Differential item functioning in quality of life measure between children with and without special health-care needs

I-Chan Huang1, Walter L Leite, Patricia Shearer

  • 1Department of Health Outcomes and Policy, College of Medicine, University of Florida, Gainesville, FL 32610-0147, USA. ichuang@ufl.edu

Insights

Differential item functioning (DIF) minimally impacts health-related quality of life (HRQOL) comparisons between children with special health-care needs (CSHCN) and their peers. Despite some items showing DIF, overall HRQOL findings remain consistent.

Area of Science:

  • Pediatric Health Outcomes
  • Psychometrics
  • Health Services Research

Background:

  • Health-related quality of life (HRQOL) is crucial for assessing child well-being.
  • Differential item functioning (DIF) can bias comparisons between groups, such as children with special health-care needs (CSHCN) and those without.
  • Limited research exists on DIF's impact on HRQOL in pediatric populations.

Purpose of the Study:

  • To assess DIF in the Pediatric Quality of Life Inventory (PedsQL) among children with and without special health-care needs (CSHCN).
  • To compare HRQOL scores between CSHCN and non-CSHCN groups, considering the effects of DIF.

Main Methods:

  • Utilized data from 1195 families in Florida's public insurance programs.
  • Employed the multiple group-multiple indicators-multiple causes (MG-MIMIC) method to identify DIF in PedsQL items related to CSHCN status.
  • Assessed DIF impact by examining expected item/test scores and information functions, and compared HRQOL discrepancies before and after DIF calibration.

Main Results:

  • DIF was identified in 30% of PedsQL items across physical, social, and school functioning domains.
  • The overall impact of DIF on HRQOL scores was found to be minimal.
  • CSHCN consistently reported more impaired HRQOL than non-CSHCN, with slight increases in discrepancy after DIF calibration.

Conclusions:

  • Despite a notable proportion of items exhibiting DIF, its effect on HRQOL comparisons between CSHCN and non-CSHCN children is minimal.
  • The PedsQL demonstrates acceptable psychometric properties for comparing HRQOL in these groups.
  • Findings support the use of PedsQL for evaluating HRQOL disparities in pediatric populations with varying health needs.
Abstract

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