[{"year":"2026","oa":"1","date_updated":"2026-08-26T13:36:51Z","has_accepted_license":"1","status":"public","_id":"7114","urn":"urn:nbn:de:hbz:bi10-71149","file":[{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","file_size":233480,"file_name":"WA_Essbarer_Käseüberzug.pdf","creator":"csieg1","date_created":"2026-08-24T15:08:40Z","file_id":"7115","date_updated":"2026-08-24T15:08:40Z"}],"language":[{"iso":"eng"}],"date_created":"2026-08-24T15:11:04Z","type":"working_paper","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)"},"file_date_updated":"2026-08-24T15:08:40Z","user_id":"220548","title":"Essbarer Käseüberzug - Lebensmittel oder Verpackung?","author":[{"full_name":"Sieg, Carolin","id":"264562","first_name":"Carolin","last_name":"Sieg"},{"full_name":"Tozo, Linda","last_name":"Tozo","first_name":"Linda"},{"first_name":"Nahrin","last_name":"Marouka","full_name":"Marouka, Nahrin"}],"citation":{"bibtex":"@book{Sieg_Tozo_Marouka_2026, title={Essbarer Käseüberzug - Lebensmittel oder Verpackung?}, author={Sieg, Carolin and Tozo, Linda and Marouka, Nahrin}, year={2026} }","ieee":"C. Sieg, L. Tozo, and N. Marouka, <i>Essbarer Käseüberzug - Lebensmittel oder Verpackung?</i> 2026.","short":"C. Sieg, L. Tozo, N. Marouka, Essbarer Käseüberzug - Lebensmittel Oder Verpackung?, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Sieg, Carolin</span> ; <span style=\"font-variant:small-caps;\">Tozo, Linda</span> ; <span style=\"font-variant:small-caps;\">Marouka, Nahrin</span>: <i>Essbarer Käseüberzug - Lebensmittel oder Verpackung?</i>, 2026","chicago":"Sieg, Carolin, Linda Tozo, and Nahrin Marouka. <i>Essbarer Käseüberzug - Lebensmittel Oder Verpackung?</i>, 2026.","ama":"Sieg C, Tozo L, Marouka N. <i>Essbarer Käseüberzug - Lebensmittel Oder Verpackung?</i>; 2026.","mla":"Sieg, Carolin, et al. <i>Essbarer Käseüberzug - Lebensmittel Oder Verpackung?</i> 2026.","apa":"Sieg, C., Tozo, L., &#38; Marouka, N. (2026). <i>Essbarer Käseüberzug - Lebensmittel oder Verpackung?</i>"}},{"place":"Weinheim","publication":"Handbuch Soziale Arbeit und Digitalisierung","citation":{"apa":"Pottharst, B., &#38; Schiffhauer, B. (2026). Assistive Technologien in der Sozialen Arbeit. In K. Kutscher, T. Ley, U. Seelmeyer, F. Siller, A. Tillmann, &#38; I. Zorn (Eds.), <i>Handbuch Soziale Arbeit und Digitalisierung</i> (2nd ed., pp. 326–336). Weinheim: Beltz Juventa.","ama":"Pottharst B, Schiffhauer B. Assistive Technologien in der Sozialen Arbeit. In: Kutscher K, Ley T, Seelmeyer U, Siller F, Tillmann A, Zorn I, eds. <i>Handbuch Soziale Arbeit und Digitalisierung</i>. 2nd ed. Weinheim: Beltz Juventa; 2026:326-336.","mla":"Pottharst, Bill, and Birte Schiffhauer. “Assistive Technologien in der Sozialen Arbeit.” <i>Handbuch Soziale Arbeit und Digitalisierung</i>, edited by Katja Kutscher et al., 2nd ed., Beltz Juventa, 2026, pp. 326–36.","alphadin":"<span style=\"font-variant:small-caps;\">Pottharst, Bill</span> ; <span style=\"font-variant:small-caps;\">Schiffhauer, Birte</span>: Assistive Technologien in der Sozialen Arbeit. In: <span style=\"font-variant:small-caps;\">Kutscher, K.</span> ; <span style=\"font-variant:small-caps;\">Ley, T.</span> ; <span style=\"font-variant:small-caps;\">Seelmeyer, U.</span> ; <span style=\"font-variant:small-caps;\">Siller, F.</span> ; <span style=\"font-variant:small-caps;\">Tillmann, A.</span> ; <span style=\"font-variant:small-caps;\">Zorn, I.</span> (Hrsg.): <i>Handbuch Soziale Arbeit und Digitalisierung</i>. 2. Aufl. Weinheim : Beltz Juventa, 2026, S. 326–336","chicago":"Pottharst, Bill, and Birte Schiffhauer. “Assistive Technologien in der Sozialen Arbeit.” In <i>Handbuch Soziale Arbeit und Digitalisierung</i>, edited by Katja Kutscher, Thomas Ley, Udo Seelmeyer, Friederike Siller, Angela Tillmann, and Isabel Zorn, 2nd ed., 326–36. Weinheim: Beltz Juventa, 2026.","short":"B. Pottharst, B. Schiffhauer, in: K. Kutscher, T. Ley, U. Seelmeyer, F. Siller, A. Tillmann, I. Zorn (Eds.), Handbuch Soziale Arbeit und Digitalisierung, 2nd ed., Beltz Juventa, Weinheim, 2026, pp. 326–336.","bibtex":"@inbook{Pottharst_Schiffhauer_2026, place={Weinheim}, edition={2}, title={Assistive Technologien in der Sozialen Arbeit}, booktitle={Handbuch Soziale Arbeit und Digitalisierung}, publisher={Beltz Juventa}, author={Pottharst, Bill and Schiffhauer, Birte}, editor={Kutscher, Katja and Ley, Thomas and Seelmeyer, Udo and Siller, Friederike and Tillmann, Angela and Zorn, IsabelEditors}, year={2026}, pages={326–336} }","ieee":"B. Pottharst and B. Schiffhauer, “Assistive Technologien in der Sozialen Arbeit,” in <i>Handbuch Soziale Arbeit und Digitalisierung</i>, 2nd ed., K. Kutscher, T. Ley, U. Seelmeyer, F. Siller, A. Tillmann, and I. Zorn, Eds. Weinheim: Beltz Juventa, 2026, pp. 326–336."},"type":"book_chapter","publication_status":"published","user_id":"255809","author":[{"orcid":"0009-0008-1723-2824","full_name":"Pottharst, Bill","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0008-1723-2824/work/224899871","last_name":"Pottharst","first_name":"Bill","id":"255809"},{"last_name":"Schiffhauer","first_name":"Birte","full_name":"Schiffhauer, Birte"}],"title":"Assistive Technologien in der Sozialen Arbeit","language":[{"iso":"ger"}],"main_file_link":[{"url":"https://beltz.de/fachmedien/sozialpaedagogik-soziale-arbeit/handbuch-soziale-arbeit-und-digitalisierung/BEL449029","open_access":"1"}],"date_created":"2026-08-19T11:57:58Z","quality_controlled":"1","_id":"7107","publication_identifier":{"isbn":["978-3-7799-9029-1"]},"edition":"2","page":"326-336","status":"public","editor":[{"last_name":"Kutscher","first_name":"Katja","full_name":"Kutscher, Katja"},{"full_name":"Ley, Thomas","first_name":"Thomas","last_name":"Ley"},{"orcid":"0009-0007-5835-5997","first_name":"Udo","id":"232950","last_name":"Seelmeyer","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0007-5835-5997/work/224899872","full_name":"Seelmeyer, Udo"},{"last_name":"Siller","first_name":"Friederike","full_name":"Siller, Friederike"},{"first_name":"Angela","last_name":"Tillmann","full_name":"Tillmann, Angela"},{"full_name":"Zorn, Isabel","last_name":"Zorn","first_name":"Isabel"}],"publisher":"Beltz Juventa","year":"2026","oa":"1","date_updated":"2026-08-26T12:30:11Z"},{"_id":"7103","publication_identifier":{"issn":["0146-7239"],"eissn":["1573-6644"]},"doi":"10.1007/s11031-026-10264-z","status":"public","date_updated":"2026-08-18T11:33:46Z","publisher":"Springer Science and Business Media LLC","year":"2026","oa":"1","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Agethen, Katharina</span> ; <span style=\"font-variant:small-caps;\">Ötting, Sonja K.</span> ; <span style=\"font-variant:small-caps;\">Steinmann, Barbara</span>: A neo-configurational perspective on implicit motives and leadership effectiveness. In: <i>Motivation and Emotion</i>, Springer Science and Business Media LLC (2026)","chicago":"Agethen, Katharina, Sonja K. Ötting, and Barbara Steinmann. “A Neo-Configurational Perspective on Implicit Motives and Leadership Effectiveness.” <i>Motivation and Emotion</i>, 2026. <a href=\"https://doi.org/10.1007/s11031-026-10264-z\">https://doi.org/10.1007/s11031-026-10264-z</a>.","short":"K. Agethen, S.K. Ötting, B. Steinmann, Motivation and Emotion (2026).","bibtex":"@article{Agethen_Ötting_Steinmann_2026, title={A neo-configurational perspective on implicit motives and leadership effectiveness}, DOI={<a href=\"https://doi.org/10.1007/s11031-026-10264-z\">10.1007/s11031-026-10264-z</a>}, journal={Motivation and Emotion}, publisher={Springer Science and Business Media LLC}, author={Agethen, Katharina and Ötting, Sonja K. and Steinmann, Barbara}, year={2026} }","ieee":"K. Agethen, S. K. Ötting, and B. Steinmann, “A neo-configurational perspective on implicit motives and leadership effectiveness,” <i>Motivation and Emotion</i>, 2026.","apa":"Agethen, K., Ötting, S. K., &#38; Steinmann, B. (2026). A neo-configurational perspective on implicit motives and leadership effectiveness. <i>Motivation and Emotion</i>. <a href=\"https://doi.org/10.1007/s11031-026-10264-z\">https://doi.org/10.1007/s11031-026-10264-z</a>","ama":"Agethen K, Ötting SK, Steinmann B. A neo-configurational perspective on implicit motives and leadership effectiveness. <i>Motivation and Emotion</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s11031-026-10264-z\">10.1007/s11031-026-10264-z</a>","mla":"Agethen, Katharina, et al. “A Neo-Configurational Perspective on Implicit Motives and Leadership Effectiveness.” <i>Motivation and Emotion</i>, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1007/s11031-026-10264-z\">10.1007/s11031-026-10264-z</a>."},"publication":"Motivation and Emotion","title":"A neo-configurational perspective on implicit motives and leadership effectiveness","user_id":"220548","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"author":[{"first_name":"Katharina","last_name":"Agethen","full_name":"Agethen, Katharina"},{"full_name":"Ötting, Sonja K.","last_name":"Ötting","first_name":"Sonja K."},{"orcid":"0009-0000-3036-2684","full_name":"Steinmann, Barbara","id":"258651","first_name":"Barbara","last_name":"Steinmann"}],"type":"journal_article","publication_status":"published","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)"},"abstract":[{"text":"This study aims to deepen the understanding of motivational drivers that shape leadership effectiveness by adopting a neo-configurational perspective. Drawing on McClelland’s theory of human motivation, we investigate how need for power (nPow), need for achievement (nAch), need for affiliation (nAff), and activity inhibition (AI) combine within leaders to enable two outcomes of leadership effectiveness: leadership satisfaction and career success. Using fuzzy-set qualitative comparative analysis on data from 70 leader-follower dyads, we identify multiple alternative motive configurations that contribute to leadership effectiveness. Specifically, two configurations—termed the Bureaucratic (nPow, ~nAch, AI) and the Relaxed Leader (~ nPow, nAff, ~AI)—are sufficient for very high leadership satisfaction. For career success, we find three sufficient configurations, each highlighting the presence of either AI, nPow, or nAff which are complemented by the absence (~) of other motives or AI. These results demonstrate that leadership effectiveness is driven by multiple distinct configurations of motives, underscoring the causal complexity inherent in motivation-based leadership effectiveness. In doing so, this study contributes to motivation literature by reframing McClelland’s theory as a neo-configurational theory.","lang":"eng"}],"language":[{"iso":"eng"}],"date_created":"2026-08-14T14:56:44Z","main_file_link":[{"open_access":"1"}]},{"publication_status":"published","type":"journal_article","user_id":"220548","author":[{"first_name":"Tim","last_name":"Komorowski","full_name":"Komorowski, Tim"},{"orcid":"0000-0001-6832-7753","full_name":"Süße, Thomas","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6832-7753/work/222922084","id":"241496","first_name":"Thomas","last_name":"Süße"}],"title":"Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung","publication":"Zeitschrift für Arbeitswissenschaft","citation":{"ama":"Komorowski T, Süße T. Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. <i>Zeitschrift für Arbeitswissenschaft</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s41449-026-00545-1\">10.1007/s41449-026-00545-1</a>","mla":"Komorowski, Tim, and Thomas Süße. “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung.” <i>Zeitschrift für Arbeitswissenschaft</i>, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1007/s41449-026-00545-1\">10.1007/s41449-026-00545-1</a>.","apa":"Komorowski, T., &#38; Süße, T. (2026). Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. <i>Zeitschrift für Arbeitswissenschaft</i>. <a href=\"https://doi.org/10.1007/s41449-026-00545-1\">https://doi.org/10.1007/s41449-026-00545-1</a>","short":"T. Komorowski, T. Süße, Zeitschrift für Arbeitswissenschaft (2026).","bibtex":"@article{Komorowski_Süße_2026, title={Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung}, DOI={<a href=\"https://doi.org/10.1007/s41449-026-00545-1\">10.1007/s41449-026-00545-1</a>}, journal={Zeitschrift für Arbeitswissenschaft}, publisher={Springer Science and Business Media LLC}, author={Komorowski, Tim and Süße, Thomas}, year={2026} }","ieee":"T. Komorowski and T. Süße, “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung,” <i>Zeitschrift für Arbeitswissenschaft</i>, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Komorowski, Tim</span> ; <span style=\"font-variant:small-caps;\">Süße, Thomas</span>: Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. In: <i>Zeitschrift für Arbeitswissenschaft</i>, Springer Science and Business Media LLC (2026)","chicago":"Komorowski, Tim, and Thomas Süße. “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung.” <i>Zeitschrift für Arbeitswissenschaft</i>, 2026. <a href=\"https://doi.org/10.1007/s41449-026-00545-1\">https://doi.org/10.1007/s41449-026-00545-1</a>."