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A decomposition analysis of the relationship between parental income and multiple child outcomes

Research output: Contribution to journalArticle

Original languageEnglish
Pages (from-to)757-782
Number of pages26
JournalJournal of the Royal Statistical Society: Series A
Issue number4
Early online date3 Sep 2014
DateE-pub ahead of print - 3 Sep 2014
DatePublished (current) - Oct 2014


The paper explores the relationship between family income and a range of cognitive, socioemotional and health outcomes in mid-childhood. Child developmental outcomes are conceptualized as the result of an underlying set of associations or pathways running from distal factors (broad indicators of family characteristics and resources) to proximal factors (parental behaviours and aspects of the child's lived environment). We use a decomposition framework to compare the associations underpinning the raw income gradients in the different outcomes systematically. We find considerable variation in the extent of the income gradients, and in the factors that can account for them, across developmental domains.

    Research areas

  • Bootstrapping, Child outcomes, Distal and proximal influences, Income gradients, Multiple imputation, Path analysis



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