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Attaining neurodevelopmental milestones and exposures to fine particulate matter and environmental green spaces

  • Jackline Vicent Mbishi*
  • , Esmee Bijnens
  • , Kim Holvoet
  • , Joni De Haes
  • , Alexander Lepe
  • , Els Ortibus
  • , Gunnar Naulaers
  • , Tim S. Nawrot
  • , Marlou L. A. de Kroon
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Abstract
Background Early-life environmental exposures may influence infant neurodevelopment. We examined associations
between perinatal air pollution, green space exposure, and milestone attainment during the first two years.
Methods We conducted a longitudinal population study of Flemish children born in 2018, using well-baby clinic
data (n=46,584). Outcomes were delay of six milestones within predefined windows assessed using the Dutch
version of the Denver Developmental Screener, and the exact age at two milestones. Municipality-level PM2.5,
PM10, and green space were assigned. Associations per interquartile-range (IQR) increase were estimated using
multivariable logistic and linear regression with multiple imputation.
Results PM2.5 was positively associated with delaying the milestone ‘Points at 6 body parts of a doll’ (OR=1.13,
95% CI:1.04;1.22). PM10 was positively associated with delaying the milestones ‘Says sentences of 2 words’ (OR=1.07,
95%CI:1.00;1.13), ‘Points at 6 body parts of a doll’ (OR=1.11, 95%CI:1.05;1.18), and ‘Pulls up to standing position’
(OR=1.11, 95%CI:1.02;1.22). Low green was significantly associated with a reduced odds of delaying the milestones
‘Says 2 sound-words with comprehension’ (OR=0.89, 95%CI:0.85;0.93) and ‘Pulls up to standing position’ (OR=0.87,
95%CI:0.81;0.94), and negatively associated with walking age in months (B=-0.094, 95%CI:-0.129;-0.059). High green
was negatively associated with delaying the milestones ‘Says sentences of 2 words’ (OR=0.96, 95%CI:0.94;0.99) and
‘Points at 6 body parts of a doll’ (OR=0.93, 95%CI:0.89;0.96). Total green was negatively associated with delaying the
milestones ‘Says 2 sound-words with comprehension’ (OR=0.94, 95%CI:0.88;0.99) and ‘Points at 6 body parts of a doll’
(OR=0.95, 95%CI:0.91;0.99), and also with walking age (B=-0.054, 95%CI:-0.089;-0.019).
Conclusion PM exposure was linked to delays, while green space exposure showed a protective association. These
findings support reducing PM10/PM2.5) and promoting green space exposures for child development.
Keywords Particulate matter, Green space, Developmental milestones, Neurodevelopment
Original languageEnglish
Article number41
Number of pages12
JournalEnvironmental Health
Volume25
Issue number1
DOIs
Publication statusPublished - 3 Mar 2026

Keywords

  • Developmental milestones
  • Green space
  • Neurodevelopment
  • Particulate matter

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