--- _id: '7114' author: - first_name: Carolin full_name: Sieg, Carolin id: '264562' last_name: Sieg - first_name: Linda full_name: Tozo, Linda last_name: Tozo - first_name: Nahrin full_name: Marouka, Nahrin last_name: Marouka citation: alphadin: 'Sieg, Carolin ; Tozo, Linda ; Marouka, Nahrin: Essbarer Käseüberzug - Lebensmittel oder Verpackung?, 2026' ama: Sieg C, Tozo L, Marouka N. Essbarer Käseüberzug - Lebensmittel Oder Verpackung?; 2026. apa: Sieg, C., Tozo, L., & Marouka, N. (2026). Essbarer Käseüberzug - Lebensmittel oder Verpackung? bibtex: '@book{Sieg_Tozo_Marouka_2026, title={Essbarer Käseüberzug - Lebensmittel oder Verpackung?}, author={Sieg, Carolin and Tozo, Linda and Marouka, Nahrin}, year={2026} }' chicago: Sieg, Carolin, Linda Tozo, and Nahrin Marouka. Essbarer Käseüberzug - Lebensmittel Oder Verpackung?, 2026. ieee: C. Sieg, L. Tozo, and N. Marouka, Essbarer Käseüberzug - Lebensmittel oder Verpackung? 2026. mla: Sieg, Carolin, et al. Essbarer Käseüberzug - Lebensmittel Oder Verpackung? 2026. short: C. Sieg, L. Tozo, N. Marouka, Essbarer Käseüberzug - Lebensmittel Oder Verpackung?, 2026. date_created: 2026-08-24T15:11:04Z date_updated: 2026-08-26T13:36:51Z file: - access_level: open_access content_type: application/pdf creator: csieg1 date_created: 2026-08-24T15:08:40Z date_updated: 2026-08-24T15:08:40Z file_id: '7115' file_name: WA_Essbarer_Käseüberzug.pdf file_size: 233480 relation: main_file success: 1 file_date_updated: 2026-08-24T15:08:40Z has_accepted_license: '1' language: - iso: eng oa: '1' status: public title: Essbarer Käseüberzug - Lebensmittel oder Verpackung? tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: working_paper urn: urn:nbn:de:hbz:bi10-71149 user_id: '220548' year: '2026' ... --- _id: '7107' author: - first_name: Bill full_name: Pottharst, Bill id: '255809' last_name: Pottharst orcid: 0009-0008-1723-2824 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0008-1723-2824/work/224899871 - first_name: Birte full_name: Schiffhauer, Birte last_name: Schiffhauer citation: alphadin: 'Pottharst, Bill ; Schiffhauer, Birte: Assistive Technologien in der Sozialen Arbeit. In: Kutscher, K. ; Ley, T. ; Seelmeyer, U. ; Siller, F. ; Tillmann, A. ; Zorn, I. (Hrsg.): Handbuch Soziale Arbeit und Digitalisierung. 2. Aufl. Weinheim : Beltz Juventa, 2026, S. 326–336' 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. Handbuch Soziale Arbeit und Digitalisierung. 2nd ed. Weinheim: Beltz Juventa; 2026:326-336.' apa: 'Pottharst, B., & Schiffhauer, B. (2026). Assistive Technologien in der Sozialen Arbeit. In K. Kutscher, T. Ley, U. Seelmeyer, F. Siller, A. Tillmann, & I. Zorn (Eds.), Handbuch Soziale Arbeit und Digitalisierung (2nd ed., pp. 326–336). Weinheim: Beltz Juventa.' 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} }' chicago: 'Pottharst, Bill, and Birte Schiffhauer. “Assistive Technologien in der Sozialen Arbeit.” In Handbuch Soziale Arbeit und Digitalisierung, edited by Katja Kutscher, Thomas Ley, Udo Seelmeyer, Friederike Siller, Angela Tillmann, and Isabel Zorn, 2nd ed., 326–36. Weinheim: Beltz Juventa, 2026.' ieee: 'B. Pottharst and B. Schiffhauer, “Assistive Technologien in der Sozialen Arbeit,” in Handbuch Soziale Arbeit und Digitalisierung, 2nd ed., K. Kutscher, T. Ley, U. Seelmeyer, F. Siller, A. Tillmann, and I. Zorn, Eds. Weinheim: Beltz Juventa, 2026, pp. 326–336.' mla: Pottharst, Bill, and Birte Schiffhauer. “Assistive Technologien in der Sozialen Arbeit.” Handbuch Soziale Arbeit und Digitalisierung, edited by Katja Kutscher et al., 2nd ed., Beltz Juventa, 2026, pp. 326–36. 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.' date_created: 2026-08-19T11:57:58Z date_updated: 2026-08-26T12:30:11Z edition: '2' editor: - first_name: Katja full_name: Kutscher, Katja last_name: Kutscher - first_name: Thomas full_name: Ley, Thomas last_name: Ley - first_name: Udo full_name: Seelmeyer, Udo id: '232950' last_name: Seelmeyer orcid: 0009-0007-5835-5997 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0007-5835-5997/work/224899872 - first_name: Friederike full_name: Siller, Friederike last_name: Siller - first_name: Angela full_name: Tillmann, Angela last_name: Tillmann - first_name: Isabel full_name: Zorn, Isabel last_name: Zorn language: - iso: ger main_file_link: - open_access: '1' url: https://beltz.de/fachmedien/sozialpaedagogik-soziale-arbeit/handbuch-soziale-arbeit-und-digitalisierung/BEL449029 oa: '1' page: 326-336 place: Weinheim publication: Handbuch Soziale Arbeit und Digitalisierung publication_identifier: isbn: - 978-3-7799-9029-1 publication_status: published publisher: Beltz Juventa quality_controlled: '1' status: public title: Assistive Technologien in der Sozialen Arbeit type: book_chapter user_id: '255809' year: '2026' ... --- _id: '7103' abstract: - lang: eng 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.' author: - first_name: Katharina full_name: Agethen, Katharina last_name: Agethen - first_name: Sonja K. full_name: Ötting, Sonja K. last_name: Ötting - first_name: Barbara full_name: Steinmann, Barbara id: '258651' last_name: Steinmann orcid: 0009-0000-3036-2684 citation: alphadin: 'Agethen, Katharina ; Ötting, Sonja K. ; Steinmann, Barbara: A neo-configurational perspective on implicit motives and leadership effectiveness. In: Motivation and Emotion, Springer Science and Business Media LLC (2026)' ama: Agethen K, Ötting SK, Steinmann B. A neo-configurational perspective on implicit motives and leadership effectiveness. Motivation and Emotion. 2026. doi:10.1007/s11031-026-10264-z apa: Agethen, K., Ötting, S. K., & Steinmann, B. (2026). A neo-configurational perspective on implicit motives and leadership effectiveness. Motivation and Emotion. https://doi.org/10.1007/s11031-026-10264-z bibtex: '@article{Agethen_Ötting_Steinmann_2026, title={A neo-configurational perspective on implicit motives and leadership effectiveness}, DOI={10.1007/s11031-026-10264-z}, journal={Motivation and Emotion}, publisher={Springer Science and Business Media LLC}, author={Agethen, Katharina and Ötting, Sonja K. and Steinmann, Barbara}, year={2026} }' chicago: Agethen, Katharina, Sonja K. Ötting, and Barbara Steinmann. “A Neo-Configurational Perspective on Implicit Motives and Leadership Effectiveness.” Motivation and Emotion, 2026. https://doi.org/10.1007/s11031-026-10264-z. ieee: K. Agethen, S. K. Ötting, and B. Steinmann, “A neo-configurational perspective on implicit motives and leadership effectiveness,” Motivation and Emotion, 2026. mla: Agethen, Katharina, et al. “A Neo-Configurational Perspective on Implicit Motives and Leadership Effectiveness.” Motivation and Emotion, Springer Science and Business Media LLC, 2026, doi:10.1007/s11031-026-10264-z. short: K. Agethen, S.K. Ötting, B. Steinmann, Motivation and Emotion (2026). date_created: 2026-08-14T14:56:44Z date_updated: 2026-08-18T11:33:46Z department: - _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21 doi: 10.1007/s11031-026-10264-z language: - iso: eng main_file_link: - open_access: '1' oa: '1' publication: Motivation and Emotion publication_identifier: eissn: - 1573-6644 issn: - 0146-7239 publication_status: published publisher: Springer Science and Business Media LLC status: public title: A neo-configurational perspective on implicit motives and leadership effectiveness tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: '220548' year: '2026' ... --- _id: '7101' 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." - lang: eng 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." article_type: original author: - first_name: Tim full_name: Komorowski, Tim last_name: Komorowski - first_name: Thomas full_name: Süße, Thomas id: '241496' last_name: Süße orcid: 0000-0001-6832-7753 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/222922084 citation: alphadin: 'Komorowski, Tim ; Süße, Thomas: Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. In: Zeitschrift für Arbeitswissenschaft, Springer Science and Business Media LLC (2026)' ama: 'Komorowski T, Süße T. Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. Zeitschrift für Arbeitswissenschaft. 2026. doi:10.1007/s41449-026-00545-1' apa: 'Komorowski, T., & Süße, T. (2026). Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung. Zeitschrift für Arbeitswissenschaft. https://doi.org/10.1007/s41449-026-00545-1' bibtex: '@article{Komorowski_Süße_2026, title={Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung}, DOI={10.1007/s41449-026-00545-1}, journal={Zeitschrift für Arbeitswissenschaft}, publisher={Springer Science and Business Media LLC}, author={Komorowski, Tim and Süße, Thomas}, year={2026} }' chicago: 'Komorowski, Tim, and Thomas Süße. “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung.” Zeitschrift für Arbeitswissenschaft, 2026. https://doi.org/10.1007/s41449-026-00545-1.' ieee: 'T. Komorowski and T. Süße, “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung,” Zeitschrift für Arbeitswissenschaft, 2026.' mla: 'Komorowski, Tim, and Thomas Süße. “Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung.” Zeitschrift für Arbeitswissenschaft, Springer Science and Business Media LLC, 2026, doi:10.1007/s41449-026-00545-1.' short: T. Komorowski, T. Süße, Zeitschrift für Arbeitswissenschaft (2026). date_created: 2026-08-06T12:23:51Z date_updated: 2026-08-07T13:49:37Z doi: 10.1007/s41449-026-00545-1 language: - iso: ger main_file_link: - open_access: '1' url: https://link.springer.com/content/pdf/10.1007/s41449-026-00545-1.pdf oa: '1' publication: Zeitschrift für Arbeitswissenschaft publication_identifier: eissn: - 2366-4681 issn: - 0340-2444 publication_status: published publisher: Springer Science and Business Media LLC quality_controlled: '1' status: public title: 'Adoption generativer KI in der Wissensarbeit: Die Rolle von beruflicher Autonomie, Arbeitsanforderungen, Tätigkeiten und Führungsverantwortung' type: journal_article user_id: '220548' year: '2026' ... --- _id: '7009' abstract: - lang: eng 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." article_number: '217' article_type: original author: - first_name: Cristina full_name: Lagido, Cristina last_name: Lagido - first_name: Kristian full_name: Nielsen, Kristian last_name: Nielsen - first_name: Gitte full_name: Kragh, Gitte last_name: Kragh - first_name: Pascal full_name: Flohr, Pascal last_name: Flohr - first_name: Louise full_name: Bezuidenhout, Louise last_name: Bezuidenhout - first_name: Loek full_name: Brinkman, Loek last_name: Brinkman - first_name: Agnese full_name: Baini, Agnese last_name: Baini - first_name: Chiara full_name: Saviane, Chiara last_name: Saviane - first_name: Asya full_name: Salnikova, Asya last_name: Salnikova - first_name: Adam full_name: Brandstetter-Kunc, Adam last_name: Brandstetter-Kunc - first_name: Giacomo full_name: Consolini, Giacomo last_name: Consolini - first_name: Antónia full_name: Correia, Antónia last_name: Correia - first_name: Paula full_name: Moura, Paula last_name: Moura - first_name: Maya full_name: Fedeli, Maya last_name: Fedeli - first_name: Jonathan full_name: England, Jonathan last_name: England - first_name: Shanmugasundaram full_name: Venkataraman, Shanmugasundaram last_name: Venkataraman - first_name: Aslak full_name: Skarvøy, Aslak last_name: Skarvøy - first_name: Teodora full_name: Konach, Teodora last_name: Konach - first_name: Borana full_name: Taraj, Borana last_name: Taraj - first_name: Katharina full_name: Koller, Katharina last_name: Koller - first_name: Ilse full_name: Marschalek, Ilse last_name: Marschalek - first_name: Maria full_name: Schrammel, Maria last_name: Schrammel - first_name: Sanja full_name: Jurkovic, Sanja last_name: Jurkovic - first_name: Bojan full_name: Macan, Bojan last_name: Macan - first_name: Alen full_name: Vodopijevec, Alen last_name: Vodopijevec - first_name: Brian full_name: Cahill, Brian id: '257249' last_name: Cahill orcid: 0000-0002-7325-5114 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7325-5114/work/220000934 - first_name: Andrea Giraldo full_name: Sevilla, Andrea Giraldo last_name: Sevilla - first_name: Nico full_name: Pitrelli, Nico last_name: Pitrelli - first_name: Alessio Livio full_name: Spera, Alessio Livio last_name: Spera - first_name: Claudia full_name: Iasillo, Claudia last_name: Iasillo - first_name: Pedro full_name: Príncipe, Pedro last_name: Príncipe - first_name: Noemi full_name: De Lorenzo, Noemi last_name: De Lorenzo - first_name: Muki full_name: Haklay, Muki last_name: Haklay citation: alphadin: 'Lagido, Cristina ; Nielsen, Kristian ; Kragh, Gitte ; Flohr, Pascal ; Bezuidenhout, Louise ; Brinkman, Loek ; Baini, Agnese ; Saviane, Chiara ; u. a.: Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training. In: Open Research Europe Bd. 6, F1000 Research Ltd (2026)' 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. Open Research Europe. 2026;6. doi:10.12688/openreseurope.23510.1' 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. Open Research Europe, 6. https://doi.org/10.12688/openreseurope.23510.1' 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={10.12688/openreseurope.23510.1}, 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} }' 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.” Open Research Europe 6 (2026). https://doi.org/10.12688/openreseurope.23510.1.' ieee: 'C. Lagido et al., “Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training,” Open Research Europe, vol. 6, 2026.' mla: 'Lagido, Cristina, et al. “Training Resources on Open and Responsible Research and Innovation (Open RRI): Gaps, Quality and Opportunities to Advance Training.” Open Research Europe, vol. 6, 217, F1000 Research Ltd, 2026, doi:10.12688/openreseurope.23510.1.' 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). date_created: 2026-06-23T18:46:49Z date_updated: 2026-07-27T12:10:39Z doi: 10.12688/openreseurope.23510.1 file: - access_level: open_access content_type: application/pdf creator: bcahill date_created: 2026-06-23T18:39:59Z date_updated: 2026-06-23T18:39:59Z file_id: '7010' file_name: e1f776d7-0c28-42bb-8dc0-85cdbb44c4bc_oreu_23510.pdf file_size: 786792 relation: main_file success: 1 file_date_updated: 2026-06-23T18:39:59Z has_accepted_license: '1' intvolume: ' 6' language: - iso: eng main_file_link: - open_access: '1' oa: '1' publication: Open Research Europe publication_identifier: eissn: - 2732-5121 publication_status: published publisher: F1000 Research Ltd status: public title: 'Training resources on open and responsible research and innovation (Open RRI): gaps, quality and opportunities to advance training' tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article urn: urn:nbn:de:hbz:bi10-70096 user_id: '220548' volume: 6 year: '2026' ... --- _id: '7033' author: - first_name: Julia full_name: Cammann, Julia id: '239818' last_name: Cammann - first_name: Andre full_name: Hellwig, Andre last_name: Hellwig - first_name: Milva full_name: Mahnke, Milva last_name: Mahnke - first_name: Bastian full_name: Schmidt-Kuhl, Bastian last_name: Schmidt-Kuhl - first_name: Behsad