BACKGROUND: COVID-19 virus has caused the world's deadliest pandemic. Early April 2020, the Delhi Government made it compulsory for people to wear face masks while going outdoors to curb disease spread. Prolonged use of surgical masks during the pandemic has been reported to cause many adverse effects. Intermittent hypoxia has been shown to activate erythropoietin (EPO leading to increased hemoglobin mass. AIM: To analyze whether face mask induced intermittent hypoxia has any effect on the hemoglobin levels of healthy blood donors. MATERIALS AND METHODS: We retrospectively analyzed donor data from 1st July 2019-31st December 2020 for hemoglobin distribution across hemoglobin ranges and donor deferral on basis of hemoglobin. Study population was divided into two cohorts Group 1- (1st July 2019-31 st March 2020): before implementation of mandatory face masks Group 2- (1st April 2020-31 st December 2020): after implementation of mandatory face masks RESULTS: Mean Hb of blood donors in Group 2 (15.01 +/- 1.1 g/dl) was higher than Group1 (14.49 +/- 1.15 g/dl), (p < 0.0001). 47.1 % group2 donors had Hb of 16.1-18 g/dl compared to group1 (38.4 %). 52.9 % group 2 donors had Hb between 12.5-15 g/dl compared to 61.6 % Group 1 (p < 0.05). Deferral due to anemia was lesser in group 2 compared to group 1 (p < 0.00001). Group 2 had significantly higher deferral due to high Hb (>18 gm/dl) was than Group 1 (p = 0.0039). CONCLUSION: This study including 19504 blood donors spanning over one and a half year shows that prolonged use of face mask by blood donors may lead to intermittent hypoxia and consequent increase in hemoglobin mass.