Which is pretty anti-social if one is out in public. Round here though it seems to have peaked a while ago - mostly people are now plugged in, hopefully because they realised nobody else wanted to listen to their music, and they didn’t want to listen to anyone else’s, in turn.
Mind you, the funniest thing I saw recently was … well, you know how some people hold their phone horizontally flat in front of their mouth with the speakerphone on (amazing how many people do not realise how effective microphones are - I mean, if you want to talk a few millimetres from the mic, just use it like a phone and not a speakerphone) - well this guy I saw was holding his phone horizontally flat at the side of his head sticking out sideways from his ear, on speakerphone. I guess he’d figured out the mic worked even at that distance from his mouth, but I still couldn’t fathom why if he wanted the sound source right in his ear, he couldn’t just - again - use it like a phone! But no, we all had to listen to both ends of his conversation, too.
And my sample is different because I am not of around your age and nor were the people in my office (a much wider age range). But those I observe out and about with earbuds in are typically much younger - it is less common to see older people with earbuds in, in public, round here.
Noise pollution is a real thing and as @oldtaku said - they’ll never do it elegantly. So I’d prefer to err on the side of “No. Just no.”