[{"publication_identifier":{"eisbn":["978-3-948571-19-1"]},"conference":{"name":"2026 Kleinheubach Conference","location":"Miltenberg, Germany"},"_id":"7265","date_updated":"2026-11-09T12:12:16Z","publisher":"IEEE","year":"2026","doi":"10.23919/IEEECONF72572.2026.11743278","page":"1-4","status":"public","user_id":"231260","department":[{"_id":"102"}],"author":[{"full_name":"Halbe, Mirko","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-5976-1507/work/232659772","last_name":"Halbe","id":"231713","first_name":"Mirko","orcid":"0009-0000-5976-1507"},{"orcid":"0000-0001-7203-7396","full_name":"Battermann, Sven","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7203-7396/work/232659773","id":"219522","first_name":"Sven","last_name":"Battermann"}],"title":"Analysis and Simulation of a Broadband TEM Horn Antenna for Resonance-Based Object Classification","type":"conference","publication_status":"published","publication":"2026 Kleinheubach Conference","related_material":{"record":[{"id":"7266","relation":"later_version","status":"private"}]},"language":[{"iso":"eng"}],"date_created":"2026-11-09T11:52:54Z"},{"_id":"7153","urn":"urn:nbn:de:hbz:bi10-71539","conference":{"name":"31st IEEE International Conference on Emerging Technologies and Factory Automation","location":"Västerås, Sweden","start_date":"2026-09-08","end_date":"2026-09-11"},"status":"public","doi":"10.1109/ETFA68377.2026.11725287","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"year":"2026","publisher":"IEEE","date_updated":"2026-11-06T08:32:15Z","publication":"Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation","type":"conference","user_id":"246560","department":[{"_id":"102"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-7284-6531/work/226345774","full_name":"Schulze, Jan-Philipp","first_name":"Jan-Philipp","id":"235565","last_name":"Schulze","orcid":"0009-0003-7284-6531"},{"full_name":"Wette, Philip","id":"246560","first_name":"Philip","last_name":"Wette"}],"title":"Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming","date_created":"2026-09-10T18:23:11Z","language":[{"iso":"eng"}]},{"file":[{"date_updated":"2026-11-02T14:31:29Z","file_id":"7261","creator":"chuppert","date_created":"2026-11-02T14:31:29Z","file_name":"Projekt-MITMISCHEN_Starke-Interessenvertretung-im-Verein_TH4-26_LS_4.pdf","file_size":270007,"content_type":"application/pdf","relation":"main_file","success":1,"access_level":"open_access"}],"language":[{"iso":"eng"}],"date_created":"2026-10-13T10:24:28Z","user_id":"233099","title":"Starke Interessenvertretung im Verein. Ergebnisse aus dem Projekt „Mit:mischen“ der Lebenshilfe Köln","department":[{"_id":"105"}],"author":[{"full_name":"Huppert, Christian","last_name":"Huppert","id":"233099","first_name":"Christian"}],"type":"journal_article","file_date_updated":"2026-11-02T14:31:29Z","publication":"Beitrag in leichter Sprache. Eine Fassung in wissenschaftlicher Sprache ist in der Zeitschrift Teilhabe (4/2026) erschienen. ","date_updated":"2026-11-05T19:47:40Z","oa":"1","year":"2026","doi":"10.57720/7208","status":"public","has_accepted_license":"1","urn":"urn:nbn:de:hbz:bi10-72083","_id":"7208"},{"type":"book_chapter","user_id":"220548","title":"Von der KI-Plattform zur dialogfähigen Intelligenz: Die Zukunft industrieller Prognosen","author":[{"orcid":"0000-0003-0616-1027","first_name":"Christoph","id":"264138","last_name":"Weisser","full_name":"Weisser, Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/231043426"}],"publication":"Künstliche Intelligenz und Data Science in Theorie und Praxis: Von klassischen Algorithmen zu Generativer KI und Agentic AI  Konzepte und Realisierung in Unternehmen","date_created":"2026-10-23T12:54:30Z","language":[{"iso":"ger"}],"publication_identifier":{"isbn":["978-3-662-73473-5"],"eisbn":["978-3-662-73474-2"]},"_id":"7227","year":"2026","publisher":"Springer","editor":[{"full_name":"Gillhuber, Andreas","first_name":"Andreas","last_name":"Gillhuber"},{"full_name":"Kauermann, Göran","last_name":"Kauermann","first_name":"Göran"},{"last_name":"Hauner","first_name":"Wolfgang","full_name":"Hauner, Wolfgang"}],"date_updated":"2026-11-04T11:41:24Z","status":"public","doi":"10.1007/978-3-662-73474-2_26"},{"keyword":["Künstliche