Highlights • Poor sleep is associated with slow recovery from lymphopenia in COVID-19 patients. • Poor sleep is associated with increased requirement of ICU care in COVID-19 patients. • Poor sleep is associated with prolonged length of hospital stay in COVID-19 patients.