TY - JOUR A1 - Gaube, Susanne A1 - Suresh, Harini A1 - Raue, Martina A1 - Merritt, Alexander A1 - Berkowitz, Seth J. A1 - Lermer, Eva A1 - Coughlin, Joseph F. A1 - Guttag, John V. A1 - Colak, Errol A1 - Ghassemi, Marzyeh T1 - Do as AI Say: Susceptibility in Deployment of Clinical Decision-Aids JF - npj Digital Medicine KW - decision making Y1 - 2021 U6 - https://doi.org/10.1038/s41746-021-00385-9 SN - 2398-6352 IS - 2021,4 ER - TY - JOUR A1 - Gaube, Susanne A1 - Fischer, Peter A1 - Lermer, Eva T1 - Hand(y) Hygiene Insights: Applying Three Theoretical Models to Investigate Hospital Patients’ and Visitors’ Hand Hygiene Behavior JF - PLOS ONE / Public Library of Science Y1 - 2021 U6 - https://doi.org/10.1371/journal.pone.0245543 SN - 1932-6203 VL - 16 IS - 2021,1 ER - TY - JOUR A1 - Lermer, Eva A1 - Hudecek, Matthias F. C. A1 - Gaube, Susanne A1 - Raue, Martina A1 - Batz, Falk T1 - Early and Later Perceptions and Reactions to the COVID-19 Pandemic in Germany: On Predictors of Behavioral Responses and Guideline Adherence During the Restrictions JF - Frontiers in psychology KW - Covid-19 KW - trust KW - behavior change KW - guideline adherence KW - social distancing KW - political orientation KW - acceptance KW - health anxiety Y1 - 2021 U6 - https://doi.org/10.3389/fpsyg.2021.769206 VL - 12 IS - 2021,12 ER - TY - JOUR A1 - Hudecek, Matthias F. C. A1 - Fischer, Peter A1 - Gaube, Susanne A1 - Lermer, Eva T1 - Who Thinks COVID-19 is a Hoax? Psychological Correlates of Beliefs in Conspiracy Theories and Attitudes Towards Anti-Coronavirus Measures at the End of the First Lockdown in Germany JF - The Journal of open psychology data : JOPD KW - COVID-19 KW - conspiracy beliefs KW - risk perception KW - dark triad KW - political attitude Y1 - 2022 U6 - https://doi.org/10.5334/jopd.64 SN - 2050-9863 N1 - Data Paper; Forschungsdaten verfügbar unter https://osf.io/p6q7w/ VL - 10 IS - 2022,1 ER - TY - JOUR A1 - Gaube, Susanne A1 - Tsivrikos, Dimitrios A1 - Dollinger, Daniel A1 - Lermer, Eva T1 - How a Smiley Protects Health: A Pilot Intervention to Improve Hand Hygiene in Hospitals by Activating Injunctive Norms through Emoticons JF - PLOS ONE Y1 - 2018 U6 - https://doi.org/10.1371/journal.pone.0197465 SN - 1932-6203 N1 - Inhalte der Publikation auch vorgestellt im Rahmen des 51. DGPs-Kongress, Frankfurt am Main, Deutschland, 14.09.2018 - 20.09.2018, Abstract u.d.T. "Might a smiley reduce risk behavior? Improving hand hygiene in hospitals with the help of emoticons" veröffentlicht in: 51. Kongress der Deutschen Gesellschaft für Psychologie. [Psychologie gestaltet. Abstracts] / Johannes Hartig und Holger Horz (Hg.). Lengerich: Pabst Science Publishers, 2018. ISBN 978-3-95853-437-7, S. 24. VL - 13 IS - 2018,5 ER - TY - JOUR A1 - Gaube, Susanne A1 - Suresh, Harini A1 - Raue, Martina A1 - Lermer, Eva T1 - Non-Task Expert Physicians Benefit from Correct Explainable AI Advice when Reviewing X-rays JF - Scientific reports Y1 - 2023 U6 - https://doi.org/10.1038/s41598-023-28633-w SN - 2045-2322 N1 - Open Data: https://osf.io/h7aj3/ VL - 13 ER - TY - INPR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Attitudes Toward the Adoption of two AI-Enabled Mental Health Tools Among Prospective Psychotherapists: A Cross-Sectional Study T2 - PsyArXiv Preprint KW - artificial intelligence KW - mental health KW - clinical decision support systems KW - technology acceptance model Y1 - 2023 U6 - https://doi.org/10.31234/osf.io/c8yr3 N1 - The hypotheses were pre-registered on the Open