Intelligenz","Professional Service Firms","Wirtschaftsprüfung","Rechtsberatung","Unternehmensberatung","Personalberatung","Geschäftsmodelltransformation","Future Skills","Automatisierung","Business Model Canvas"],"abstract":[{"text":"Der Beitrag untersucht die Auswirkungen von Digitalisierung und Künstlicher Intelligenz (KI) auf die Geschäftsmodelle von Professional Service Firms (PSF). Unter Anwendung des Business Model Canvas werden sowohl klassische Teilbranchen (Wirtschaftsprüfung, Rechtsberatung) als auch Neo-PSFs (Unternehmens- und Personalberatung) analysiert. Auf Basis eines Mixed-Methods-Ansatzes aus einer systematischen Literaturanalyse sowie ergänzenden Experteninterviews wird eine branchenübergreifende Verschiebung von reiner Wissensintensität hin zu Datenintensität nachgewiesen. Das Wertversprechen verlagert sich dabei von der manuellen Problemlösung hin zu datengetriebenen Analysen und strategischer Beratung. Traditionelle Abrechnungsmodelle nach Stundensätzen werden zunehmend durch Festpreise, Abonnements oder wertbasierte Honorare ergänzt. Während regulatorische Rahmenbedingungen klassische PSFs vor einer zu raschen Disruption schützen, zeigen Neo-PSFs eine deutlich höhere Transformationsdynamik. Als zentrale Handlungsempfehlung wird die Entwicklung „hybrider Professionals“ hervorgehoben, die fachliche Expertise mit digitalen Zukunftskompetenzen vereinen, um den veränderten Markt- und Ausbildungsanforderungen gerecht zu werden. ","lang":"ger"}],"quality_controlled":"1","language":[{"iso":"ger"}],"date_created":"2026-10-07T14:39:35Z","title":"AI or die?! Auswirkungen von Digitalisierung und Künstlicher Intelligenz auf die Geschäftsmodelle von Professional Service Firms","user_id":"220548","author":[{"full_name":"Kampe, Tim","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/231378211","last_name":"Kampe","first_name":"Tim","id":"222105","orcid":"0000-0003-1217-1360"},{"full_name":"Haas, Christian","first_name":"Christian","last_name":"Haas"}],"type":"book_chapter","publication_status":"published","place":"Wiesbaden","publication":"Technologie und Organisation. Evidenzbasierte und praxistaugliche Impulse für eine gelungene Transformation","date_updated":"2026-11-04T11:38:35Z","publisher":"Springer Gabler","editor":[{"full_name":"Reindl, Cornelia","last_name":"Reindl","first_name":"Cornelia"},{"first_name":"Bernhard","last_name":"Wecke","full_name":"Wecke, Bernhard"},{"first_name":"Ulrich","last_name":"Irnich","full_name":"Irnich, Ulrich"}],"year":"2026","page":"251-284","doi":"10.1007/978-3-658-51511-9_14","status":"public","publication_identifier":{"eisbn":["978-3-658-51511-9"],"isbn":["978-3-658-51510-2"]},"_id":"7195"},{"publication_status":"published","type":"conference","user_id":"220548","series_title":"Oncology Research Treatment","title":"Source-grounded Retrieval-augmented AI for Semantic Search in Oncology Clinical Trial Protocols: Pilot Evaluation of  Onko-Expert AI ","author":[{"first_name":"Muhannad","last_name":"Darkazanli","full_name":"Darkazanli, Muhannad"},{"last_name":"Bäumer","first_name":"Frederik","id":"241734","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-0826-0144/work/231398665","full_name":"Bäumer, Frederik","orcid":"0000-0002-0826-0144"},{"orcid":"0009-0006-7805-1512","last_name":"Schmidtmann","id":"232783","first_name":"Achim","full_name":"Schmidtmann, Achim","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-7805-1512/work/231398667"},{"first_name":"Johanna","last_name":"Brune","full_name":"Brune, Johanna"},{"last_name":"Gaska","first_name":"Tobias","full_name":"Gaska, Tobias"}],"department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"publication":"Oncology Research and Treatment","intvolume":"        49","date_created":"2026-10-27T13:48:54Z","language":[{"iso":"eng"}],"conference":{"name":"Jahrestagung der Deutschen, Österreichischen und Schweizerischen Gesellschaften für Hämatologie und Medizinische Onkologie","start_date":"2026-10-09","location":"Wien","end_date":"2026-10-12"},"publication_identifier":{"eissn":["2296-5262"],"issn":["2296-5270"]},"_id":"7245","year":"2026","volume":49,"publisher":"S. Karger AG","editor":[{"full_name":"de Wit, Maike","last_name":"de Wit","first_name":"Maike"},{"last_name":"Wolf","first_name":"Dominik","full_name":"Wolf, Dominik"}],"date_updated":"2026-11-04T07:41:32Z","status":"public","doi":"10.1159/ort/aecag001","page":"72","issue":"Suppl. 