tl:dr; Asked 'whether a majority of D&D players are new?' - it appears not, but depending where you ask the question it might look like it.
I looked at a block of surveys going back to 2016 that asked how long people had been playing. We know that a lot of new people have joined the hobby with 5e and the question is whether so many people have joined that they now outnumber those still playing from all the previous years and editions. If this was true, then for all these surveys, we should see a majority of people who have joined since 2015 responding.
What we see is that for some groups there is indeed a majority of recently joined folk - the discord server for the DM Academy Reddit page which opened in 2020 was mostly populated by people new to the hobby, same with a 2020 Reddit survey - but both of those are rooted in Reddit. We do not see a similar effect on Facebook or Twitter-sourced polls. I would tentatively conclude this says the hobby is not yet a majority of recent joiners and still has a way to go to get there.
Key sources:
Mia Gojaks Survey of D&D 5e Facebook group users.
Elderbrain 2020 survey.
D&D Gateway survey - survey by Necropraxis.
Trygstad thesis.
Reddit ML survey.
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