[{"publication_status":"published","publication":"JMIR Human Factors","oa":"1","publication_identifier":{"eissn":["2292-9495"]},"type":"journal_article","main_file_link":[{"open_access":"1"}],"user_id":"220548","date_created":"2026-06-11T21:15:29Z","title":"The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study","volume":13,"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."}],"_id":"6986","year":"2026","language":[{"iso":"eng"}],"doi":"10.2196/93489","intvolume":"        13","date_updated":"2026-06-13T08:39:23Z","page":"e93489-e93489","publisher":"JMIR Publications Inc.","author":[{"id":"252878","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/217580444","first_name":"Inga","full_name":"Jagemann, Inga","orcid":"0000-0002-3468-3423","last_name":"Jagemann"},{"first_name":"Sabrina","full_name":"Hegner, Sabrina","last_name":"Hegner"},{"first_name":"Gerrit","id":"234690","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/217580445","orcid":"0000-0003-2143-4564","full_name":"Hirschfeld, Gerrit","last_name":"Hirschfeld"}],"citation":{"ieee":"I. Jagemann, S. Hegner, and G. Hirschfeld, “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study,” <i>JMIR Human Factors</i>, vol. 13, pp. e93489–e93489, 2026.","apa":"Jagemann, I., Hegner, S., &#38; Hirschfeld, G. (2026). The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. <i>JMIR Human Factors</i>, <i>13</i>, e93489–e93489. <a href=\"https://doi.org/10.2196/93489\">https://doi.org/10.2196/93489</a>","bibtex":"@article{Jagemann_Hegner_Hirschfeld_2026, title={The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study}, volume={13}, DOI={<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>}, journal={JMIR Human Factors}, publisher={JMIR Publications Inc.}, author={Jagemann, Inga and Hegner, Sabrina and Hirschfeld, Gerrit}, year={2026}, pages={e93489–e93489} }","alphadin":"<span style=\"font-variant:small-caps;\">Jagemann, Inga</span> ; <span style=\"font-variant:small-caps;\">Hegner, Sabrina</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span>: The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study. In: <i>JMIR Human Factors</i> Bd. 13, JMIR Publications Inc. (2026), S. e93489–e93489","chicago":"Jagemann, Inga, Sabrina Hegner, and Gerrit Hirschfeld. “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.” <i>JMIR Human Factors</i> 13 (2026): e93489–e93489. <a href=\"https://doi.org/10.2196/93489\">https://doi.org/10.2196/93489</a>.","short":"I. Jagemann, S. Hegner, G. Hirschfeld, JMIR Human Factors 13 (2026) 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. <i>JMIR Human Factors</i>. 2026;13:e93489-e93489. doi:<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>","mla":"Jagemann, Inga, et al. “The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.” <i>JMIR Human Factors</i>, vol. 13, JMIR Publications Inc., 2026, pp. e93489–e93489, doi:<a href=\"https://doi.org/10.2196/93489\">10.2196/93489</a>."},"status":"public"},{"date_updated":"2026-06-11T14:31:55Z","publisher":"Beltz Juventa","status":"public","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Madeira Firmino, Nadine</span>: Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit. In: <span style=\"font-variant:small-caps;\">Meiner-Teubner, C.</span> ; <span style=\"font-variant:small-caps;\">Roland, M.</span> (Hrsg.): <i>Kita und soziale Ungleichheit</i>. Weinheim : Beltz Juventa","bibtex":"@inbook{Madeira Firmino, place={Weinheim}, title={Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit}, booktitle={Kita und soziale Ungleichheit}, publisher={Beltz Juventa}, author={Madeira Firmino, Nadine}, editor={Meiner-Teubner, Christiane and Roland, MertenEditors} }","apa":"Madeira Firmino, N. (n.d.). Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit. In C. Meiner-Teubner &#38; M. Roland (Eds.), <i>Kita und soziale Ungleichheit</i>. Weinheim: Beltz Juventa.","ieee":"N. Madeira Firmino, “Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit,” in <i>Kita und soziale Ungleichheit</i>, C. Meiner-Teubner and M. Roland, Eds. Weinheim: Beltz Juventa.","mla":"Madeira Firmino, Nadine. “Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit.” <i>Kita und soziale Ungleichheit</i>, edited by Christiane Meiner-Teubner and Merten Roland, Beltz Juventa.","ama":"Madeira Firmino N. Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit. In: Meiner-Teubner C, Roland M, eds. <i>Kita und soziale Ungleichheit</i>. Weinheim: Beltz Juventa.","short":"N. Madeira Firmino, in: C. Meiner-Teubner, M. Roland (Eds.), Kita und soziale Ungleichheit, Beltz Juventa, Weinheim, n.d.","chicago":"Madeira Firmino, Nadine. “Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit.” In <i>Kita und soziale Ungleichheit</i>, edited by Christiane Meiner-Teubner and Merten Roland. Weinheim: Beltz Juventa, n.d."},"author":[{"id":"250837","first_name":"Nadine","full_name":"Madeira Firmino, Nadine","last_name":"Madeira Firmino"}],"place":"Weinheim","language":[{"iso":"ger"}],"_id":"6788","editor":[{"full_name":"Meiner-Teubner, Christiane","last_name":"Meiner-Teubner","first_name":"Christiane"},{"last_name":"Roland","full_name":"Roland, Merten","first_name":"Merten"}],"year":"2026","date_created":"2026-03-03T18:28:59Z","title":"Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit","quality_controlled":"1","publication":"Kita und soziale Ungleichheit","publication_status":"accepted","user_id":"263827","type":"book_chapter"},{"_id":"6982","year":"2026","language":[{"iso":"eng"}],"citation":{"ama":"Riechmann-Thom M, Rexilius J. Multi-Perspective AR Interaction Through Robot Viewpoint Control. In: <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>. ; 2026.","mla":"Riechmann-Thom, Malte, and Jan Rexilius. “Multi-Perspective AR Interaction Through Robot Viewpoint Control.” <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>, 2026.","chicago":"Riechmann-Thom, Malte, and Jan Rexilius. “Multi-Perspective AR Interaction Through Robot Viewpoint Control.” In <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>, 2026.","short":"M. Riechmann-Thom, J. Rexilius, in: IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2026.","bibtex":"@inproceedings{Riechmann-Thom_Rexilius_2026, title={Multi-Perspective AR Interaction Through Robot Viewpoint Control}, booktitle={IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)}, author={Riechmann-Thom, Malte and Rexilius, Jan}, year={2026} }","apa":"Riechmann-Thom, M., &#38; Rexilius, J. (2026). Multi-Perspective AR Interaction Through Robot Viewpoint Control. In <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>. Kitakyushu.","alphadin":"<span style=\"font-variant:small-caps;\">Riechmann-Thom, Malte</span> ; <span style=\"font-variant:small-caps;\">Rexilius, Jan</span>: Multi-Perspective AR Interaction Through Robot Viewpoint Control. In: <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>, 2026","ieee":"M. Riechmann-Thom and J. Rexilius, “Multi-Perspective AR Interaction Through Robot Viewpoint Control,” in <i>IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)</i>, Kitakyushu, 2026."