Related Experiment Video
Updated: Jul 5, 2026

Scanning Skeletal Remains for Bone Mineral Density in Forensic Contexts
Published on: January 29, 2018
[Gaussian distribution of intelligence in VLBW preterm infants at age 5: very low correlation with very low birth
A van Baalen1, C Ross, G Kewitz
1Kinderklinik der Freien Universität, Charité - Universitätsmedizin Berlin, Campus Benjamin Franklin, Berlin.
Insights
Intelligence in very low birth weight (VLBW) infants is normally distributed at preschool age. Hypoglycemia and bronchopulmonary dysplasia are risk factors for lower intelligence, while hyperexcitability may indicate future reduction.
Area of Science:
- Neonatalogy
- Developmental Pediatrics
- Neuroscience
Context:
- Very low birth weight (VLBW) infants (<1500g) face elevated risks for developmental disorders.
- Understanding intelligence distribution and associated risk factors in VLBW infants is crucial for early intervention.
- This study investigates preschool-age intelligence in VLBW infants, moving beyond mean estimations to analyze distribution patterns.
Purpose:
- To examine the distribution of intelligence at preschool age in very low birth weight (VLBW) infants.
- To identify perinatal and postnatal risk factors associated with intelligence distribution in VLBW survivors.
- To assess the correlation between birth weight and intelligence in this vulnerable population.
Summary:
- A prospective cohort study followed 277 VLBW infants (<32 weeks gestation), assessing intelligence at age 5 using the Kaufman-Assessment Battery for Children.
- Intelligence distribution in 137 VLBW infants (60% follow-up) resembled a Gaussian curve, with slight positive correlation to birth weight.
- Significant risk factors for lower intelligence included hypoglycemia after day one, bronchopulmonary dysplasia, and hyperexcitability at discharge.
Impact:
- Preschool intelligence in VLBW infants is typically normally distributed, with minimal correlation to birth weight.
- Hypoglycemia and bronchopulmonary dysplasia are identified as significant risk factors impacting cognitive development.
- Hyperexcitability at discharge emerges as a potential indicator for later intelligence deficits, guiding targeted follow-up strategies.
Background:
Preterm infants with very low birth weight < 1500 g (VLBW) have a higher risk of developmental disorders. In addition to the common estimation of the mean intelligence values, we studied the distribution of intelligence at preschool age in VLBW infants and the risk factors influencing this distribution.
Patients And Methods:
A prospective cohort study of 277 VLBW infants < 32 weeks born in 1991-1995 and treated according to a standardized regimen in one Perinatal Center was carried out, including measurement of intelligence (Kaufman-Assessment Battery for Children) at age 5. Statistical methods employed were: explorative data analysis, correlation, chi (2)- and t-tests; the tested variables were: small for gestational age (< third percentile), perinatal acidemia (umbilical arterial pH < 7.10), perinatal hypoxia (BE < - 10), hypothermia (< 36 degrees C), hypoglycemia after the first day of life (< 30 mg / dL), bronchopulmonary dysplasia (FiO (2) > 0.21 > or = 36 weeks), intraventricular hemorrhage, ventricular dilation, periventricular leukomalacia, seizures, abnormal acoustic evoked potentials, and hyperexcitability at discharge.
Results:
The distribution of intelligence in 137 VLBW infants < 32 weeks (60 % follow-up rate) was similar to a symmetrical Gaussian bell curve. The intelligence increased very slightly with birth weight (Pearson correlation: 0.172; p = 0.045) and was significantly lower in children with hypoglycemia after the first day of life (- 13.35; 95 % confidence interval: - 20.08 to - 6.63; p = 0.002), hyperexcitability at discharge (- 16.28; 95 % confidence interval: - 25.26 to - 7.31; p = 0.005), and bronchopulmonary dysplasia (- 7.00; 95 % confidence interval - 11.71 to - 2.29; p = 0.039).
Conclusions:
At preschool age, the intelligence of VLBW infants is normally distributed and correlates only slightly with the very low birth weight. Hypoglycemia after the first day of life and bronchopulmonary dysplasia are risk factors for lower intelligence. Hyperexcitability at discharge seemed to represent a promising prognostic factor for a later intelligence reduction.
Related Concept Videos
z Scores and Area Under the Curve
Normal Distribution
Biological Influences on Intelligence
Measures of Intelligence
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this; it...
The Bell Curve
This pattern applies to many human characteristics beyond intelligence, such as height. For example, if you...
Environmental Influences on Intelligence

