Socioeconomic deprivation and risk of early-onset pre-eclampsia in England: a national population-based cohort study
Phillips, E.; Caretta Cortegiani, F.; Aiken, C.; Knight, M.; Kajaria-Montag, H.; Orfanoudaki, A.; Zhong, Y.
Show abstract
Objectives: To examine the association between small-area socioeconomic deprivation and risk of early-onset pre-eclampsia (diagnosed <34 weeks gestation) in England, and to assess the relative contributions of individual-level risk factors and variation between maternity care sites to observed inequalities. Design: Retrospective population-based cohort study. Setting: National Health Service (NHS)-funded maternity services in England between 1 January 2021 and 31 March 2025. Participants: 1,027,707 nulliparous pregnant women aged 13-60 years receiving NHS-funded maternity care in England with singleton pregnancies and non-missing deprivation data. Secondary analyses were conducted for 940,505 multiparous pregnant women. Main outcome measures: Early-onset pre-eclampsia, defined as diagnosis before 34 completed weeks of gestation. Results: Increasing socioeconomic deprivation was associated with higher odds of early-onset pre-eclampsia among nulliparous women across all regression models. In the confounder-adjusted model, each one-point increase in the continuous deprivation score (scaled 0-10) was associated with a 3.4% increase in odds of early-onset pre-eclampsia (adjusted odds ratio (aOR) 1.034, 95% confidence interval (CI) 1.027 to 1.041). Adjustment for theorized mediators attenuated the association modestly (aOR 1.023, 95% CI 1.017 to 1.030), while additional adjustment for hospital site further attenuated the association (aOR 1.016, 95% CI 1.009 to 1.023). Elevated BMI, circulatory disease, maternal age over 40 years, Black ethnicity, and endocrine/metabolic disease were among the strongest predictors of early-onset pre-eclampsia. Similar but stronger deprivation associations were observed among multiparous women. Associations between deprivation and late-onset pre-eclampsia were comparatively weak or absent after adjustment. Conclusions: Socioeconomic deprivation was associated with increased risk of early-onset pre-eclampsia in England, particularly among multiparous women. Both individual-level risk factors and variation between maternity care sites appeared to contribute to observed inequalities. These findings support the importance of combining targeted clinical risk reduction with efforts to reduce unwarranted variation in NHS maternity care delivery. Keywords: Maternity care, Pregnancy, Pre-eclampsia, Socioeconomic deprivation, Health equity, National Health Service
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Reduction in Spontaneous and Iatrogenic Preterm Births in Twin Pregnancies During COVID-19 Lockdown in Melbourne, Australia: A Multicenter Cohort Study 93%
- Social inequalities in pregnancy metabolic profile: findings from the multi-ethnic Born in Bradford cohort study 93%
- Women’s knowledge, attitudes and views of preconception health and intervention delivery methods: A cross-sectional survey 91%
Similar papers in this journal
- Maternal pre-pregnancy body mass index and risk of preterm birth: a collaboration using large routine health datasets 94%
- Assessing the impact of maternal blood pressure during pregnancy on perinatal health: A wide-angled Mendelian randomization study 92%
- Ethnic differences in COVID-19 mortality in the second and third waves of the pandemic in England during the vaccine roll-out: a retrospective, population-based cohort study 91%
Similar papers in this journal
- Associations of insomnia on pregnancy and perinatal outcomes: Findings from Mendelian randomization and conventional observational studies in up to 356,069 women 92%
- Factors associated with excess all-cause mortality in the first wave of COVID-19 pandemic in the UK: a time-series analysis using the Clinical Practice Research Datalink 91%
- Sociodemographic Characteristics and Longitudinal Progression of Multimorbidity: A Multistate Modelling Analysis of a Large Primary Care Records Dataset in England 91%
Similar papers in this journal
- Effect of caesarean birth on perinatal mortality for singleton breech presentation in spontaneous preterm labour – a target trial emulation using Scottish health record data 94%
- Population birth outcomes in 2020 and experiences of expectant mothers during the COVID-19 pandemic: a ‘Born in Wales’ mixed methods study using routine data 93%
- Protocol for a sequential, prospective meta-analysis to describe coronavirus disease 2019 (COVID-19) in the pregnancy and postpartum periods 93%
Similar papers in this journal
- Weighting of risk factors for low birth weight: A linked routine data cohort study in Wales, UK 93%
- Maternal prenatal anxiety and depression and trajectories of cardiometabolic risk factors across childhood and adolescence: a prospective cohort study 91%
- A collaborative maternity and newborn dashboard (CoMaND) for the COVID-19 pandemic: a protocol for timely, adaptive monitoring of perinatal outcomes in Melbourne, Australia 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.