StUdy of Gestational diabetes And Risk using Electronic Data (SUGARED): a population-based cohort study-study protocol.
Journal:
BMJ open
PMID:
39725433
Abstract
INTRODUCTION: The incidence of gestational diabetes mellitus (GDM) in Australia has tripled in the last 20 years. Consequently, over 40 000 pregnancies are now diagnosed as 'higher risk' each year. This has increased antenatal surveillance and obstetric intervention, often in the form of delivery earlier than 39 weeks gestation. The StUdy of Gestational diabetes And Risk using Electronic Data (SUGARED) project aims to use large population-based and routinely collected linked health data to (1) personalise risk prediction of adverse pregnancy outcomes for women undergoing glucose tolerance testing, (2) guide optimal birth timing for women with diet-controlled GDM and (3) examine variation in GDM management and pregnancy outcomes in New South Wales (NSW), Australia.
Authors
Keywords
Delivery, Obstetric
Diabetes, Gestational
Female
Glucose Tolerance Test
Hospitals, Public
Humans
Incidence
Information Storage and Retrieval
Logistic Models
Multilevel Analysis
New South Wales
Observational Studies as Topic
Predictive Learning Models
Pregnancy
Pregnancy Outcome
Propensity Score
Research Design
Retrospective Studies
Risk Assessment
Routinely Collected Health Data