Is Losing Your Sense Of Smell And Taste The First Sign Of Covid-19? More Research Says Yes. According to a new study, two-thirds of people admitted to the hospital with Covid-19 reported losing their sense of smell and taste and almost a quarter of them said it was their first symptom.