Anecdotally, my wife is doing her PhD in the states and lives in a share house with 5 other people. About 2 months ago I asked her to start taking 800UI of vitamin D, partly because she's a PhD student and never leaves her room and partly because of Covid. 3 weeks ago everyone in her house contracted covid except her.