@unpublished{KleineKokjeLermeretal., author = {Kleine, Anne-Kathrin and Kokje, Eesha and Lermer, Eva and Gaube, Susanne}, title = {Attitudes Toward the Adoption of two AI-Enabled Mental Health Tools Among Prospective Psychotherapists: A Cross-Sectional Study}, series = {PsyArXiv Preprint}, journal = {PsyArXiv Preprint}, edition = {Version 2}, doi = {10.31234/osf.io/c8yr3}, pages = {30}, language = {en} } @article{KleineKokjeLermeretal., author = {Kleine, Anne-Kathrin and Kokje, Eesha and Lermer, Eva and Gaube, Susanne}, title = {Attitudes Toward the Adoption of 2 Artificial Intelligence-Enabled Mental Health Tools Among Prospective Psychotherapists: Cross-sectional Study}, series = {JMIR Human Factors}, volume = {10}, journal = {JMIR Human Factors}, number = {2023,1}, issn = {2292-9495}, doi = {10.2196/46859}, pages = {15}, language = {en} } @unpublished{KochPargentKleineetal., author = {Koch, Timo and Pargent, Florian and Kleine, Anne-Kathrin and Lermer, Eva and Gaube, Susanne}, title = {A Tutorial on Tailored Simulation-Based Power Analysis for Experimental Designs with Generalized Linear Mixed Models}, series = {PsyArXiv Preprints}, journal = {PsyArXiv Preprints}, doi = {10.31234/osf.io/rpjem}, pages = {39}, abstract = {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outlook on the increasing importance of simulation-based power analysis in experimental research.}, language = {en} } @unpublished{KleineKokjeHummelsbergeretal., author = {Kleine, Anne-Kathrin and Kokje, Eesha and Hummelsberger, Pia and Lermer, Eva and Gaube, Susanne}, title = {AI-Enabled Clinical Decision Support Tools for Mental Healthcare: A Product Review}, series = {OSF Preprints}, journal = {OSF Preprints}, doi = {10.31219/osf.io/ez43g}, pages = {37}, language = {en} } @article{GaubeBieblEngelmannetal., author = {Gaube, Susanne and Biebl, Isabell and Engelmann, Magdalena Karin Maria and Kleine, Anne-Kathrin and Lermer, Eva}, title = {Comparing Preferences for Skin Cancer Screening: AI-enabled App vs Dermatologist}, series = {Social Science \& Medicine}, volume = {349}, journal = {Social Science \& Medicine}, number = {2024, Mai}, issn = {0277-9536}, doi = {10.1016/j.socscimed.2024.116871}, pages = {11}, language = {en} } @article{DingelKleineCeciletal., author = {Dingel, Julius and Kleine, Anne-Kathrin and Cecil, Julia and Sigl, Anna Leonie and Lermer, Eva and Gaube, Susanne}, title = {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}, series = {Journal of medical internet research}, volume = {26}, journal = {Journal of medical internet research}, issn = {1438-8871}, doi = {10.2196/57224}, pages = {25}, language = {en} } @unpublished{CecilKleineLermeretal., author = {Cecil, Julia and Kleine, Anne-Kathrin and Lermer, Eva and Gaube, Susanne}, title = {Mental Health Practitioners' Perceptions and Adoption Intentions of AI-enabled Technologies: an International Mixed-Methods Study}, series = {Research Square}, journal = {Research Square}, doi = {10.21203/rs.3.rs-4692251/v1}, pages = {30}, language = {en} } @article{PargentKochKleineetal., author = {Pargent, Florian and Koch, Timo K. and Kleine, Anne-Kathrin and Lermer, Eva and Gaube, Susanne}, title = {A Tutorial on Tailored Simulation-Based Sample-Size Planning for Experimental Designs With Generalized Linear Mixed Models}, series = {Advances in Methods and Practices in Psychological Science}, volume = {7}, journal = {Advances in Methods and Practices in Psychological Science}, number = {2024,4}, issn = {2515-2459}, doi = {10.1177/25152459241287132}, pages = {25}, language = {en} } @unpublished{KokjeLermerKleineetal.2025, author = {Kokje, Eesha and Lermer, Eva and Kleine, Anne-Kathrin and Gaube, Susanne}, title = {AI-augmented Decision-making in Face Matching: Comparing Concurrent and Non-concurrent Advice Presentation}, publisher = {Center for Open Science}, doi = {10.31219/osf.io/fjb59_v1}, year = {2025}, language = {en} } @article{CecilKleineLermeretal.2025, author = {Cecil, Julia and Kleine, Anne-Kathrin and Lermer, Eva and Gaube, Susanne}, title = {Mental Health Practitioners' Perceptions and Adoption Intentions of AI-enabled Technologies: an International Mixed-methods Study}, series = {BMC Health Services Research}, volume = {25}, journal = {BMC Health Services Research}, number = {2025,1}, publisher = {Springer Science and Business Media LLC}, issn = {1472-6963}, doi = {10.1186/s12913-025-12715-8}, year = {2025}, language = {en} } @article{KleineLermerCeciletal., author = {Kleine, Anne-Kathrin and Lermer, Eva and Cecil, Julia and Heinrich, Anna and Gaube, Susanne}, title = {Advancing Mental Health Care with AI-Enabled Precision Psychiatry Tools: A Patent Review}, series = {Computers in Human Behavior Reports}, volume = {12}, journal = {Computers in Human Behavior Reports}, number = {2023, Dezember}, issn = {2451-9588}, doi = {10.1016/j.chbr.2023.100322}, language = {en} } @unpublished{KleineLermerCeciletal., author = {Kleine, Anne-Kathrin and Lermer, Eva and Cecil, Julia and Heinrich, Anna and Gaube, Susanne}, title = {Advancing Mental Health Care with AI-Enabled Precision Psychiatry Tools: A Patent Review}, doi = {10.31234/osf.io/wmr38}, pages = {38}, language = {en} } @incollection{LermerGaubeCeciletal., author = {Lermer, Eva and Gaube, Susanne and Cecil, Julia and Kleine, Anne-Kathrin and Kokje, Eesha and Frey, Dieter and Hudecek, Matthias F. C.}, title = {Patient:innen und KI: Eine Frage der Perspektive bei der Bewertung von KI bei medizinischen Online-Diensten}, series = {K{\"u}nstliche Intelligenz im Healthcare-Sektor}, booktitle = {K{\"u}nstliche Intelligenz im Healthcare-Sektor}, editor = {Klein, Barbara}, publisher = {Frankfurt University of Applied Sciences}, address = {Frankfurt am Main}, doi = {10.48718/1cw9-3c06}, url = {http://nbn-resolving.de/urn:nbn:de:bsz:946-opus4-69080}, pages = {74 -- 76}, subject = {K{\"u}nstliche Intelligenz}, language = {de} } @incollection{CecilKokjeGaubeetal., author = {Cecil, Julia and Kokje, Eesha and Gaube, Susanne and Lermer, Eva and Kleine, Anne-Kathrin}, title = {Einflussfaktoren auf die Nutzung KI-gest{\"u}tzter Technologien in der psychischen Gesundheitsversorgung}, series = {K{\"u}nstliche Intelligenz im Healthcare-Sektor}, booktitle = {K{\"u}nstliche Intelligenz im Healthcare-Sektor}, editor = {Klein, Barbara}, publisher = {Frankfurt University of Applied Sciences}, address = {Frankfurt am Main}, doi = {10.48718/1cw9-3c06}, pages = {83 -- 87}, subject = {K{\"u}nstliche Intelligenz}, language = {de} } @unpublished{KleineRockingerLermeretal., author = {Kleine, Anne-Kathrin and Rockinger, Regina and Lermer, Eva and Fladerer, Martin P. and Shoeir, Mohamed}, title = {Future Work Self Salience: A Meta-Analysis}, publisher = {PsyArXiv Preprints}, pages = {66}, language = {en} } @unpublished{SchaffernakCecilKleineetal., author = {Schaffernak, Insa and Cecil, Julia and Kleine, Anne-Kathrin and Lermer, Eva}, title = {Sociotechnical Influences on the Adoption and Use of AI-enabled Clinical Decision Support Systems in Ophthalmology: a Theory-Based Interview Study}, publisher = {PsyArXiv Preprints}, doi = {10.31234/osf.io/y6jem_v1}, pages = {48}, language = {en} } @article{SchaffernakCecilKleineetal., author = {Schaffernak, Insa and Cecil, Julia and Kleine, Anne-Kathrin and Lermer, Eva}, title = {Sociotechnical Influences on the Adoption and Use of AI-Enabled Clinical Decision Support Systems in Ophthalmology: A Theory-Based Interview Study}, series = {BMC Health Services Research}, volume = {25}, journal = {BMC Health Services Research}, publisher = {Springer Science and Business Media LLC}, issn = {1472-6963}, doi = {10.1186/s12913-025-13620-w}, language = {en} } @article{KleineSchaffernakLermer, author = {Kleine, Anne-Kathrin and Schaffernak, Insa and Lermer, Eva}, title = {Exploring Predictors of AI Chatbot Usage Intensity Among Students: Within- and Between-Person Relationships Based on the Technology Acceptance Model}, series = {Computers in Human Behavior}, journal = {Computers in Human Behavior}, number = {3,2025}, issn = {2949-8821}, doi = {10.1016/j.chbah.2024.100113}, pages = {13}, language = {en} } @unpublished{CecilSchaffernakEvangelouetal., author = {Cecil, Julia and Schaffernak, Insa and Evangelou, Danae and Lermer, Eva and Gaube, Susanne and Kleine, Anne-Kathrin}, title = {Navigating the Complexity of AI Adoption in Psychotherapy by Identifying Key Facilitators and Barriers}, publisher = {Springer Science and Business Media LLC}, doi = {10.21203/rs.3.rs-6546781/v1}, pages = {31}, language = {en} } @article{KleineKokjeHummelsbergeretal., author = {Kleine, Anne-Kathrin and Kokje, Eesha and Hummelsberger, Pia and Lermer, Eva and Schaffernak, Insa and Gaube, Susanne}, title = {AI-Enabled Clinical Decision Support Tools for Mental Healthcare: A Product Review}, series = {Artificial Intelligence in Medicine}, volume = {160}, journal = {Artificial Intelligence in Medicine}, number = {160,2025}, issn = {1873-2860}, doi = {10.1016/j.artmed.2024.103052}, pages = {11}, language = {en} } @article{KokjeLermerKleineetal., author = {Kokje, Eesha and Lermer, Eva and Kleine, Anne-Kathrin and Gaube, Susanne}, title = {AI-Augmented Decision-Making in Face Matching: Comparing Concurrent and Non-Concurrent Advice Presentation}, series = {Cognitive Research: Principles and Implications}, volume = {11}, journal = {Cognitive Research: Principles and Implications}, number = {2026,1}, publisher = {Springer Science and Business Media LLC}, issn = {2365-7464}, doi = {10.1186/s41235-026-00707-z}, language = {en} } @unpublished{DingelKleineCeciletal., author = {Dingel, Julius and Kleine, Anne-Kathrin and Cecil, Julia and Sigl, Anna and Lermer, Eva and Gaube, Susanne}, title = {Predictors of Healthcare Practitioners' Intention to Use AI-Enabled Clinical Decision Support Systems (AI-CDSSs): A Meta-Analysis Based on the Universal Theory of Acceptance and Use of Technology (UTAUT)}, series = {Journal of Medical Internet Research Preprints}, journal = {Journal of Medical Internet Research Preprints}, doi = {10.2196/preprints.57224}, pages = {51}, language = {en} } @article{DingelKleineCeciletal., author = {Dingel, Julius and Kleine, Anne-Kathrin and Cecil, Julia and Sigl, Anna and Lermer, Eva and Gaube, Susanne}, title = {Predictors of Healthcare Practitioners' Intention to Use AI-Enabled Clinical Decision Support Systems (AI-CDSSs): A Meta-Analysis Based on the Universal Theory of Acceptance and Use of Technology (UTAUT)}, series = {Journal of Medical Internet Research}, journal = {Journal of Medical Internet Research}, number = {accepted manuscript, in press}, issn = {1438-8871}, doi = {10.2196/57224}, pages = {56}, language = {en} }