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This is actually a concept that’s been studied! Our music tastes tend to form between the ages of 12-22 and stagnate from there due to nostalgia, busier lifestyles, and a reduced willingness to try newer unfamiliar music.
https://www.statsignificant.com/p/when-do-we-stop-finding-new-music
Okay so my children are gonna love my music taste, got it 😁
If you play it around them a lot growing up, then theoretically yes! I listen to a lot of old school rock thanks to my Mom