},"date_created":"2026-08-06T12:23:51Z","main_file_link":[{"open_access":"1","url":"https://link.springer.com/content/pdf/10.1007/s41449-026-00545-1.pdf"}],"language":[{"iso":"ger"}],"quality_controlled":"1","abstract":[{"lang":"ger","text":"Zusammenfassung: \r\nGenerative KI wird als wichtige Schlüsseltechnologie diskutiert und zunehmend in der Wissensarbeit eingesetzt. Für Deutschland liegen jedoch wenige empirisch belastbare Untersuchungen dazu vor, in welchen beruflichen Kontexten generative KI intensiv zum Einsatz kommt und in welchen dies nicht der Fall ist. In diesem Beitrag greifen wir diesen Forschungsbedarf auf und berichten für die wissensintensive Berufsgruppe der Unternehmensorganisation und -strategie, inwieweit Voraussetzungen am Arbeitsplatz (berufliche Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung) systematisch mit der Adoption generativer KI assoziiert sind. Methodisch wurden logistische Regressionsmodelle mit arbeitsbezogenen Prädiktoren und demografischen Kontrollvariablen eingesetzt. Als Datengrundlage diente die BIBB/BAuA-Erwerbstätigenbefragung 2024. Die Analysen zeigten für die untersuchte Berufsgruppe, dass besonders eine höhere berufliche Autonomie signifikant mit einer stärkeren Adoption generativer KI einherging.\r\nPraktische Relevanz: Dieser Artikel berichtet empirische Evidenz zur Verbreitung generativer KI und den Prädiktoren ihrer Nutzung. Die beobachteten Nutzungsmuster bieten empirische Einsichten für die Arbeitsgestaltung. Diese machen sichtbar, welche sozialen Ungleichheiten bei der Adoption generativer KI bestehen, entlang welcher arbeitsbezogenen Voraussetzungen sich die digitale Transformation vollzieht und wo KI-bezogene Kompetenzen voraussichtlich an Bedeutung gewinnen. Darüber hinaus bieten die Ergebnisse eine Grundlage für politische Entscheidungen und die Entwicklung regulatorischer Maßnahmen."},{"text":"Abstract:\r\nGenerative artificial intelligence (AI) is widely discussed as a key enabling technology and is increasingly being used in knowledge work. However, for Germany, there is still a lack of robust empirical evidence on the occupational contexts in which generative AI is used intensively and those in which it is not. In this article, we address this research gap by examining the extent to which workplace characteristics (job autonomy, job demands, tasks, and managerial responsibility) are systematically associated with the adoption of generative AI among the knowledge-intensive occupational group of corporate organization and strategy. Methodologically, logistic regression models with work-related predictors and demographic control variables were employed. The analysis is based on data from the 2024 wave of the BIBB/BAuA Employment Survey. The results for the occupational group examined in this study show that, in particular, higher levels of job autonomy are significantly associated with greater adoption of generative AI.\r\nPractical Relevance: This article provides empirical evidence on the prevalence of generative AI and the predictors of its use. The observed usage patterns offer insights for job design by highlighting existing social inequalities in the adoption of generative AI, the work-related conditions along which digital transformation unfolds, and the areas in which AI-related competencies are likely to gain importance. Furthermore, the findings provide a basis for policy decisions and the development of regulatory measures.","lang":"eng"}],"publication_identifier":{"issn":["0340-2444"],"eissn":["2366-4681"]},"_id":"7101","article_type":"original","year":"2026","oa":"1","publisher":"Springer Science and Business Media LLC","date_updated":"2026-08-07T13:49:37Z","status":"public","doi":"10.1007/s41449-026-00545-1"},{"has_accepted_license":"1","doi":"10.12688/openreseurope.23510.1","status":"public","publisher":"F1000 Research Ltd","year":"2026","oa":"1","volume":6,"date_updated":"2026-07-27T12:10:39Z","_id":"7009","article_number":"217","urn":"urn:nbn:de:hbz:bi10-70096","article_type":"original","publication_identifier":{"eissn":["2732-5121"]},"language":[{"iso":"eng"}],"date_created":"2026-06-23T18:46:49Z","main_file_link":[{"open_access":"1"}],"abstract":[{"text":"Background: Open Science (OS) and Responsible Research and Innovation (RRI) are increasingly converging under the concept of Open RRI, which integrates openness with inclusivity, responsibility, and societal engagement. Strengthening researcher skills in this area requires a clear understanding of existing training provision. This study presents findings from the Horizon Europe project PATTERN, which mapped and assessed Open RRI training resources across Europe.\r\n\r\nMethods: A mixed-methods approach was applied, combining desk research, surveys, semi-structured interviews, data workshops, and mutual learning events. In total, 571 training resources were identified and analysed across eight skill areas: Open Access; FAIR Data; Citizen Science; Research Integrity; Gender, Non-discrimination, and Inclusion; Dissemination and Exploitation; Science Communication; and Management and Leadership. A subset of resources was further evaluated using defined quality criteria.\r\n\r\nResults: The mapping reveals a fragmented and uneven training landscape, with a strong predominance of introductory-level resources and limited provision for intermediate and advanced learners. Training is often generic and lacks contextualisation, with gaps in inclusivity, multilingual provision, and local adaptation. Quality assessment highlights strengths such as modular design, open licensing, and the use of active learning approaches. However, recurring challenges include limited accessibility, unclear pathways for reuse, and difficulties in implementation and long-term sustainability. Key thematic gaps include intersectionality, policy engagement, supervision ethics, and the integration of indigenous and local knowledge.\r\n\r\nConclusions: Despite growing availability of training resources, significant gaps remain in scope, depth, and inclusivity. Addressing these challenges requires improved coordination, expansion of advanced and context-sensitive training, enhanced multilingual accessibility, and stronger integration into curricula and institutional practices to support sustainable Open RRI capacity building.","lang":"eng"}],"file":[{"file_id":"7010","date_updated":"2026-06-23T18:39:59Z","file_name":"e1f776d7-0c28-42bb-8dc0-85cdbb44c4bc_oreu_23510.pdf","file_size":786792,"creator":"bcahill","date_created":"2026-06-23T18:39:59Z","relation":"main_file","content_type":"application/pdf","access_level":"open_access","success":1}],"intvolume":"         6","publication":"Open Research Europe","citation":{"chicago":"Lagido, Cristina, Kristian Nielsen, Gitte Kragh, Pascal Flohr, Louise Bezuidenhout, Loek Brinkman, Agnese Baini, et al. “Training Resources on Open and Responsible Research and Innovation (Open RRI): Gaps, Quality and Opportunities to Advance Training.” <i>Open Research Europe</i> 6 (2026). <a href=\"https://doi.org/10.12688/openreseurope.23510.1\">https://doi.org/10.12688/openreseurope.23510.1</a>.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Lagido, Cristina</span> ; <span style=\"font-variant:small-caps;\">Nielsen, Kristian</span> ; <span style=\"font-variant:small-caps;\">Kragh, Gitte</span> ; <span style=\"font-variant:small-caps;\">Flohr, Pascal</span> ; <span style=\"font-variant:small-caps;\">Bezuidenhout, Louise</span> ; <span style=\"font-variant:small-caps;\">Brinkman, Loek</span> ; <span style=\"font-variant:small-caps;\">Baini, Agnese</span> ; <span style=\"font-variant:small-caps;\">Saviane, Chiara</span> ; u. a.</span>: Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training. In: <i>Open Research Europe</i> Bd. 6, F1000 Research Ltd (2026)","ieee":"C. Lagido <i>et al.</i>, “Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training,” <i>Open Research Europe</i>, vol. 6, 2026.","bibtex":"@article{Lagido_Nielsen_Kragh_Flohr_Bezuidenhout_Brinkman_Baini_Saviane_Salnikova_Brandstetter-Kunc_et al._2026, title={Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training}, volume={6}, DOI={<a href=\"https://doi.org/10.12688/openreseurope.23510.1\">10.12688/openreseurope.23510.1</a>}, number={217}, journal={Open Research Europe}, publisher={F1000 Research Ltd}, author={Lagido, Cristina and Nielsen, Kristian and Kragh, Gitte and Flohr, Pascal and Bezuidenhout, Louise and Brinkman, Loek and Baini, Agnese and Saviane, Chiara and Salnikova, Asya and Brandstetter-Kunc, Adam and et al.}, year={2026} }","short":"C. Lagido, K. Nielsen, G. Kragh, P. Flohr, L. Bezuidenhout, L. Brinkman, A. Baini, C. Saviane, A. Salnikova, A. Brandstetter-Kunc, G. Consolini, A. Correia, P. Moura, M. Fedeli, J. England, S. Venkataraman, A. Skarvøy, T. Konach, B. Taraj, K. Koller, I. Marschalek, M. Schrammel, S. Jurkovic, B. Macan, A. Vodopijevec, B. Cahill, A.G. Sevilla, N. Pitrelli, A.L. Spera, C. Iasillo, P. Príncipe, N. De Lorenzo, M. Haklay, Open Research Europe 6 (2026).","apa":"Lagido, C., Nielsen, K., Kragh, G., Flohr, P., Bezuidenhout, L., Brinkman, L., … Haklay, M. (2026). Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training. <i>Open Research Europe</i>, <i>6</i>. <a href=\"https://doi.org/10.12688/openreseurope.23510.1\">https://doi.org/10.12688/openreseurope.23510.1</a>","mla":"Lagido, Cristina, et al. “Training Resources on Open and Responsible Research and Innovation (Open RRI): Gaps, Quality and Opportunities to Advance Training.” <i>Open Research Europe</i>, vol. 6, 217, F1000 Research Ltd, 2026, doi:<a href=\"https://doi.org/10.12688/openreseurope.23510.1\">10.12688/openreseurope.23510.1</a>.","ama":"Lagido C, Nielsen K, Kragh G, et al. Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training. <i>Open Research Europe</i>. 2026;6. doi:<a href=\"https://doi.org/10.12688/openreseurope.23510.1\">10.12688/openreseurope.23510.1</a>"},"type":"journal_article","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)"},"file_date_updated":"2026-06-23T18:39:59Z","publication_status":"published","user_id":"220548","author":[{"last_name":"Lagido","first_name":"Cristina","full_name":"Lagido, Cristina"},{"last_name":"Nielsen","first_name":"Kristian","full_name":"Nielsen, Kristian"},{"last_name":"Kragh","first_name":"Gitte","full_name":"Kragh, Gitte"},{"full_name":"Flohr, Pascal","last_name":"Flohr","first_name":"Pascal"},{"last_name":"Bezuidenhout","first_name":"Louise","full_name":"Bezuidenhout, Louise"},{"full_name":"Brinkman, Loek","last_name":"Brinkman","first_name":"Loek"},{"first_name":"Agnese","last_name":"Baini","full_name":"Baini, Agnese"},{"last_name":"Saviane","first_name":"Chiara","full_name":"Saviane, Chiara"},{"full_name":"Salnikova, Asya","first_name":"Asya","last_name":"Salnikova"},{"first_name":"Adam","last_name":"Brandstetter-Kunc","full_name":"Brandstetter-Kunc, Adam"},{"first_name":"Giacomo","last_name":"Consolini","full_name":"Consolini, Giacomo"},{"last_name":"Correia","first_name":"Antónia","full_name":"Correia, Antónia"},{"full_name":"Moura, Paula","last_name":"Moura","first_name":"Paula"},{"last_name":"Fedeli","first_name":"Maya","full_name":"Fedeli, Maya"},{"first_name":"Jonathan","last_name":"England","full_name":"England, Jonathan"},{"full_name":"Venkataraman, Shanmugasundaram","last_name":"Venkataraman","first_name":"Shanmugasundaram"},{"full_name":"Skarvøy, Aslak","first_name":"Aslak","last_name":"Skarvøy"},{"full_name":"Konach, Teodora","first_name":"Teodora","last_name":"Konach"},{"full_name":"Taraj, Borana","first_name":"Borana","last_name":"Taraj"},{"full_name":"Koller, Katharina","last_name":"Koller","first_name":"Katharina"},{"full_name":"Marschalek, Ilse","first_name":"Ilse","last_name":"Marschalek"},{"full_name":"Schrammel, Maria","first_name":"Maria","last_name":"Schrammel"},{"full_name":"Jurkovic, Sanja","last_name":"Jurkovic","first_name":"Sanja"},{"first_name":"Bojan","last_name":"Macan","full_name":"Macan, Bojan"},{"first_name":"Alen","last_name":"Vodopijevec","full_name":"Vodopijevec, Alen"},{"orcid":"0000-0002-7325-5114","id":"257249","first_name":"Brian","last_name":"Cahill","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7325-5114/work/220000934","full_name":"Cahill, Brian"},{"full_name":"Sevilla, Andrea Giraldo","first_name":"Andrea Giraldo","last_name":"Sevilla"},{"full_name":"Pitrelli, Nico","first_name":"Nico","last_name":"Pitrelli"},{"last_name":"Spera","first_name":"Alessio Livio","full_name":"Spera, Alessio Livio"},{"full_name":"Iasillo, Claudia","last_name":"Iasillo","first_name":"Claudia"},{"first_name":"Pedro","last_name":"Príncipe","full_name":"Príncipe, Pedro"},{"last_name":"De Lorenzo","first_name":"Noemi","full_name":"De Lorenzo, Noemi"},{"last_name":"Haklay","first_name":"Muki","full_name":"Haklay, Muki"}],"title":"Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training"},{"_id":"7033","urn":"urn:nbn:de:hbz:bi10-70339","has_accepted_license":"1","page":"28","doi":"10.57720/7033","status":"public","oa":"1","year":"2026","date_updated":"2026-07-27T12:08:48Z","citation":{"apa":"Cammann, J., Hellwig, A., Mahnke, M., Schmidt-Kuhl, B., Vahidi, B., &#38; Yadel, S. (2026). <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>. <a href=\"https://doi.org/10.57720/7033\">https://doi.org/10.57720/7033</a>","ama":"Cammann J, Hellwig A, Mahnke M, Schmidt-Kuhl B, Vahidi B, Yadel S. <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>.; 2026. doi:<a href=\"https://doi.org/10.57720/7033\">10.57720/7033</a>","mla":"Cammann, Julia, et al. <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>. 