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{ "pk": 29185, "title": "Consequential Consensus: A Decade of Online Discourse about Same-sexMarriage", "subtitle": null, "abstract": "Framing issues as matters of non-negotiable values can increase the perceived intractability of debates. Focusing on theconcrete consequences of policies instead can facilitate conflict resolution. Using a topic model of Reddit commentsfrom January 2006 to September 2017, we show that the contribution of certain topics concerned with protected val-ues to the debate increased prior to the emergence of a public consensus in support of same-sex marriage and declinedafterwards. These topics related to religious arguments and freedom of opinion. In contrast, discussion of certain con-crete consequences (the impact of politicians stances and policy implications) showed the opposite pattern, their increasedprominence coinciding with improved public support for same-sex marriage after 2012. Our results reinforce the mean-ingfulness of protected values and consequentialism as relevant dimensions for describing public discourse and highlightthe usefulness of unsupervised machine learning methods in tackling questions about social attitude change.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Member Abstracts", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/73x1r54h", "frozenauthors": [ { "first_name": "Babak", "middle_name": "", "last_name": "Hemmatian", "name_suffix": "", "institution": "Brown University", "department": "" }, { "first_name": "Sabina", "middle_name": "", "last_name": "Sloman", "name_suffix": "", "institution": "Carnegie Mellon University", "department": "" }, { "first_name": "Uriel", "middle_name": "", "last_name": "CohenPriva", "name_suffix": "", "institution": "Brown University", "department": "" }, { "first_name": "Steven", "middle_name": "", "last_name": "Sloman", "name_suffix": "", "institution": "Brown University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2019-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/29185/galley/19056/download/" } ] }