Neighbourhood-related socioeconomic perinatal health inequalities: An illustration of the mediational g-formula and considerations for the big data context.

Lizbeth Burgos OchoaLindsey van der MeerAdja J M WaelputJasper V BeenLoes C M Bertens

Published in: Paediatric and perinatal epidemiology (2023)

The mediational g-formula is a flexible approach to perform causal mediation analysis that is suited for big data contexts in perinatal health research. Its application can contribute to providing valuable insights for the development of policy and public health interventions.

Keyphrases

big data
public health
artificial intelligence
machine learning
pregnant women
healthcare
human milk
global health
mental health
physical activity
deep learning
risk assessment
social media
preterm infants
climate change
low birth weight