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Published on: December 2, 2015
A family psychosocial risk questionnaire for use in pediatric practice
Susmita Pati1, James Guevara, Guangxiang Zhang
1Department of Pediatrics, Stony Brook Long Island Children's Hospital, State University of New York at Stony Brook, Stony Brook, NY, USA, susmita.pati@stonybrook.edu.
Insights
This study developed a 13-item psychosocial risk questionnaire for children under 36 months. This tool effectively predicts developmental screening failures, enabling targeted preventive health services for at-risk preschoolers.
Area of Science:
- Pediatric Health
- Developmental Psychology
- Biostatistics
Background:
- Identifying psychosocial risk in early childhood is crucial for timely intervention.
- Current methods may not efficiently target high-risk children for intensive services.
- A validated tool is needed to predict poor future outcomes and guide preventive care.
Purpose of the Study:
- To develop and validate a concise psychosocial risk questionnaire for children under 36 months.
- To identify children at high risk for poor developmental outcomes.
- To inform the tailoring of preventive health services based on identified risk levels.
Main Methods:
- A 52-item psychosocial risk questionnaire was administered to 2,083 families.
- Construct validity was assessed using the Ages and Stages Questionnaire (ASQ) in 1,163 children.
- An iterative model selection process identified 13 key parent-reported items for a predictive model.
Main Results:
- A 13-item questionnaire achieved a c-statistic of 0.70 in predicting ASQ failure.
- The highest risk group (score >25) had a 44.9% probability of ASQ failure, more than double the average.
- The lowest risk group had less than a 7% probability of ASQ failure.
Conclusions:
- Thirteen parent-reported items form a valid summary psychosocial risk questionnaire.
- This tool can predict developmental screening failure in preschool children.
- Further validation may allow clinicians to personalize pediatric preventive care.
Abstract:
The objective of this study is to develop new methods to better identify psychosocial risk such that children with the greatest risk of poor future outcomes receive more intensive preventive health services. Based on structured literature review and secondary data analysis, a 52-item psychosocial risk questionnaire was administered to 2,083 families of children (<36 months). To quantify the questionnaire's construct validity, developmental concern was assessed with the Ages and Stages Questionnaire version II (ASQ) [n = 1,163]. An iterative model selection process was used to produce the most parsimonious predictive model. Model fit was examined using c-statistics, the Hosmer-Lemeshow test, and a heuristic measure of model overfit based on the fitted log-likelihood values and associated number of degrees of freedom. We found 13 items easily obtained from parental report produced a regression model with a c-statistic of 0.70. Using an integer scoring system derived from the regression model, we calculated stratum specific likelihood ratios to revise a given prior probability of ASQ failure. The posterior probability of ASQ failure was 44.9 % for a child in the highest risk group (score >25) on the questionnaire, more than double our observed average failure rate of 19.5 %, while it was less than 7 % for a child with the lowest possible score on the questionnaire. Thirteen parent-reported items can be compiled into a summary psychosocial risk questionnaire that predicts failure on developmental screening among preschool children. With further validation, this questionnaire could conceivably be used by clinicians to tailor pediatric preventive care to children at varying levels of risk.
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