges in diabetes care for marginalized populations, significant research gaps remain. Studies focusing on long-term outcomes and addressing the root causes of disparities tied to SDoH are urgently needed. Furthermore, rather than merely characterizing SDoH, researchers and clinicians must actively address them at the patient, provider, and system levels. Advancing diabetes care and reducing disparities requires equity-focused policies, inclusive research, and culturally tailored interventions. Without systemic reforms, however, these advancements risk perpetuating existing inequalities.

Indexed as

Diabetes MellitusHealthcare DisparitiesSocial Determinants of HealthHealth Services AccessibilityHumansUnited StatesDiabetes carehealth disparitiesracial and ethnic minoritiessocial determinants of healthtelehealth

Identifiers

PMID40600803
PMCPMC13261768

What Socratic holds

Textmetadata
LicenceTDM
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.