"Although mechanistic studies support the potential effect of hand hygiene or face masks, evidence from 14 randomized controlled trials of these measures did not support a substantial effect on transmission of laboratory-confirmed influenza."

Ref: https://wwwnc.cdc.gov/eid/article/26/5/19-0994_article