Assessing the Association of Physician and Specialist Maldistribution with Out-of-hospital Cardiac Arrest Outcomes: Implications for Regulatory Policy

Paradoxically, the unevenly distributed specialist distribution indices did not reflect their relevant outcomes, despite their direct involvement in the specific outcomes. Therefore, our findings call into question the validity of policies aimed at correcting the total number of physicians without considering the impact of specialists on healthcare outcomes.