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Updated: Feb 7, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Head circumference and child ADHD symptoms and cognitive functioning: results from a large population-based cohort
Muriel Ferrer1, Raquel García-Esteban1,2,3, Carmen Iñiguez3,4
1ISGlobal, Instituto de Salud Global de Barcelona-Campus MAR, PRBB, C. Doctor Aiguader 88, 08003, Barcelona, Catalonia, Spain.
Insights
Head circumference (HC) at birth and early childhood, not prenatal growth, is linked to preschool neurodevelopment. Higher HC at birth showed better cognitive scores and fewer ADHD symptoms.
Area of Science:
- Pediatric Neurodevelopment
- Growth Monitoring
- Public Health Research
Background:
- Head circumference (HC) is a key indicator of brain growth.
- Understanding HC's association with neurodevelopment is crucial for early identification of potential issues.
Purpose of the Study:
- To investigate the relationship between prenatal, newborn, and postnatal head circumference (HC) and neurodevelopmental outcomes in preschool children.
- To assess the predictive value of prenatal head growth on later cognitive and behavioral development.
Main Methods:
- Prospective cohort study (INMA project) with 1795 children from pregnancy to preschool age.
- Standardized HC measurements during pregnancy, at birth, and at 1-1.5 and 4 years.
- Neuropsychological tests and behavioral scales administered at 5 years old.
Main Results:
- Prenatal HC and head growth showed minimal association with preschool neurodevelopment.
- Birth HC z-score positively correlated with global cognitive scores (MSCA) and showed a protective association with ADHD symptoms.
- Postnatal HC at 1-1.5 and 4 years also associated with cognitive scores and inattention symptoms.
Conclusions:
- Head circumference at birth and early childhood, rather than prenatal measurements, is associated with preschool cognitive abilities and behavior.
- Birth HC is a potential early indicator for cognitive development and ADHD symptom severity.
Abstract:
The aim of this study is to understand the association between prenatal, newborn and postnatal head circumference (HC) and preschool neurodevelopment in a large population-based birth cohort. The INMA project followed 1795 children from 12 weeks of pregnancy to preschool years. HC measurements were carried out prospectively, and following a standardized protocol during pregnancy (12, 20 and 34 weeks), birth, and child ages of 1-1.5 and 4 years old; and z-scores were further estimated. Prenatal head growth was assessed using conditional z-scores between weeks 12-20 and 20-34. Several neuropsychological tests [MSCA (cognition), CPT (attention)] and behavioral rating scales [DSM-IV-ADHD, CAST (autism), CPSCS (social competence)] were carried out during the last follow-up (5 years old). Multivariable models adjusted for family and child characteristics were applied to analyze associations between HC and neurodevelopment. In fully adjusted models, prenatal HC and head growth showed little or no associations with the neurodevelopment outcomes. Independent associations were observed between HC z-scores at birth, 1-1.5 years and 4 years and MSCA global cognitive scores and DSM-IV inattention symptoms. Specifically, z-score at birth was positively associated with general cognitive scores [β 1.22, 95% confidence interval (CI) 0.59, 1.85], and we observed a protective association with ADHD-DSM-IV total symptoms, mean ratio (MR) 0.85 (0.75, 0.96). Prenatal HC and head growth measurements gave little information about child cognitive abilities and behavior at preschool years. However, HC at birth and early childhood was positively associated with a range of neuropsychological outcomes, including protective associations with ADHD symptoms.
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