Sociodemographic factors and health-related, neuropsychological, and psychosocial functioning in youth with spina bifida.

The study relied heavily on parent and teacher report for attention and executive function, which may be subject to bias or lower expectations for youth from sociodemographically at-risk backgrounds. Data on urinary tract infections and BMI were based on parent report or medical charts, which may not always be accurate. The study did not include a comparison group of typically developing youth or youth with other disabilities, so it is unclear if these findings are unique to spina bifida. Sociodemographic factors were dichotomized into risk and non-risk categories, which may oversimplify complex social determinants of health. Attrition and missing data reduced the sample size for some analyses, limiting statistical power.

Do not assume that youth with spina bifida from lower-income or minority backgrounds have worse attention or executive function skills. The study found these groups were reported to have fewer problems, which may reflect reporting bias or different expectations rather than true clinical superiority.