Do cowlings around props increase thrust?

So I saw the episode of Mythbusters the other day where they built a jetpack/personal flying machine.

1 comment that stuck with me was that cowlings (enclosure for the propellers) were supposed to increase thrust through the propellers. Anybody have e

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