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This paper has comprehensively demonstrated why you don't roll your own anonymization (unless extremely qualified). It's pretty epic:
https://www.insidehighered.com/sites/default/files/2023-07/ejmr_paper_nber(1).pdf
... It also demonstrates that a bunch of
economists will say a lot of hateful things (sexist, racist, homophobic, and antisemetic) if they think they're anonymous. So many people are trying to get this replaced by a moderated alternative.
Paper is worth a read to drop your jaw at the terribleness of either angle. Or both.
@leak hardly surprising on either accounts. Anonymization is hard, and Econ is largely an attempt to make right wing politics technocratic and acceptable to the masses.