This is a named principle rather than a measured effect. The logic is sound, and the documented cases keep bearing it out. Trust the direction, and treat the boundaries as open.
An economist asked a question that sounds heretical: what if education is valuable to employers not mainly because of what you learn, but because of what finishing it proves? His argument, which won a Nobel prize, goes like this. Employers cannot see how capable you really are before they hire you. Ability is hidden. So they look for signals, things that are hard to fake and expensive to obtain, that only capable people can produce. A demanding degree is one such signal, not because the coursework itself makes you better at most jobs, but because completing it demonstrates you could. The signal works precisely because it is costly, and costlier for the less able. The moment a signal becomes cheap or easy to fake, it stops carrying information, and everyone has to find a new one.
People get hired for the signals of their qualities that others can actually see, rather than for the qualities themselves, and those are two different things. This matters particularly now, because artificial intelligence has made the old signals cheap to fake. A polished CV, a fluent cover letter, a rehearsed set of answers, all of these once signalled effort and ability, and all can now be generated in seconds. So the signals that still mean something are the ones that are hard to fake in real time: what someone can actually do when you watch them work, live, on a real problem. Everything else is getting easier to counterfeit by the day.
Source: Spence, Job market signaling, Quarterly Journal of Economics, 1973. Nobel prize, 2001. On signalling across education, medicine and charity: Simler and Hanson, The Elephant in the Brain, 2018.
Simler and Hanson, 2018
On signalling as a general mechanism, across education, medicine and charity, and why so much of what people do is costly proof of something they cannot simply assert.
Every Saturday, one idea worth your time, with an honest account of how far the evidence really goes and where it stops. Free, a few minutes to read, and it leaves you with questions rather than instructions.
Draw your own card. It does not take long, and it rewards taking your time.