},"author":[{"id":"229000","first_name":"Malte","last_name":"Riechmann-Thom","full_name":"Riechmann-Thom, Malte"},{"first_name":"Jan","id":"245736","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/216598627","orcid":"0000-0002-4579-214X","full_name":"Rexilius, Jan","last_name":"Rexilius"}],"status":"public","conference":{"name":"IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)","location":"Kitakyushu","start_date":"2026-08-24","end_date":"2026-08-28"},"date_updated":"2026-06-10T08:00:19Z","project":[{"name":"Institute for Building Intelligence","_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D"}],"type":"conference","user_id":"229000","publication":"IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)","quality_controlled":"1","date_created":"2026-06-03T09:06:55Z","title":"Multi-Perspective AR Interaction Through Robot Viewpoint Control"},{"author":[{"full_name":"Gaerner, Maik","last_name":"Gaerner","first_name":"Maik"},{"full_name":"Silber, Robin","last_name":"Silber","first_name":"Robin"},{"last_name":"Schäffer","full_name":"Schäffer, Malte","first_name":"Malte"},{"full_name":"Hamrle, Jaroslav ","last_name":"Hamrle","first_name":"Jaroslav "},{"first_name":"Andrea","id":"223776","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0695-3905/work/216524852","orcid":"0000-0003-0695-3905","full_name":"Ehrmann, Andrea","last_name":"Ehrmann"},{"first_name":"Martin","full_name":"Wortmann, Martin","last_name":"Wortmann"},{"full_name":"Kuschel, Timo","last_name":"Kuschel","first_name":"Timo"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Gaerner, Maik</span> ; <span style=\"font-variant:small-caps;\">Silber, Robin</span> ; <span style=\"font-variant:small-caps;\">Schäffer, Malte</span> ; <span style=\"font-variant:small-caps;\">Hamrle, Jaroslav </span> ; <span style=\"font-variant:small-caps;\">Ehrmann, Andrea</span> ; <span style=\"font-variant:small-caps;\">Wortmann, Martin</span> ; <span style=\"font-variant:small-caps;\">Kuschel, Timo</span>: Cubic magneto-optic Kerr effect in Co(111) thin films. In: <i>Applied Physics Letters</i> Bd. 128, AIP Publishing (2026), Nr. 22","bibtex":"@article{Gaerner_Silber_Schäffer_Hamrle_Ehrmann_Wortmann_Kuschel_2026, title={Cubic magneto-optic Kerr effect in Co(111) thin films}, volume={128}, DOI={<a href=\"https://doi.org/10.1063/5.0332728\">10.1063/5.0332728</a>}, number={22221106}, journal={Applied Physics Letters}, publisher={AIP Publishing}, author={Gaerner, Maik and Silber, Robin and Schäffer, Malte and Hamrle, Jaroslav  and Ehrmann, Andrea and Wortmann, Martin and Kuschel, Timo}, year={2026} }","apa":"Gaerner, M., Silber, R., Schäffer, M., Hamrle, J., Ehrmann, A., Wortmann, M., &#38; Kuschel, T. (2026). Cubic magneto-optic Kerr effect in Co(111) thin films. <i>Applied Physics Letters</i>, <i>128</i>(22). <a href=\"https://doi.org/10.1063/5.0332728\">https://doi.org/10.1063/5.0332728</a>","ieee":"M. Gaerner <i>et al.</i>, “Cubic magneto-optic Kerr effect in Co(111) thin films,” <i>Applied Physics Letters</i>, vol. 128, no. 22, 2026.","mla":"Gaerner, Maik, et al. “Cubic Magneto-Optic Kerr Effect in Co(111) Thin Films.” <i>Applied Physics Letters</i>, vol. 128, no. 22, 221106, AIP Publishing, 2026, doi:<a href=\"https://doi.org/10.1063/5.0332728\">10.1063/5.0332728</a>.","ama":"Gaerner M, Silber R, Schäffer M, et al. Cubic magneto-optic Kerr effect in Co(111) thin films. <i>Applied Physics Letters</i>. 2026;128(22). doi:<a href=\"https://doi.org/10.1063/5.0332728\">10.1063/5.0332728</a>","chicago":"Gaerner, Maik, Robin Silber, Malte Schäffer, Jaroslav  Hamrle, Andrea Ehrmann, Martin Wortmann, and Timo Kuschel. “Cubic Magneto-Optic Kerr Effect in Co(111) Thin Films.” <i>Applied Physics Letters</i> 128, no. 22 (2026). <a href=\"https://doi.org/10.1063/5.0332728\">https://doi.org/10.1063/5.0332728</a>.","short":"M. Gaerner, R. Silber, M. Schäffer, J. Hamrle, A. Ehrmann, M. Wortmann, T. Kuschel, Applied Physics Letters 128 (2026)."},"status":"public","intvolume":"       128","doi":"10.1063/5.0332728","publisher":"AIP Publishing","date_updated":"2026-06-08T08:33:01Z","year":"2026","_id":"6980","language":[{"iso":"eng"}],"article_number":"221106","quality_controlled":"1","article_type":"original","title":"Cubic magneto-optic Kerr effect in Co(111) thin films","date_created":"2026-06-02T17:41:05Z","volume":128,"type":"journal_article","publication_identifier":{"eissn":["1077-3118"],"issn":["0003-6951"]},"project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"user_id":"220548","issue":"22","publication":"Applied Physics Letters","publication_status":"published"},{"doi":"10.57720/6823","date_updated":"2026-06-08T08:22:54Z","citation":{"ieee":"M. Lammert, K. Teschke, P. Bakker, and A. Bernloehr, “Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul,” in <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>, Leipzig, 2026.","apa":"Lammert, M., Teschke, K., Bakker, P., &#38; Bernloehr, A. (2026). Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) &#38; Deutscher Hebammenverband (DHV) (Eds.), <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>. Leipzig. <a href=\"https://doi.org/10.57720/6823\">https://doi.org/10.57720/6823</a>","bibtex":"@inproceedings{Lammert_Teschke_Bakker_Bernloehr_2026, title={Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul}, DOI={<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>}, booktitle={Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026}, author={Lammert, Maike and Teschke, Karin and Bakker, Pia and Bernloehr, Annette}, editor={Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV)Editors}, year={2026} }","alphadin":"<span style=\"font-variant:small-caps;\">Lammert, Maike</span> ; <span style=\"font-variant:small-caps;\">Teschke, Karin</span> ; <span style=\"font-variant:small-caps;\">Bakker, Pia</span> ; <span style=\"font-variant:small-caps;\">Bernloehr, Annette</span>: Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In: <span style=\"font-variant:small-caps;\">Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi)</span> ; <span style=\"font-variant:small-caps;\">Deutscher Hebammenverband (DHV)</span> (Hrsg.): <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>, 2026","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.","chicago":"Lammert, Maike, Karin Teschke, Pia Bakker, and Annette Bernloehr. “Maßgeschneiderte Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale Untersuchungsmodul.” In <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026. <a href=\"https://doi.org/10.57720/6823\">https://doi.org/10.57720/6823</a>.","ama":"Lammert M, Teschke K, Bakker P, Bernloehr A. Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In: Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi), Deutscher Hebammenverband (DHV), eds. <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>. ; 2026. doi:<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>","mla":"Lammert, Maike, et al. “Maßgeschneiderte Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale Untersuchungsmodul.” <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>, edited by Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026, doi:<a href=\"https://doi.org/10.57720/6823\">10.57720/6823</a>."