2026, doi:<a href=\"https://doi.org/10.57720/7033\">10.57720/7033</a>.","chicago":"Cammann, Julia, Andre Hellwig, Milva Mahnke, Bastian Schmidt-Kuhl, Behsad Vahidi, and Simon Yadel. <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>, 2026. <a href=\"https://doi.org/10.57720/7033\">https://doi.org/10.57720/7033</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Cammann, Julia</span> ; <span style=\"font-variant:small-caps;\">Hellwig, Andre</span> ; <span style=\"font-variant:small-caps;\">Mahnke, Milva</span> ; <span style=\"font-variant:small-caps;\">Schmidt-Kuhl, Bastian</span> ; <span style=\"font-variant:small-caps;\">Vahidi, Behsad</span> ; <span style=\"font-variant:small-caps;\">Yadel, Simon</span>: <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>, 2026","ieee":"J. Cammann, A. Hellwig, M. Mahnke, B. Schmidt-Kuhl, B. Vahidi, and S. Yadel, <i>MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation</i>. 2026.","bibtex":"@book{Cammann_Hellwig_Mahnke_Schmidt-Kuhl_Vahidi_Yadel_2026, title={MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation}, DOI={<a href=\"https://doi.org/10.57720/7033\">10.57720/7033</a>}, author={Cammann, Julia and Hellwig, Andre and Mahnke, Milva and Schmidt-Kuhl, Bastian and Vahidi, Behsad and Yadel, Simon}, year={2026} }","short":"J. Cammann, A. Hellwig, M. Mahnke, B. Schmidt-Kuhl, B. Vahidi, S. Yadel, MIau.nrw Moodle &#38; ILIAS adaptive usable – Ergebnisdokumentation, 2026."},"type":"working_paper","tmp":{"name":"Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","image":"/images/cc_by_sa.png","short":"CC BY-SA (4.0)"},"file_date_updated":"2026-07-17T14:03:12Z","author":[{"full_name":"Cammann, Julia","last_name":"Cammann","id":"239818","first_name":"Julia"},{"full_name":"Hellwig, Andre","first_name":"Andre","last_name":"Hellwig"},{"first_name":"Milva","last_name":"Mahnke","full_name":"Mahnke, Milva"},{"full_name":"Schmidt-Kuhl, Bastian","last_name":"Schmidt-Kuhl","first_name":"Bastian"},{"full_name":"Vahidi, Behsad","last_name":"Vahidi","first_name":"Behsad"},{"full_name":"Yadel, Simon","last_name":"Yadel","first_name":"Simon"}],"title":"MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation","user_id":"220548","language":[{"iso":"ger"}],"date_created":"2026-07-01T07:59:33Z","file":[{"file_name":"MIau_nrw_Ergebnisdokumentation_digital.pdf","file_size":1403473,"creator":"jcammann","date_created":"2026-07-17T14:03:12Z","date_updated":"2026-07-17T14:03:12Z","file_id":"7070","success":1,"access_level":"open_access","content_type":"application/pdf","relation":"main_file"}]},{"language":[{"iso":"ger"}],"date_created":"2026-07-13T07:43:36Z","main_file_link":[{"open_access":"1"}],"abstract":[{"text":"Hintergrund\r\n\r\nDie zunehmende Belastung des Gesundheitssystems erfordert innovative Versorgungslösungen, insbesondere für chronisch Erkrankte wie Diabetiker*innen. Hybride Interaktionssysteme kombinieren digitale Technologien und persönliche Betreuung, um Versorgungslücken zu schließen.\r\nZiel\r\n\r\nDie Studie analysiert Anforderungen, Potenziale und Hürden bei der Nutzung hybrider Systeme aus Sicht von Patient*innen und medizinischen Fachkräften.\r\nMethode\r\n\r\nIm Rahmen der HIS4DiaPedes-Studie wurden Online-Befragungen (n = 69) und qualitative Interviews (n = 45) mit Patient*innen und Fachkräften durchgeführt. Die quantitative Analyse erfolgte deskriptiv mit SPSS, die qualitative inhaltsanalytisch nach Mayring mit MAXQDA.\r\nErgebnisse\r\n\r\nSowohl von medizinischen Fachkräften, als auch von Patient*innen werden sich Echtzeitdaten, individualisierbare Warnfunktionen, eine zentrale Plattform zur Datenerfassung, einfache Kommunikationswege und transparente Datenschutzlösungen gewünscht. Herausforderungen bestehen insbesondere bei älteren Patient*innen sowie in der technischen Infrastruktur.\r\nSchlussfolgerung\r\n\r\nHybride Interaktionssysteme erscheinen als potenziell geeignete Ergänzung der Diabetesversorgung, wenn diese benutzerfreundlich, anpassbar und datenschutzkonform gestaltet sind. Die Ergebnisse liefern Hinweise darauf, dass die Kombination digitaler und persönlicher Elemente sowie partizipative Entwicklungsprozesse für die Akzeptanz solcher Systeme relevant sein könnten; diese Annahmen sollten jedoch in konfirmatorischen Folgeuntersuchungen überprüft werden.","lang":"ger"},{"text":"Background\r\n\r\nThe increasing burden on the healthcare system requires innovative care solutions, especially for chronically ill patients, such as those with diabetes. Hybrid interaction systems combine digital technologies and personal care to close gaps in care.\r\nObjective\r\n\r\nThe study analyzes requirements, potentials, and barriers to the use of hybrid systems from the perspective of patients and healthcare professionals.\r\nMethods\r\n\r\nAs part of the HIS4DiaPedes study, online surveys (n = 69) and qualitative interviews (n = 45) were conducted with patients and professionals. The quantitative analysis was carried out descriptively with SPSS, the qualitative content analysis according to Mayring with MAXQDA.\r\nResults\r\n\r\nBoth healthcare professionals and patients are calling for real-time data, customizable warning functions, a central platform for data collection, simple communication channels, and transparent data protection solutions. Challenges exist in particular for older patients and in the technical infrastructure.\r\nConclusion\r\n\r\nHybrid interaction systems appear to be a potentially suitable addition to diabetes care, provided they are designed to be user-friendly, customizable, and compliant with data protection regulations. The results suggest that the combination of digital and in-person elements, as well as participatory development processes, may be relevant to the acceptance of such systems; however, these assumptions should be tested in confirmatory follow-up studies.","lang":"eng"}],"quality_controlled":"1","type":"journal_article","publication_status":"published","title":"Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften","user_id":"220548","author":[{"first_name":"Carolin","id":"252602","last_name":"Huperz","full_name":"Huperz, Carolin"},{"orcid":"0009-0002-3257-3877","first_name":"Vincent","id":"239593","last_name":"Katter","full_name":"Katter, Vincent","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-3257-3877/work/220970152"},{"full_name":"Klemme, Beate","first_name":"Beate","last_name":"Klemme"},{"last_name":"Özlü","first_name":"Ismail","id":"247205","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220970153","full_name":"Özlü, Ismail","orcid":"0009-0005-9808-0858"},{"first_name":"Christoph","last_name":"Dockweiler","full_name":"Dockweiler, Christoph"},{"first_name":"Rena Isabel","last_name":"Amelung","full_name":"Amelung, Rena Isabel"}],"department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"publication":"Prävention und Gesundheitsförderung","citation":{"ama":"Huperz C, Katter V, Klemme B, Özlü I, Dockweiler C, Amelung RI. Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. <i>Prävention und Gesundheitsförderung</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>","mla":"Huperz, Carolin, et al. “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften.” <i>Prävention und Gesundheitsförderung</i>, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>.","apa":"Huperz, C., Katter, V., Klemme, B., Özlü, I., Dockweiler, C., &#38; Amelung, R. I. (2026). Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. <i>Prävention und Gesundheitsförderung</i>. <a href=\"https://doi.org/10.1007/s11553-026-01340-w\">https://doi.org/10.1007/s11553-026-01340-w</a>","short":"C. Huperz, V. Katter, B. Klemme, I. Özlü, C. Dockweiler, R.I. Amelung, Prävention und Gesundheitsförderung (2026).","bibtex":"@article{Huperz_Katter_Klemme_Özlü_Dockweiler_Amelung_2026, title={Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften}, DOI={<a href=\"https://doi.org/10.1007/s11553-026-01340-w\">10.1007/s11553-026-01340-w</a>}, journal={Prävention und Gesundheitsförderung}, publisher={Springer Science and Business Media LLC}, author={Huperz, Carolin and Katter, Vincent and Klemme, Beate and Özlü, Ismail and Dockweiler, Christoph and Amelung, Rena Isabel}, year={2026} }","ieee":"C. Huperz, V. Katter, B. Klemme, I. Özlü, C. Dockweiler, and R. I. Amelung, “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften,” <i>Prävention und Gesundheitsförderung</i>, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Huperz, Carolin</span> ; <span style=\"font-variant:small-caps;\">Katter, Vincent</span> ; <span style=\"font-variant:small-caps;\">Klemme, Beate</span> ; <span style=\"font-variant:small-caps;\">Özlü, Ismail</span> ; <span style=\"font-variant:small-caps;\">Dockweiler, Christoph</span> ; <span style=\"font-variant:small-caps;\">Amelung, Rena Isabel</span>: Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. In: <i>Prävention und Gesundheitsförderung</i>, Springer Science and Business Media LLC (2026)","chicago":"Huperz, Carolin, Vincent Katter, Beate Klemme, Ismail Özlü, Christoph Dockweiler, and Rena Isabel Amelung. “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften.” <i>Prävention und Gesundheitsförderung</i>, 2026. <a href=\"https://doi.org/10.1007/s11553-026-01340-w\">https://doi.org/10.1007/s11553-026-01340-w</a>."},"publisher":"Springer Science and Business Media LLC","year":"2026","oa":"1","date_updated":"2026-07-17T07:38:05Z","doi":"10.1007/s11553-026-01340-w","status":"public","publication_identifier":{"eissn":["1861-6763"],"issn":["1861-6755"]},"_id":"7060","article_type":"original"},{"abstract":[{"text":"Das Positionspapier formuliert neun Thesen zur Weiterentwicklung der Statistikausbildung im Kontext von Data Science und Künstlicher Intelligenz. Im Zentrum stehen Data & Statistical Literacy, Datenqualität und -ethik, die Verbindung von Statistik und Machine Learning sowie die Stärkung einer eigenständigen Statistikdidaktik.\r\n\r\nDie Diskussionsbeiträge erweitern diese Perspektiven: Christina Elmer betont Wissenschaftskommunikation und AI Literacy, Helmut Küchenhoff projektbasiertes Lernen und Datenschutz, Christoph Weisser die industrielle Praxis und organisationsweite Datenkompetenz, Göran Kauermann die Verzahnung von Statistik und Data Science, und Rolf Biehler sowie Karin Binder die didaktische und institutionelle Weiterentwicklung.\r\n\r\nDie Replik greift diese Impulse auf und unterstreicht die interdisziplinäre Verantwortung für eine zukunftsfähige Statistikausbildung.","lang":"ger"},{"lang":"eng","text":"The position paper formulates nine theses on the future development of statistics education in the context of Data Science and Artificial Intelligence. It emphasizes Data & Statistical Literacy, data quality and ethics, the integration of statistics and machine learning, and the strengthening of an independent didactics of statistics.\r\n\r\nThe discussion contributions broaden these perspectives: Christina Elmer highlights science communication and AI literacy; Helmut Küchenhoff emphasizes project-based learning and data protection; Christoph Weisser stresses industrial practice and organization-wide data competence; Göran Kauermann reflects on the interplay between statistics and data science; and Rolf Biehler and Karin Binder focus on didactical and institutional development.