2"},{"intvolume":"        32","main_file_link":[{"open_access":"1"}],"date_created":"2026-10-28T13:18:47Z","language":[{"iso":"eng"}],"publication_status":"published","type":"journal_article","user_id":"220548","author":[{"full_name":"Krieger, Philipp","last_name":"Krieger","first_name":"Philipp","id":"242950"},{"full_name":"Castrup, Jan Philipp","first_name":"Jan Philipp","last_name":"Castrup"},{"orcid":"0000-0001-6141-9874","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6141-9874/work/232176637","full_name":"Hamelmann, Frank","first_name":"Frank","id":"208487","last_name":"Hamelmann"},{"last_name":"Ries","id":"243082","first_name":"Angela","full_name":"Ries, Angela"}],"title":"Application and analysis of sol–gel coatings on surface-structured PA6 plastic substrates","publication":"Results in Materials","volume":32,"year":"2026","oa":"1","publisher":"Elsevier BV","date_updated":"2026-11-04T07:01:18Z","status":"public","doi":"10.1016/j.rinma.2026.101061","publication_identifier":{"issn":["2590-048X"]},"article_number":"101061","_id":"7252"},{"publication_status":"published","type":"conference","department":[{"_id":"103"}],"user_id":"220548","title":"Formerly Recycled Pellworm Island Modules: A 3rd Life Opportunity","author":[{"full_name":"Wambach, Karsten","first_name":"Karsten","last_name":"Wambach"},{"first_name":"Tom","last_name":"Reiling","full_name":"Reiling, Tom"},{"full_name":"Fislake, Malte","first_name":"Malte","last_name":"Fislake"},{"full_name":"Kopecek, Radovan","first_name":"Radovan","last_name":"Kopecek"},{"last_name":"Harney","first_name":"Rudolf","full_name":"Harney, Rudolf"},{"first_name":"Malte","id":"243116","last_name":"Wesenberg","full_name":"Wesenberg, Malte"},{"id":"233154","first_name":"Anna Katharina","last_name":"Schnatmann","full_name":"Schnatmann, Anna Katharina"}],"place":"München","publication":"43rd European Photovoltaic Solar Energy Conference and Exhibition - Proceedings of the International Conference","main_file_link":[{"url":"https://userarea.eupvsec.org/proceedings/EU-PVSEC-2026/5dv.2.37","open_access":"1"}],"date_created":"2026-10-30T10:02:18Z","language":[{"iso":"eng"}],"conference":{"end_date":"2026-09-18","start_date":"2026-09-14","location":"Rotterdam, Niederlande","name":"43rd European Photovoltaic Solar Energy Conference and Exhibition"},"publication_identifier":{"isbn":["3-936338-94-9"]},"article_number":"020445","_id":"7255","oa":"1","year":"2026","publisher":"WIP Renewable Energies","date_updated":"2026-11-04T06:56:37Z","corporate_editor":["WIP Renewable Energies"],"status":"public","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"doi":"10.4229/EUPVSEC2026/5DV.2.37"},{"language":[{"iso":"eng"}],"date_created":"2026-10-30T10:23:29Z","main_file_link":[{"url":"https://userarea.eupvsec.org/proceedings/EU-PVSEC-2026/3AV.1.26/","open_access":"1"}],"type":"conference","publication_status":"published","author":[{"full_name":"Pfeiffer, Oliver","last_name":"Pfeiffer","first_name":"Oliver"},{"full_name":"Schnatmann, Anna Katharina","first_name":"Anna Katharina","id":"233154","last_name":"Schnatmann"},{"last_name":"Carrasco","first_name":"Francisco Antonio","full_name":"Carrasco, Francisco Antonio"},{"full_name":"Spreng, Thomas David","first_name":"Thomas David","last_name":"Spreng"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/231721577","full_name":"Schwenzfeier-Hellkamp, Eva","id":"72528","first_name":"Eva","last_name":"Schwenzfeier-Hellkamp","orcid":"0000-0002-3020-1343"},{"last_name":"Meilinger","first_name":"Stefanie","full_name":"Meilinger, Stefanie"},{"full_name":"May, Johanna","first_name":"Johanna","last_name":"May"},{"last_name":"Blieske","first_name":"Ulf","full_name":"Blieske, Ulf"}],"title":"Applying