},"author":[{"first_name":"Maike","id":"246416","last_name":"Lammert","full_name":"Lammert, Maike"},{"last_name":"Teschke","full_name":"Teschke, Karin","id":"248956","first_name":"Karin"},{"last_name":"Bakker","full_name":"Bakker, Pia","id":"246514","first_name":"Pia"},{"last_name":"Bernloehr","full_name":"Bernloehr, Annette","id":"246532","first_name":"Annette"}],"status":"public","conference":{"start_date":"2026-05-03","end_date":"2026-05-03","location":"Leipzig","name":"HebaPäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; 2026"},"_id":"6823","year":"2026","language":[{"iso":"eng"}],"date_created":"2026-04-08T07:33:14Z","title":"Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul","file_date_updated":"2026-05-02T07:18:51Z","urn":"urn:nbn:de:hbz:bi10-68239","keyword":["Pädagogik","Hebammenwissenschaft","Konzeption","Simulationsbasierte Trainings","Beckenendlage","Vierfüßlerstand","HSBI-All4s","Optimierung Geburtssimulator"],"publication":"Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. 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T., Čontala, A., Slavec, A., de Swarte, A. Z., Khachatryan, A., … Dhamo, X. (2026). Data from the Researcher Mental Health Observatory STAIRCASE Survey. <i>Journal of Open Psychology Data</i>, <i>14</i>(1). <a href=\"https://doi.org/10.5334/jopd.136\">https://doi.org/10.5334/jopd.136</a>","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Lasser, Jana</span> ; <span style=\"font-variant:small-caps;\">Mol, Stefan T.</span> ; <span style=\"font-variant:small-caps;\">Čontala, Alja</span> ; <span style=\"font-variant:small-caps;\">Slavec, Ana</span> ; <span style=\"font-variant:small-caps;\">de Swarte, Andreja Zulim</span> ; <span style=\"font-variant:small-caps;\">Khachatryan, Anna</span> ; <span style=\"font-variant:small-caps;\">Eleuteri, Anna Maria</span> ; <span style=\"font-variant:small-caps;\">Haque, Anupoma</span> ; u. a.</span>: Data from the Researcher Mental Health Observatory STAIRCASE Survey. In: <i>Journal of Open Psychology Data</i> Bd. 14, Ubiquity Press, Ltd. (2026), Nr. 1","ieee":"J. Lasser <i>et al.</i>, “Data from the Researcher Mental Health Observatory STAIRCASE Survey,” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 2026.","ama":"Lasser J, Mol ST, Čontala A, et al. Data from the Researcher Mental Health Observatory STAIRCASE Survey. <i>Journal of Open Psychology Data</i>. 2026;14(1). doi:<a href=\"https://doi.org/10.5334/jopd.136\">10.5334/jopd.136</a>","mla":"Lasser, Jana, et al. “Data from the Researcher Mental Health Observatory STAIRCASE Survey.” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 1, Ubiquity Press, Ltd., 2026, doi:<a href=\"https://doi.org/10.5334/jopd.136\">10.5334/jopd.136</a>.","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).","chicago":"Lasser, Jana, Stefan T. Mol, Alja Čontala, Ana Slavec, Andreja Zulim de Swarte, Anna Khachatryan, Anna Maria Eleuteri, et al. “Data from the Researcher Mental Health Observatory STAIRCASE Survey.” <i>Journal of Open Psychology Data</i> 14, no. 1 (2026). <a href=\"https://doi.org/10.5334/jopd.136\">https://doi.org/10.5334/jopd.136</a>."},"author":[{"full_name":"Lasser, Jana","last_name":"Lasser","first_name":"Jana"},{"last_name":"Mol","full_name":"Mol, Stefan T.","first_name":"Stefan T."},{"first_name":"Alja","full_name":"Čontala, Alja","last_name":"Čontala"},{"full_name":"Slavec, Ana","last_name":"Slavec","first_name":"Ana"},{"first_name":"Andreja Zulim","last_name":"de Swarte","full_name":"de Swarte, Andreja Zulim"},{"full_name":"Khachatryan, Anna","last_name":"Khachatryan","first_name":"Anna"},{"full_name":"Eleuteri, Anna Maria","last_name":"Eleuteri","first_name":"Anna Maria"},{"last_name":"Haque","full_name":"Haque, Anupoma","first_name":"Anupoma"},{"last_name":"Jansone","full_name":"Jansone, 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Xhilda","last_name":"Dhamo","first_name":"Xhilda"}],"language":[{"iso":"eng"}],"_id":"6936","volume":14,"date_created":"2026-05-29T19:04:46Z","related_material":{"link":[{"url":"https://openpsychologydata.metajnl.com/articles/136/files/6a19696729fb6.pdf","relation":"contains"}]},"file_date_updated":"2026-05-29T18:59:40Z","title":"Data from the Researcher Mental Health Observatory STAIRCASE Survey","quality_controlled":"1","publication":"Journal of Open Psychology Data","user_id":"220548","file":[{"success":1,"date_updated":"2026-05-29T18:59:40Z","creator":"bcahill","date_created":"2026-05-29T18:59:40Z","file_size":3199701,"file_name":"6a19696729fb6.pdf","content_type":"application/pdf","file_id":"6937","relation":"main_file","access_level":"open_access"}],"publication_identifier":{"eissn":["2050-9863"]},"type":"journal_article","doi":"10.5334/jopd.136","intvolume":"        14","status":"public","article_number":"1","abstract":[{"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.","lang":"eng"}],"year":"2026"},{"status":"public","conference":{"end_date":"2026-05-22","start_date":"2026-05-22","name":"5th Bielefeld International Conference on Applied Business (BiCAB) on \"Bridges for Impact: Linking Science, Economy, Politics, and Society\"","location":"Bielefeld"},"author":[{"first_name":"Mirko","id":"260031","last_name":"Petersen","full_name":"Petersen, Mirko"},{"last_name":"Ballschmieter","full_name":"Ballschmieter, Ingo","orcid":"0009-0000-1054-8107","id":"256512","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-1054-8107/work/216066931","first_name":"Ingo"},{"first_name":"Tim","id":"222105","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/216066932","last_name":"Kampe","orcid":"0000-0003-1217-1360","full_name":"Kampe, Tim"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Petersen, Mirko</span> ; <span style=\"font-variant:small-caps;\">Ballschmieter, Ingo</span> ; <span style=\"font-variant:small-caps;\">Kampe, Tim</span>: Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany. In: <i>5th Bielefeld International Conference on Applied Business (BiCAB) on „Bridges for Impact: Linking Science, Economy, Politics, and Society“, Bielefeld, 22.05.</i>, 2026","bibtex":"@inproceedings{Petersen_Ballschmieter_Kampe_2026, title={Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany}, booktitle={5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.}, author={Petersen, Mirko and Ballschmieter, Ingo and Kampe, Tim}, year={2026} }","apa":"Petersen, M., Ballschmieter, I., &#38; Kampe, T. (2026). Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany. In <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i> Bielefeld.","ieee":"M. Petersen, I. Ballschmieter, and T. Kampe, “Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany,” in <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i>, Bielefeld, 2026.","mla":"Petersen, Mirko, et al. “Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany.” <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i>, 2026.","ama":"Petersen M, Ballschmieter I, Kampe T. Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany. In: <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i> ; 2026.","chicago":"Petersen, Mirko, Ingo Ballschmieter, and Tim Kampe. “Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany.” In <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i>, 2026.","short":"M. Petersen, I. Ballschmieter, T. Kampe, in: 5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05., 2026."