ArticleBMJ global health2023
The creation of the Global Scales for Early Development (GSED) for children aged 0-3 years: combining subject matter expert judgements with big data.
Article in BMJ global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Effectiveness of the Moments that Matter parenting programme on caregiving practices, family violence, mental health and early child development in Kenya: a cluster-randomised controlled trial.BMJ global health · 2026Trial
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- The impact of home-installed growth charts and small-quantity lipid-based nutrient supplements (SQ-LNS) on child growth in Zambia: a four-arm parallel open-label cluster randomised controlled trial.BMJ global health · 2024Trial
- Measuring neurodevelopment in iron-deficient children in sub-Saharan Africa: A systematic review of evidence and gaps.Global epidemiology · 2026Article
- Validation of neurodevelopmental assessments for early detection of high-risk infants in Zimbabwe: protocol for the Child Development Observation study (ChiDO study).BMJ paediatrics open · 2026Article
- Pathways Between Family Socioeconomic Status and Early Childhood Development: Evidence From Andean Peru.Developmental science · 2026Article
- Global Pathways to Thriving Children: Implementing Large-Scale Multicomponent Nutrition and Child Development Programs.The Journal of nutrition · 2026Article
- Evaluating the Effectiveness of an Enhanced Early Childhood Development Program Integrated Into Primary Health Care in China: Protocol for a Cluster Randomized Controlled Trial.JMIR research protocols · 2026Article
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- Measuring child development at the 2-2½-year health and development review in England: a rapid scoping review of available tools.BMJ open · 2026Article
- Predictive and concurrent validity of caregiver reported early childhood development assessments: A prospective cohort study of Tanzanian children.PLOS global public health · 2026Article
- Socioeconomic disparities in children's neurodevelopment before and during primary education: Evidence from Bagamoyo, Tanzania.PloS one · 2026Article
- Beyond single metrics: a multidimensional approach to child growth and development-a decade-long review of an IUNS task force (2013-2024).Journal of nutritional science · 2026Review
- Do Playful Parenting Programs Implemented at Scale Improve Caregiver Practices and Child Development?Children (Basel, Switzerland) · 2025Article
- The impact of an integrated nurturing care intervention to improve early childhood development outcomes in Nampula Province, Mozambique.Public health nutrition · 2025Article
- Validation of the Global Scale for Early Development (GSED) for children 0 to 36 months of age in the Pacific: protocol.Public health in practice (Oxford, England) · 2025Article
- A non-specialist worker delivered digital assessment of cognitive development (DEEP) in young children: A longitudinal validation study in rural India.PLOS digital health · 2025Article
- Adaptation and Implementation of the Global Scales for Early Development (GSED) Tool in Ethiopia.Children (Basel, Switzerland) · 2025Article
- Feasibility and acceptability of implementing the Global Scales for Early Development (GSED) package for children 0-3 years across three countries.Pilot and feasibility studies · 2025Article
- Validation of the Global Scales of Early Development (GSED) tool in rural Western Kenya.BMC public health · 2025Article
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Abstract
introductionWith the ratification of the Sustainable Development Goals, there is an increased emphasis on early childhood development (ECD) and well-being. The WHO led Global Scales for Early Development (GSED) project aims to provide population and programmatic level measures of ECD for 0-3 years that are valid, reliable and have psychometrically stable performance across geographical, cultural and language contexts. This paper reports on the creation of two measures: (1) the GSED Short Form (GSED-SF)-a caregiver reported measure for population-evaluation-self-administered with no training required and (2) the GSED Long Form (GSED-LF)-a directly administered/observed measure for programmatic evaluation-administered by a trained professional.
methodsWe selected 807 psychometrically best-performing items using a Rasch measurement model from an ECD measurement databank which comprised 66 075 children assessed on 2211 items from 18 ECD measures in 32 countries. From 766 of these items, in-depth subject matter expert judgements were gathered to inform final item selection. Specifically collected were data on (1) conceptual matches between pairs of items originating from different measures, (2) developmental domain(s) measured by each item and (3) perceptions of feasibility of administration of each item in diverse contexts. Prototypes were finalised through a combination of psychometric performance evaluation and expert consensus to optimally identify items.
resultsWe created the GSED-SF (139 items) and GSED-LF (157 items) for tablet-based and paper-based assessments, with an optimal set of items that fit the Rasch model, met subject matter expert criteria, avoided conceptual overlap, covered multiple domains of child development and were feasible to implement across diverse settings.
conclusionsState-of-the-art quantitative and qualitative procedures were used to select of theoretically relevant and globally feasible items representing child development for children aged 0-3 years. GSED-SF and GSED-LF will be piloted and validated in children across diverse cultural, demographic, social and language contexts for global use.
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