Established Repairability Scoring Methods to PV Junction Boxes: A Comparative Case Study of a Novel and Two Commercial Designs","user_id":"220548","department":[{"_id":"103"}],"place":"München","publication":"43rd European Photovoltaic Solar Energy Conference and Exhibition - Proceedings of the International Conference","publisher":"WIP Renewable Energies","oa":"1","year":"2026","corporate_editor":["WIP Renewable Energies"],"date_updated":"2026-11-04T06:51:03Z","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"doi":"10.4229/EUPVSEC2026/3AV.1.26","status":"public","conference":{"end_date":"2026-09-18","start_date":"2026-09-14","location":"Rotterdam, Niederlande","name":"43rd European Photovoltaic Solar Energy Conference and Exhibition"},"publication_identifier":{"isbn":["3-936338-94-9"]},"_id":"7256","article_number":"020102"},{"doi":"10.3384/ecp22331","has_accepted_license":"1","date_updated":"2026-11-04T06:45:43Z","year":"2026","oa":"1","volume":223,"publisher":"Linköping University Electronic Press","_id":"7257","publication_identifier":{"eisbn":["978-91-8118-699-4"]},"conference":{"end_date":"2026-09-22","location":"Hangzhou, China","start_date":"2026-09-20","name":"Asian Modelica & FMI Conference"},"abstract":[{"lang":"eng","text":"Solving inverse static initialization problems, in which the outputs of a process are prescribed, is often more numerically challenging than solving direct initialization problem, where inputs are fixed instead. This paper proposes the introduction of a new initialSimplified() operator in Modelica, which allows to solve inverse problems with the same reliability as direct problems, using an intuitive, straightforward Modelica formulation. The proposed solution can be trivially implemented in Modelica tools and will be 100% portable among them, once the new operator is standardized. The usefulness of the proposed approach is demonstrated on a conceptual thermal power generation plant model."}],"language":[{"iso":"eng"}],"file":[{"date_updated":"2026-10-31T13:55:33Z","file_id":"7258","creator":"phannebohm","date_created":"2026-10-31T13:55:33Z","file_size":413909,"file_name":"AMFC2026_paper_T1S2P1.pdf","content_type":"application/pdf","relation":"main_file","success":1,"access_level":"open_access"}],"series_title":"Linköping Electronic Conference Proceedings","title":"Robust solution of inverse static problems in Modelica: the case for the initialSimplified() operator","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"publication_status":"published","file_date_updated":"2026-10-31T13:55:33Z","status":"public","page":" 31-38 ","editor":[{"full_name":"Sjölund , Martin ","last_name":"Sjölund ","first_name":"Martin "},{"full_name":"Zimmer , Dirk ","last_name":"Zimmer ","first_name":"Dirk "}],"urn":"urn:nbn:de:hbz:bi10-72570","quality_controlled":"1","main_file_link":[{"open_access":"1","url":"https://ecp.ep.liu.se/index.php/modelica/article/view/1653"}],"date_created":"2026-10-31T14:00:35Z","intvolume":"       223","keyword":["Modelica language","initialization","homotopy","convergence problems"],"publication":"Proceedings of the Asian Modelica & FMI Conference Hangzhou, China, September 20-22, 2026","author":[{"last_name":"Casella","first_name":"Francesco","full_name":"Casella, Francesco"},{"full_name":"Hannebohm, Philip","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-8902-9079/work/231825701","first_name":"Philip","id":"221456","last_name":"Hannebohm","orcid":"0009-0003-8902-9079"},{"last_name":"De Pascali","first_name":"Matteo Luigi ","full_name":"De Pascali, Matteo Luigi "}],"department":[{"_id":"103"}],"user_id":"220548","type":"conference"},{"publisher":"Beltz