Open-access commentary from JAMA Network examines trends in the rural-urban distribution of clinicians through the federal National Health Service Corps, proposing that the persistent gap should be addressed with policies more purposefully tailored to rural areas. The authors reference new data about the number and distribution of NHSC clinicians reported in cross-sectional study also published in JAMA Network this week.