Following change in Twitter's ownership and subsequent changes to content moderation policies, many in academia looked to move their discourse elsewhere and migration to Mastodon was pursued by some. Our study looks at the dynamics of this migration. Utilizing publicly available user account data, we track the posting activity of academics on Mastodon over a one year period. Our analyses reveal significant challenges sustaining user engagement on Mastodon due to its decentralized structure as well as competition from other platforms such as Bluesky and Threads. The movement lost momentum after an initial surge of enthusiasm as most users did not maintain their activity levels, and those who did faced lower levels of engagement compared to Twitter. Our findings highlight the challenges involved in transitioning professional communities to decentralized platforms, emphasizing the need for focusing on migrating social connections for long-term user engagement.

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[–] kbal@fedia.io 38 points 2 months ago (2 children)

37% of them went so far as to get a mastodon account and mention it in their twitter profile, and then maybe one third of those put some substantial effort into making it work. That's ~90% who didn't bother. In the one small-ish academic field where I followed some of the new arrivals on mastodon when they got there, it very much appeared to me that the failure had nothing to do with the decentralized nature of the platform. It was simply that the small number who made the transition did not add up to enough to form a critical mass and get the discussion going. Some few of them did give it a good try.

[–] Sl00k@programming.dev 14 points 2 months ago

As much as people around these parts despise algorithmic feeds, I suspect an algorithmic feed would've worked far better in this situation to feed all academic based content to someone immediately on account creation if they show interest/ follow peers in the field.

This would've helped the migration since they most likely don't know the accounts of the Twitter accounts posting academic content as that was algorithmically fed as well. I'm really doubtful it's a problem with decentralization, seems to me mastodon had a problem with both not having a critical mass and the content that was there wasn't easy enough to find.

[–] maegul@lemmy.ml 5 points 2 months ago

In general, this is true of the broader population as a whole. Mastodon got the size that it's an actual place (and I think this applies to lemmy/threadiverse too). But it's by no means "THE place" or even categorically a big public place. More like old-school forums that have a particular user base and vibe that you visit from time to time.

For the fediverse, the "migration" was exciting and successful, but compared to big-social, a drop in the ocean. And the biggest clue for that is that the people most excited about Threads joining the fediverse are Evan (author and lead "advocate" of ActivityPub) and Gargron (masto CEO/founder) ... they want to taste that big-social scale and know that they don't have it and likely never will.