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Can children's health be predicted by perinatal health?
M Gissler1, M R Järvelin, P Louhiala
1National Research and Development Centre for Welfare and Health (STAKES), Health Services Research Unit, Helsinki, Finland.
Insights
Perinatal health indicators effectively predict good childhood health but not poor outcomes. Long-term follow-up is crucial for comprehensive risk assessment in children.
Area of Science:
- Pediatrics
- Public Health
- Epidemiology
Background:
- Routine health registers can be utilized for epidemiological studies.
- Childhood health outcomes are influenced by various factors, including perinatal conditions.
Purpose of the Study:
- To evaluate the predictive accuracy of perinatal health indicators for children's health up to age 7.
- To assess the utility of routine health registers in predicting long-term child health.
Main Methods:
- A one-year cohort of 60,192 children was followed using record linkages.
- Data were sourced from the 1987 Finnish Medical Birth Register and other national/county registers.
Main Results:
- Perinatal health indicators strongly correlated with subsequent good health (85% accurate prediction).
- Prediction of poor health outcomes was not reliable; many children with perinatal problems remained healthy.
- A significant proportion of children with long-term morbidity had no reported perinatal issues.
Conclusions:
- Perinatal monitoring alone is insufficient for comprehensive risk assessment.
- Long-term follow-up studies are essential for understanding and managing childhood health trajectories.
Background:
The purpose of this paper was to investigate how well children's health until age 7 years can be predicted by perinatal outcome using routine health registers.
Methods:
Follow-up of one year cohort (N = 60192) was performed by record linkages with personal identification number. The data came from the 1987 Finnish Medical Birth Register, from six other national registers and from education registers of one county.
Results:
All perinatal health indicators showed a strong correlation with subsequent health, and prediction of good health was satisfactory: 85% of children who were healthy in the perinatal period did not have any reported health problems in early childhood, and 91% of children healthy in early childhood had been healthy in the perinatal period. However, it was not possible to predict poor health outcome: 76% of the children with reported perinatal problems were healthy in early childhood, and 87% of the children with long-term morbidity in childhood did not have any perinatal problems.
Conclusions:
Our findings suggest that in assessing risk factors and health care technology, monitoring perinatal health is not enough and long-term follow-ups are needed.