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

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    Author
    Weber, A.M.
    Rubio-Codina, M.
    Black, M.M.
    Date
    2019
    Journal
    BMJ Global Health
    Publisher
    BMJ Publishing Group
    Type
    Article
    
    Metadata
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    See at
    https://doi.org/10.1136/bmjgh-2019-001724
    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 (<2500 g) and stunting (-2 SD below median height-for-age). DAZ increased significantly with maternal education in 55% of data rounds. Predictive correlations of DAZ with outcomes obtained 2-16 years later were generally between 0.20 and 0.40. Correlations equalled or exceeded those obtained with original instruments despite using an average of 55% fewer items to estimate the D-score. Conclusion The D-score metric enables quantitative comparisons of early childhood development across ages and sets the stage for creating simple, low-cost, global-use instruments to facilitate valid cross-national comparisons of early childhood development. Copyright Author(s)2019.
    Sponsors
    15Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa 16Department of Pediatrics, University of Maryland School of Medicine, Baltimore, Maryland, USA 17International Education, RTI International, Research Triangle Park, North Carolina, USA Acknowledgements We would like to thank the Global Child Development Group collaborators for their data contributions and support of the project. We are also grateful to the many people involved in gathering the data that made this study possible.
    Keyword
    child development
    global health
    item response theory
    psychometrics
    Identifier to cite or link to this item
    https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075297449&doi=10.1136%2fbmjgh-2019-001724&partnerID=40&md5=95c2f18fa90e36e94fbc7fc2ffe57ae6; http://hdl.handle.net/10713/11472
    ae974a485f413a2113503eed53cd6c53
    10.1136/bmjgh-2019-001724
    Scopus Count
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    UMB Open Access Articles 2019

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