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Updated: Dec 29, 2025

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Sociodemographic and medical influences on neurobehavioral patterns in preterm infants: A multi-center study
Elisabeth C McGowan1, Julie A Hofheimer2, T Michael O'Shea2
1Department of Pediatrics, Brown Alpert Medical School, Women and Infants Hospital, Providence, RI, United States.
Insights
Neonatal neurobehavioral patterns in preterm infants are linked to demographic and medical factors. An atypical profile at NICU discharge indicates potential early developmental influences.
Area of Science:
- Neonatal development
- Neurobehavioral pediatrics
- Perinatal medicine
Background:
- Preterm infant neurodevelopment is influenced by medical and sociodemographic factors.
- Limited understanding exists regarding the impact of these factors on neonatal neurobehavioral patterns.
Purpose of the Study:
- To investigate associations between demographic, psychosocial, and medical risk factors and neonatal neurobehavior in very preterm infants.
Main Methods:
- A multi-center observational study (Neonatal Neurobehavior and Outcomes in Very Preterm Infants - NOVI Study) enrolled infants born <30 weeks.
- Maternal and infant variables were collected; risk indices were developed.
- Neonatal Intensive Care Unit Network Neurobehavioral Scale (NNNS) assessed neurobehavior at NICU discharge.
Main Results:
- Six NNNS behavioral profiles were identified in 679 infants.
- Atypical Profile 6 (7% of infants) showed poor attention, self-regulation, movement quality, hypertonia, and increased stress.
- Profile 6 was associated with smaller head circumference, higher rates of late sepsis, and greater prenatal demographic risk.
Conclusions:
- NNNS profiles can identify atypical neonatal behavioral patterns.
- These patterns are associated with early demographic and medical influences.
- Such behavioral patterns are observable as early as NICU discharge.
Background:
Among preterm infants, neurodevelopmental outcomes are influenced by both medical and sociodemographic factors. Less is known about the impact on these factors on neonatal neurobehavioral patterns.
Objective:
To determine associations between demographic, psychosocial and medical risk factors and neonatal neurobehavior.
Methods:
Multi-center observational study of infants born <30 weeks enrolled in the Neonatal Neurobehavior and Outcomes in Very Preterm Infants (NOVI) Study between April 2014-May 2016. Maternal medical, demographic, and psychological variables and infant medical variables were prospectively collected. Demographic, substance, psychological and medical risk indices were developed. Neurobehavioral assessment was performed using the NICU Network Neurobehavioral Scale (NNNS) at NICU discharge.
Results:
709 infants were enrolled in the NOVI study, and for 679 infants with neurobehavioral assessments, 6 NNNS behavioral profiles were calculated using latent profile analysis. Profile 6 infants (n = 47/679, 7%) were atypical, having poor attention, self-regulation and movement quality, hypertonia and increased stress signs. After adjustment for site, profile 6 infants had significantly smaller head circumferences at birth (β -0.87; -1.59, -0.14), and higher rates of late sepsis (OR 3.38; CI 1.66, 6.92) compared to Profiles 1-5 infants. There were no significant differences in other neonatal morbidities between the two groups. Profile 6 infants had a higher prenatal demographic risk score (1.46 vs 1.07;β 0.34; CI 0.06, 0.61) compared to Profiles 1-5 infants.
Conclusion:
NNNS behavioral profiles identify an atypical behavioral pattern that is associated with early influences of demographic and medical variables. Such behavioral patterns may be seen as early as NICU discharge.
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