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Published on: June 20, 2020
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.
Objectives:
Limited studies consider the effect of differential item functioning (DIF) on health-related quality of life (HRQOL) comparisons between ill and health children. The objective is to assess DIF and compare HRQOL between children with special health-care needs (CSHCN) and children without needs.
Methods:
Data were collected from 1195 families of children enrolled in Florida's public insurance programs. HRQOL was measured using physical, emotional, social, and school functioning of the Pediatric Quality of Life Inventory (PedsQL). We identified CSHCN using the CSHCN Screener and assessed DIF related to CSHCN using a multiple group-multiple indicators-multiple causes method (MG-MIMIC). We assessed the impact of DIF by examining expected item/test scores and item/test information function. We tested the discrepancy between underlying HRQOL scores of both groups before and after DIF calibration (allowing parameters of DIF items to be different and DIF-free items to be the same across both groups).
Results:
Two (25%) and three items (60%) of physical and school functioning, respectively, were identified with nonuniform DIF, and two items (40%) of social functioning were identified with uniform DIF. Expected item/test scores and item/test information function suggest that the impact of DIF is minimal. Before DIF calibration, HRQOL in CSHCN was more impaired than in children without needs (effect sizes -1.04, -0.74, -0.96, and -0.98 for physical, emotional, social, and school functioning, respectively). After DIF calibration, the discrepancy was increased slightly.
Conclusions:
Although 30% of items on the PedsQL were identified with DIF related to CSHCN status, the impact of DIF is minimal.
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