Disparities in Predicted and Parent-Reported Need for Pediatric Subspecialty Care
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Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Kristin N Ray1, Sam Wittman1, Ellen A Lipstein2
1Department of Pediatrics (KN Ray, S Wittman, and ME Vajravelu), University of Pittsburgh School of Medicine, Pittsburgh, Pa.
Insights
Predicted need for subspecialty care, based on clinical factors, differs from parent reports, especially in underserved populations. This suggests predicted need may better estimate true healthcare requirements.
Area of Science:
- Pediatric Health Services Research
- Health Disparities
- Healthcare Access
Background:
- Parental perception of subspecialty care needs can be influenced by factors like primary care access and health literacy.
- Objective clinical data offers an alternative perspective on healthcare requirements.
Purpose of the Study:
- To model the predicted need for subspecialty care using objective clinical factors.
- To compare predicted need with parent-reported need and actual receipt of care across sociodemographic groups.
Main Methods:
- Utilized data from the 2022-23 National Survey of Children's Health.
- Developed a model to predict subspecialty care need based on child's age, health status, and condition severity.
- Compared predicted need, parent-reported need, and care receipt across family poverty levels, race, payer, and language.
Main Results:
- Predicted need was highest for children in families with the lowest income (<100% federal poverty level).
- Parent-reported need was lowest for families with the lowest income and highest for those with the highest income.
- Discrepancies in predicted versus reported need were observed across various sociodemographic factors, including race, payer, and family language.
Conclusions:
- Significant gaps exist between predicted and parent-reported subspecialty care needs, particularly for underserved populations.
- Predicted need may offer a more objective measure of underlying population requirements for subspecialty care.
- Addressing disparities in healthcare access is crucial for aligning reported needs with actual health requirements.
Objective:
Parent-reported need for subspecialty care has the potential to be influenced by factors such as access to primary care, supplier-induced demand, and parent health literacy. We sought to model the predicted likelihood of need for subspecialty care based on objective clinical factors, and to compare this "predicted need" to parent-reported need and actual receipt of subspecialty care across sociodemographic groups.
Methods:
The 2022-23 National Survey of Children's Health captures parent-reported need for subspecialty care. We modeled the association between parent-reported need for subspecialty care and clinical factors (child age, health status, presence and severity of specific conditions) and used this model to generate "predicted need." We compared weighted percentages of predicted need, parent-reported need, and actual receipt by family poverty level, child race, payer, and family language.
Results:
Of 90,620 unweighted children included, predicted need for subspecialty care was highest for those with lowest family income (<100% federal poverty level [FPL]) at 17.2% (95% confidence interval [CI]: 16.6-17.7%) and lowest for those with highest family income (≥400% FPL) at 15.1% (95% CI: 14.8-15.3%). In contrast, parent-reported need for subspecialty care was lowest for those with the lowest family income (12.8%, 95% CI: 11.6-14.0%) and highest for those with the highest family income (17.1%, 95% CI: 16.5-17.8%). Variation in these measures was also observed by payer, family language, and child race and ethnicity.
Conclusions:
Gaps between predicted need and parent-reported need for subspecialty care were larger for populations underserved by the US health care system. Predicted need for subspecialty care may serve as an alternative means of estimating the underlying population need for subspecialty care.
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