\r\n\r\nThe rejoinder takes up these impulses and underlines the interdisciplinary responsibility for shaping future-oriented statistics education."}],"quality_controlled":"1","language":[{"iso":"ger"}],"main_file_link":[{"open_access":"1"}],"date_created":"2026-05-28T11:24:42Z","citation":{"chicago":"Berger, Ursula, Rolf Biehler, Karin Binder, Christina Elmer, Florian Ertz, Thomas Hotz, Sarah Huber, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026. <a href=\"https://doi.org/10.1007/s11943-026-00372-0\">https://doi.org/10.1007/s11943-026-00372-0</a>.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Berger, Ursula</span> ; <span style=\"font-variant:small-caps;\">Biehler, Rolf</span> ; <span style=\"font-variant:small-caps;\">Binder, Karin</span> ; <span style=\"font-variant:small-caps;\">Elmer, Christina</span> ; <span style=\"font-variant:small-caps;\">Ertz, Florian</span> ; <span style=\"font-variant:small-caps;\">Hotz, Thomas</span> ; <span style=\"font-variant:small-caps;\">Huber, Sarah</span> ; <span style=\"font-variant:small-caps;\">Ickstadt, Katja</span> ; u. a.</span>: Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. In: <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, Springer (2026)","ieee":"U. Berger <i>et al.</i>, “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung,” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, 2026.","bibtex":"@article{Berger_Biehler_Binder_Elmer_Ertz_Hotz_Huber_Ickstadt_Kauermann_Küchenhoff_et al._2026, title={Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung}, DOI={<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>}, journal={AStA Wirtschafts- und Sozialstatistisches Archiv}, publisher={Springer}, author={Berger, Ursula and Biehler, Rolf and Binder, Karin and Elmer, Christina and Ertz, Florian and Hotz, Thomas and Huber, Sarah and Ickstadt, Katja and Kauermann, Göran and Küchenhoff, Helmut and et al.}, year={2026} }","short":"U. Berger, R. Biehler, K. Binder, C. Elmer, F. Ertz, T. Hotz, S. Huber, K. Ickstadt, G. Kauermann, H. Küchenhoff, K. Lübke, R. Münnich, K. Schüller, T. Skill, C. Weihs, H. Weinert, C. Weisser, AStA Wirtschafts- und Sozialstatistisches Archiv (2026).","apa":"Berger, U., Biehler, R., Binder, K., Elmer, C., Ertz, F., Hotz, T., … Weisser, C. (2026). Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. <a href=\"https://doi.org/10.1007/s11943-026-00372-0\">https://doi.org/10.1007/s11943-026-00372-0</a>","mla":"Berger, Ursula, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>, Springer, 2026, doi:<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>.","ama":"Berger U, Biehler R, Binder K, et al. Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. <i>AStA Wirtschafts- und Sozialstatistisches Archiv</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s11943-026-00372-0\">10.1007/s11943-026-00372-0</a>"},"alternative_id":["7067"],"publication":"AStA Wirtschafts- und Sozialstatistisches Archiv","user_id":"220548","title":"Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung","author":[{"last_name":"Berger","first_name":"Ursula","full_name":"Berger, Ursula"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"},{"full_name":"Binder, Karin","first_name":"Karin","last_name":"Binder"},{"first_name":"Christina","last_name":"Elmer","full_name":"Elmer, Christina"},{"full_name":"Ertz, Florian","first_name":"Florian","last_name":"Ertz"},{"full_name":"Hotz, Thomas","first_name":"Thomas","last_name":"Hotz"},{"first_name":"Sarah","last_name":"Huber","full_name":"Huber, Sarah"},{"last_name":"Ickstadt","first_name":"Katja","full_name":"Ickstadt, Katja"},{"last_name":"Kauermann","first_name":"Göran","full_name":"Kauermann, Göran"},{"full_name":"Küchenhoff, Helmut","first_name":"Helmut","last_name":"Küchenhoff"},{"full_name":"Lübke, Karsten","last_name":"Lübke","first_name":"Karsten"},{"full_name":"Münnich, Ralf","last_name":"Münnich","first_name":"Ralf"},{"first_name":"Katharina","last_name":"Schüller","full_name":"Schüller, Katharina"},{"first_name":"Thomas","last_name":"Skill","full_name":"Skill, Thomas"},{"full_name":"Weihs, Claus","last_name":"Weihs","first_name":"Claus"},{"full_name":"Weinert, Henrike","last_name":"Weinert","first_name":"Henrike"},{"orcid":"0000-0003-0616-1027","full_name":"Weisser, Christoph","id":"264138","first_name":"Christoph","last_name":"Weisser"}],"type":"journal_article","publication_status":"published","doi":"10.1007/s11943-026-00372-0","status":"public","date_updated":"2026-07-16T15:20:37Z","publisher":"Springer","oa":"1","year":"2026","article_type":"letter_note","_id":"6924","publication_identifier":{"eissn":["1863-8163"],"issn":["1863-8155"]}},{"date_created":"2026-06-01T14:03:16Z","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"publication":"LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop","citation":{"short":"A.P. Amorin, A. Python, C. Weisser, LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026).","ieee":"A. P. Amorin, A. Python, and C. Weisser, “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting,” <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026.","bibtex":"@article{Amorin_Python_Weisser_2026, title={Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>}, journal={LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop}, author={Amorin, Alvaro Paredes and Python, Andre and Weisser, Christoph}, year={2026} }","chicago":"Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2603.09085\">https://doi.org/10.48550/arXiv.2603.09085</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Amorin, Alvaro Paredes</span> ; <span style=\"font-variant:small-caps;\">Python, Andre</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span>: Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. In: <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i> (2026)","mla":"Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>.","ama":"Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2603.09085\">10.48550/arXiv.2603.09085</a>","apa":"Amorin, A. P., Python, A., &#38; Weisser, C. (2026). Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. <a href=\"https://doi.org/10.48550/arXiv.2603.09085\">https://doi.org/10.48550/arXiv.2603.09085</a>"},"publication_status":"published","type":"journal_article","user_id":"264138","title":"Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting","author":[{"full_name":"Amorin, Alvaro Paredes","first_name":"Alvaro Paredes","last_name":"Amorin"},{"first_name":"Andre","last_name":"Python","full_name":"Python, Andre"},{"last_name":"Weisser","id":"264138","first_name":"Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498074","full_name":"Weisser, Christoph","orcid":"0000-0003-0616-1027"}],"status":"public","doi":"10.48550/arXiv.2603.09085","oa":"1","year":"2026","date_updated":"2026-07-16T11:53:34Z","_id":"6957"},{"_id":"6959","doi":"10.48550/arXiv.2512.10793","status":"public","oa":"1","year":"2026","date_updated":"2026-07-16T11:52:22Z","publication":"LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop","citation":{"apa":"Schlee, M., Kivimaki, T., Mashiku,  Melchizedek, Weisser, C., &#38; Säfken, B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>","ama":"Schlee M, Kivimaki T, Mashiku  Melchizedek, Weisser C, Säfken B. LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>","mla":"Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>.","chicago":"Schlee, Michael, Timo Kivimaki,  Melchizedek Mashiku, Christoph Weisser, and Benjamin Säfken. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schlee, Michael</span> ; <span style=\"font-variant:small-caps;\">Kivimaki, Timo</span> ; <span style=\"font-variant:small-caps;\">Mashiku,  Melchizedek</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span> ; <span style=\"font-variant:small-caps;\">Säfken, Benjamin</span>: LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. In: <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i> (2026)","short":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, B. Säfken, LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026).","ieee":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, and B. Säfken, “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification,” <i>LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop</i>, 2026.","bibtex":"@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>}, journal={LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop}, author={Schlee, Michael and Kivimaki, Timo and Mashiku,  Melchizedek and Weisser, Christoph and Säfken, Benjamin}, year={2026} }"},"type":"journal_article","publication_status":"published","user_id":"264138","author":[{"full_name":"Schlee, Michael","first_name":"Michael","last_name":"Schlee"},{"first_name":"Timo","last_name":"Kivimaki","full_name":"Kivimaki, Timo"},{"full_name":"Mashiku,  Melchizedek","first_name":" Melchizedek","last_name":"Mashiku"},{"last_name":"Weisser","id":"264138","first_name":"Christoph","full_name":"Weisser, Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396","orcid":"0000-0003-0616-1027"},{"full_name":"Säfken, Benjamin","first_name":"Benjamin","last_name":"Säfken"}],"title":"LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"date_created":"2026-06-01T14:04:19Z"},{"date_updated":"2026-07-07T05:52:44Z","publisher":"MDPI AG","year":"2026","volume":18,"oa":"1","issue":"11","doi":"10.3390/su18115612","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"status":"public","publication_identifier":{"eissn":["2071-1050"]},"article_type":"original","_id":"7037","article_number":"5612","intvolume":"        18","keyword":["assessment method","circular economy","c-Si photovoltaics","refurbish","remanufacture","repair","R-principles"],"abstract":[{"lang":"eng","text":"The development of resource-efficient products based on a comprehensive assessment of the R-principles is becoming increasingly important in the context of the Eco-Design Regulation. However, there is no basis for assessing c-Si photovoltaic modules in the context of REpair, REfurbish, and REmanufacture. The aim of this study is therefore to create an assessment basis including a definition framework and a selection of priority parts. The results are a basic functional and structural analysis, an initial catalog of criteria for a semi-quantitative assessment method, and a weighting of priority parts. It becomes clear that individual cells and connection components are particularly relevant for REpair and REfurbish. For REmanufacture, attention should be paid to the entirety of the cells, the frame, and the glass. Overall, a method is created that, in application, lays the foundation for a sustainable product design of photovoltaic modules improved for the circular economy and can be further optimized.              "}],"quality_controlled":"1","language":[{"iso":"eng"}],"date_created":"2026-07-06T09:22:07Z","main_file_link":[{"url":"https://www.mdpi.com/2071-1050/18/11/5612","open_access":"1"}],"user_id":"220548","department":[{"_id":"103"}],"title":"REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development","author":[{"last_name":"Schnatmann","id":"233154","first_name":"Anna Katharina","full_name":"Schnatmann, Anna Katharina"},{"first_name":"Heike","last_name":"Wulf","full_name":"Wulf, Heike"},{"orcid":"0000-0002-2481-7141","full_name":"Schoden, Fabian","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886","last_name":"Schoden","first_name":"Fabian","id":"210954"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887","full_name":"Schwenzfeier-Hellkamp, Eva","first_name":"Eva","id":"72528","last_name":"Schwenzfeier-Hellkamp","orcid":"0000-0002-3020-1343"}],"type":"journal_article","publication_status":"published","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)"},"citation":{"ama":"Schnatmann AK, Wulf H, Schoden F, Schwenzfeier-Hellkamp E. REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>. 2026;18(11). doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>","mla":"Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i>, vol. 18, no. 11, 5612, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>.","apa":"Schnatmann, A. K., Wulf, H., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2026). REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>, <i>18</i>(11). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>","ieee":"A. K. Schnatmann, H. Wulf, F. Schoden, and E. Schwenzfeier-Hellkamp, “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development,” <i>Sustainability</i>, vol. 18, no. 11, 2026.","bibtex":"@article{Schnatmann_Wulf_Schoden_Schwenzfeier-Hellkamp_2026, title={REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development}, volume={18}, DOI={<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>}, number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2026} }","short":"A.K. Schnatmann, H. Wulf, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 18 (2026).","chicago":"Schnatmann, Anna Katharina, Heike Wulf, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i> 18, no. 11 (2026). