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Updated: Jun 24, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Developing an index of educational risk from health and social characteristics known at birth
Insights
A new child health index identifies birth risk factors impacting school readiness. This index reveals significant disparities in early childhood health across racial and ethnic groups.
Area of Science:
- Public Health
- Child Development
- Educational Psychology
Background:
- Child health at birth is a critical determinant of school readiness.
- Existing data from birth certificates can be leveraged to create composite health indicators.
- Annual reporting of child health indices can inform policy and interventions.
Purpose of the Study:
- To develop a composite child health index using birth certificate data.
- To assess the index's utility in predicting children's educational outcomes.
- To identify disparities in birth-related health risks among different racial and ethnic groups.
Main Methods:
- Developed a composite index based on six prenatal and perinatal risk factors.
- Analyzed 1990 birth data to calculate the index for all births.
- Utilized the National Longitudinal Survey of Youth to link birth characteristics to later test scores.
Main Results:
- In 1990, 55% of births had no identified risk factors, while 14% had two or more.
- Significant racial and ethnic disparities were observed, with American Indian births having the highest risk burden.
- Early childhood health risks were found to predict lower reading and vocabulary scores at ages 4-5.
Conclusions:
- The developed child health index effectively measures birth-related risks relevant to educational success.
- The index highlights critical health disparities that require targeted interventions.
- Annual tracking of this index can monitor progress in child health and educational equity.
Abstract:
The goal of the work described in this report was to develop a new child health index that could be reported annually by the National Education Goals Panel for each of the 50 states, as well as for local areas. This index would serve as an indicator of health conditions at birth that relate to children's readiness to learn upon school entry. The new standard birth certificate adopted by nearly all states in 1989 contains more than a dozen items of information that are potentially useful for this purpose. The availability of these data make it possible to sum across the individual health factors to form a composite index made up of factors with demonstrated relevance to later educational performance for all children born in a given year in a given geographical area. In this paper, we describe the development of such an index. Our index consisted of six risk factors: late (third trimester) or no prenatal care, low maternal weight gain (<21 pounds), closely spaced birth (within 18 months of a previous birth to the same mother), three or more older siblings, mother smoked during pregnancy, or mother drank alcohol during pregnancy. In 1990, 55% of all births had none of these risk factors, while 14% had two or more of these risk factors. There were substantial variations by race and ethnicity on this index. American Indian births fared the worst with only 37% of such births having no risks and 28% having two or more risks. Asian births, on the other hand, had the best start on life with 62% of Asian births showing no risks and 11% showing two or more risks. To demonstrate the importance of the index to future school success, we analyzed data from the National Longitudinal Survey of Youth, predicting from birth characteristics to children's reading and vocabulary test scores at ages 4 and 5.
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