},"date_updated":"2026-06-02T20:29:26Z","language":[{"iso":"eng"}],"_id":"6927","year":"2026","quality_controlled":"1","date_created":"2026-05-28T21:57:10Z","title":"Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’ Third Mission in Germany","user_id":"222105","type":"conference","keyword":["open science","open innovation","third mission","university-industry collaboration"],"publication_status":"published","publication":"5th Bielefeld International Conference on Applied Business (BiCAB) on \"Bridges for Impact: Linking Science, Economy, Politics, and Society\", Bielefeld, 22.05."},{"place":"München","author":[{"first_name":"Ismail","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-9808-0858/work/216467616","id":"247205","last_name":"Özlü","orcid":"0009-0005-9808-0858","full_name":"Özlü, Ismail"},{"first_name":"Severin","last_name":"Pietsch","full_name":"Pietsch, Severin"},{"first_name":"Svenja","last_name":"Helten","full_name":"Helten, Svenja"}],"citation":{"chicago":"Özlü, Ismail, Severin Pietsch, and Svenja Helten. “Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe.” In <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/ Band 8. </i>, edited by Claudia Hornberg, Julius Freymüller, Silja  Ritzinger, and Rainer  Fehr, 8:308–14. Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. München: Oekom, 2026.","short":"I. Özlü, S. Pietsch, S. Helten, in: C. Hornberg, J. Freymüller, S. Ritzinger, R. Fehr (Eds.), Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/ Band 8. , Oekom, München, 2026, pp. 308–314.","mla":"Özlü, Ismail, et al. “Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe.” <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/ Band 8. </i>, edited by Claudia Hornberg et al., vol. 8, Oekom, 2026, pp. 308–14.","ama":"Özlü I, Pietsch S, Helten S. Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe. In: Hornberg C, Freymüller J, Ritzinger S, Fehr R, eds. <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/ Band 8. </i>. Vol 8. Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. München: Oekom; 2026:308-314.","ieee":"I. Özlü, S. Pietsch, and S. Helten, “Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe,” in <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. 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Stochastic equations for interacting particle systems with continuous spins. <i>Annales de l’Institut Henri Poincaré, Probabilités et Statistiques</i>, <i>62</i>(2), 1350–1388. <a href=\"https://doi.org/10.1214/24-AIHP1537\">https://doi.org/10.1214/24-AIHP1537</a>","bibtex":"@article{Bezborodov_Di Persio_Friesen_Kuchling_2026, title={Stochastic equations for interacting particle systems with continuous spins}, volume={62}, DOI={<a href=\"https://doi.org/10.1214/24-AIHP1537\">10.1214/24-AIHP1537</a>}, number={2}, journal={Annales de l’Institut Henri Poincaré, Probabilités et Statistiques}, publisher={Institute of Mathematical Statistics}, author={Bezborodov, Viktor and Di Persio, Luca and Friesen, Martin and Kuchling, Peter}, year={2026}, pages={1350–1388} }","alphadin":"<span style=\"font-variant:small-caps;\">Bezborodov, Viktor</span> ; <span style=\"font-variant:small-caps;\">Di Persio, Luca</span> ; <span style=\"font-variant:small-caps;\">Friesen, Martin</span> ; <span style=\"font-variant:small-caps;\">Kuchling, Peter</span>: Stochastic equations for interacting particle systems with continuous spins. In: <i>Annales de l’Institut Henri Poincaré, Probabilités et Statistiques</i> Bd. 62, Institute of Mathematical Statistics (2026), Nr. 2, S. 1350–1388","ieee":"V. Bezborodov, L. Di Persio, M. Friesen, and P. Kuchling, “Stochastic equations for interacting particle systems with continuous spins,” <i>Annales de l’Institut Henri Poincaré, Probabilités et Statistiques</i>, vol. 62, no. 2, pp. 1350–1388, 2026."},"date_updated":"2026-06-02T05:22:14Z","publisher":"Institute of Mathematical Statistics","page":"1350-1388","doi":"10.1214/24-AIHP1537","intvolume":"        62"},{"alternative_id":["6899"],"main_file_link":[{"url":"https://rdcu.be/fh03T","open_access":"1"}],"user_id":"226669","oa":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"},{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"type":"conference","publication_identifier":{"issn":["1865-0929"],"isbn":["978-3-032-19104-5"],"eissn":["1865-0937"],"eisbn":["978-3-032-19105-2"]},"series_title":"Communications in Computer and Information Science","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_status":"published","date_created":"2026-05-10T07:55:29Z","title":"Low Query Budget Active Learning for Classification and Regression","language":[{"iso":"eng"}],"editor":[{"last_name":"Koprinska","full_name":"Koprinska, Irena","first_name":"Irena"},{"full_name":"Mendes-Moreira, João","last_name":"Mendes-Moreira","first_name":"João"},{"first_name":"Paula","last_name":"Branco","full_name":"Branco, Paula"}],"_id":"6898","year":"2026","abstract":[{"text":"The labeling process for supervised learning is costly and time-consuming, and is often impractical to scale due to real-world constraints. Active learning (AL) addresses this challenge by strategically selecting representative and informative data points to reduce labeling efforts. This paper focuses on an AL scenario in which only a very limited number of labels can be acquired. We propose an algorithm operating in two phases: (1) an exploration phase that prioritizes representative and diverse data points using density-driven criteria, and (2) an exploitation phase that combines predictive uncertainty with density weighting to select informative samples from densely populated regions. This enhances both representativeness and informativeness. Our results demonstrate significant improvements in model quality compared to other algorithms typically employed for this scenario, across various scenarios involving imbalanced data in classification tasks and skewness in regression tasks. Through this work, we aim to provide a new algorithm for this scenario and investigate general principles for AL. While most AL studies focus on either classification or regression, our work applies the algorithms to both. Therefore, we can analyze the differences between classification and regression problems and their effects on AL strategies. Furthermore, we explore different categories of AL criteria and their effectiveness in the low-budget regime. These results also provide insight into the cold-start problem, which involves selecting an initial labeled set and is faced by many model-based AL methods.","lang":"eng"}],"status":"public","conference":{"name":"ECML PKDD 2025","location":"Porto, Portugal","end_date":"2025-09-19","start_date":"2025-09-15"},"author":[{"first_name":"Bjarne","id":"252434","last_name":"Jaster","orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne"},{"id":"238549","first_name":"Alaa","last_name":"Tharwat","full_name":"Tharwat, Alaa"},{"first_name":"Eiram Mahera","full_name":"Sheikh, Eiram Mahera","last_name":"Sheikh"},{"id":"226669","first_name":"Martin","last_name":"Kohlhase","full_name":"Kohlhase, Martin","orcid":"0009-0002-9374-0720"},{"full_name":"Schenck, Wolfram","orcid":"0000-0003-3300-2048","last_name":"Schenck","id":"224375","first_name":"Wolfram"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Tharwat, Alaa</span> ; <span style=\"font-variant:small-caps;\">Sheikh, Eiram Mahera</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span>: Low Query Budget Active Learning for Classification and Regression. In: <span style=\"font-variant:small-caps;\">Koprinska, I.