Juventa","editor":[{"full_name":"Diederichs, Tamara","last_name":"Diederichs","first_name":"Tamara"},{"first_name":"Katharina","last_name":"Desoye","full_name":"Desoye, Katharina"}],"year":"2026","oa":"1","date_updated":"2026-11-04T06:31:48Z","has_accepted_license":"1","edition":"1","doi":"10.3262/978-3-7799-9478-7","status":"public","publication_identifier":{"isbn":["978-3-7799-9478-7"]},"_id":"7228","urn":"urn:nbn:de:hbz:bi10-72282","file":[{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","creator":"hknauf","date_created":"2026-10-24T04:47:22Z","file_size":240714,"file_name":"Förster_Knauf_2026.pdf","file_id":"7229","date_updated":"2026-10-24T04:47:22Z"}],"keyword":["Transfer","Kindheitspädagogik","Studierende","Studium","Kita","Kinder"],"language":[{"iso":"ger"}],"date_created":"2026-10-24T04:49:05Z","main_file_link":[{"open_access":"1","url":"https://beltz.de/fachmedien/erziehungswissenschaft/transfer-in-paedagogik-und-erziehungswissenschaft-ii/BEL449478"}],"quality_controlled":"1","type":"book_chapter","file_date_updated":"2026-10-24T04:47:22Z","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"publication_status":"published","user_id":"220548","author":[{"orcid":"0000-0002-7690-6218","id":"241511","first_name":"Helen","last_name":"Knauf","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7690-6218/work/231979559","full_name":"Knauf, Helen"},{"last_name":"Förster","first_name":"Milena Michelle","id":"253904","full_name":"Förster, Milena Michelle"}],"department":[{"_id":"105"}],"title":"Transfer als gegenseitiger Lernprozess: Studierende als Akteur:innen des Transfers","place":"Weinheim","publication":"Transfer in Pädagogik und Erziehungswissenschaft II "},{"publication_identifier":{"isbn":["978-3-8474-3430-6"]},"_id":"7262","year":"2026","publisher":"Barbara Budricj","editor":[{"last_name":"Andreas","first_name":"Lange","full_name":"Andreas, Lange"},{"full_name":"Claudia, Zerle-Elsäßer","last_name":"Claudia","first_name":"Zerle-Elsäßer"},{"full_name":"Thomas, Naab","last_name":"Thomas","first_name":"Naab"},{"first_name":"Langmeyer","last_name":"Alexandra","full_name":"Alexandra, Langmeyer"}],"date_updated":"2026-11-02T15:04:16Z","edition":"1","status":"public","page":"169-182","publication_status":"published","type":"book_chapter","author":[{"first_name":"Helen","id":"241511","last_name":"Knauf","full_name":"Knauf, Helen","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7690-6218/work/231979557","orcid":"0000-0002-7690-6218"}],"user_id":"241511","title":"Alte Vorstellungen, neue Kanäle: Selbstpräsentationeen von Müttern auf Instagram","department":[{"_id":"105"}],"publication":" Familie, Medien, Digitalisierung Theoretische und empirische Beiträge für Forschung und Lehre","place":"Opladen Berlin Toronto","keyword":["Familie","Social Media","Mütter","Instagram"],"date_created":"2026-11-02T15:03:42Z","language":[{"iso":"ger"}],"quality_controlled":"1","abstract":[{"text":"Digitale soziale Netzwerke wie Facebook oder Instagram sind heute ein selbst-verständlicher Bestandteil des Alltags für viele Menschen in Deutschland. 2021 nutzten 63 % der 25- bis 44-Jährigen soziale Netzwerke im Internet (Destatis 2022), Menschen einer Altersgruppe also, die für Familiengründung und Elternschaft entscheidend ist. Soziale Netzwerke werden zu einer wichti-gen Ressource für Eltern, insbesondere Mütter: für Information über elternspe-zifische Themen (Moon et al. 2019), zum Austausch mit anderen Personen in derselben Situation (Pehora 2015) sowie zur Präsentation der eigenen Aktivi-täten (Duttweiler/Passoth 2016). Oftmals geht es auch um sehr spezifische Fra-gen und Anliegen wie das Stillen (Locatelli 2017; Wagg/Callanan/Hasset 2019), den Umgang mit unfreiwilliger Kinderlosigkeit (Stenström 2020) oder Verlust und Trauer (Thimm/Nehls 2017).","lang":"ger"}]},{"publication_identifier":{"eissn":["2817-1705"]},"_id":"7159","date_updated":"2026-10-28T11:50:44Z","volume":5,"year":"2026","oa":"1","publisher":"JMIR Publications