full_name: Vahidi, Behsad last_name: Vahidi - first_name: Simon full_name: Yadel, Simon last_name: Yadel citation: alphadin: 'Cammann, Julia ; Hellwig, Andre ; Mahnke, Milva ; Schmidt-Kuhl, Bastian ; Vahidi, Behsad ; Yadel, Simon: MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation, 2026' ama: Cammann J, Hellwig A, Mahnke M, Schmidt-Kuhl B, Vahidi B, Yadel S. MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation.; 2026. doi:10.57720/7033 apa: Cammann, J., Hellwig, A., Mahnke, M., Schmidt-Kuhl, B., Vahidi, B., & Yadel, S. (2026). MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation. https://doi.org/10.57720/7033 bibtex: '@book{Cammann_Hellwig_Mahnke_Schmidt-Kuhl_Vahidi_Yadel_2026, title={MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation}, DOI={10.57720/7033}, author={Cammann, Julia and Hellwig, Andre and Mahnke, Milva and Schmidt-Kuhl, Bastian and Vahidi, Behsad and Yadel, Simon}, year={2026} }' chicago: Cammann, Julia, Andre Hellwig, Milva Mahnke, Bastian Schmidt-Kuhl, Behsad Vahidi, and Simon Yadel. MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation, 2026. https://doi.org/10.57720/7033. ieee: J. Cammann, A. Hellwig, M. Mahnke, B. Schmidt-Kuhl, B. Vahidi, and S. Yadel, MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation. 2026. mla: Cammann, Julia, et al. MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation. 2026, doi:10.57720/7033. short: J. Cammann, A. Hellwig, M. Mahnke, B. Schmidt-Kuhl, B. Vahidi, S. Yadel, MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation, 2026. date_created: 2026-07-01T07:59:33Z date_updated: 2026-07-27T12:08:48Z doi: 10.57720/7033 file: - access_level: open_access content_type: application/pdf creator: jcammann date_created: 2026-07-17T14:03:12Z date_updated: 2026-07-17T14:03:12Z file_id: '7070' file_name: MIau_nrw_Ergebnisdokumentation_digital.pdf file_size: 1403473 relation: main_file success: 1 file_date_updated: 2026-07-17T14:03:12Z has_accepted_license: '1' language: - iso: ger oa: '1' page: '28' status: public title: MIau.nrw Moodle & ILIAS adaptive usable – Ergebnisdokumentation tmp: image: /images/cc_by_sa.png legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0) short: CC BY-SA (4.0) type: working_paper urn: urn:nbn:de:hbz:bi10-70339 user_id: '220548' year: '2026' ... --- _id: '7060' abstract: - lang: ger 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: eng 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." article_type: original author: - first_name: Carolin full_name: Huperz, Carolin id: '252602' last_name: Huperz - first_name: Vincent full_name: Katter, Vincent id: '239593' last_name: Katter orcid: 0009-0002-3257-3877 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-3257-3877/work/220970152 - first_name: Beate full_name: Klemme, Beate last_name: Klemme - first_name: Ismail full_name: Özlü, Ismail id: '247205' last_name: Özlü orcid: 0009-0005-9808-0858 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220970153 - first_name: Christoph full_name: Dockweiler, Christoph last_name: Dockweiler - first_name: Rena Isabel full_name: Amelung, Rena Isabel last_name: Amelung citation: alphadin: 'Huperz, Carolin ; Katter, Vincent ; Klemme, Beate ; Özlü, Ismail ; Dockweiler, Christoph ; Amelung, Rena Isabel: Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. In: Prävention und Gesundheitsförderung, Springer Science and Business Media LLC (2026)' 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. Prävention und Gesundheitsförderung. 2026. doi:10.1007/s11553-026-01340-w apa: Huperz, C., Katter, V., Klemme, B., Özlü, I., Dockweiler, C., & Amelung, R. I. (2026). Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften. Prävention und Gesundheitsförderung. https://doi.org/10.1007/s11553-026-01340-w 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={10.1007/s11553-026-01340-w}, 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} }' 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.” Prävention und Gesundheitsförderung, 2026. https://doi.org/10.1007/s11553-026-01340-w. 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,” Prävention und Gesundheitsförderung, 2026. mla: Huperz, Carolin, et al. “Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften.” Prävention und Gesundheitsförderung, Springer Science and Business Media LLC, 2026, doi:10.1007/s11553-026-01340-w. short: C. Huperz, V. Katter, B. Klemme, I. Özlü, C. Dockweiler, R.I. Amelung, Prävention und Gesundheitsförderung (2026). date_created: 2026-07-13T07:43:36Z date_updated: 2026-07-17T07:38:05Z department: - _id: 4b342258-bee3-11eb-b75f-c9bf9d645214 doi: 10.1007/s11553-026-01340-w language: - iso: ger main_file_link: - open_access: '1' oa: '1' publication: Prävention und Gesundheitsförderung publication_identifier: eissn: - 1861-6763 issn: - 1861-6755 publication_status: published publisher: Springer Science and Business Media LLC quality_controlled: '1' status: public title: Hybride Interaktionssysteme in der Diabetesversorgung – Bedürfnisse, Potenziale und Herausforderungen aus Sicht von Patient*innen und medizinischen Fachkräften type: journal_article user_id: '220548' year: '2026' ... --- _id: '6924' abstract: - lang: ger 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: 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." alternative_id: - '7067' article_type: letter_note author: - first_name: Ursula full_name: Berger, Ursula last_name: Berger - first_name: Rolf full_name: Biehler, Rolf last_name: Biehler - first_name: Karin full_name: Binder, Karin last_name: Binder - first_name: Christina full_name: Elmer, Christina last_name: Elmer - first_name: Florian full_name: Ertz, Florian last_name: Ertz - first_name: Thomas full_name: Hotz, Thomas last_name: Hotz - first_name: Sarah full_name: Huber, Sarah last_name: Huber - first_name: Katja full_name: Ickstadt, Katja last_name: Ickstadt - first_name: Göran full_name: Kauermann, Göran last_name: Kauermann - first_name: Helmut full_name: Küchenhoff, Helmut last_name: Küchenhoff - first_name: Karsten full_name: Lübke, Karsten last_name: Lübke - first_name: Ralf full_name: Münnich, Ralf last_name: Münnich - first_name: Katharina full_name: Schüller, Katharina last_name: Schüller - first_name: Thomas full_name: Skill, Thomas last_name: Skill - first_name: Claus full_name: Weihs, Claus last_name: Weihs - first_name: Henrike full_name: Weinert, Henrike last_name: Weinert - first_name: Christoph full_name: Weisser, Christoph id: '264138' last_name: Weisser orcid: 0000-0003-0616-1027 citation: alphadin: 'Berger, Ursula ; Biehler, Rolf ; Binder, Karin ; Elmer, Christina ; Ertz, Florian ; Hotz, Thomas ; Huber, Sarah ; Ickstadt, Katja ; u. a.: Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. In: AStA Wirtschafts- und Sozialstatistisches Archiv, Springer (2026)' ama: 'Berger U, Biehler R, Binder K, et al. Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung. AStA Wirtschafts- und Sozialstatistisches Archiv. 2026. doi:10.1007/s11943-026-00372-0' 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. AStA Wirtschafts- und Sozialstatistisches Archiv. https://doi.org/10.1007/s11943-026-00372-0' 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={10.1007/s11943-026-00372-0}, 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} }' 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.” AStA Wirtschafts- und Sozialstatistisches Archiv, 2026. https://doi.org/10.1007/s11943-026-00372-0.' ieee: 'U. Berger et al., “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung,” AStA Wirtschafts- und Sozialstatistisches Archiv, 2026.' mla: 'Berger, Ursula, et al. “Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung.” AStA Wirtschafts- und Sozialstatistisches Archiv, Springer, 2026, doi:10.1007/s11943-026-00372-0.' 