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schnatmann, Anna Katharina</span> ; <span style=\"font-variant:small-caps;\">Wulf, Heike</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026), Nr. 11"},"publication":"Sustainability"},{"title":"Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI","user_id":"220548","author":[{"last_name":"Schwede","first_name":"Christian","id":"237874","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-0431-6547/work/219583826","full_name":"Schwede, Christian","orcid":"0009-0003-0431-6547"},{"full_name":"Schipper, Lennart","first_name":"Lennart","last_name":"Schipper"},{"full_name":"Cirullies, Jan","first_name":"Jan","last_name":"Cirullies"}],"publication_status":"published","type":"conference","citation":{"short":"C. Schwede, L. Schipper, J. Cirullies, in: Association for Computing Machinery (Ed.), Proceedings of the 2026 9th International Conference on Computers in Management and Business, ACM, New York, NY, USA, 2026, pp. 102–106.","bibtex":"@inproceedings{Schwede_Schipper_Cirullies_2026, place={New York, NY, USA}, title={Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI}, DOI={<a href=\"https://doi.org/10.1145/3802463.3802479\">10.1145/3802463.3802479</a>}, booktitle={Proceedings of the 2026 9th International Conference on Computers in Management and Business}, publisher={ACM}, author={Schwede, Christian and Schipper, Lennart and Cirullies, Jan}, editor={Association for Computing MachineryEditor}, year={2026}, pages={102–106} }","ieee":"C. Schwede, L. Schipper, and J. Cirullies, “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI,” in <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>, Tokyo Japan, 2026, pp. 102–106.","alphadin":"<span style=\"font-variant:small-caps;\">Schwede, Christian</span> ; <span style=\"font-variant:small-caps;\">Schipper, Lennart</span> ; <span style=\"font-variant:small-caps;\">Cirullies, Jan</span>: Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI. In: <span style=\"font-variant:small-caps;\">Association for Computing Machinery</span> (Hrsg.): <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>. New York, NY, USA : ACM, 2026, S. 102–106","chicago":"Schwede, Christian, Lennart Schipper, and Jan Cirullies. “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign Using Agentic AI.” In <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>, edited by Association for Computing Machinery, 102–6. New York, NY, USA: ACM, 2026. <a href=\"https://doi.org/10.1145/3802463.3802479\">https://doi.org/10.1145/3802463.3802479</a>.","ama":"Schwede C, Schipper L, Cirullies J. Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI. In: Association for Computing Machinery, ed. <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>. New York, NY, USA: ACM; 2026:102-106. doi:<a href=\"https://doi.org/10.1145/3802463.3802479\">10.1145/3802463.3802479</a>","mla":"Schwede, Christian, et al. “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign Using Agentic AI.” <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i>, edited by Association for Computing Machinery, ACM, 2026, pp. 102–06, doi:<a href=\"https://doi.org/10.1145/3802463.3802479\">10.1145/3802463.3802479</a>.","apa":"Schwede, C., Schipper, L., &#38; Cirullies, J. (2026). Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI. In Association for Computing Machinery (Ed.), <i>Proceedings of the 2026 9th International Conference on Computers in Management and Business</i> (pp. 102–106). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/3802463.3802479\">https://doi.org/10.1145/3802463.3802479</a>"},"place":"New York, NY, USA","publication":"Proceedings of the 2026 9th International Conference on Computers in Management and Business","quality_controlled":"1","date_created":"2026-07-03T07:57:42Z","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"conference":{"name":"ICCMB 2026: 2026 9th International Conference on Computers in Management and Business","start_date":"2026-02-27","location":"Tokyo Japan","end_date":"2026-03-01"},"publication_identifier":{"isbn":["9798400722288"]},"_id":"7036","date_updated":"2026-07-03T15:07:37Z","corporate_editor":["Association for Computing Machinery"],"year":"2026","oa":"1","publisher":"ACM","status":"public","doi":"10.1145/3802463.3802479","page":"102-106","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}]},{"status":"public","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"},{"_id":"72dfeb62-b436-11ed-9513-f39505d26204","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"}],"doi":"10.4119/UNIBI/3016397","date_updated":"2026-06-30T20:45:45Z","year":"2026","oa":"1","publisher":"Universität Bielefeld","_id":"6914","supervisor":[{"full_name":"Rückert, Ulrich","first_name":"Ulrich","last_name":"Rückert"},{"id":"213480","first_name":"Axel","last_name":"Schneider","full_name":"Schneider, Axel","orcid":"0000-0002-6632-3473"}],"date_created":"2026-05-20T17:29:01Z","main_file_link":[{"url":"https://doi.org/10.4119/unibi/3016397","open_access":"1"}],"language":[{"iso":"eng"}],"citation":{"chicago":"Mechtenberg, Malte. <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and SEMG Forward Modelling for In Vivo Innervation Zone Tracking</i>. Universität Bielefeld, 2026. <a href=\"https://doi.org/10.4119/UNIBI/3016397\">https://doi.org/10.4119/UNIBI/3016397</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Mechtenberg, Malte</span>: <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and sEMG Forward Modelling for In Vivo Innervation Zone Tracking</i> : Universität Bielefeld, 2026","short":"M. Mechtenberg, Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and SEMG Forward Modelling for In Vivo Innervation Zone Tracking, Universität Bielefeld, 2026.","ieee":"M. Mechtenberg, <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and sEMG Forward Modelling for In Vivo Innervation Zone Tracking</i>. Universität Bielefeld, 2026.","bibtex":"@book{Mechtenberg_2026, title={Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and sEMG Forward Modelling for In Vivo Innervation Zone Tracking}, DOI={<a href=\"https://doi.org/10.4119/UNIBI/3016397\">10.4119/UNIBI/3016397</a>}, publisher={Universität Bielefeld}, author={Mechtenberg, Malte}, year={2026} }","apa":"Mechtenberg, M. (2026). <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and sEMG Forward Modelling for In Vivo Innervation Zone Tracking</i>. Universität Bielefeld. <a href=\"https://doi.org/10.4119/UNIBI/3016397\">https://doi.org/10.4119/UNIBI/3016397</a>","mla":"Mechtenberg, Malte. <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and SEMG Forward Modelling for In Vivo Innervation Zone Tracking</i>. Universität Bielefeld, 2026, doi:<a href=\"https://doi.org/10.4119/UNIBI/3016397\">10.4119/UNIBI/3016397</a>.","ama":"Mechtenberg M. <i>Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and SEMG Forward Modelling for In Vivo Innervation Zone Tracking</i>. Universität Bielefeld; 2026. doi:<a href=\"https://doi.org/10.4119/UNIBI/3016397\">10.4119/UNIBI/3016397</a>"},"user_id":"218573","title":"Advancements In Biosignal Analysis For Models of Musculotendon Actuators. Ultrasound B-Mode Imaging for Tendon Stiffness Estimation and sEMG Forward Modelling for In Vivo Innervation Zone Tracking","extern":"1","author":[{"full_name":"Mechtenberg, Malte","id":"218573","first_name":"Malte","last_name":"Mechtenberg","orcid":"0000-0002-8958-0931"}],"publication_status":"published","type":"dissertation"},{"date_created":"2026-06-29T09:24:35Z","language":[{"iso":"ger"}],"quality_controlled":"1","abstract":[{"lang":"ger","text":"Ansätze von Peer-Unterstützung sind häufig von einem Zusammenwirken zwischen Peer-Unterstützer*innen und Fachkräften ohne eigene Betroffenheit gekennzeichnet, wodurch unterschiedliche Formen von Wissensbeständen und Perspektiven aufeinandertreffen und im praktischen Unterstützungshandeln ausgehandelt werden müssen. Der vorliegende Beitrag nimmt dieses Phänomen aus einer qualitativ-empirischen Perspektive anhand eines konkreten Ansatzes in den Blick und rekonstruiert auf Basis von Einzelinterviews und Gruppendiskussionen mit Peer-Unterstützer*innen das Verhältnis zu Fachkräften der Sozialen Arbeit. Im Zuge des iterativ-zirkulären Forschungsprozesses konnte ein ambivalentes Verhältnis einer Minimierung von Grenzen zwischen den beiden Akteur*innengruppen auf der einen Seite und unterschiedlichen Formen der Grenzziehung auf der anderen Seite identifiziert werden. Einem Verständnis als gemeinsame Unterstützer*innengruppe stehen Praktiken der Profilierung der jeweiligen Gruppe gegenüber – beispielsweise im Sinne einer unterschiedlichen Anerkennung von Wissensbeständen, einer Legitimierung der eigenen Funktion innerhalb der Organisation oder durch wahrgenommene Konkurrenzverhältnisse zwischen Peer-Unterstützer*innen und Fachkräften. Aus theoretischer Perspektive von Multiprofessionalität und dem Verhältnis von Ehrenamt und Sozialer Arbeit kann das aufgefundene Spektrum als Ausdruck eines Spannungsfeldes zwischen der Herstellung von Differenz und Profilierung der eigenen, spezifischen Wissensbasis („boundary work“) auf der einen Seite und dem Bestreben nach Zugehörigkeit und einem gemeinsamen Teamverständnis zwischen den beiden Akteur*innengruppen auf der anderen Seite betrachtet werden. Dabei zeigen sich Machtdynamiken, die durch die Spezifik von Peer-Unterstützung und einer ehrenamtlichen Ausgestaltung verstärkt werden."},{"lang":"eng","text":"Peer support approaches often involve collaboration between individuals offering peer support and professionals who are not personally affected, whereby various perspectives and levels of knowledge are encountered and must be resolved to provide practical support. In this article, this interplay is examined using a qualitative–empirical perspective based on a concrete approach and reconstructs their relationship with social work professionals based on individual interviews and group discussions with peer supporters. From the iterative research process, an ambivalent relationship was identified between the two groups regarding the drawing of boundaries. A relationship as a shared support group is contrasted by the practices that highlight their different roles, e.g., differences in types of knowledge, the legitimization of one’s own role within the organization, and how competition between peer supporters and professionals is perceived. From the theoretical perspective of multiprofessionalism and the relationship between volunteer work and social work, this can be understood, on the one hand, as an expression of the complex interplay between their differences and their own knowledge base (boundary work), and, on the other hand, the striving for belonging and a shared understanding of teamwork between the two groups. This reveals power dynamics that are intensified through the specific nature of peer support and its voluntary character."}],"file":[{"relation":"main_file","content_type":"application/pdf","access_level":"open_access","success":1,"file_id":"7027","date_updated":"2026-06-29T09:22:47Z","file_size":264012,"file_name":"Lammers, Klara (2026); In dem Moment ist es ein Zwei-Mann-Team.pdf","creator":"klammers","date_created":"2026-06-29T09:22:47Z"}],"publication":"Soziale Passagen","citation":{"ama":"Lammers K. „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. <i>Soziale Passagen</i>. 