Evidence map›Paper›PMID 39632539›Full record

ArticlePaediatric and perinatal epidemiology2025

Neighbourhood Deprivation and Gestational Diabetes Mellitus in Arizona From the AzPEARS Study.

Kimberly L Parra, Leslie V Farland, Robin B Harris, Matthew Toro, Melissa Furlong

Abstract read
In one paragraph

Article in Paediatric and perinatal epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Kimberly L ParraDepartment of Environmental Health, T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA.
Leslie V FarlandDepartment of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona, USA.ORCID https://orcid.org/0000-0001-7455-8531
Robin B HarrisDepartment of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona, USA.ORCID https://orcid.org/0000-0002-3114-3683
Matthew ToroMap and Geospatial Hub, ASU Library, Arizona State University, Tempe, Arizona, USA.
Melissa FurlongDepartment of Environmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona, USA.

Funding

Training Program in Environmental EpidemiologyT32ES007069 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI LADEN, FRANCINE · 1985 to 2024
$13.9M
Prenatal Exposure to Pesticide Mixtures and Childhood ADHDR00ES028743 · NIEHS · UNIVERSITY OF ARIZONA · PI FURLONG, MELISSA · 2020 to 2022
$747k
NIEHS NIH HHS R00 ES028743NIEHS NIH HHS T32 ES007069
6 · The paper itself

Abstract

backgroundThe maternal population residing in rural areas, tribal lands or near the United States-Mexico border are at high risk for adverse pregnancy complications, notably gestational diabetes mellitus (GDM). Few studies have considered the socioeconomic status (SES) attributes of neighbourhoods on maternal health during gestation. Given that the national and global rate of GDM is rising, this analysis moves beyond individual-level factors and investigates the role of neighbourhood deprivation on GDM risk.

objectiveTo investigate the relationship between neighbourhood deprivation and risk of GDM using Arizona state birth records.

methodsThis population-based study of singleton live births (N = 481,113) utilised birth certificates from 2014 to 2020 from the AzPEARS study. Using American Community Survey (5-year data) linked to 2010 US Census tracts, a composite neighbourhood deprivation index (NDI) score (continuous and quartiles) was derived from 8 socioeconomic indicators. Risk ratios (RR) and 95% confidence intervals (95% CI) were used to examine the association between NDI and GDM risk, adjusting for maternal age, maternal education, race/ethnicity, parity, rurality, and birth year.

resultsThe state-wide incidence of GDM was 7.8% (n = 37,636) with variation by neighbourhoods (4% to 12%). GDM risk was highest for Native Americans (17.6%), Asian/Pacific Islanders (13.7%) and Hispanic/Latinas (8.3%). Compared to mothers living in areas with the lowest quartile of NDI, mothers living in neighbourhoods with the highest deprivation had an adjusted risk ratio of 1.21 for developing GDM (95% CI 1.18, 1.26).

conclusionsWe observed that neighbourhood deprivation was positively associated with a higher risk of GDM for each increase in quartile. These results suggest that NDI, a proxy for neighbourhood socioeconomic status, may contribute to GDM risk. Identifying high-risk neighbourhoods for place-based interventions targeting the most vulnerable birthing populations may be an effective strategy in the prevention of GDM.

Indexed as

Diabetes, GestationalNeighborhood CharacteristicsResidence CharacteristicsAdultArizonaFemaleHumansIncidencePregnancyRisk FactorsSocioeconomic FactorsYoung Adultgestational diabetesmaternal healthneighborhood

Identifiers

PMID39632539
PMCPMC12122241

What OpenQuestion holds

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LicenceTDM
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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.