{"id":1008,"date":"2026-03-13T23:28:16","date_gmt":"2026-03-13T22:28:16","guid":{"rendered":"http:\/\/www.ingmar-hagemann.de\/wordpress\/?p=1008"},"modified":"2026-03-13T23:28:16","modified_gmt":"2026-03-13T22:28:16","slug":"dunivin-scaling-hermeneutics-a-guide-to-qualitative-coding-with-llms-for-reflexive-content-analysis","status":"publish","type":"post","link":"http:\/\/www.ingmar-hagemann.de\/wordpress\/dunivin-scaling-hermeneutics-a-guide-to-qualitative-coding-with-llms-for-reflexive-content-analysis\/","title":{"rendered":"Dunivin, Scaling hermeneutics a guide to qualitative coding with LLMs for reflexive content analysis"},"content":{"rendered":"\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h6 class=\"wp-block-heading\">Zentrale Argumentation \/ Zitate<\/h6>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Rather than positioning LLM-assisted coding as a replacement for manual methods, it is more productive to conceive it as complementary. Leveraging the strengths of both human and machine renders a hybrid paradigm balancing efficiency with hermeneutic depth. This approach retains the core principles of qualitative inquiry\u2014reflexivity, subjectivity, and theory-grounded rigor\u2014while extending the analytic scope to accommodate increasingly complex and voluminous datasets. (6)<\/p>\n<\/blockquote>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading\">Ausf\u00fchrliche Quellenangabe<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>Dunivin, Z.O. Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis. EPJ Data Sci. 14, 28 (2025). https:\/\/doi.org\/10.1140\/epjds\/s13688-025-00548-8<\/code><\/pre>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading\">Schlagw\u00f6rter<\/h6>\n\n\n<div class=\"taxonomy-post_tag wp-block-post-terms\"><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/tag\/ai-ki\/\" rel=\"tag\">AI \/ KI<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/tag\/ai-ki-und-diskursanalyse\/\" rel=\"tag\">AI \/ KI und Diskursanalyse<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/tag\/codebooks\/\" rel=\"tag\">Codebooks<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/tag\/llms\/\" rel=\"tag\">LLMs<\/a><\/div>\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading\">Einsortiert in folgende Lekt\u00fcrelisten<\/h6>\n\n\n<div class=\"taxonomy-category wp-block-post-terms\"><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/category\/ai-ki-und-diskursanalyse\/\" rel=\"tag\">AI \/ KI und Diskursanalyse<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/category\/diskursanalyse\/\" rel=\"tag\">Diskursanalyse<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"http:\/\/www.ingmar-hagemann.de\/wordpress\/category\/qualitative-methoden\/\" rel=\"tag\">Qualitative Methoden<\/a><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Zentrale Argumentation \/ Zitate Rather than positioning LLM-assisted coding as a replacement for manual methods, it is more productive to conceive it as complementary. Leveraging the strengths of both human and machine renders a hybrid paradigm balancing efficiency with hermeneutic depth. This approach retains the core principles of qualitative inquiry\u2014reflexivity, subjectivity, and theory-grounded rigor\u2014while extending [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[284,238,248],"tags":[286,287,289,290],"class_list":["post-1008","post","type-post","status-publish","format-standard","hentry","category-ai-ki-und-diskursanalyse","category-diskursanalyse","category-qualitative-methoden","tag-ai-ki","tag-ai-ki-und-diskursanalyse","tag-codebooks","tag-llms"],"_links":{"self":[{"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/posts\/1008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/comments?post=1008"}],"version-history":[{"count":1,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/posts\/1008\/revisions"}],"predecessor-version":[{"id":1009,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/posts\/1008\/revisions\/1009"}],"wp:attachment":[{"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/media?parent=1008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/categories?post=1008"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.ingmar-hagemann.de\/wordpress\/wp-json\/wp\/v2\/tags?post=1008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}