Fig. 1

53,185 surgeries were included in the sample. We excluded cases < 18 years of age, surgeries with a duration of zero minutes reflecting nerve injection procedures, ASA > 4 (incorrect assignments), and anesthesia type (epidural, IV regional, spinal)