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A three-year UBI study done in Germany shows that a guaranteed monthly check increased labor market exploration and increased work satisfaction.
(www.pilotprojekt-grundeinkommen.de)
I don't fully agree with whom you're arguing with. But I will point out we've seen many markets and producers like eggs or rent - Colluding to raise prices in a similar manner.