</span> ; <span style=\"font-variant:small-caps;\">Mendes-Moreira, J.</span> ; <span style=\"font-variant:small-caps;\">Branco, P.</span> (Hrsg.): <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, <i>Communications in Computer and Information Science</i>. Cham : Springer Nature Switzerland, 2026, S. 5–21","apa":"Jaster, B., Tharwat, A., Sheikh, E. M., Kohlhase, M., &#38; Schenck, W. (2026). Low Query Budget Active Learning for Classification and Regression. In I. Koprinska, J. Mendes-Moreira, &#38; P. Branco (Eds.), <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i> (pp. 5–21). Cham: Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">https://doi.org/10.1007/978-3-032-19105-2_1</a>","bibtex":"@inproceedings{Jaster_Tharwat_Sheikh_Kohlhase_Schenck_2026, place={Cham}, series={Communications in Computer and Information Science}, title={Low Query Budget Active Learning for Classification and Regression}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>}, booktitle={Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV}, publisher={Springer Nature Switzerland}, author={Jaster, Bjarne and Tharwat, Alaa and Sheikh, Eiram Mahera and Kohlhase, Martin and Schenck, Wolfram}, editor={Koprinska, Irena and Mendes-Moreira, João and Branco, PaulaEditors}, year={2026}, pages={5–21}, collection={Communications in Computer and Information Science} }","ieee":"B. Jaster, A. Tharwat, E. M. Sheikh, M. Kohlhase, and W. Schenck, “Low Query Budget Active Learning for Classification and Regression,” in <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, Porto, Portugal, 2026, pp. 5–21.","mla":"Jaster, Bjarne, et al. “Low Query Budget Active Learning for Classification and Regression.” <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, edited by Irena Koprinska et al., Springer Nature Switzerland, 2026, pp. 5–21, doi:<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>.","ama":"Jaster B, Tharwat A, Sheikh EM, Kohlhase M, Schenck W. Low Query Budget Active Learning for Classification and Regression. In: Koprinska I, Mendes-Moreira J, Branco P, eds. <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>. Communications in Computer and Information Science. Cham: Springer Nature Switzerland; 2026:5-21. doi:<a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">10.1007/978-3-032-19105-2_1</a>","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.","chicago":"Jaster, Bjarne, Alaa Tharwat, Eiram Mahera Sheikh, Martin Kohlhase, and Wolfram Schenck. “Low Query Budget Active Learning for Classification and Regression.” In <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV</i>, edited by Irena Koprinska, João Mendes-Moreira, and Paula Branco, 5–21. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-19105-2_1\">https://doi.org/10.1007/978-3-032-19105-2_1</a>."},"place":"Cham","date_updated":"2026-06-01T15:18:27Z","page":"5-21","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-032-19105-2_1"},{"date_created":"2026-02-27T10:10:55Z","title":"Active learning evaluation metrics for classification and regression frameworks","volume":171,"publication":"Engineering Applications of Artificial Intelligence","publication_status":"published","oa":"1","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_identifier":{"issn":["09521976"]},"type":"journal_article","main_file_link":[{"url":"https://doi.org/10.1016/j.engappai.2026.114295","open_access":"1"}],"user_id":"226669","doi":"10.1016/j.engappai.2026.114295","intvolume":"       171","date_updated":"2026-06-01T15:11:58Z","publisher":"Elsevier BV","author":[{"last_name":"Tharwat","full_name":"Tharwat, Alaa","first_name":"Alaa","id":"238549"},{"first_name":"Bjarne","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/207108820","id":"252434","orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne","last_name":"Jaster"},{"first_name":"Wolfram","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-3300-2048/work/207108821","id":"224375","orcid":"0000-0003-3300-2048","full_name":"Schenck, Wolfram","last_name":"Schenck"},{"full_name":"Kohlhase, Martin","orcid":"0009-0002-9374-0720","last_name":"Kohlhase","id":"226669","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/207108822","first_name":"Martin"}],"citation":{"ieee":"A. Tharwat, B. Jaster, W. Schenck, and M. Kohlhase, “Active learning evaluation metrics for classification and regression frameworks,” <i>Engineering Applications of Artificial Intelligence</i>, vol. 171, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Tharwat, Alaa</span> ; <span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Active learning evaluation metrics for classification and regression frameworks. In: <i>Engineering Applications of Artificial Intelligence</i> Bd. 171, Elsevier BV (2026)","bibtex":"@article{Tharwat_Jaster_Schenck_Kohlhase_2026, title={Active learning evaluation metrics for classification and regression frameworks}, volume={171}, DOI={<a href=\"https://doi.org/10.1016/j.engappai.2026.114295\">10.1016/j.engappai.2026.114295</a>}, number={114295}, journal={Engineering Applications of Artificial Intelligence}, publisher={Elsevier BV}, author={Tharwat, Alaa and Jaster, Bjarne and Schenck, Wolfram and Kohlhase, Martin}, year={2026} }","apa":"Tharwat, A., Jaster, B., Schenck, W., &#38; Kohlhase, M. (2026). Active learning evaluation metrics for classification and regression frameworks. <i>Engineering Applications of Artificial Intelligence</i>, <i>171</i>. <a href=\"https://doi.org/10.1016/j.engappai.2026.114295\">https://doi.org/10.1016/j.engappai.2026.114295</a>","short":"A. Tharwat, B. Jaster, W. Schenck, M. Kohlhase, Engineering Applications of Artificial Intelligence 171 (2026).","chicago":"Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active Learning Evaluation Metrics for Classification and Regression Frameworks.” <i>Engineering Applications of Artificial Intelligence</i> 171 (2026). <a href=\"https://doi.org/10.1016/j.engappai.2026.114295\">https://doi.org/10.1016/j.engappai.2026.114295</a>.","mla":"Tharwat, Alaa, et al. “Active Learning Evaluation Metrics for Classification and Regression Frameworks.” <i>Engineering Applications of Artificial Intelligence</i>, vol. 171, 114295, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.engappai.2026.114295\">10.1016/j.engappai.2026.114295</a>.","ama":"Tharwat A, Jaster B, Schenck W, Kohlhase M. Active learning evaluation metrics for classification and regression frameworks. <i>Engineering Applications of Artificial Intelligence</i>. 2026;171. doi:<a href=\"https://doi.org/10.1016/j.engappai.2026.114295\">10.1016/j.engappai.2026.114295</a>"},"status":"public","article_number":"114295","_id":"6655","year":"2026","language":[{"iso":"eng"}]},{"citation":{"short":"A.F. Schmidt, D. Meyer, L.