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The D-score: a metric for interpreting the early development of infants and toddlers across global settings

  • Ann Weber*
  • , Marta Rubio-Codina
  • , Susan Walker
  • , Stef van Buuren
  • , Iris Eekhout
  • , Sally Grantham-McGregor
  • , Maria Caridad Araujo
  • , Susan Chang
  • , Lia Fernald
  • , Jena Hamadani
  • , Charlotte Hanlon
  • , Simone Karam
  • , Betsy Lozoff
  • , Lisy Ratsifandrihamanana
  • , Linda Richter
  • , Maureen Black
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Introduction Early childhood development can be described by an underlying latent construct. Global comparisons of children's development are hindered by the lack of a validated metric that is comparable across cultures and contexts, especially for children under age 3 years. We constructed and validated a new metric, the Developmental Score (D-score), using existing data from 16 longitudinal studies. Methods Studies had item-level developmental assessment data for children 0-48 months and longitudinal outcomes at ages >4-18 years, including measures of IQ and receptive vocabulary. Existing data from 11 low-income, middle-income and high-income countries were merged for >36 000 children. Item mapping produced 95 'equate groups' of same-skill items across 12 different assessment instruments. A statistical model was built using the Rasch model with item difficulties constrained to be equal in a subset of equate groups, linking instruments to a common scale, the D-score, a continuous metric with interval-scale properties. D-score-for-age z-scores (DAZ) were evaluated for discriminant, concurrent and predictive validity to outcomes in middle childhood to adolescence. Results Concurrent validity of DAZ with original instruments was strong (average r=0.71), with few exceptions. In approximately 70% of data rounds collected across studies, DAZ discriminated between children above/below cut-points for low birth weight (
Original languageEnglish
Article numbere001724
JournalBMJ Global Health
Volume4
Issue number6
DOIs
Publication statusPublished - 19 Nov 2019

Keywords / Materials (for Non-textual outputs)

  • child development
  • global health
  • item response theory
  • psychometrics

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