Potential for Bias in Social Needs Data Collection and Screening Activities in Health Care Settings
JAMA Health Forum 10.1001/jamahealthforum.2026.0971May 01, 2026 at 11:00 AM EDT
What are sources of bias in health-related social needs data?In this qualitative study of 20 patients and 20 health care professionals in 2 states, qualitative interviews described opportunities for sampling bias, detection bias, nonresponse bias, and misclassification bias.These findings suggest that while health-related social needs data are potentially valuable to patient care, their fitness for use in organizational decision-making, research, and health policy may need improvement.
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