-M. Rau, G. Hirschfeld, M. Frosch, M.C. Frühwald, R. Ahnert, L. Höfel, M. Storf, M. Blankenburg, K. Steinert, U. Schneider, U. Marschall, J. Wager, B. Zernikow, Psychotherapy and Psychosomatics (2026) 1–25.","chicago":"Schmidt, Amelie Florentine, Dorothee Meyer, Lisa-Marie Rau, Gerrit Hirschfeld, Michael Frosch, Michael C. Frühwald, Rosemarie Ahnert, et al. “Clinical Effectiveness of Different Feedback Intensities in a Pain Management App - A Multicenter Randomized Controlled Trial with Youths with Chronic Pain and Their Caregivers.” <i>Psychotherapy and Psychosomatics</i>, 2026, 1–25. <a href=\"https://doi.org/10.1159/000551681\">https://doi.org/10.1159/000551681</a>.","mla":"Schmidt, Amelie Florentine, et al. “Clinical Effectiveness of Different Feedback Intensities in a Pain Management App - A Multicenter Randomized Controlled Trial with Youths with Chronic Pain and Their Caregivers.” <i>Psychotherapy and Psychosomatics</i>, S. Karger AG, 2026, pp. 1–25, doi:<a href=\"https://doi.org/10.1159/000551681\">10.1159/000551681</a>.","ama":"Schmidt AF, Meyer D, Rau L-M, et al. Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers. <i>Psychotherapy and Psychosomatics</i>. 2026:1-25. doi:<a href=\"https://doi.org/10.1159/000551681\">10.1159/000551681</a>","ieee":"A. F. Schmidt <i>et al.</i>, “Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers,” <i>Psychotherapy and Psychosomatics</i>, pp. 1–25, 2026.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Schmidt, Amelie Florentine</span> ; <span style=\"font-variant:small-caps;\">Meyer, Dorothee</span> ; <span style=\"font-variant:small-caps;\">Rau, Lisa-Marie</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span> ; <span style=\"font-variant:small-caps;\">Frosch, Michael</span> ; <span style=\"font-variant:small-caps;\">Frühwald, Michael C.</span> ; <span style=\"font-variant:small-caps;\">Ahnert, Rosemarie</span> ; <span style=\"font-variant:small-caps;\">Höfel, Lea</span> ; u. a.</span>: Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers. In: <i>Psychotherapy and Psychosomatics</i>, S. Karger AG (2026), S. 1–25","bibtex":"@article{Schmidt_Meyer_Rau_Hirschfeld_Frosch_Frühwald_Ahnert_Höfel_Storf_Blankenburg_et al._2026, title={Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers}, DOI={<a href=\"https://doi.org/10.1159/000551681\">10.1159/000551681</a>}, journal={Psychotherapy and Psychosomatics}, publisher={S. Karger AG}, author={Schmidt, Amelie Florentine and Meyer, Dorothee and Rau, Lisa-Marie and Hirschfeld, Gerrit and Frosch, Michael and Frühwald, Michael C. and Ahnert, Rosemarie and Höfel, Lea and Storf, Magdalena and Blankenburg, Markus and et al.}, year={2026}, pages={1–25} }","apa":"Schmidt, A. F., Meyer, D., Rau, L.-M., Hirschfeld, G., Frosch, M., Frühwald, M. C., … Zernikow, B. (2026). Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers. <i>Psychotherapy and Psychosomatics</i>, 1–25. <a href=\"https://doi.org/10.1159/000551681\">https://doi.org/10.1159/000551681</a>"},"author":[{"full_name":"Schmidt, Amelie Florentine","last_name":"Schmidt","first_name":"Amelie Florentine"},{"last_name":"Meyer","full_name":"Meyer, Dorothee","first_name":"Dorothee"},{"full_name":"Rau, Lisa-Marie","last_name":"Rau","first_name":"Lisa-Marie"},{"orcid":"0000-0003-2143-4564","full_name":"Hirschfeld, Gerrit","last_name":"Hirschfeld","first_name":"Gerrit","id":"234690","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243804"},{"first_name":"Michael","last_name":"Frosch","full_name":"Frosch, Michael"},{"last_name":"Frühwald","full_name":"Frühwald, Michael C.","first_name":"Michael C."},{"full_name":"Ahnert, Rosemarie","last_name":"Ahnert","first_name":"Rosemarie"},{"first_name":"Lea","last_name":"Höfel","full_name":"Höfel, Lea"},{"last_name":"Storf","full_name":"Storf, Magdalena","first_name":"Magdalena"},{"full_name":"Blankenburg, Markus","last_name":"Blankenburg","first_name":"Markus"},{"first_name":"Kerstin","full_name":"Steinert, Kerstin","last_name":"Steinert"},{"last_name":"Schneider","full_name":"Schneider, Udo","first_name":"Udo"},{"last_name":"Marschall","full_name":"Marschall, Ursula","first_name":"Ursula"},{"first_name":"Julia","full_name":"Wager, Julia","last_name":"Wager"},{"full_name":"Zernikow, Boris","last_name":"Zernikow","first_name":"Boris"}],"status":"public","doi":"10.1159/000551681","date_updated":"2026-06-01T10:03:42Z","page":"1-25","publisher":"S. Karger AG","_id":"6939","year":"2026","language":[{"iso":"eng"}],"quality_controlled":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"date_created":"2026-05-30T20:47:48Z","article_type":"original","title":"Clinical effectiveness of different feedback intensities in a pain management app - A multicenter randomized controlled trial with youths with chronic pain and their caregivers","publication_identifier":{"issn":["0033-3190"],"eissn":["1423-0348"]},"type":"journal_article","user_id":"220548","publication_status":"published","publication":"Psychotherapy and Psychosomatics"},{"_id":"6940","year":"2026","language":[{"iso":"eng"}],"abstract":[{"text":"Background: Functional abdominal pain (FAP) is a severely debilitating condition affecting approximately 11.7% of children and adolescents worldwide, often persisting into adulthood and significantly restricting daily life. Health literacy is essential for treatment success. To improve knowledge about the biopsychosocial factors influencing FAP and support its management, we developed an educational multimedia website (https://meine-bauchstelle.com).\r\nMethods: In a multicenter randomised controlled trial (RCT), patients with FAP (N = 166, age 5–17 years, M = 10.8, SD = 3.31; 53.6% female) and their parents were randomly assigned to an intervention group (IG: access to the website before the first measurement) or a control group (CG: no access to the website during data collection). The primary outcome was health literacy (knowledge and health behaviour) and secondary outcomes were abdominal pain symptoms and the physician-patient/parent interactions. Group differences were analysed using t-tests and multilevel models.\r\nResults: Patients in the IG who visited the website demonstrated significantly higher initial knowledge scores compared to the CG. Moreover, they reported significantly less pain-related disability across three assessments over 3 months. Parents who visited the website rated the physician-parent interaction significantly more positively than those in the CG.\r\nConclusions: The educational website efficiently increased patient knowledge about FAP and improved certain pain-related behaviours. It serves as an effective tool in conveying information about FAP in clinical practice. Future applications could extend to preventive measures in schools and other settings.