{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T09:38:20Z","timestamp":1792057100630,"version":"4.4.0"},"reference-count":36,"publisher":"Hogrefe Publishing Group","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pflege"],"published-print":{"date-parts":[[2026,8]]},"abstract":"<jats:p>Zusammenfassung: Hintergrund: Trotz technischer Fortschritte scheitert die Implementierung klinischer KI-Systeme. Partizipative Ans\u00e4tze gelten als vielversprechend, doch empirische Evidenz zu Umsetzung und Wirksamkeit fehlt. Ziel: Ziel ist die Analyse des Erkenntnispotenzials partizipativer Methoden in der Entwicklung klinischer KI-Systeme. Untersucht wird, inwiefern diese professionsspezifisches Erfahrungswissen und dokumentationsbezogene Datenpraktiken sichtbar machen und Aushandlungsprozesse unterst\u00fctzen. Methoden: Es erfolgte eine qualitative Sekund\u00e4ranalyse partizipativer Aktivit\u00e4ten im Projekt KIDELIR (Entwicklung eines KI-basierten Entscheidungsunterst\u00fctzungssystems zur Delirpr\u00e4diktion). Mittels strukturierender qualitativer Inhaltsanalyse wurden Fotodokumentationen, Beobachtungsprotokolle aus Workshops (Fallvignetten, Health Information Mapping, Gruppendiskussion, Participatory System Mapping, Theory of Change Modelling) und Workshop- und Interviewtranskripte ausgewertet. Ergebnisse: Die Formate erschlossen spezifische Wissensformen: Fallvignetten zeigten intuitive Einsch\u00e4tzungslogiken, Mapping-Methoden legten Informationsfl\u00fcsse offen und Interviews verdeutlichten professionsspezifische Anforderungen. So wurden nicht nur funktionale Erwartungen erhoben, sondern auch implizite Routinen und Datenbr\u00fcche. Schlussfolgerungen: Partizipative Formate dienen nicht nur der Anforderungserhebung, sondern auch der Reflexion kontextgebundener Wissensformen. Sie machen professionsspezifisches Wissen f\u00fcr Entwicklungsentscheidungen nutzbar, ohne direkte technische \u00dcbersetzbarkeit vorauszusetzen.<\/jats:p>","DOI":"10.1024\/1012-5302\/a001076","type":"journal-article","created":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T05:59:17Z","timestamp":1776923957000},"page":"203-213","source":"Crossref","is-referenced-by-count":1,"title":["Partizipative Prozesse in der Entwicklung von KI-Systemen im klinischen                Kontext: Eine qualitative Sekund\u00e4ranalyse"],"prefix":"10.1024","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-3675-1702","authenticated-orcid":true,"given":"Tabea","family":"Rambach","sequence":"first","affiliation":[{"name":"Institut Mensch, Technik und Teilhabe, Fakult\u00e4t                Health, Medical and Life Sciences, Hochschule Furtwangen,                   Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9610-3584","authenticated-orcid":true,"given":"Patricia","family":"Gleim","sequence":"additional","affiliation":[{"name":"Data and Web Science Group, Fakult\u00e4t f\u00fcr                Wirtschaftsinformatik und Wirtschaftsmathematik, Universit\u00e4t Mannheim,                   Deutschland"},{"name":"Human-Technology Interaction Lab, Klinik f\u00fcr                Neurochirurgie, Universit\u00e4tsklinikum Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0695-1994","authenticated-orcid":true,"given":"Carolin","family":"Heizmann","sequence":"additional","affiliation":[{"name":"Data and Web Science Group, Fakult\u00e4t f\u00fcr                Wirtschaftsinformatik und Wirtschaftsmathematik, Universit\u00e4t Mannheim,                   Deutschland"},{"name":"Human-Technology Interaction Lab, Klinik f\u00fcr                Neurochirurgie, Universit\u00e4tsklinikum Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-4862-7114","authenticated-orcid":true,"given":"Sophia","family":"M\u00e4hlmann","sequence":"additional","affiliation":[{"name":"Pflegedirektion, Stabsstelle Klinische                Pflegewissenschaft, Qualit\u00e4t und Entwicklung, Universit\u00e4tsklinikum                Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-6502-4118","authenticated-orcid":true,"given":"Alexander","family":"Ritzi","sequence":"additional","affiliation":[{"name":"Pflegedirektion, Stabsstelle Klinische                Pflegewissenschaft, Qualit\u00e4t und Entwicklung, Universit\u00e4tsklinikum                Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1932-0787","authenticated-orcid":true,"given":"Sven","family":"Ziegler","sequence":"additional","affiliation":[{"name":"Pflegedirektion, Stabsstelle Klinische                Pflegewissenschaft, Qualit\u00e4t und Entwicklung, Universit\u00e4tsklinikum                Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5538-373X","authenticated-orcid":true,"given":"Philipp","family":"Kellmeyer","sequence":"additional","affiliation":[{"name":"Data and Web Science Group, Fakult\u00e4t f\u00fcr                Wirtschaftsinformatik und Wirtschaftsmathematik, Universit\u00e4t Mannheim,                   Deutschland"},{"name":"Human-Technology Interaction Lab, Klinik f\u00fcr                Neurochirurgie, Universit\u00e4tsklinikum Freiburg, Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2238-5533","authenticated-orcid":true,"given":"Christophe","family":"Kunze","sequence":"additional","affiliation":[{"name":"Institut Mensch, Technik und Teilhabe, Fakult\u00e4t                Health, Medical and Life Sciences, Hochschule Furtwangen,                   Deutschland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"101","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1002\/nop2.1064"},{"key":"c2","doi-asserted-by":"publisher","DOI":"10.1093\/bmb\/ldab016"},{"key":"c3","doi-asserted-by":"publisher","unstructured":"Barbrook-Johnson,\n                     P. &                         Penn, A.\n                     S.  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