I think something like this already exists in the U.S. It's called the Earned Income Tax Credit. Low income people may get a tax credit that could result in a bigger refund. Effectively, some people are getting money they woudln't be getting without working. It makes a lot of sense, imo.
https://www.irs.gov/publications/p596