Inc.","status":"public","doi":"10.2196/94589","page":"e94589-e94589","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"},{"_id":"72dfeb62-b436-11ed-9513-f39505d26204","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"}],"user_id":"242294","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/226873432","full_name":"Jagemann, Inga","last_name":"Jagemann","id":"252878","first_name":"Inga","orcid":"0000-0002-3468-3423"},{"first_name":"Justin","id":"247397","last_name":"Baudisch","full_name":"Baudisch, Justin","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5565-0228/work/226873433","orcid":"0000-0001-5565-0228"},{"orcid":"0000-0001-7425-8766","last_name":"Jungeblut","first_name":"Thorsten","id":"242294","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/226873434","full_name":"Jungeblut, Thorsten"},{"first_name":"Günter W","last_name":"Maier","full_name":"Maier, Günter W"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/226873436","full_name":"Hirschfeld, Gerrit","id":"234690","first_name":"Gerrit","last_name":"Hirschfeld","orcid":"0000-0003-2143-4564"}],"title":"Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis","publication_status":"published","type":"journal_article","publication":"JMIR AI","intvolume":"         5","abstract":[{"text":"Background: Smart home technology powered by AI can detect anomalies and make emergency calls, enabling residents to live safely and independently. However, the adoption of such technologies for medical emergency detection remains limited.\r\n\r\nObjective: This study aimed to explore consumer preferences for AI-based smart home technology for medical emergency detection and identify predictors such as sociodemographic variables, AI literacy, and technology affinity.\r\n\r\nMethod: A sample of 300 participants (172/300, 57.33% female; 128/300, 42.67% male, aged 18‐69 years) completed a choice-based conjoint analysis (CBCA). Participants evaluated 15 choice sets describing smart home variants based on cost, location, emergency detection rate, type of sensor, and data processing.\r\n\r\nResults: Cost was the most important attribute (relative importance [RI]=41%), followed by emergency detection rate (RI=19%), data processing (RI=14%), and location (RI=14%). The type of sensor was the least important attribute (RI=9%). The preferred configuration combined an annual subscription of €70 (US $82), a 95% detection rate, wearable sensors, personalized AI, and installation in both intimate and shared rooms. Notably, 68.3% (205/300) of participants showed a positive none utility, indicating that even the optimal configuration did not overcome general reluctance to adopt such systems. While most expected correlations between sociodemographic variables and attribute importances were not observed, a significant correlation between self-reported health status and emergency detection rate was found (r=.16, P=.007). Interestingly, 61% (167/270) of participants preferred AI over human involvement in data processing, but logistic regression revealed that a significant correlation between self-reported health status and emergency detection rate was found (OR=0.58, P=.04).\r\n\r\nConclusions: These findings highlight the need to align smart home development with user preferences, emphasizing cost-effectiveness. Additionally, AI literacy plays an important role in technology adoption in the context of AI-based smart home technology. Further research is needed to understand and address the reluctance to adopt AI for medical emergency detection.","lang":"eng"}],"main_file_link":[{"open_access":"1"}],"date_created":"2026-09-15T22:05:30Z","language":[{"iso":"eng"}]},{"language":[{"iso":"ger"}],"date_created":"2026-10-26T09:56:19Z","main_file_link":[{"url":"https://www.kunststoffe.de/a/fachartikel/eu-regulierung-ist-kein-grund-zur-kapitu-7573176","open_access":"1"}],"user_id":"200284","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"title":"EU-Regulierung ist kein Grund zur Kapitulation","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0004-6705-4377/work/231253174","full_name":"Nitschke, Christiane","id":"200284","first_name":"Christiane","last_name":"Nitschke","orcid":"0009-0004-6705-4377"},{"full_name":"Hassl, Julian","last_name":"Hassl","first_name":"Julian","id":"263691"},{"orcid":"0009-0007-6299-9840","first_name":"Kristin","id":"236900","last_name":"Maoro","full_name":"Maoro, 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