There's a trial[1] whose objective is to determine if chloroquine is actually useful early on in the infection.

With a target sample size of 3000 individuals it would have at least sufficient numbers to show if it's actually viable, helps a little, or does not help at all.

[1] https://clinicaltrials.gov/ct2/show/NCT04308668?term=hydroxy...