Determining causality in relation to early risk factors for ADHD: The case of breastfeeding duration

Joel T. Nigg, Diane D. Stadler, Alexander Von Eye, Wolfgang Wiedermann

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Abstract

The association between breastfeeding and reduced likelihood of child attention-deficit hyperactivity disorder (ADHD) has been repeatedly shown in observational studies and meta-analyses. However, what is the causal direction of this association? There are several reasons to hypothesize that breastfeeding duration causally affects the potential development of child ADHD, one of them, for example, being that breastfeeding has been associated directly with white matter development in infants and toddlers. Conversely, early temperament in children who will have ADHD may disrupt breastfeeding attempts by the mother, which implies that breastfeeding is more likely to be the result of ADHD. The present study evaluates the causal direction of the ADHD-breastfeeding association using one of the largest, well characterized cross-sectional samples (n=829 children aged 7-13years). Principles of direction dependence analysis (DDA) are applied to make statements about the directionality of the causal flow that generates the association. Results suggest that child ADHD is more likely to be the cause of reduced breastfeeding, and not the other way around. This causal model has been confirmed for two different ADHD measures (parent and teacher-based ADHD ratings) and proved quite robust under various scenarios of covariate adjustment.

Original languageEnglish (US)
Title of host publicationDirection Dependence in Statistical Modeling
Subtitle of host publicationMethods of Analysis
Publisherwiley
Pages295-323
Number of pages29
ISBN (Electronic)9781119523024
ISBN (Print)9781119523079
DOIs
StatePublished - Feb 24 2021

Keywords

  • ADHD
  • Breastfeeding
  • Causality

ASJC Scopus subject areas

  • General Mathematics

Fingerprint

Dive into the research topics of 'Determining causality in relation to early risk factors for ADHD: The case of breastfeeding duration'. Together they form a unique fingerprint.

Cite this