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Notice that the regression can be rewritten as:
> hours_lost ~ Dummy_for(Thinks they need some kind of healthcare) + Dummy_for(Thinks they need some kind of healthcare)\*Dummy_for(Is receiving the mental healthcare they think they need).
> And that Dummy_for(Thinks they need some kind of healthcare) ~ Dummy(Has a mental condition)
hours_lost ~ Dummy_for(Thinks they need some kind of healthcare) + Dummy_for(Thinks they need some kind of healthcare)\*Dummy_for(Is receiving the mental healthcare they think they need).
And that Dummy_for(Thinks they need some kind of healthcare) ~ Dummy(Has a mental condition)
If this was fully rigorous, giving people "the mental healthcare they need" would reduce hours lost per two weeks from 10.3071 to 7.7986, that is, a difference of 2.5 hours per two weeks, or 1.25 hours per week. Results are similar if we:
- ask instead "How satisfied are you with the mental healthcare you've received?"