While interests and tastes change over time, people who still listen to the same music they loved in their 20s usually have 11 distinct personality traits.

Jay-Z once famously rapped, “30 is the new 20.” On the Dr. Dre-produced “30 Something,” the line was partly Jay grappling with aging in a young man’s game and partly a rationale for being 36 and still ...