Science Framework (osf.io/fqdzb) ET - Version 2 ER - TY - JOUR A1 - Volkmer, Sara Alida A1 - Gaube, Susanne A1 - Raue, Martina A1 - Lermer, Eva T1 - Troll Story: The Dark Tetrad and Online Trolling Revisited with a Glance at Humor JF - PLoS ONE KW - behavior KW - aggression KW - motivation KW - internet Y1 - 2023 U6 - https://doi.org/10.1371/journal.pone.0280271 SN - 1932-6203 VL - 18 IS - 2023,3 ER - TY - CHAP A1 - Gaube, Susanne A1 - Lermer, Eva T1 - KI-gestützte Entscheidungsunterstützungssysteme im Gesundheitswesen Y1 - 2023 SN - 978-3-11-103449-2 U6 - https://doi.org/10.1515/9783111034706-009 SP - 121 EP - 135 PB - De Gruyter CY - Berlin ER - TY - JOUR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Attitudes Toward the Adoption of 2 Artificial Intelligence–Enabled Mental Health Tools Among Prospective Psychotherapists: Cross-sectional Study JF - JMIR Human Factors KW - artificial intelligence KW - mental health KW - clinical decision support systems KW - Unified Theory of Acceptance and Use of Technology KW - technology acceptance model Y1 - 2023 U6 - https://doi.org/10.2196/46859 SN - 2292-9495 VL - 10 IS - 2023,1 ER - TY - CHAP A1 - Gaube, Susanne A1 - Lermer, Eva ED - Kovács, László T1 - KI-gestützte Entscheidungsunterstützungssysteme im Gesundheitswesen T2 - Künstliche Intelligenz und menschliche Gesellschaft KW - Gesundheitswesen Y1 - 2023 SN - 978-3-11-103449-2 U6 - https://doi.org/10.1515/9783111034706-009 N1 - Sammelband zur KI-Ringvorlesung 2022 an der Hochschule Augsburg SP - 121 EP - 135 PB - De Gruyter Oldenbourg CY - Berlin; München; Boston ER - TY - INPR A1 - Koch, Timo A1 - Pargent, Florian A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Gaube, Susanne T1 - A Tutorial on Tailored Simulation-Based Power Analysis for Experimental Designs with Generalized Linear Mixed Models T2 - PsyArXiv Preprints N2 - When planning experimental research, determining an appropriate sample size and using suitable statistical models are crucial for robust and informative results. However, the recent replication crisis underlines the need for more rigorous statistical methodology and well-powered designs. Generalized linear mixed models (GLMMs) offer a flexible statistical framework to analyze experimental data with complex (e.g., dependent and hierarchical) data structures. Yet, available methods and software for a priori power analyses for GLMMs are often limited to specific designs, while data simulation approaches offer more flexibility. Based on a practical case study, the current tutorial equips researchers with a step-by-step guide and corresponding code for conducting tailored a priori power analyses to determine appropriate sample sizes with GLMMs. Finally, we give an outlook on the increasing importance of simulation-based power analysis in experimental research. KW - data simulation KW - generalized linear mixed model KW - power analysis KW - sample size Y1 - 2023 U6 - https://doi.org/10.31234/osf.io/rpjem ER - TY - JOUR A1 - Hummelsberger, Pia A1 - Koch, Timo K. A1 - Rauh, Sabrina A1 - Dorn, Julia A1 - Lermer, Eva A1 - Raue, Martina A1 - Hudecek, Matthias F. C. A1 - Schicho, Andreas A1 - Colak, Errol A1 - Ghassemi, Marzyeh A1 - Gaube, Susanne T1 - Insights on the Current State and Future Outlook of AI in Health Care: Expert Interview Study JF - JMIR AI KW - artificial intelligence KW - AI KW - machine learning KW - health care KW - digital health technology KW - technology implementation KW - expert interviews Y1 - 2023 U6 - https://doi.org/10.2196/47353 N1 - zugrundeliegendes Preprint: https://opus4.kobv.de/opus4-hs-augsburg/1091 VL - 2 IS - 2023,1 ER - TY - INPR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Hummelsberger, Pia A1 - Lermer, Eva A1 - Gaube, Susanne T1 - AI-Enabled Clinical Decision Support Tools for Mental Healthcare: A Product Review T2 - OSF Preprints KW - AI-CDSS KW - artificial intelligence KW - clinical decision support KW - mental healthcare Y1 - 2023 U6 - https://doi.org/10.31219/osf.io/ez43g ER - TY - JOUR A1 - Gaube, Susanne A1 - Biebl, Isabell A1 - Engelmann, Magdalena Karin Maria A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva T1 - Comparing Preferences for Skin Cancer Screening: AI-enabled App vs Dermatologist JF - Social Science & Medicine KW - AI KW - skin cancer KW - mHealth Y1 - 2024 U6 - https://doi.org/10.1016/j.socscimed.2024.116871 SN - 0277-9536 VL - 349 IS - 2024, Mai ER - TY - JOUR A1 - Dingel, Julius A1 - Kleine, Anne-Kathrin A1 - Cecil, Julia A1 - Sigl, Anna Leonie A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Predictors of Health Care Practitioners’ Intention to Use AI-Enabled Clinical Decision Support Systems: Meta-Analysis Based on the Unified Theory of Acceptance and Use of Technology JF - Journal of medical internet research KW - unified theory of acceptance and use of technology KW - UTAUT KW - artificial intelligence–enabled clinical decision support systems; KW - AI-CDSSs KW - meta-analysis KW - health care practitioners Y1 - 2024 U6 - https://doi.org/10.2196/57224 SN - 1438-8871 VL - 26 ER - TY - INPR A1 - Cecil, Julia A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Mental Health Practitioners’ Perceptions and Adoption Intentions of AI-enabled Technologies: an International Mixed-Methods Study T2 - Research Square KW - mental healthcare KW - articial intelligence KW - technology implementation KW - use intention KW - learning intention Y1 - 2024 U6 - https://doi.org/10.21203/rs.3.rs-4692251/v1 ER - TY - INPR A1 - Gaube, Susanne A1 - Jussupow, Ekaterina A1 - Kokje, Eesha A1 - Khan, Jowaria A1 - Bondi-Kelly, Elizabeth A1 - Schicho, Andreas A1 - Kitamura, Felipe C. A1 - Koch, Timo K. A1 - Ezer, Timur A1 - Mottok, Jürgen A1 - Lermer, Eva A1 - Ghassemi, Marzyeh A1 - Colak, Errol T1 - Underreliance Harms Human-AI Collaboration More Than Overreliance in Medical Imaging KW - AI-CDSS KW - CDSS KW - clinical decision-making KW - human-AI collaboration KW - human-AI interaction KW - human-computer interaction KW - medical imaging KW - overreliance KW - underreliance Y1 - 2024 U6 - https://doi.org/10.31219/osf.io/4wv8j ER - TY - JOUR A1 - Pargent, Florian A1 - Koch, Timo K. A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Gaube, Susanne T1 - A Tutorial on Tailored Simulation-Based Sample-Size Planning for Experimental Designs With Generalized Linear Mixed Models JF - Advances in Methods and Practices in Psychological Science KW - tutorial KW - sample-size planning KW - generalized linear mixed model KW - power analysis KW - data simulation KW - GLMM Y1 - 2024 U6 - https://doi.org/10.1177/25152459241287132 SN - 2515-2459 VL - 7 IS - 2024,4 ER - TY - INPR A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Donkin, Chris A1 - Gaube, Susanne T1 - Understanding the Influence of Design-Related Factors on Human-AI Teaming in a Face Matching Task T2 - OSF Preprints KW - AI-DSS KW - face matching KW - human-AI collaboration KW - human-AI Interaction Y1 - 2024 U6 - https://doi.org/10.31219/osf.io/qvbgp ER -