\r\nSignificance Statement: The educational website about functional abdominal pain is effective in transferring knowledge, reducing pain-related disability, and improving physician-parent interactions. It can support physicians in day-to-day clinical practice by referring patients to the website for further information and might be extended as a preventive measure in schools.","lang":"eng"}],"author":[{"first_name":"Verena","last_name":"Neß","full_name":"Neß, Verena"},{"last_name":"Humberg","full_name":"Humberg, Clarissa","first_name":"Clarissa"},{"full_name":"Rau, Lisa‐Marie","last_name":"Rau","first_name":"Lisa‐Marie"},{"last_name":"Eidt","full_name":"Eidt, Leandra","first_name":"Leandra"},{"first_name":"Thomas","full_name":"Berger, Thomas","last_name":"Berger"},{"last_name":"Claßen","full_name":"Claßen, Martin","first_name":"Martin"},{"first_name":"Nils Christian","full_name":"Syring, Nils Christian","last_name":"Syring"},{"first_name":"Jens","last_name":"Berrang","full_name":"Berrang, Jens"},{"last_name":"Vietor","full_name":"Vietor, Christine","first_name":"Christine"},{"full_name":"Buderus, Stephan","last_name":"Buderus","first_name":"Stephan"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243801","id":"234690","first_name":"Gerrit","full_name":"Hirschfeld, Gerrit","orcid":"0000-0003-2143-4564","last_name":"Hirschfeld"},{"full_name":"Becker‐Emden, Christina","last_name":"Becker‐Emden","first_name":"Christina"},{"last_name":"Wager","full_name":"Wager, Julia","first_name":"Julia"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Neß, Verena</span> ; <span style=\"font-variant:small-caps;\">Humberg, Clarissa</span> ; <span style=\"font-variant:small-caps;\">Rau, Lisa‐Marie</span> ; <span style=\"font-variant:small-caps;\">Eidt, Leandra</span> ; <span style=\"font-variant:small-caps;\">Berger, Thomas</span> ; <span style=\"font-variant:small-caps;\">Claßen, Martin</span> ; <span style=\"font-variant:small-caps;\">Syring, Nils Christian</span> ; <span style=\"font-variant:small-caps;\">Berrang, Jens</span> ; u. a.</span>: A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents. In: <i>European Journal of Pain</i> Bd. 30, Wiley (2026), Nr. 3","bibtex":"@article{Neß_Humberg_Rau_Eidt_Berger_Claßen_Syring_Berrang_Vietor_Buderus_et al._2026, title={A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents}, volume={30}, DOI={<a href=\"https://doi.org/10.1002/ejp.70249\">10.1002/ejp.70249</a>}, number={3}, journal={European Journal of Pain}, publisher={Wiley}, author={Neß, Verena and Humberg, Clarissa and Rau, Lisa‐Marie and Eidt, Leandra and Berger, Thomas and Claßen, Martin and Syring, Nils Christian and Berrang, Jens and Vietor, Christine and Buderus, Stephan and et al.}, year={2026} }","apa":"Neß, V., Humberg, C., Rau, L., Eidt, L., Berger, T., Claßen, M., … Wager, J. (2026). A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents. <i>European Journal of Pain</i>, <i>30</i>(3). <a href=\"https://doi.org/10.1002/ejp.70249\">https://doi.org/10.1002/ejp.70249</a>","ieee":"V. Neß <i>et al.</i>, “A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents,” <i>European Journal of Pain</i>, vol. 30, no. 3, 2026.","mla":"Neß, Verena, et al. “A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents.” <i>European Journal of Pain</i>, vol. 30, no. 3, Wiley, 2026, doi:<a href=\"https://doi.org/10.1002/ejp.70249\">10.1002/ejp.70249</a>.","ama":"Neß V, Humberg C, Rau L, et al. A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents. <i>European Journal of Pain</i>. 2026;30(3). doi:<a href=\"https://doi.org/10.1002/ejp.70249\">10.1002/ejp.70249</a>","short":"V. Neß, C. Humberg, L. Rau, L. Eidt, T. Berger, M. Claßen, N.C. Syring, J. Berrang, C. Vietor, S. Buderus, G. Hirschfeld, C. Becker‐Emden, J. Wager, European Journal of Pain 30 (2026).","chicago":"Neß, Verena, Clarissa Humberg, Lisa‐Marie Rau, Leandra Eidt, Thomas Berger, Martin Claßen, Nils Christian Syring, et al. “A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents.” <i>European Journal of Pain</i> 30, no. 3 (2026). <a href=\"https://doi.org/10.1002/ejp.70249\">https://doi.org/10.1002/ejp.70249</a>."},"status":"public","doi":"10.1002/ejp.70249","intvolume":"        30","date_updated":"2026-06-01T10:00:15Z","publisher":"Wiley","oa":"1","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"publication_identifier":{"eissn":["1532-2149"],"issn":["1090-3801"]},"type":"journal_article","main_file_link":[{"open_access":"1"}],"user_id":"220548","publication":"European Journal of Pain","publication_status":"published","issue":"3","quality_controlled":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"date_created":"2026-05-30T20:49:12Z","title":"A Randomised Controlled Trial Testing the Efficacy of an Educational Website About Functional Abdominal Pain for Children and Adolescents","volume":30},{"date_created":"2026-05-30T20:46:26Z","title":"Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care","article_type":"original","volume":14,"quality_controlled":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"publication_status":"published","publication":"BMC Psychology","issue":"1","oa":"1","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"publication_identifier":{"eissn":["2050-7283"]},"type":"journal_article","main_file_link":[{"open_access":"1"}],"user_id":"220548","doi":"10.1186/s40359-026-04667-3","intvolume":"        14","date_updated":"2026-06-01T09:56:53Z","publisher":"Springer Science and Business Media LLC","author":[{"first_name":"Matthis Michael","last_name":"Hüwelmeier","full_name":"Hüwelmeier, Matthis Michael"},{"first_name":"Lena","full_name":"Staniczek, Lena","last_name":"Staniczek"},{"full_name":"Schneider, Silvia","last_name":"Schneider","first_name":"Silvia"},{"last_name":"Zhang","full_name":"Zhang, Xiao Chi","first_name":"Xiao Chi"},{"first_name":"André","full_name":"Wannemüller, André","last_name":"Wannemüller"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243758","id":"234690","first_name":"Gerrit","last_name":"Hirschfeld","full_name":"Hirschfeld, Gerrit","orcid":"0000-0003-2143-4564"},{"first_name":"Karen","full_name":"Krause, Karen","last_name":"Krause"},{"last_name":"Friedrich","full_name":"Friedrich, Sören","first_name":"Sören"},{"last_name":"von Brachel","full_name":"von Brachel, Ruth","first_name":"Ruth"}],"citation":{"mla":"Hüwelmeier, Matthis Michael, et al. “Long-Term Effectiveness of Cognitive Behavioral Therapy (CBT) for Children and Adolescents in Routine Care.” <i>BMC Psychology</i>, vol. 14, no. 1, 663, Springer Science and Business Media LLC, 2026, doi:<a href=\"https://doi.org/10.1186/s40359-026-04667-3\">10.1186/s40359-026-04667-3</a>.","ama":"Hüwelmeier MM, Staniczek L, Schneider S, et al. Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care. <i>BMC Psychology</i>. 2026;14(1). doi:<a href=\"https://doi.org/10.1186/s40359-026-04667-3\">10.1186/s40359-026-04667-3</a>","chicago":"Hüwelmeier, Matthis Michael, Lena Staniczek, Silvia Schneider, Xiao Chi Zhang, André Wannemüller, Gerrit Hirschfeld, Karen Krause, Sören Friedrich, and Ruth von Brachel. “Long-Term Effectiveness of Cognitive Behavioral Therapy (CBT) for Children and Adolescents in Routine Care.” <i>BMC Psychology</i> 14, no. 1 (2026). <a href=\"https://doi.org/10.1186/s40359-026-04667-3\">https://doi.org/10.1186/s40359-026-04667-3</a>.","short":"M.M. Hüwelmeier, L. Staniczek, S. Schneider, X.C. Zhang, A. Wannemüller, G. Hirschfeld, K. Krause, S. Friedrich, R. von Brachel, BMC Psychology 14 (2026).","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Hüwelmeier, Matthis Michael</span> ; <span style=\"font-variant:small-caps;\">Staniczek, Lena</span> ; <span style=\"font-variant:small-caps;\">Schneider, Silvia</span> ; <span style=\"font-variant:small-caps;\">Zhang, Xiao Chi</span> ; <span style=\"font-variant:small-caps;\">Wannemüller, André</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span> ; <span style=\"font-variant:small-caps;\">Krause, Karen</span> ; <span style=\"font-variant:small-caps;\">Friedrich, Sören</span> ; u. a.