2026. doi:<a href=\"https://doi.org/10.1007/s12592-026-00587-6\">10.1007/s12592-026-00587-6</a>","mla":"Lammers, Klara. “„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“.” <i>Soziale Passagen</i>, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1007/s12592-026-00587-6\">10.1007/s12592-026-00587-6</a>.","apa":"Lammers, K. (2026). „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. <i>Soziale Passagen</i>. <a href=\"https://doi.org/10.1007/s12592-026-00587-6\">https://doi.org/10.1007/s12592-026-00587-6</a>","short":"K. Lammers, Soziale Passagen (2026).","ieee":"K. Lammers, “„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“,” <i>Soziale Passagen</i>, 2026.","bibtex":"@article{Lammers_2026, title={„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“}, DOI={<a href=\"https://doi.org/10.1007/s12592-026-00587-6\">10.1007/s12592-026-00587-6</a>}, journal={Soziale Passagen}, publisher={Springer Science and Business Media LLC}, author={Lammers, Klara}, year={2026} }","chicago":"Lammers, Klara. “„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“.” <i>Soziale Passagen</i>, 2026. <a href=\"https://doi.org/10.1007/s12592-026-00587-6\">https://doi.org/10.1007/s12592-026-00587-6</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Lammers, Klara</span>: „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. In: <i>Soziale Passagen</i>, Springer Science and Business Media LLC (2026)"},"file_date_updated":"2026-06-29T09:22:47Z","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","type":"journal_article","user_id":"220548","title":"„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“","department":[{"_id":"105"}],"author":[{"orcid":"0000-0001-7576-4812","full_name":"Lammers, Klara","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7576-4812/work/219071683","first_name":"Klara","id":"218459","last_name":"Lammers"}],"has_accepted_license":"1","status":"public","doi":"10.1007/s12592-026-00587-6","year":"2026","oa":"1","publisher":"Springer Science and Business Media LLC","date_updated":"2026-06-29T11:04:43Z","_id":"7026","article_type":"original","alternative_title":["Eine qualitative Studie zum Verhältnis von ehrenamtlichen Peer-Unterstützer*innen und Fachkräften der Sozialen Arbeit"],"urn":"urn:nbn:de:hbz:bi10-70268","publication_identifier":{"eissn":["1867-0199"],"issn":["1867-0180"]}},{"type":"conference","user_id":"220548","author":[{"first_name":"Stefanie","last_name":"Pannier","full_name":"Pannier, Stefanie"},{"orcid":"0000-0003-1217-1360","full_name":"Kampe, Tim","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/218529160","id":"222105","first_name":"Tim","last_name":"Kampe"}],"title":"Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld","publication":"Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025","place":"Hildesheim","citation":{"apa":"Pannier, S., &#38; Kampe, T. (2026). Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. In A. Lange-Pitsoulis &#38; A. Pitsoulis (Eds.), <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i> (pp. 123–140). Hildesheim: Universitätsverlag Hildesheim. <a href=\"https://doi.org/10.18442/362\">https://doi.org/10.18442/362</a>","mla":"Pannier, Stefanie, and Tim Kampe. “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld.” <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i>, edited by Astrid Lange-Pitsoulis and Athanassios Pitsoulis, Universitätsverlag Hildesheim, 2026, pp. 123–40, doi:<a href=\"https://doi.org/10.18442/362\">https://doi.org/10.18442/362</a>.","ama":"Pannier S, Kampe T. Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. In: Lange-Pitsoulis A, Pitsoulis A, eds. <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i>. Hildesheim: Universitätsverlag Hildesheim; 2026:123-140. doi:<a href=\"https://doi.org/10.18442/362\">https://doi.org/10.18442/362</a>","alphadin":"<span style=\"font-variant:small-caps;\">Pannier, Stefanie</span> ; <span style=\"font-variant:small-caps;\">Kampe, Tim</span>: Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. In: <span style=\"font-variant:small-caps;\">Lange-Pitsoulis, A.</span> ; <span style=\"font-variant:small-caps;\">Pitsoulis, A.</span> (Hrsg.): <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i>. Hildesheim : Universitätsverlag Hildesheim, 2026, S. 123–140","chicago":"Pannier, Stefanie, and Tim Kampe. “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld.” In <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i>, edited by Astrid Lange-Pitsoulis and Athanassios Pitsoulis, 123–40. Hildesheim: Universitätsverlag Hildesheim, 2026. <a href=\"https://doi.org/10.18442/362\">https://doi.org/10.18442/362</a>.","short":"S. Pannier, T. Kampe, in: A. Lange-Pitsoulis, A. Pitsoulis (Eds.), Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025, Universitätsverlag Hildesheim, Hildesheim, 2026, pp. 123–140.","bibtex":"@inproceedings{Pannier_Kampe_2026, place={Hildesheim}, title={Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld}, DOI={<a href=\"https://doi.org/10.18442/362\">https://doi.org/10.18442/362</a>}, booktitle={Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025}, publisher={Universitätsverlag Hildesheim}, author={Pannier, Stefanie and Kampe, Tim}, editor={Lange-Pitsoulis, Astrid and Pitsoulis, AthanassiosEditors}, year={2026}, pages={123–140} }","ieee":"S. Pannier and T. Kampe, “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld,” in <i>Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025</i>, Hildesheim, 2026, pp. 123–140."},"keyword":["Persönlichkeit","Kompetenzen","Coaching","Inkubator-Programm","Entrepreneurship Education"],"language":[{"iso":"ger"}],"main_file_link":[{"open_access":"1","url":"https://hilpub.uni-hildesheim.de/entities/publication/10b879f5-c9d6-456a-a772-d2127b7aa338"}],"date_created":"2026-06-23T13:39:54Z","abstract":[{"lang":"eng","text":"Die Gründungsförderung an deutschen Hochschulen hat sich in den letzten zwei Jahrzehnten stark etabliert. Neben dem Ausbau von Professuren und Entrepreneurship-affinen Lehrstühlen trugen insbesondere Förderprogramme wie EXIST dazu bei, dass heute an den meisten Hochschulen Strukturen zur Unterstützung von Gründungsinteressierten bestehen. Während klassische Inkubator-Programme bislang vor allem auf betriebswirtschaftliche ‚Hard Skills‘ fokussierten, rückt zunehmend die Bedeutung von Persönlichkeitseigenschaften und (inter-)personalen Kompetenzen für den Gründungserfolg in den Vordergrund. Der Beitrag untersucht daher die Integration von Persönlichkeitscoaching in Inkubator-Programme und diskutiert dies am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. Auf Basis aktueller Forschung sowie etablierter Kompetenzrahmen wie der Entrepreneurial Skills Charta und dem Europäischen Referenzrahmens für unternehmerische Kompetenzen (EntreComp) werden zentrale Eigenschaften wie Selbstwirksamkeit, emotionale Stabilität und Risikoeignung herausgestellt. Diese Eigenschaften beeinflussen maßgeblich die Fähigkeit von Gründerinnen und Gründern, Herausforderungen zu bewältigen, Entscheidungen zu treffen und in unsicheren Situationen handlungsfähig zu bleiben. Das vorgestellte Coaching-Konzept kombiniert individuelle und teamorientierte Ansätze mit praxisnahen Methoden, die Selbstreflexion, Resilienz und die Entwicklung langfristiger Handlungskompetenzen fördern. Damit wird ein Beitrag zur Weiterentwicklung der Entrepreneurship Education geleistet, der die dynamische Wechselwirkung zwischen Kompetenzerwerb, Motivation und Persönlichkeitsentwicklung berücksichtigt. Das Fazit zeigt, dass Persönlichkeitscoaching eine bedeutsame Ergänzung bestehender Förderformate darstellt und eine ganzheitliche Qualifizierung von Gründungspersönlichkeiten ermöglicht. Perspektivisch wird eine Ausweitung des Coachings empfohlen, um die nachhaltige Verankerung affektiver und persönlichkeitsbezogener Dimensionen in der Gründungsförderung sicherzustellen."}],"quality_controlled":"1","conference":{"start_date":"2025-06-07","location":"Hildesheim","end_date":"2025-06-07","name":"2. Entrepreneurship Education Fachkonferenz"},"_id":"7008","editor":[{"last_name":"Lange-Pitsoulis","first_name":"Astrid","full_name":"Lange-Pitsoulis, Astrid"},{"full_name":"Pitsoulis, Athanassios","first_name":"Athanassios","last_name":"Pitsoulis"}],"publisher":"Universitätsverlag Hildesheim","year":"2026","oa":"1","date_updated":"2026-06-24T08:44:58Z","doi":"https://doi.org/10.18442/362","page":"123-140","status":"public"},{"publication_identifier":{"issn":["0167-9236"]},"_id":"6990","article_number":"114700","date_updated":"2026-06-17T06:04:40Z","publisher":"Elsevier BV","year":"2026","volume":208,"oa":"1","doi":"10.1016/j.dss.2026.114700","status":"public","title":"Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling","user_id":"220548","author":[{"orcid":"0000-0002-7190-7510","id":"260490","first_name":"Nadine","last_name":"Schröder","full_name":"Schröder, Nadine"},{"first_name":"Andreas","last_name":"Falke","full_name":"Falke, Andreas"},{"first_name":"Herbert","last_name":"Endres","full_name":"Endres, Herbert"}],"type":"journal_article","publication_status":"published","citation":{"apa":"Schröder, N., Falke, A., &#38; Endres, H. (2026). Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling. <i>Decision Support Systems</i>, <i>208</i>. <a href=\"https://doi.org/10.1016/j.dss.2026.114700\">https://doi.org/10.1016/j.dss.2026.114700</a>","mla":"Schröder, Nadine, et al. “Guiding Decisions in Empirical Research: A Precision-Driven App with Context-Specific Criteria for Confirmatory Factor Analysis and Structural Equation Modeling.” <i>Decision Support Systems</i>, vol. 208, 114700, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.dss.2026.114700\">10.1016/j.dss.2026.114700</a>.","ama":"Schröder N, Falke A, Endres H. Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling. <i>Decision Support Systems</i>. 2026;208. doi:<a href=\"https://doi.org/10.1016/j.dss.2026.114700\">10.1016/j.dss.2026.114700</a>","chicago":"Schröder, Nadine, Andreas Falke, and Herbert Endres. “Guiding Decisions in Empirical Research: A Precision-Driven App with Context-Specific Criteria for Confirmatory Factor Analysis and Structural Equation Modeling.” <i>Decision Support Systems</i> 208 (2026). <a href=\"https://doi.org/10.1016/j.dss.2026.114700\">https://doi.org/10.1016/j.dss.2026.114700</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schröder, Nadine</span> ; <span style=\"font-variant:small-caps;\">Falke, Andreas</span> ; <span style=\"font-variant:small-caps;\">Endres, Herbert</span>: Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling. In: <i>Decision Support Systems</i> Bd. 208, Elsevier BV (2026)","short":"N. Schröder, A. Falke, H. Endres, Decision Support Systems 208 (2026).","ieee":"N. Schröder, A. Falke, and H. Endres, “Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling,” <i>Decision Support Systems</i>, vol. 208, 2026.","bibtex":"@article{Schröder_Falke_Endres_2026, title={Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling}, volume={208}, DOI={<a href=\"https://doi.org/10.1016/j.dss.2026.114700\">10.1016/j.dss.2026.114700</a>}, number={114700}, journal={Decision Support Systems}, publisher={Elsevier BV}, author={Schröder, Nadine and Falke, Andreas and Endres, Herbert}, year={2026} }"},"alternative_id":["6991"],"publication":"Decision Support Systems","intvolume":"       208","language":[{"iso":"eng"}],"date_created":"2026-06-15T21:35:29Z","main_file_link":[{"open_access":"1"}]},{"type":"journal_article","publication_status":"published","title":"The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study","user_id":"220548","author":[{"orcid":"0000-0002-3468-3423","last_name":"Jagemann","first_name":"Inga","id":"252878","full_name":"Jagemann, Inga","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/217580444"},{"last_name":"Hegner","first_name":"Sabrina","full_name":"Hegner, Sabrina"},{"full_name":"Hirschfeld, Gerrit","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/217580445","first_name":"Gerrit","id":"234690","last_name":"Hirschfeld","orcid":"0000-0003-2143-4564"}],"publication":"JMIR Human Factors","citation":{"ama":"Jagemann I, Hegner S, Hirschfeld G. The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. <i>JMIR Human Factors</i>. 2026;13:e93489-e93489. doi:<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>","mla":"Jagemann, Inga, et al. “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.” <i>JMIR Human Factors</i>, vol. 13, JMIR Publications Inc., 2026, pp. e93489–e93489, doi:<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>.","apa":"Jagemann, I., Hegner, S., &#38; Hirschfeld, G. (2026). The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. <i>JMIR Human Factors</i>, <i>13</i>, e93489–e93489. <a href=\"https://doi.org/10.2196/93489\">https://doi.org/10.2196/93489</a>","short":"I. Jagemann, S. Hegner, G. Hirschfeld, JMIR Human Factors 13 (2026) e93489–e93489.","ieee":"I. Jagemann, S. Hegner, and G. Hirschfeld, “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study,” <i>JMIR Human Factors</i>, vol. 13, pp. e93489–e93489, 2026.","bibtex":"@article{Jagemann_Hegner_Hirschfeld_2026, title={The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study}, volume={13}, DOI={<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>}, journal={JMIR Human Factors}, publisher={JMIR Publications Inc.