New Jersey has the nation's lowest percentage of ICU beds occupied by COVID-19 patients, at 7%. Pennsylvania ranks 10th best, at 14%, slightly less than half of the national rate of 31%. Alabama has the highest percentage of COVID-19 patients in ICU beds, at 58%.