</span>: Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care. In: <i>BMC Psychology</i> Bd. 14, Springer Science and Business Media LLC (2026), Nr. 1","bibtex":"@article{Hüwelmeier_Staniczek_Schneider_Zhang_Wannemüller_Hirschfeld_Krause_Friedrich_von Brachel_2026, title={Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care}, volume={14}, DOI={<a href=\"https://doi.org/10.1186/s40359-026-04667-3\">10.1186/s40359-026-04667-3</a>}, number={1663}, journal={BMC Psychology}, publisher={Springer Science and Business Media LLC}, author={Hüwelmeier, Matthis Michael and Staniczek, Lena and Schneider, Silvia and Zhang, Xiao Chi and Wannemüller, André and Hirschfeld, Gerrit and Krause, Karen and Friedrich, Sören and von Brachel, Ruth}, year={2026} }","apa":"Hüwelmeier, M. M., Staniczek, L., Schneider, S., Zhang, X. C., Wannemüller, A., Hirschfeld, G., … von Brachel, R. (2026). Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care. <i>BMC Psychology</i>, <i>14</i>(1). <a href=\"https://doi.org/10.1186/s40359-026-04667-3\">https://doi.org/10.1186/s40359-026-04667-3</a>","ieee":"M. M. Hüwelmeier <i>et al.</i>, “Long-term effectiveness of cognitive behavioral therapy (CBT) for children and adolescents in routine care,” <i>BMC Psychology</i>, vol. 14, no. 1, 2026."},"status":"public","abstract":[{"text":"                    Background - \r\n                    Cognitive behavioral therapy (CBT) is one of the most widely established treatments for mental disorders in children and adolescents and is empirically supported across a wide range of disorders, including evidence from routine care. However, evidence on long-term maintenance of effects in routine outpatient care is still limited, particularly across diagnostic groups. This study examines the long-term, cross-diagnostic effectiveness of CBT in children and adolescents treated under routine outpatient care conditions.\r\n                  <br />\r\n                    Methods - \r\n                    Analyses are based on pre-existing routine outcome monitoring data from 1225 patients (mean age = 14.00 years, SD = 3.24) receiving CBT, collected between 2017 and 2025. Symptoms were assessed using the parent- and patient-reported Strengths and Difficulties Questionnaire (SDQ) at pre-treatment, post-treatment and at 6-, 12- and 24-month follow-ups. Additional self-rated treatment-success ratings were collected at follow-up (covering expectations fulfilled, perceived helpfulness, problem recurrence and perceived change). Effectiveness was described using group means as well as clinical significance. Pre- to post- and pre- to follow-up changes were analysed using paired Wilcoxon signed-rank tests. Associations between follow-up SDQ scores and self-rated treatment success were examined using partial Spearman correlations controlling for baseline SDQ.\r\n                  <br />\r\n                    Results - \r\n                    \r\n                      Across both parent- and patient-reported SDQ assessments, total difficulties and problem subscales showed significant improvements from pre- to post-treatment and from pre-treatment to all follow-up time points. Effect sizes were consistently moderate-to-large\r\n                      (\r\n                      r_rb = 0.59–0.77), with sustained effects up to 24 months. Higher follow-up SDQ difficulties were associated with lower self-rated treatment success across multiple follow-up ratings, with strongest associations observed for problem recurrence and change compared to before treatment. Sensitivity analyses restricted to participants in the clinical range at baseline (SDQ ≥ 17) yielded consistent results.\r\n                    \r\n                  <br />\r\n                    Conclusions - \r\n                    Routine outpatient CBT for children and adolescents was associated with meaningful symptom improvements that persisted up to two years after treatment. Clinically significant change analyses indicated that while many patients showed reliable improvement, a substantial proportion remained classified as unchanged according to conservative criteria. Subjective follow-up ratings were consistent with standardized symptom outcomes, supporting the perceived durability of treatment success under routine care conditions in a diagnostically heterogeneous sample.\r\n                  ","lang":"eng"}],"article_number":"663","_id":"6938","year":"2026","language":[{"iso":"eng"}]},{"_id":"6928","year":"2026","language":[{"iso":"eng"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Korte, Philipp</span>: Leading across time zones: a strategic framework for leading virtual teams in global organizations. In: <i>Strategy &#38; Leadership</i>, emerald insight (2026), S. 1–32","bibtex":"@article{Korte_2026, title={Leading across time zones: a strategic framework for leading virtual teams in global organizations}, DOI={<a href=\"https://doi.org/10.1108/SL-10-2025-0354\">10.1108/SL-10-2025-0354</a>}, journal={Strategy &#38; Leadership}, publisher={emerald insight}, author={Korte, Philipp}, year={2026}, pages={1–32} }","apa":"Korte, P. (2026). Leading across time zones: a strategic framework for leading virtual teams in global organizations. <i>Strategy &#38; Leadership</i>, 1–32. <a href=\"https://doi.org/10.1108/SL-10-2025-0354\">https://doi.org/10.1108/SL-10-2025-0354</a>","ieee":"P. Korte, “Leading across time zones: a strategic framework for leading virtual teams in global organizations,” <i>Strategy &#38; Leadership</i>, pp. 1–32, 2026.","mla":"Korte, Philipp. “Leading across Time Zones: A Strategic Framework for Leading Virtual Teams in Global Organizations.” <i>Strategy &#38; Leadership</i>, emerald insight, 2026, pp. 1–32, doi:<a href=\"https://doi.org/10.1108/SL-10-2025-0354\">10.1108/SL-10-2025-0354</a>.","ama":"Korte P. Leading across time zones: a strategic framework for leading virtual teams in global organizations. <i>Strategy &#38; Leadership</i>. 2026:1-32. doi:<a href=\"https://doi.org/10.1108/SL-10-2025-0354\">10.1108/SL-10-2025-0354</a>","chicago":"Korte, Philipp. “Leading across Time Zones: A Strategic Framework for Leading Virtual Teams in Global Organizations.” <i>Strategy &#38; Leadership</i>, 2026, 1–32. <a href=\"https://doi.org/10.1108/SL-10-2025-0354\">https://doi.org/10.1108/SL-10-2025-0354</a>.","short":"P. Korte, Strategy &#38; Leadership (2026) 1–32."},"author":[{"full_name":"Korte, Philipp","orcid":"0009-0009-2253-2757","last_name":"Korte","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-2253-2757/work/216098734","id":"214999","first_name":"Philipp"}],"status":"public","doi":"10.1108/SL-10-2025-0354","date_updated":"2026-05-29T08:03:15Z","publisher":"emerald insight","page":"1-32","type":"journal_article","publication_identifier":{"eissn":["1758-9568"],"issn":["1087-8572"]},"alternative_id":["6930"],"user_id":"220548","publication_status":"published","publication":"Strategy & Leadership","quality_controlled":"1","date_created":"2026-05-29T07:33:44Z","title":"Leading across time zones: a strategic framework for leading virtual teams in global organizations"}]
