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gwern comments on Political ideas meant to provoke thought - Less Wrong Discussion
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This paper references Green, Palmquist, and Schickler (2002) finding .97 correlation across surveys for party identification after correcting for methodological issues: not necessarily lifelong, but about as stable as anything I've seen in social science.
I haven't been able to find the Green paper on the open Web, though.
Green et al 2002 is a book according to the bibliography: Partisan Hearts and Minds: Political Parties and the Social Identities of Voters. No surprise it's not on the open web.
You can find it on Libgen: http://lib.freescienceengineering.org/view.php?id=557285 (If you did check Libgen and failed, I'd guess it's because you searched the full title, which fails, rather than just 'partisan hearts and minds', which succeeds; I've noticed the Libgen search engines seem to have problems with long titles and/or colons.)