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). date_created: 2026-05-28T11:24:42Z date_updated: 2026-07-16T15:20:37Z doi: 10.1007/s11943-026-00372-0 language: - iso: ger main_file_link: - open_access: '1' oa: '1' publication: AStA Wirtschafts- und Sozialstatistisches Archiv publication_identifier: eissn: - 1863-8163 issn: - 1863-8155 publication_status: published publisher: Springer quality_controlled: '1' status: public title: 'Daten, Künstliche Intelligenz und Evidenz - neue Anforderungen an die Statistikausbildung an Hochschulen: Diskussion und Erwiderung' type: journal_article user_id: '220548' year: '2026' ... --- _id: '6957' author: - first_name: Alvaro Paredes full_name: Amorin, Alvaro Paredes last_name: Amorin - first_name: Andre full_name: Python, Andre last_name: Python - first_name: Christoph full_name: Weisser, Christoph id: '264138' last_name: Weisser orcid: 0000-0003-0616-1027 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498074 citation: alphadin: 'Amorin, Alvaro Paredes ; Python, Andre ; Weisser, Christoph: Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. In: LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026)' ama: 'Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop. 2026. doi:10.48550/arXiv.2603.09085' apa: 'Amorin, A. P., Python, A., & Weisser, C. (2026). Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop. https://doi.org/10.48550/arXiv.2603.09085' 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={10.48550/arXiv.2603.09085}, 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.” LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026. https://doi.org/10.48550/arXiv.2603.09085.' 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,” LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026.' mla: 'Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026, doi:10.48550/arXiv.2603.09085.' short: A.P. Amorin, A. Python, C. Weisser, LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026). date_created: 2026-06-01T14:03:16Z date_updated: 2026-07-16T11:53:34Z doi: 10.48550/arXiv.2603.09085 language: - iso: eng main_file_link: - open_access: '1' oa: '1' publication: LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop publication_status: published status: public title: 'Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting' type: journal_article user_id: '264138' year: '2026' ... --- _id: '6959' author: - first_name: Michael full_name: Schlee, Michael last_name: Schlee - first_name: Timo full_name: Kivimaki, Timo last_name: Kivimaki - first_name: ' Melchizedek' full_name: Mashiku, Melchizedek last_name: Mashiku - first_name: Christoph full_name: Weisser, Christoph id: '264138' last_name: Weisser orcid: 0000-0003-0616-1027 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396 - first_name: Benjamin full_name: Säfken, Benjamin last_name: Säfken citation: alphadin: 'Schlee, Michael ; Kivimaki, Timo ; Mashiku, Melchizedek ; Weisser, Christoph ; Säfken, Benjamin: LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. In: LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop (2026)' ama: 'Schlee M, Kivimaki T, Mashiku Melchizedek, Weisser C, Säfken B. LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop. 2026. doi:10.48550/arXiv.2512.10793' apa: 'Schlee, M., Kivimaki, T., Mashiku, Melchizedek, Weisser, C., & Säfken, B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop. https://doi.org/10.48550/arXiv.2512.10793' bibtex: '@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification}, DOI={10.48550/arXiv.2512.10793}, 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} }' 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.” LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026. https://doi.org/10.48550/arXiv.2512.10793.' 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,” LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026.' mla: 'Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” LREC 2026 - The Fifteenth Biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop, 2026, doi:10.48550/arXiv.2512.10793.' 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). date_created: 2026-06-01T14:04:19Z date_updated: 2026-07-16T11:52:22Z doi: 10.48550/arXiv.2512.10793 language: - iso: eng main_file_link: - open_access: '1' oa: '1' publication: LREC 2026 - The Fifteenth biennial Language Resources and Evaluation Conference - Financial Narrative Processing (FNP) Workshop publication_status: published status: public title: 'LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification' type: journal_article user_id: '264138' year: '2026' ... --- _id: '7037' 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. ' article_number: '5612' article_type: original author: - first_name: Anna Katharina full_name: Schnatmann, Anna Katharina id: '233154' last_name: Schnatmann - first_name: Heike full_name: Wulf, Heike last_name: Wulf - first_name: Fabian full_name: Schoden, Fabian id: '210954' last_name: Schoden orcid: 0000-0002-2481-7141 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886 - first_name: Eva full_name: Schwenzfeier-Hellkamp, Eva id: '72528' last_name: Schwenzfeier-Hellkamp orcid: 0000-0002-3020-1343 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887 citation: alphadin: 'Schnatmann, Anna Katharina ; Wulf, Heike ; Schoden, Fabian ; Schwenzfeier-Hellkamp, Eva: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. In: Sustainability Bd. 18, MDPI AG (2026), Nr. 11' ama: Schnatmann AK, Wulf H, Schoden F, Schwenzfeier-Hellkamp E. REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. Sustainability. 2026;18(11). doi:10.3390/su18115612 apa: Schnatmann, A. K., Wulf, H., Schoden, F., & Schwenzfeier-Hellkamp, E. (2026). REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. Sustainability, 18(11). https://doi.org/10.3390/su18115612 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={10.3390/su18115612}, number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={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.” Sustainability 18, no. 11 (2026). https://doi.org/10.3390/su18115612. 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,” Sustainability, vol. 18, no. 11, 2026. mla: Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” Sustainability, vol. 18, no. 11, 5612, MDPI AG, 2026, doi:10.3390/su18115612. short: A.K. Schnatmann, H. Wulf, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 18 (2026). date_created: 2026-07-06T09:22:07Z date_updated: 2026-07-07T05:52:44Z department: - _id: '103' doi: 10.3390/su18115612 intvolume: ' 18' issue: '11' keyword: - assessment method - circular economy - c-Si photovoltaics - refurbish - remanufacture - repair - R-principles language: - iso: eng main_file_link: - open_access: '1' url: https://www.mdpi.com/2071-1050/18/11/5612 oa: '1' project: - _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7 name: Institut für Technische Energie-Systeme publication: Sustainability publication_identifier: eissn: - 2071-1050 publication_status: published publisher: MDPI AG quality_controlled: '1' status: public title: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: '220548' volume: 18 year: '2026' ... --- _id: '7036' author: - first_name: Christian full_name: Schwede, Christian id: '237874' last_name: Schwede orcid: 0009-0003-0431-6547 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-0431-6547/work/219583826 - first_name: Lennart full_name: Schipper, Lennart last_name: Schipper - first_name: Jan full_name: Cirullies, Jan last_name: Cirullies citation: alphadin: 'Schwede, Christian ; Schipper, Lennart ; Cirullies, Jan: Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI. In: Association for Computing Machinery (Hrsg.): Proceedings of the 2026 9th International Conference on Computers in Management and Business. New York, NY, USA : ACM, 2026, S. 102–106' 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. Proceedings of the 2026 9th International Conference on Computers in Management and Business. New York, NY, USA: ACM; 2026:102-106. doi:10.1145/3802463.3802479' apa: 'Schwede, C., Schipper, L., & Cirullies, J. (2026). Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI. In Association for Computing Machinery (Ed.), Proceedings of the 2026 9th International Conference on Computers in Management and Business (pp. 102–106). New York, NY, USA: ACM. https://doi.org/10.1145/3802463.3802479' 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={10.1145/3802463.3802479}, 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} }' chicago: 'Schwede, Christian, Lennart Schipper, and Jan Cirullies. “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign Using Agentic AI.” In Proceedings of the 2026 9th International Conference on Computers in Management and Business, edited by Association for Computing Machinery, 102–6. New York, NY, USA: ACM, 2026. https://doi.org/10.1145/3802463.3802479.' ieee: C. Schwede, L. Schipper, and J. Cirullies, “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI,” in Proceedings of the 2026 9th International Conference on Computers in Management and Business, Tokyo Japan, 2026, pp. 102–106. mla: Schwede, Christian, et al. “Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign Using Agentic AI.” Proceedings of the 2026 9th International Conference on Computers in Management and Business, edited by Association for Computing Machinery, ACM, 2026, pp. 102–06, doi:10.1145/3802463.3802479. 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.' conference: end_date: 2026-03-01 location: Tokyo Japan name: 'ICCMB 2026: 2026 9th International Conference on Computers in Management and Business' start_date: 2026-02-27 corporate_editor: - Association for Computing Machinery date_created: 2026-07-03T07:57:42Z date_updated: 2026-07-03T15:07:37Z doi: 10.1145/3802463.3802479 language: - iso: eng main_file_link: - open_access: '1' oa: '1' page: 102-106 place: New York, NY, USA project: - _id: f432a2ee-bceb-11ed-a251-a83585c5074d name: Institute for Data Science Solutions publication: Proceedings of the 2026 9th International Conference on Computers in Management and Business publication_identifier: isbn: - '9798400722288' publication_status: published publisher: ACM quality_controlled: '1' status: public title: Enabling Non-Simulation Experts to Adapt Digital Twins during Production System Redesign using Agentic AI type: conference user_id: '220548' year: '2026' ... --- _id: '6914' author: - first_name: Malte full_name: Mechtenberg, Malte id: '218573' last_name: Mechtenberg orcid: 0000-0002-8958-0931 citation: alphadin: 'Mechtenberg, Malte: 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' ama: Mechtenberg M. 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. doi:10.4119/UNIBI/3016397 apa: Mechtenberg, M. (2026). 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. https://doi.org/10.4119/UNIBI/3016397 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={10.4119/UNIBI/3016397}, publisher={Universität Bielefeld}, author={Mechtenberg, Malte}, year={2026} }' chicago: Mechtenberg, Malte. 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. https://doi.org/10.4119/UNIBI/3016397. ieee: 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. mla: Mechtenberg, Malte. 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, doi:10.4119/UNIBI/3016397. 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. date_created: 2026-05-20T17:29:01Z date_updated: 2026-06-30T20:45:45Z doi: 10.4119/UNIBI/3016397 extern: '1' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.4119/unibi/3016397 oa: '1' project: - _id: beb248c8-cd75-11ed-b77c-e432b4711f7b name: Institut für Systemdynamik und Mechatronik - _id: 72dfeb62-b436-11ed-9513-f39505d26204 name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie publication_status: published publisher: Universität Bielefeld status: public supervisor: - first_name: Ulrich full_name: Rückert, Ulrich last_name: Rückert - first_name: Axel full_name: Schneider, Axel id: '213480' last_name: Schneider orcid: 0000-0002-6632-3473 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 type: dissertation user_id: '218573' year: '2026' ... --- _id: '7026' 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. alternative_title: - Eine qualitative Studie zum Verhältnis von ehrenamtlichen Peer-Unterstützer*innen und Fachkräften der Sozialen Arbeit article_type: original author: - first_name: Klara full_name: Lammers, Klara id: '218459' last_name: Lammers orcid: 0000-0001-7576-4812 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7576-4812/work/219071683 citation: alphadin: 'Lammers, Klara: „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. In: Soziale Passagen, Springer Science and Business Media LLC (2026)' ama: Lammers K. „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. Soziale Passagen. 2026. doi:10.1007/s12592-026-00587-6 apa: Lammers, K. (2026). „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“. Soziale Passagen. https://doi.org/10.1007/s12592-026-00587-6 bibtex: '@article{Lammers_2026, title={„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“}, DOI={10.1007/s12592-026-00587-6}, 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“.” Soziale Passagen, 2026. https://doi.org/10.1007/s12592-026-00587-6. ieee: K. Lammers, “„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“,” Soziale Passagen, 2026. mla: Lammers, Klara. “„In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“.” Soziale Passagen, Springer Science and Business Media LLC, 2026, doi:10.1007/s12592-026-00587-6. short: K. Lammers, Soziale Passagen (2026). date_created: 2026-06-29T09:24:35Z date_updated: 2026-06-29T11:04:43Z department: - _id: '105' doi: 10.1007/s12592-026-00587-6 file: - access_level: open_access content_type: application/pdf creator: klammers date_created: 2026-06-29T09:22:47Z date_updated: 2026-06-29T09:22:47Z file_id: '7027' file_name: Lammers, Klara (2026); In dem Moment ist es ein Zwei-Mann-Team.pdf file_size: 264012 relation: main_file success: 1 file_date_updated: 2026-06-29T09:22:47Z has_accepted_license: '1' language: - iso: ger oa: '1' publication: Soziale Passagen publication_identifier: eissn: - 1867-0199 issn: - 1867-0180 publication_status: published publisher: Springer Science and Business Media LLC quality_controlled: '1' status: public title: „In dem Augenblick ist es ein Zwei-Mann-Team, was diese eine Person betreut“ tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article urn: urn:nbn:de:hbz:bi10-70268 user_id: '220548' year: '2026' ... --- _id: '7008' 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. author: - first_name: Stefanie full_name: Pannier, Stefanie last_name: Pannier - first_name: Tim full_name: Kampe, Tim id: '222105' last_name: Kampe orcid: 0000-0003-1217-1360 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1217-1360/work/218529160 citation: alphadin: 'Pannier, Stefanie ; Kampe, Tim: Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. In: Lange-Pitsoulis, A. ; Pitsoulis, A. (Hrsg.): Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025. Hildesheim : Universitätsverlag Hildesheim, 2026, S. 123–140' 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. Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025. Hildesheim: Universitätsverlag Hildesheim; 2026:123-140. doi:https://doi.org/10.18442/362' apa: 'Pannier, S., & Kampe, T. (2026). Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld. In A. Lange-Pitsoulis & A. Pitsoulis (Eds.), Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025 (pp. 123–140). Hildesheim: Universitätsverlag Hildesheim. https://doi.org/10.18442/362' 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={https://doi.org/10.18442/362}, 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} }' chicago: 'Pannier, Stefanie, and Tim Kampe. “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld.” In Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025, edited by Astrid Lange-Pitsoulis and Athanassios Pitsoulis, 123–40. Hildesheim: Universitätsverlag Hildesheim, 2026. https://doi.org/10.18442/362.' ieee: 'S. Pannier and T. Kampe, “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld,” in Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025, Hildesheim, 2026, pp. 123–140.' mla: 'Pannier, Stefanie, and Tim Kampe. “Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld.” Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025, edited by Astrid Lange-Pitsoulis and Athanassios Pitsoulis, Universitätsverlag Hildesheim, 2026, pp. 123–40, doi:https://doi.org/10.18442/362.' 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.' conference: end_date: 2025-06-07 location: Hildesheim name: 2. Entrepreneurship Education Fachkonferenz start_date: 2025-06-07 date_created: 2026-06-23T13:39:54Z date_updated: 2026-06-24T08:44:58Z doi: https://doi.org/10.18442/362 editor: - first_name: Astrid full_name: Lange-Pitsoulis, Astrid last_name: Lange-Pitsoulis - first_name: Athanassios full_name: Pitsoulis, Athanassios last_name: Pitsoulis 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 oa: '1' page: 123-140 place: Hildesheim publication: 'Entrepreneurship Education im Wandel: Ergebnisse der zweiten Entrepreneurship Education Fachkonferenz 2025' publisher: Universitätsverlag Hildesheim quality_controlled: '1' status: public title: Konzeptionelle Integration von Persönlichkeitscoachings in Inkubator-Programme am Beispiel des Center for Entrepreneurship der Hochschule Bielefeld type: conference user_id: '220548' year: '2026' ... --- _id: '6990' alternative_id: - '6991' article_number: '114700' author: - first_name: Nadine full_name: Schröder, Nadine id: '260490' last_name: Schröder orcid: 0000-0002-7190-7510 - first_name: Andreas full_name: Falke, Andreas last_name: Falke - first_name: Herbert full_name: Endres, Herbert last_name: Endres citation: alphadin: 'Schröder, Nadine ; Falke, Andreas ; Endres, Herbert: Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling. In: Decision Support Systems Bd. 208, Elsevier BV (2026)' 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. Decision Support Systems. 2026;208. doi:10.1016/j.dss.2026.114700' apa: 'Schröder, N., Falke, A., & Endres, H. (2026). Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling. Decision Support Systems, 208. https://doi.org/10.1016/j.dss.2026.114700' 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={10.1016/j.dss.2026.114700}, number={114700}, journal={Decision Support Systems}, publisher={Elsevier BV}, author={Schröder, Nadine and Falke, Andreas and Endres, Herbert}, year={2026} }' 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.” Decision Support Systems 208 (2026). https://doi.org/10.1016/j.dss.2026.114700.' 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,” Decision Support Systems, vol. 208, 2026.' 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.” Decision Support Systems, vol. 208, 114700, Elsevier BV, 2026, doi:10.1016/j.dss.2026.114700.' short: N. Schröder, A. Falke, H. Endres, Decision Support Systems 208 (2026). date_created: 2026-06-15T21:35:29Z date_updated: 2026-06-17T06:04:40Z doi: 10.1016/j.dss.2026.114700 intvolume: ' 208' language: - iso: eng main_file_link: - open_access: '1' oa: '1' publication: Decision Support Systems publication_identifier: issn: - 0167-9236 publication_status: published publisher: Elsevier BV status: public title: 'Guiding decisions in empirical research: A precision-driven app with context-specific criteria for confirmatory factor analysis and structural equation modeling' type: journal_article user_id: '220548' volume: 208 year: '2026' ... --- _id: '6986' 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." author: - first_name: Inga full_name: Jagemann, Inga id: '252878' last_name: Jagemann orcid: 0000-0002-3468-3423 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3468-3423/work/217580444 - first_name: Sabrina full_name: Hegner, Sabrina last_name: Hegner - first_name: Gerrit full_name: Hirschfeld, Gerrit id: '234690' last_name: Hirschfeld orcid: 0000-0003-2143-4564 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/217580445 citation: alphadin: 'Jagemann, Inga ; Hegner, Sabrina ; Hirschfeld, Gerrit: The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. In: JMIR Human Factors Bd. 13, JMIR Publications Inc. (2026), S. e93489–e93489' ama: 'Jagemann I, Hegner S, Hirschfeld G. The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. JMIR Human Factors. 2026;13:e93489-e93489. doi:10.2196/93489' apa: 'Jagemann, I., Hegner, S., & Hirschfeld, G. (2026). The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. JMIR Human Factors, 13, e93489–e93489. https://doi.org/10.2196/93489' 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={10.2196/93489}, 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.” JMIR Human Factors 13 (2026): e93489–e93489. https://doi.org/10.2196/93489.' ieee: 'I. Jagemann, S. Hegner, and G. Hirschfeld, “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study,” JMIR Human Factors, vol. 13, pp. e93489–e93489, 2026.' mla: 'Jagemann, Inga, et al. “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.” JMIR Human Factors, vol. 13, JMIR Publications Inc., 2026, pp. e93489–e93489, doi:10.2196/93489.' short: I. Jagemann, S. Hegner, G. Hirschfeld, JMIR Human Factors 13 (2026) e93489–e93489. date_created: 2026-06-11T21:15:29Z date_updated: 2026-06-13T08:39:23Z doi: 10.2196/93489 intvolume: ' 13' language: - iso: eng main_file_link: - open_access: '1' oa: '1' page: e93489-e93489 publication: JMIR Human Factors publication_identifier: eissn: - 2292-9495 publication_status: published publisher: JMIR Publications Inc. status: public title: 'The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study' type: journal_article user_id: '220548' volume: 13 year: '2026' ... --- _id: '6823' author: - first_name: Maike full_name: Lammert, Maike id: '246416' last_name: Lammert - first_name: Karin full_name: Teschke, Karin id: '248956' last_name: Teschke - first_name: Pia full_name: Bakker, Pia id: '246514' last_name: Bakker - first_name: Annette full_name: Bernloehr, Annette id: '246532' last_name: Bernloehr citation: alphadin: 'Lammert, Maike ; Teschke, Karin ; Bakker, Pia ; Bernloehr, Annette: 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) (Hrsg.): Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026, 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. Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026. ; 2026. doi:10.57720/6823' apa: 'Lammert, M., Teschke, K., Bakker, P., & 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) & Deutscher Hebammenverband (DHV) (Eds.), Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026. Leipzig. https://doi.org/10.57720/6823' 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={10.57720/6823}, 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 Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026. https://doi.org/10.57720/6823.' 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 Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026, Leipzig, 2026.' mla: 'Lammert, Maike, et al. “Maßgeschneiderte Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale Untersuchungsmodul.” Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026, doi:10.57720/6823.' 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.' conference: end_date: 2026-05-03 location: Leipzig name: HebaPäd; 3. Konferenz zur pädagogischen Arbeit im Hebammenstudium; 2026 start_date: 2026-05-03 corporate_editor: - Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) - Deutscher Hebammenverband (DHV) date_created: 2026-04-08T07:33:14Z date_updated: 2026-06-08T08:22:54Z doi: 10.57720/6823 file: - access_level: open_access content_type: application/pdf creator: kteschke date_created: 2026-04-24T08:13:29Z date_updated: 2026-04-24T08:13:29Z file_id: '6852' file_name: Poster_HebaPäd_2026_Lammert_et_al.pdf file_size: 946848 relation: main_file success: 1 - access_level: open_access content_type: application/pdf creator: kteschke date_created: 2026-04-23T19:29:40Z date_updated: 2026-04-23T19:29:40Z file_id: '6851' file_name: Quellen_Poster_HebaPäd_2026_Lammert_et_al.pdf file_size: 175573 relation: main_file success: 1 - access_level: open_access content_type: application/pdf creator: kteschke date_created: 2026-04-20T17:25:53Z date_updated: 2026-04-20T17:25:53Z file_id: '6844' file_name: Bauplan_HSBI_ALL4s.pdf file_size: 82121 relation: main_file success: 1 - access_level: open_access content_type: application/octet-stream creator: kteschke date_created: 2026-04-20T17:25:53Z date_updated: 2026-04-20T17:25:53Z file_id: '6843' file_name: 3D_Druckdatei_Kopfmodell_indifferent.stp file_size: 576644 relation: main_file success: 1 - access_level: open_access content_type: application/octet-stream creator: kteschke date_created: 2026-05-02T07:18:51Z date_updated: 2026-05-02T07:18:51Z file_id: '6885' file_name: 3D_Druckdatei_Kopfmodell_indifferent.stl file_size: 287584 relation: main_file success: 1 file_date_updated: 2026-05-02T07:18:51Z has_accepted_license: '1' keyword: - Pädagogik - Hebammenwissenschaft - Konzeption - Simulationsbasierte Trainings - Beckenendlage - Vierfüßlerstand - HSBI-All4s - Optimierung Geburtssimulator language: - iso: eng oa: '1' publication: Hebapäd; 3. Konferenz zur pädagogischen Arbeit im Hebammenstudium; Abstractband 03. Mai 2026 status: public title: 'Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul' type: conference_abstract urn: urn:nbn:de:hbz:bi10-68239 user_id: '220548' year: '2026' ... --- _id: '6936' 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. article_number: '1' article_type: original author: - first_name: Jana full_name: Lasser, Jana last_name: Lasser - first_name: Stefan T. full_name: Mol, Stefan T. last_name: Mol - first_name: Alja full_name: Čontala, Alja last_name: Čontala - first_name: Ana full_name: Slavec, Ana last_name: Slavec - first_name: Andreja Zulim full_name: de Swarte, Andreja Zulim last_name: de Swarte - first_name: Anna full_name: Khachatryan, Anna last_name: Khachatryan - first_name: Anna Maria full_name: Eleuteri, Anna Maria last_name: Eleuteri - first_name: Anupoma full_name: Haque, Anupoma last_name: Haque - first_name: Baiba full_name: Jansone, Baiba last_name: Jansone - first_name: Blerina full_name: Vrenozi, Blerina last_name: Vrenozi - first_name: Brian full_name: Cahill, Brian id: '257249' last_name: Cahill orcid: 0000-0002-7325-5114 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7325-5114/work/216360880 - first_name: Carlos full_name: Trenado, Carlos last_name: Trenado - first_name: Christiane full_name: Schwieren, Christiane last_name: Schwieren - first_name: Claudia Iuliana full_name: Iacob, Claudia Iuliana last_name: Iacob - first_name: Claudia full_name: Tejada-Gallardo, Claudia last_name: Tejada-Gallardo - first_name: Cornelia full_name: Mairean, Cornelia last_name: Mairean - first_name: Darragh full_name: McCashin, Darragh last_name: McCashin - first_name: Deborah full_name: Chery, Deborah last_name: Chery - first_name: Dilara full_name: Özel, Dilara last_name: Özel - first_name: Dimity full_name: Stephen, Dimity last_name: Stephen - first_name: Dragan full_name: Mijakoski, Dragan last_name: Mijakoski - first_name: Elena full_name: Ronda, Elena last_name: Ronda - first_name: Eleonora full_name: Ricci, Eleonora last_name: Ricci - first_name: Eliana full_name: Ibrahimi, Eliana last_name: Ibrahimi - first_name: Emese full_name: Vita, Emese last_name: Vita - first_name: Fatjona full_name: Kamberi, Fatjona last_name: Kamberi - first_name: Fernando G. full_name: Benavides, Fernando G. last_name: Benavides - first_name: Francisco Valente full_name: Gonçalves, Francisco Valente last_name: Gonçalves - first_name: Gábor full_name: Kismihók, Gábor last_name: Kismihók - first_name: Gemma Pascual full_name: Manich, Gemma Pascual last_name: Manich - first_name: Igor full_name: Esnaola, Igor last_name: Esnaola - first_name: Igor full_name: Portoghese, Igor last_name: Portoghese - first_name: Inge full_name: van der Weijden, Inge last_name: van der Weijden - first_name: Irina Guseva full_name: Canu, Irina Guseva last_name: Canu - first_name: Irsida full_name: Mehmeti, Irsida last_name: Mehmeti - first_name: Ivana B. full_name: Petrovic, Ivana B. last_name: Petrovic - first_name: Jakub full_name: Šindelář, Jakub last_name: Šindelář - first_name: João Miguel Alves full_name: Ferreira, João Miguel Alves last_name: Ferreira - first_name: Jonila full_name: Gabrani, Jonila last_name: Gabrani - first_name: Karolina Eszter full_name: Kovács, Karolina Eszter last_name: Kovács - first_name: Katri full_name: Pöllänen, Katri last_name: Pöllänen - first_name: Konstantinos full_name: Geles, Konstantinos last_name: Geles - first_name: Lamis Yahia Mohamed full_name: Elkheir, Lamis Yahia Mohamed last_name: Elkheir - first_name: Lorena full_name: Cudris-Torres, Lorena last_name: Cudris-Torres - first_name: Lise T. full_name: Løvseth, Lise T. last_name: Løvseth - first_name: Louiza full_name: Ioannidou, Louiza last_name: Ioannidou - first_name: Luksa full_name: Popovic, Luksa last_name: Popovic - first_name: Mais M. full_name: Aljunaidy, Mais M. last_name: Aljunaidy - first_name: Maria Fatjó full_name: Saboya, Maria Fatjó last_name: Saboya - first_name: Marit full_name: Christensen, Marit last_name: Christensen - first_name: Marlene full_name: Santos, Marlene last_name: Santos - first_name: Marta full_name: Miklikowska, Marta last_name: Miklikowska - first_name: Mateja Erce full_name: Paoli, Mateja Erce last_name: Paoli - first_name: Mathias full_name: Schroijen, Mathias last_name: Schroijen - first_name: Mathieu full_name: Fusi, Mathieu last_name: Fusi - first_name: Mayya full_name: Sundukova, Mayya last_name: Sundukova - first_name: Mete full_name: Kurtoğlu, Mete last_name: Kurtoğlu - first_name: Milica full_name: Vukelić, Milica last_name: Vukelić - first_name: Mirela Adriana full_name: Anghelache, Mirela Adriana last_name: Anghelache - first_name: Mohamad Nadim full_name: Adi, Mohamad Nadim last_name: Adi - first_name: Mümine full_name: Barkçin, Mümine last_name: Barkçin - first_name: Nuno Barbosa full_name: Rocha, Nuno Barbosa last_name: Rocha - first_name: Nurka full_name: Pranjic, Nurka last_name: Pranjic - first_name: Olga full_name: Bogolyubova, Olga last_name: Bogolyubova - first_name: Paulo Alexandre Soares full_name: Moreira, Paulo Alexandre Soares last_name: Moreira - first_name: Paulo full_name: Moreira, Paulo last_name: Moreira - first_name: Pil Maria full_name: Saugmann, Pil Maria last_name: Saugmann - first_name: Rivka full_name: Tuval-Mashiach, Rivka last_name: Tuval-Mashiach - first_name: Rui Amaral full_name: Mendes, Rui Amaral last_name: Mendes - first_name: Sabina full_name: Osmanovic, Sabina last_name: Osmanovic - first_name: Sinem full_name: Ozdede, Sinem last_name: Ozdede - first_name: Simone full_name: Lackner, Simone last_name: Lackner - first_name: Stéphanie full_name: Gauttier, Stéphanie last_name: Gauttier - first_name: Szidónia full_name: Rusu, Szidónia last_name: Rusu - first_name: Theodota full_name: Lagouri, Theodota last_name: Lagouri - first_name: Ümran full_name: Yüce-Selvi, Ümran last_name: Yüce-Selvi - first_name: Urszula full_name: Ziemiańczyk, Urszula last_name: Ziemiańczyk - first_name: Xhilda full_name: Dhamo, Xhilda last_name: Dhamo citation: alphadin: 'Lasser, Jana ; Mol, Stefan T. ; Čontala, Alja ; Slavec, Ana ; de Swarte, Andreja Zulim ; Khachatryan, Anna ; Eleuteri, Anna Maria ; Haque, Anupoma ; u. a.: Data from the Researcher Mental Health Observatory STAIRCASE Survey. In: Journal of Open Psychology Data Bd. 14, Ubiquity Press, Ltd. (2026), Nr. 1' ama: Lasser J, Mol ST, Čontala A, et al. Data from the Researcher Mental Health Observatory STAIRCASE Survey. Journal of Open Psychology Data. 2026;14(1). doi:10.5334/jopd.136 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. Journal of Open Psychology Data, 14(1). https://doi.org/10.5334/jopd.136 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={10.5334/jopd.136}, 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} }' 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.” Journal of Open Psychology Data 14, no. 1 (2026). https://doi.org/10.5334/jopd.136. ieee: J. Lasser et al., “Data from the Researcher Mental Health Observatory STAIRCASE Survey,” Journal of Open Psychology Data, vol. 14, no. 1, 2026. mla: Lasser, Jana, et al. “Data from the Researcher Mental Health Observatory STAIRCASE Survey.” Journal of Open Psychology Data, vol. 14, no. 1, 1, Ubiquity Press, Ltd., 2026, doi:10.5334/jopd.136. 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). date_created: 2026-05-29T19:04:46Z date_updated: 2026-06-08T08:21:59Z doi: 10.5334/jopd.136 file: - access_level: open_access content_type: application/pdf creator: bcahill date_created: 2026-05-29T18:59:40Z date_updated: 2026-05-29T18:59:40Z file_id: '6937' file_name: 6a19696729fb6.pdf file_size: 3199701 relation: main_file success: 1 file_date_updated: 2026-05-29T18:59:40Z has_accepted_license: '1' intvolume: ' 14' issue: '1' jel: - M54 language: - iso: eng main_file_link: - open_access: '1' url: https://openpsychologydata.metajnl.com/articles/10.5334/jopd.136 oa: '1' publication: Journal of Open Psychology Data publication_identifier: eissn: - 2050-9863 publication_status: published publisher: Ubiquity Press, Ltd. quality_controlled: '1' related_material: link: - relation: contains url: https://openpsychologydata.metajnl.com/articles/136/files/6a19696729fb6.pdf status: public title: Data from the Researcher Mental Health Observatory STAIRCASE Survey tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article urn: urn:nbn:de:hbz:bi10-69363 user_id: '220548' volume: 14 year: '2026' ... --- _id: '6898' abstract: - lang: eng 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.' alternative_id: - '6899' author: - first_name: Bjarne full_name: Jaster, Bjarne id: '252434' last_name: Jaster orcid: 0000-0002-8362-5369 - first_name: Alaa full_name: Tharwat, Alaa id: '238549' last_name: Tharwat - first_name: Eiram Mahera full_name: Sheikh, Eiram Mahera last_name: Sheikh - first_name: Martin full_name: Kohlhase, Martin id: '226669' last_name: Kohlhase orcid: 0009-0002-9374-0720 - first_name: Wolfram full_name: Schenck, Wolfram id: '224375' last_name: Schenck orcid: 0000-0003-3300-2048 citation: alphadin: 'Jaster, Bjarne ; Tharwat, Alaa ; Sheikh, Eiram Mahera ; Kohlhase, Martin ; Schenck, Wolfram: Low Query Budget Active Learning for Classification and Regression. In: Koprinska, I. ; Mendes-Moreira, J. ; Branco, P. (Hrsg.): 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, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2026, S. 5–21' 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. 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. Communications in Computer and Information Science. Cham: Springer Nature Switzerland; 2026:5-21. doi:10.1007/978-3-032-19105-2_1' apa: 'Jaster, B., Tharwat, A., Sheikh, E. M., Kohlhase, M., & Schenck, W. (2026). Low Query Budget Active Learning for Classification and Regression. 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 (pp. 5–21). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-19105-2_1' 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={10.1007/978-3-032-19105-2_1}, 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} }' chicago: 'Jaster, Bjarne, Alaa Tharwat, Eiram Mahera Sheikh, Martin Kohlhase, and Wolfram Schenck. “Low Query Budget Active Learning for Classification and Regression.” In 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, edited by Irena Koprinska, João Mendes-Moreira, and Paula Branco, 5–21. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-19105-2_1.' ieee: B. Jaster, A. Tharwat, E. M. Sheikh, M. Kohlhase, and W. Schenck, “Low Query Budget Active Learning for Classification and Regression,” in 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, Porto, Portugal, 2026, pp. 5–21. mla: Jaster, Bjarne, et al. “Low Query Budget Active Learning for Classification and Regression.” 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, edited by Irena Koprinska et al., Springer Nature Switzerland, 2026, pp. 5–21, doi:10.1007/978-3-032-19105-2_1. 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.' conference: end_date: 2025-09-19 location: Porto, Portugal name: ECML PKDD 2025 start_date: 2025-09-15 date_created: 2026-05-10T07:55:29Z date_updated: 2026-06-01T15:18:27Z doi: 10.1007/978-3-032-19105-2_1 editor: - first_name: Irena full_name: Koprinska, Irena last_name: Koprinska - first_name: João full_name: Mendes-Moreira, João last_name: Mendes-Moreira - first_name: Paula full_name: Branco, Paula last_name: Branco language: - iso: eng main_file_link: - open_access: '1' url: https://rdcu.be/fh03T oa: '1' page: 5-21 place: Cham 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 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 publication_identifier: eisbn: - 978-3-032-19105-2 eissn: - 1865-0937 isbn: - 978-3-032-19104-5 issn: - 1865-0929 publication_status: published publisher: Springer Nature Switzerland series_title: Communications in Computer and Information Science status: public title: Low Query Budget Active Learning for Classification and Regression type: conference user_id: '226669' year: '2026' ...