Evidence map›Paper›PMID 40303257›Full record

ArticlePediatric diabetes2023

Social Determinant of Health Impact on Diabetes Device Use and Clinical Outcomes in Youth with Type 1 Diabetes.

Emily R Crain, Ryan Ramphul, Ashley M Butler, Xiaofan Huang, Charles G Minard, Maria J Redondo, Daniel J DeSalvo

Abstract read
In one paragraph

Article in Pediatric diabetes, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. 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

7 authors.

Emily R CrainBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0009-0001-1238-1475
Ryan RamphulUTHealth Houston School of Public Health, 1200 Pressler Street, Houston, TX 77030, USA.ORCID 0000-0001-9415-223X
Ashley M ButlerBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0002-9829-3707
Xiaofan HuangBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0002-9337-9456
Charles G MinardBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0003-4631-6943
Maria J RedondoBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0001-5871-4645
Daniel J DeSalvoBaylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.ORCID 0000-0002-0440-3339

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Youth with Type 1 diabetes (T1D) who are Black, Hispanic, or lower socioeconomic status (SES) have lower rates of diabetes device use, higher hemoglobin A1c (HbA1c), and higher rates of diabetic ketoacidosis (DKA). However, the associations of individual-level social determinants of health (SDoH) and neighborhood-level factors with device use and clinical outcomes are unknown. Area deprivation index (ADI) is a neighborhood level measure of SES reported in deciles (range 1-10 with 10 representing most deprived neighborhood). Methods: We evaluated the association of ADI and other SDoH factors with pump/continuous glucose monitor (CGM) use, HbA1c, and DKA in 1,461 youth with T1D (50% female, age 12.8 ± 3.6 years, HbA1c 8.7 ± 2.1%, 52% pump, 70% CGM) seen between October 1, 2020 and September 30, 2021 at a large pediatric diabetes center. Multiple logistic regression and multiple linear regression analyses were used to determine statistically significant associations adjusting for potential confounders. Results: Youth were less likely to use an insulin pump if they lived in a higher ADI neighborhood, were Black or Hispanic, had Medicaid or were uninsured, or received government assistance (e.g., Supplemental Security Income, Supplemental Nutritional Assistance Program). Youth were less likely to use a CGM if they lived in a higher ADI neighborhood, were Black or Hispanic, had Medicaid or were uninsured. Youth had higher risk of DKA event in the past year if they used government assistance, whereas pump and CGM use were associated with lower DKA risk. HbA1c (%) increased by 0.09 (95% CI: 0.05, 0.13) per unit increase in ADI. HbA1c was 0.62 lower (95% CI: -0.82, -0.42) in pump users vs. nonusers and 0.78 lower (95% CI: -0.99, -0.56) in CGM users vs. nonusers. Conclusions: Interventions that tailor care plans to address SDoH in families living in deprived neighborhoods may be needed to increase successful technology uptake, optimize HbA1c, and prevent DKA.

Indexed as

Blood Glucose Self-MonitoringDiabetes Mellitus, Type 1Insulin Infusion SystemsSocial Determinants of HealthAdolescentChildDiabetic KetoacidosisFemaleGlycated HemoglobinHumansMaleGlycated Hemoglobin

Identifiers

PMID40303257
PMCPMC12016874

What OpenQuestion 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 OpenQuestion graph.