}, author={Jagemann, Inga and Hegner, Sabrina and Hirschfeld, Gerrit}, year={2026}, pages={e93489–e93489} }","chicago":"Jagemann, Inga, Sabrina Hegner, and Gerrit Hirschfeld. “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.” <i>JMIR Human Factors</i> 13 (2026): e93489–e93489. <a href=\"https://doi.org/10.2196/93489\">https://doi.org/10.2196/93489</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Jagemann, Inga</span> ; <span style=\"font-variant:small-caps;\">Hegner, Sabrina</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span>: The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. In: <i>JMIR Human Factors</i> Bd. 13, JMIR Publications Inc. (2026), S. e93489–e93489"},"intvolume":"        13","language":[{"iso":"eng"}],"date_created":"2026-06-11T21:15:29Z","main_file_link":[{"open_access":"1"}],"abstract":[{"lang":"eng","text":"Background: Artificial intelligence–based skin cancer screening apps (AISCSAs) offer diagnostic potential but face limited adoption. App store cues, such as ratings, may influence acceptance; yet, little is known about how users cognitively process app store information in high-stakes health contexts. To address this gap, eye-tracking was used to measure visual attention while participants evaluated a mock AISCSA app store listing.\r\n\r\nObjective: This study aimed to test whether a single negative rating captures visual attention and whether an extended technology acceptance model (TAM) can predict behavioral intention to use (BI) AISCSAs.\r\n\r\nMethods: Participants (N=76) evaluated a mock app store listing for an AISCSA under positive (n=42) or negative (n=34) rating conditions while their eye movements were recorded. Analyses combined fixation durations in defined areas of interest (AOIs) with self-reported measures of perceived usefulness (PU), perceived ease of use (PEOU), trust, BI, willingness to pay, and the self-rated importance of app attributes.\r\n\r\nResults: Normalized fixation durations (seconds per square pixel) revealed the highest attention to the description (0.166 s/px2), followed by the reviews (0.11 s/px2) and the ratings (0.04 s/px2), while the price and the data protection received the least attention. Of the 5 self-rated app attributes, only reviews correlated positively with fixation durations on the reviews-AOI (r=0.28; P=.01). Rating valence had no significant effect on gaze patterns, PU, PEOU, trust, BI, or willingness to pay (all Ps>.05). However, PEOU (P=.001), PU (P<.001), and trust (P<.001) were significantly correlated with BI.\r\n\r\nConclusions: Although the expected attentional capture effect of the negative rating was not observed, the weak or nonexistent associations between fixation durations on the AOIs and the self-rated importance of app attributes suggest that eye-tracking captures aspects of information processing that are not directly reflected in self-reported evaluations. These findings indicate that eye-tracking provides a more direct approximation of actual user behavior by revealing implicit attentional processes beyond what is captured by questionnaires. While the technology acceptance model constructs and trust predicted BI, rating valence alone did not affect acceptance or gaze behavior. In high-stakes health contexts, textual information may outweigh rating valence in driving adoption. Future research should explore conditions under which rating valence matters, including more extreme rating contrasts, variations in accompanying review texts, and the influence of individual differences such as preexisting attitudes toward artificial intelligence and levels of artificial intelligence literacy."}],"publication_identifier":{"eissn":["2292-9495"]},"_id":"6986","publisher":"JMIR Publications Inc.","volume":13,"year":"2026","oa":"1","date_updated":"2026-06-13T08:39:23Z","page":"e93489-e93489","doi":"10.2196/93489","status":"public"},{"language":[{"iso":"eng"}],"date_created":"2026-04-08T07:33:14Z","file":[{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","file_size":946848,"file_name":"Poster_HebaPäd_2026_Lammert_et_al.pdf","date_created":"2026-04-24T08:13:29Z","creator":"kteschke","file_id":"6852","date_updated":"2026-04-24T08:13:29Z"},{"file_id":"6851","date_updated":"2026-04-23T19:29:40Z","file_name":"Quellen_Poster_HebaPäd_2026_Lammert_et_al.pdf","file_size":175573,"date_created":"2026-04-23T19:29:40Z","creator":"kteschke","relation":"main_file","content_type":"application/pdf","access_level":"open_access","success":1},{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","file_size":82121,"file_name":"Bauplan_HSBI_ALL4s.pdf","date_created":"2026-04-20T17:25:53Z","creator":"kteschke","file_id":"6844","date_updated":"2026-04-20T17:25:53Z"},{"success":1,"access_level":"open_access","content_type":"application/octet-stream","relation":"main_file","creator":"kteschke","date_created":"2026-04-20T17:25:53Z","file_name":"3D_Druckdatei_Kopfmodell_indifferent.stp","file_size":576644,"date_updated":"2026-04-20T17:25:53Z","file_id":"6843"},{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/octet-stream","file_size":287584,"file_name":"3D_Druckdatei_Kopfmodell_indifferent.stl","creator":"kteschke","date_created":"2026-05-02T07:18:51Z","file_id":"6885","date_updated":"2026-05-02T07:18:51Z"}],"keyword":["Pädagogik","Hebammenwissenschaft","Konzeption","Simulationsbasierte Trainings","Beckenendlage","Vierfüßlerstand","HSBI-All4s","Optimierung Geburtssimulator"],"citation":{"short":"M. Lammert, K. Teschke, P. Bakker, A. Bernloehr, in: Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi), Deutscher Hebammenverband (DHV) (Eds.), Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026, 2026.","ieee":"M. Lammert, K. Teschke, P. Bakker, and A. Bernloehr, “Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul,” in <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>, Leipzig, 2026.","bibtex":"@inproceedings{Lammert_Teschke_Bakker_Bernloehr_2026, title={Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul}, DOI={<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>}, booktitle={Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026}, author={Lammert, Maike and Teschke, Karin and Bakker, Pia and Bernloehr, Annette}, editor={Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV)Editors}, year={2026} }","chicago":"Lammert, Maike, Karin Teschke, Pia Bakker, and Annette Bernloehr. “Maßgeschneiderte Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale Untersuchungsmodul.” In <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026. <a href=\"https://doi.org/10.57720/6823\">https://doi.org/10.57720/6823</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Lammert, Maike</span> ; <span style=\"font-variant:small-caps;\">Teschke, Karin</span> ; <span style=\"font-variant:small-caps;\">Bakker, Pia</span> ; <span style=\"font-variant:small-caps;\">Bernloehr, Annette</span>: Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In: <span style=\"font-variant:small-caps;\">Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi)</span> ; <span style=\"font-variant:small-caps;\">Deutscher Hebammenverband (DHV)</span> (Hrsg.): <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>, 2026","ama":"Lammert M, Teschke K, Bakker P, Bernloehr A. Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In: Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi), Deutscher Hebammenverband (DHV), eds. <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>. ; 2026. doi:<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>","mla":"Lammert, Maike, et al. “Maßgeschneiderte Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale Untersuchungsmodul.” <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026, doi:<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>.","apa":"Lammert, M., Teschke, K., Bakker, P., &#38; Bernloehr, A. (2026). Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) &#38; Deutscher Hebammenverband (DHV) (Eds.), <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>. Leipzig. <a href=\"https://doi.org/10.57720/6823\">https://doi.org/10.57720/6823</a>"},"publication":"Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026","author":[{"last_name":"Lammert","first_name":"Maike","id":"246416","full_name":"Lammert, Maike"},{"id":"248956","first_name":"Karin","last_name":"Teschke","full_name":"Teschke, Karin"},{"last_name":"Bakker","id":"246514","first_name":"Pia","full_name":"Bakker, Pia"},{"full_name":"Bernloehr, Annette","last_name":"Bernloehr","id":"246532","first_name":"Annette"}],"user_id":"220548","title":"Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul","type":"conference_abstract","file_date_updated":"2026-05-02T07:18:51Z","doi":"10.57720/6823","status":"public","has_accepted_license":"1","corporate_editor":["Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi)","Deutscher Hebammenverband (DHV)"],"date_updated":"2026-06-08T08:22:54Z","oa":"1","year":"2026","urn":"urn:nbn:de:hbz:bi10-68239","_id":"6823","conference":{"end_date":"2026-05-03","location":"Leipzig","start_date":"2026-05-03","name":"HebaPäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; 2026"}},{"date_updated":"2026-06-08T08:21:59Z","publisher":"Ubiquity Press, Ltd.","year":"2026","oa":"1","volume":14,"doi":"10.5334/jopd.136","issue":"1","has_accepted_license":"1","publication_identifier":{"eissn":["2050-9863"]},"article_type":"original","_id":"6936","article_number":"1","related_material":{"link":[{"relation":"contains","url":"https://openpsychologydata.metajnl.com/articles/136/files/6a19696729fb6.pdf"}]},"file":[{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","file_name":"6a19696729fb6.pdf","file_size":3199701,"creator":"bcahill","date_created":"2026-05-29T18:59:40Z","file_id":"6937","date_updated":"2026-05-29T18:59:40Z"}],"abstract":[{"lang":"eng","text":"The data presented here derives from the Sustainable Working Conditions in Academia survey (STAIRCASE) on researcher mental health. The survey addresses the ongoing mental health crisis in academia by providing comprehensive, multilevel data on researcher well-being and its structural determinants. We employed a cross-sectional between-participant study design to collect data from 4,296 researchers between September 15, 2023, and August 26, 2024. The sample, which primarily includes researchers based in European countries, has a mean age of 38.1 years (SD = 10.7) and consists of 63.7% female participants. Participants provided data on key mental health outcomes – including depression, anxiety, stress, burnout, and well-being – alongside detailed assessments of working conditions, leadership behavior, and organizational characteristics. The dataset facilitates a holistic, multilevel investigation of academic mental health beyond individual risk factors by including the individual, leadership, institutional, and national context. By enabling analyses across hierarchical levels this dataset provides the necessary evidence to identify systemic drivers of mental (ill) health and inform the development of effective, system-wide strategies for meaningful change in academic work environments."}],"language":[{"iso":"eng"}],"title":"Data from the Researcher Mental Health Observatory STAIRCASE Survey","file_date_updated":"2026-05-29T18:59:40Z","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","citation":{"apa":"Lasser, J., Mol, S. T., Čontala, A., Slavec, A., de Swarte, A. Z., Khachatryan, A., … Dhamo, X. (2026). Data from the Researcher Mental Health Observatory STAIRCASE Survey. <i>Journal of Open Psychology Data</i>, <i>14</i>(1). <a href=\"https://doi.org/10.5334/jopd.136\">https://doi.org/10.5334/jopd.136</a>","ama":"Lasser J, Mol ST, Čontala A, et al. Data from the Researcher Mental Health Observatory STAIRCASE Survey. <i>Journal of Open Psychology Data</i>. 2026;14(1). doi:<a href=\"https://doi.org/10.5334/jopd.136\">10.5334/jopd.136</a>","mla":"Lasser, Jana, et al. “Data from the Researcher Mental Health Observatory STAIRCASE Survey.” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 1, Ubiquity Press, Ltd., 2026, doi:<a href=\"https://doi.org/10.5334/jopd.136\">10.5334/jopd.136</a>.","chicago":"Lasser, Jana, Stefan T. Mol, Alja Čontala, Ana Slavec, Andreja Zulim de Swarte, Anna Khachatryan, Anna Maria Eleuteri, et al. “Data from the Researcher Mental Health Observatory STAIRCASE Survey.” <i>Journal of Open Psychology Data</i> 14, no. 1 (2026). <a href=\"https://doi.org/10.5334/jopd.136\">https://doi.org/10.5334/jopd.136</a>.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Lasser, Jana</span> ; <span style=\"font-variant:small-caps;\">Mol, Stefan T.</span> ; <span style=\"font-variant:small-caps;\">Čontala, Alja</span> ; <span style=\"font-variant:small-caps;\">Slavec, Ana</span> ; <span style=\"font-variant:small-caps;\">de Swarte, Andreja Zulim</span> ; <span style=\"font-variant:small-caps;\">Khachatryan, Anna</span> ; <span style=\"font-variant:small-caps;\">Eleuteri, Anna Maria</span> ; <span style=\"font-variant:small-caps;\">Haque, Anupoma</span> ; u. a.