Related Experiment Video
Updated: Jun 21, 2026

Swimming Exercise Protocol and Care Methods for Pregnant Rats
Published on: April 5, 2024
Lower Risk of Developing Gestational Diabetes Mellitus in the Group Prenatal Care Model
Liwei Chen1, Cheng-Tzu Hsieh1, Lu Zhang2
1Department of Epidemiology, University of California, Los Angeles, Los Angeles, California, USA.
Background:
Gestational diabetes mellitus (GDM) is a common pregnancy complication with both short- and long-term adverse outcomes for both mothers and their offspring. CenteringPregnancy group prenatal care (CPNC) model has gained popularity due to its unique design to support pregnant individuals in managing multiple risk factors during pregnancy. However, whether participation in CPNC reduces the risk of developing GDM remains uncertain.
Objective:
To compare the GDM incidence between pregnant individuals receiving CPNC and those receiving traditional individual prenatal care (IPNC).
Methods:
This retrospective cohort study included 8313 participants (CPNC: 1832; IPNC: 6481) from South Carolina. GDM was screened and diagnosed between 24 and 30 weeks of gestation with the two-step approach. We applied inverse probability of treatment weighting (IPTW) using stabilized propensity score (PS) weights. The weighted risk ratio (RR) of CPNC relative to IPNC for GDM was estimated using weighted marginal log-binomial models.
Results:
In the original cohort, the incidence of GDM was 4.7% in the CPNC group and 6.8% in the IPNC group. After applying stabilized IPTW, baseline characteristics were well balanced between groups. In the weighted pseudo-cohort, CPNC was associated with a lower risk of GDM compared with IPNC (RR 0.64, 95% confidence interval [CI] 0.51, 0.81). In subgroup analyses, this inverse association was observed among non-Hispanic White (RR 0.61, 95% CI 0.43, 0.86) and non-Hispanic Black participants (RR 0.69, 95% CI 0.47, 1.00), but not among Hispanic participants (RR 1.05, 95% CI 0.62, 1.77). Results from multivariable logistic regression in the original cohort were consistent in direction but less precise. There was no evidence of additive interaction by race/ethnicity.
Conclusions:
Pregnant individuals receiving CPNC had a lower risk of developing GDM than those receiving IPNC.
Related Concept Videos
Diabetes Mellitus: Type 2 and Gestational
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility, suggesting a...
Preventive Healthcare Services
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Diabetes Mellitus: Introduction
