Evidence map›Paper›PMID 37482220›Full record

ArticleDiabetes research and clinical practice2023

Association of cumulative social risk and gestational diabetes mellitus in the US, 2007-2018.

Rabail Sadiq, Muhammad H Bukhari, Todd T Brown, Wendy L Bennett, Ravi Retnakaran, Justin B Echouffo-Tcheugui

Open access · greenAbstract read
In one paragraph

Article in Diabetes research and clinical practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
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

6 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Chicago Neighborhood Context and Racial/Ethnic Disparities in Maternal Diabetes.Journal of racial and ethnic health disparities · 2025
    Article
  3. Article
  4. Article
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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 at 3 institutions in 2 countries.

Rabail SadiqDepartment of Medicine, Division of Endocrinology, Diabetes & Metabolism, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Muhammad H BukhariDepartment of Medicine, Norwalk Hospital affiliated with Yale University School of Medicine, Norwalk, CT, USA.
Todd T BrownDepartment of Medicine, Division of Endocrinology, Diabetes & Metabolism, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Wendy L BennettDepartment of Medicine, Division of General Internal Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Ravi RetnakaranLeadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada; Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada.
Justin B Echouffo-TcheuguiDepartment of Medicine, Division of Endocrinology, Diabetes & Metabolism, Johns Hopkins School of Medicine, Baltimore, MD, USA. Electronic address: jechouf1@jhmi.edu.
Johns Hopkins University · USNorwalk Hospital · USUniversity of Toronto · CA

Funding

CTSA Administrative Supplement for Informatics Core: A novel AI/ML system to predict respiratory failure and ARDS in Covid-19 patientsUL1TR002556 · NCATS · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI KELLER, MARLA J, KIM, MIMI Y · 2018 to 2022
$26.7M
Establishing the Pathways Between Diabetes and Cardiac Dysfunction: Epidemiology, Biomarkers, and ImagingK23HL153774 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI ECHOUFFO TCHEUGUI, JUSTIN BASILE · 2020 to 2024
$991k
NCATS NIH HHS UL1 TR002556NHLBI NIH HHS K23 HL153774
6 · The paper itself

Abstract

aimsLittle is known regarding the association of multiple social risk factors and gestational diabetes mellitus (GDM).

methodsWe analyzed the 2007-2018 National Health and Nutrition Examination Surveys including 10,439 women aged ≥20 years (8 % with history of GDM). We created a cumulative social risk score (CSR) by adding scores assigned to each of the following: race/ethnicity, citizenship status and country of birth, education, and family income (score of 0 used as reference group). Using logistic regression, we assessed the associations of individual social risk factors (education, income, race/ethnicity and citizenship status) and CSR score with GDM, adjusting for age, parity, insurance status, care access, smoking, diet, physical activity, and body mass index.

resultsAmong individual social risk factors, being a non-U.S. citizen (OR:1.51, 95% CI: 1.06-2.15) or belonging to a minority racial/ethnic group (OR:1.30, 95% CI: 1.04-1.59) was significantly associated with a greater odds of GDM. When examining the combined effects of social risk factors, a CSR score ≥3 was associated with an increased odds of GDM (OR:1.64, 95% CI: 1.22-2.1).

conclusionsWomen with a greater burden of social risk factors are more likely to have GDM, thus should be the focus of interventions to prevent and treat GDM.

Indexed as

Diabetes, GestationalBody Mass IndexDietEthnicityFemaleHumansPregnancyRisk FactorsSmokingCumulative riskGestational diabetesSocial risk factors

Identifiers

PMID37482220
PMCPMC10592126
OpenAlexW4384944928

What OpenQuestion 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 OpenQuestion graph.