</span>: Data from the Researcher Mental Health Observatory STAIRCASE Survey. In: <i>Journal of Open Psychology Data</i> Bd. 14, Ubiquity Press, Ltd. (2026), Nr. 1","ieee":"J. Lasser <i>et al.</i>, “Data from the Researcher Mental Health Observatory STAIRCASE Survey,” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 2026.","bibtex":"@article{Lasser_Mol_Čontala_Slavec_de Swarte_Khachatryan_Eleuteri_Haque_Jansone_Vrenozi_et al._2026, title={Data from the Researcher Mental Health Observatory STAIRCASE Survey}, volume={14}, DOI={<a href=\"https://doi.org/10.5334/jopd.136\">10.5334/jopd.136</a>}, number={11}, journal={Journal of Open Psychology Data}, publisher={Ubiquity Press, Ltd.}, author={Lasser, Jana and Mol, Stefan T. and Čontala, Alja and Slavec, Ana and de Swarte, Andreja Zulim and Khachatryan, Anna and Eleuteri, Anna Maria and Haque, Anupoma and Jansone, Baiba and Vrenozi, Blerina and et al.}, year={2026} }","short":"J. Lasser, S.T. Mol, A. Čontala, A. Slavec, A.Z. de Swarte, A. Khachatryan, A.M. Eleuteri, A. Haque, B. Jansone, B. Vrenozi, B. Cahill, C. Trenado, C. Schwieren, C.I. Iacob, C. Tejada-Gallardo, C. Mairean, D. McCashin, D. Chery, D. Özel, D. Stephen, D. Mijakoski, E. Ronda, E. Ricci, E. Ibrahimi, E. Vita, F. Kamberi, F.G. Benavides, F.V. Gonçalves, G. Kismihók, G.P. Manich, I. Esnaola, I. Portoghese, I. van der Weijden, I.G. Canu, I. Mehmeti, I.B. Petrovic, J. Šindelář, J.M.A. Ferreira, J. Gabrani, K.E. Kovács, K. Pöllänen, K. Geles, L.Y.M. Elkheir, L. Cudris-Torres, L.T. Løvseth, L. Ioannidou, L. Popovic, M.M. Aljunaidy, M.F. Saboya, M. Christensen, M. Santos, M. Miklikowska, M.E. Paoli, M. Schroijen, M. Fusi, M. Sundukova, M. Kurtoğlu, M. Vukelić, M.A. Anghelache, M.N. Adi, M. Barkçin, N.B. Rocha, N. Pranjic, O. Bogolyubova, P.A.S. Moreira, P. Moreira, P.M. Saugmann, R. Tuval-Mashiach, R.A. Mendes, S. Osmanovic, S. Ozdede, S. Lackner, S. Gauttier, S. Rusu, T. Lagouri, Ü. Yüce-Selvi, U. Ziemiańczyk, X. Dhamo, Journal of Open Psychology Data 14 (2026)."},"status":"public","urn":"urn:nbn:de:hbz:bi10-69363","intvolume":"        14","quality_controlled":"1","main_file_link":[{"open_access":"1","url":"https://openpsychologydata.metajnl.com/articles/10.5334/jopd.136"}],"date_created":"2026-05-29T19:04:46Z","user_id":"220548","author":[{"full_name":"Lasser, Jana","last_name":"Lasser","first_name":"Jana"},{"first_name":"Stefan T.","last_name":"Mol","full_name":"Mol, Stefan T."},{"full_name":"Čontala, Alja","last_name":"Čontala","first_name":"Alja"},{"last_name":"Slavec","first_name":"Ana","full_name":"Slavec, Ana"},{"full_name":"de Swarte, Andreja Zulim","first_name":"Andreja Zulim","last_name":"de Swarte"},{"last_name":"Khachatryan","first_name":"Anna","full_name":"Khachatryan, Anna"},{"last_name":"Eleuteri","first_name":"Anna Maria","full_name":"Eleuteri, Anna Maria"},{"first_name":"Anupoma","last_name":"Haque","full_name":"Haque, Anupoma"},{"full_name":"Jansone, Baiba","last_name":"Jansone","first_name":"Baiba"},{"first_name":"Blerina","last_name":"Vrenozi","full_name":"Vrenozi, Blerina"},{"orcid":"0000-0002-7325-5114","last_name":"Cahill","id":"257249","first_name":"Brian","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7325-5114/work/216360880","full_name":"Cahill, Brian"},{"last_name":"Trenado","first_name":"Carlos","full_name":"Trenado, Carlos"},{"full_name":"Schwieren, Christiane","first_name":"Christiane","last_name":"Schwieren"},{"first_name":"Claudia Iuliana","last_name":"Iacob","full_name":"Iacob, Claudia Iuliana"},{"full_name":"Tejada-Gallardo, Claudia","last_name":"Tejada-Gallardo","first_name":"Claudia"},{"last_name":"Mairean","first_name":"Cornelia","full_name":"Mairean, Cornelia"},{"full_name":"McCashin, Darragh","last_name":"McCashin","first_name":"Darragh"},{"full_name":"Chery, Deborah","first_name":"Deborah","last_name":"Chery"},{"full_name":"Özel, Dilara","last_name":"Özel","first_name":"Dilara"},{"full_name":"Stephen, Dimity","first_name":"Dimity","last_name":"Stephen"},{"full_name":"Mijakoski, Dragan","first_name":"Dragan","last_name":"Mijakoski"},{"full_name":"Ronda, Elena","last_name":"Ronda","first_name":"Elena"},{"first_name":"Eleonora","last_name":"Ricci","full_name":"Ricci, Eleonora"},{"full_name":"Ibrahimi, Eliana","first_name":"Eliana","last_name":"Ibrahimi"},{"last_name":"Vita","first_name":"Emese","full_name":"Vita, Emese"},{"full_name":"Kamberi, Fatjona","first_name":"Fatjona","last_name":"Kamberi"},{"first_name":"Fernando G.","last_name":"Benavides","full_name":"Benavides, Fernando G."},{"last_name":"Gonçalves","first_name":"Francisco Valente","full_name":"Gonçalves, Francisco Valente"},{"last_name":"Kismihók","first_name":"Gábor","full_name":"Kismihók, Gábor"},{"full_name":"Manich, Gemma Pascual","first_name":"Gemma Pascual","last_name":"Manich"},{"full_name":"Esnaola, 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Soares"},{"last_name":"Moreira","first_name":"Paulo","full_name":"Moreira, Paulo"},{"full_name":"Saugmann, Pil Maria","last_name":"Saugmann","first_name":"Pil Maria"},{"last_name":"Tuval-Mashiach","first_name":"Rivka","full_name":"Tuval-Mashiach, Rivka"},{"first_name":"Rui Amaral","last_name":"Mendes","full_name":"Mendes, Rui Amaral"},{"full_name":"Osmanovic, Sabina","last_name":"Osmanovic","first_name":"Sabina"},{"first_name":"Sinem","last_name":"Ozdede","full_name":"Ozdede, Sinem"},{"first_name":"Simone","last_name":"Lackner","full_name":"Lackner, Simone"},{"full_name":"Gauttier, Stéphanie","last_name":"Gauttier","first_name":"Stéphanie"},{"first_name":"Szidónia","last_name":"Rusu","full_name":"Rusu, Szidónia"},{"full_name":"Lagouri, Theodota","last_name":"Lagouri","first_name":"Theodota"},{"full_name":"Yüce-Selvi, Ümran","first_name":"Ümran","last_name":"Yüce-Selvi"},{"last_name":"Ziemiańczyk","first_name":"Urszula","full_name":"Ziemiańczyk, Urszula"},{"full_name":"Dhamo, Xhilda","last_name":"Dhamo","first_name":"Xhilda"}],"type":"journal_article","jel":["M54"],"publication":"Journal of Open Psychology Data"},{"status":"public","doi":"10.1007/978-3-032-19105-2_1","page":"5-21","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"},{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"date_updated":"2026-06-01T15:18:27Z","oa":"1","year":"2026","editor":[{"last_name":"Koprinska","first_name":"Irena","full_name":"Koprinska, Irena"},{"full_name":"Mendes-Moreira, João","last_name":"Mendes-Moreira","first_name":"João"},{"last_name":"Branco","first_name":"Paula","full_name":"Branco, Paula"}],"publisher":"Springer Nature Switzerland","_id":"6898","conference":{"start_date":"2025-09-15","location":"Porto, Portugal","end_date":"2025-09-19","name":"ECML PKDD 2025"},"publication_identifier":{"eissn":["1865-0937"],"eisbn":["978-3-032-19105-2"],"isbn":["978-3-032-19104-5"],"issn":["1865-0929"]},"abstract":[{"text":"The labeling process for supervised learning is costly and time-consuming, and is often impractical to scale due to real-world constraints. Active learning (AL) addresses this challenge by strategically selecting representative and informative data points to reduce labeling efforts. This paper focuses on an AL scenario in which only a very limited number of labels can be acquired. We propose an algorithm operating in two phases: (1) an exploration phase that prioritizes representative and diverse data points using density-driven criteria, and (2) an exploitation phase that combines predictive uncertainty with density weighting to select informative samples from densely populated regions. This enhances both representativeness and informativeness. Our results demonstrate significant improvements in model quality compared to other algorithms typically employed for this scenario, across various scenarios involving imbalanced data in classification tasks and skewness in regression tasks. Through this work, we aim to provide a new algorithm for this scenario and investigate general principles for AL. While most AL studies focus on either classification or regression, our work applies the algorithms to both. Therefore, we can analyze the differences between classification and regression problems and their effects on AL strategies. Furthermore, we explore different categories of AL criteria and their effectiveness in the low-budget regime. These results also provide insight into the cold-start problem, which involves selecting an initial labeled set and is faced by many model-based AL methods.","lang":"eng"}],"main_file_link":[{"url":"https://rdcu.be/fh03T","open_access":"1"}],"date_created":"2026-05-10T07:55:29Z","language":[{"iso":"eng"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Tharwat, Alaa</span> ; <span style=\"font-variant:small-caps;\">Sheikh, Eiram Mahera</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span>: Low Query Budget Active Learning for Classification and Regression. In: <span style=\"font-variant:small-caps;\">Koprinska, I.</span> ; <span style=\"font-variant:small-caps;\">Mendes-Moreira, J.</span> ; <span style=\"font-variant:small-caps;\">Branco, P.</span> (Hrsg.): <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, <i>Communications in Computer and Information Science</i>. Cham : Springer Nature Switzerland, 2026, S. 5–21","chicago":"Jaster, Bjarne, Alaa Tharwat, Eiram Mahera Sheikh, Martin Kohlhase, and Wolfram Schenck. “Low Query Budget Active Learning for Classification and Regression.” In <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, edited by Irena Koprinska, João Mendes-Moreira, and Paula Branco, 5–21. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">https://doi.org/10.1007/978-3-032-19105-2_1</a>.","short":"B. Jaster, A. Tharwat, E.M. Sheikh, M. Kohlhase, W. Schenck, in: I. Koprinska, J. Mendes-Moreira, P. Branco (Eds.), Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV, Springer Nature Switzerland, Cham, 2026, pp. 5–21.","bibtex":"@inproceedings{Jaster_Tharwat_Sheikh_Kohlhase_Schenck_2026, place={Cham}, series={Communications in Computer and Information Science}, title={Low Query Budget Active Learning for Classification and Regression}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>}, booktitle={Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV}, publisher={Springer Nature Switzerland}, author={Jaster, Bjarne and Tharwat, Alaa and Sheikh, Eiram Mahera and Kohlhase, Martin and Schenck, Wolfram}, editor={Koprinska, Irena and Mendes-Moreira, João and Branco, PaulaEditors}, year={2026}, pages={5–21}, collection={Communications in Computer and Information Science} }","ieee":"B. Jaster, A. Tharwat, E. M. Sheikh, M. Kohlhase, and W. Schenck, “Low Query Budget Active Learning for Classification and Regression,” in <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, Porto, Portugal, 2026, pp. 5–21.","apa":"Jaster, B., Tharwat, A., Sheikh, E. M., Kohlhase, M., &#38; Schenck, W. (2026). Low Query Budget Active Learning for Classification and Regression. In I. Koprinska, J. Mendes-Moreira, &#38; P. Branco (Eds.), <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i> (pp. 5–21). Cham: Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">https://doi.org/10.1007/978-3-032-19105-2_1</a>","ama":"Jaster B, Tharwat A, Sheikh EM, Kohlhase M, Schenck W. Low Query Budget Active Learning for Classification and Regression. In: Koprinska I, Mendes-Moreira J, Branco P, eds. <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>. Communications in Computer and Information Science. Cham: Springer Nature Switzerland; 2026:5-21. doi:<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>","mla":"Jaster, Bjarne, et al. “Low Query Budget Active Learning for Classification and Regression.” <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, edited by Irena Koprinska et al., Springer Nature Switzerland, 2026, pp. 5–21, doi:<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>."},"place":"Cham","publication":"Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV","alternative_id":["6899"],"series_title":"Communications in Computer and Information Science","user_id":"226669","title":"Low Query Budget Active Learning for Classification and Regression","author":[{"orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne","last_name":"Jaster","first_name":"Bjarne","id":"252434"},{"id":"238549","first_name":"Alaa","last_name":"Tharwat","full_name":"Tharwat, Alaa"},{"full_name":"Sheikh, Eiram Mahera","first_name":"Eiram Mahera","last_name":"Sheikh"},{"full_name":"Kohlhase, Martin","first_name":"Martin","id":"226669","last_name":"Kohlhase","orcid":"0009-0002-9374-0720"},{"full_name":"Schenck, Wolfram","last_name":"Schenck","id":"224375","first_name":"Wolfram","orcid":"0000-0003-3300-2048"}],"publication_status":"published","type":"conference"}]