[{"author":[{"last_name":"Krämer","full_name":"Krämer, T.","first_name":"T."},{"first_name":"W.","full_name":"Weiger, W.","last_name":"Weiger"},{"last_name":"Trang","first_name":"S.","full_name":"Trang, S."},{"full_name":"Trenz, M.","first_name":"M.","last_name":"Trenz"}],"publication":"Journal of Product Innovation Management","department":[{"_id":"792"},{"_id":"681"}],"volume":40,"status":"public","date_created":"2023-12-04T13:37:05Z","title":"Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps","user_id":"46138","citation":{"short":"T. Krämer, W. Weiger, S. Trang, M. Trenz, Journal of Product Innovation Management 40 (2023) 154–174.","ieee":"T. Krämer, W. Weiger, S. Trang, and M. Trenz, “Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps,” Journal of Product Innovation Management, vol. 40, pp. 154–174, 2023.","chicago":"Krämer, T., W. Weiger, S. Trang, and M. Trenz. “Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps.” Journal of Product Innovation Management 40 (2023): 154–74.","apa":"Krämer, T., Weiger, W., Trang, S., & Trenz, M. (2023). Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps. Journal of Product Innovation Management, 40, 154–174.","ama":"Krämer T, Weiger W, Trang S, Trenz M. Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps. Journal of Product Innovation Management. 2023;40:154-174.","mla":"Krämer, T., et al. “Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps.” Journal of Product Innovation Management, vol. 40, 2023, pp. 154–74.","bibtex":"@article{Krämer_Weiger_Trang_Trenz_2023, title={Deflected by the Tin Foil Hat? Word-of-Mouth, Conspiracy Beliefs, and the Adoption of Public Health Apps}, volume={40}, journal={Journal of Product Innovation Management}, author={Krämer, T. and Weiger, W. and Trang, S. and Trenz, M.}, year={2023}, pages={154–174} }"},"year":"2023","type":"journal_article","page":"154-174","language":[{"iso":"eng"}],"date_updated":"2023-12-04T14:15:15Z","_id":"49457","intvolume":" 40"},{"date_updated":"2023-12-04T14:15:39Z","_id":"49455","language":[{"iso":"eng"}],"year":"2023","type":"journal_article","citation":{"short":"S. Hengstler, S. Kuehnel, K. Masuch, I. Nastjuk, S. Trang, Computers & Security (2023).","ieee":"S. Hengstler, S. Kuehnel, K. Masuch, I. Nastjuk, and S. Trang, “Should I Really do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior,” Computers & Security, 2023.","apa":"Hengstler, S., Kuehnel, S., Masuch, K., Nastjuk, I., & Trang, S. (2023). Should I Really do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior. Computers & Security.","ama":"Hengstler S, Kuehnel S, Masuch K, Nastjuk I, Trang S. Should I Really do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior. Computers & Security. Published online 2023.","chicago":"Hengstler, S., S. Kuehnel, K. Masuch, I. Nastjuk, and S. Trang. “Should I Really Do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior.” Computers & Security, 2023.","mla":"Hengstler, S., et al. “Should I Really Do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior.” Computers & Security, 2023.","bibtex":"@article{Hengstler_Kuehnel_Masuch_Nastjuk_Trang_2023, title={Should I Really do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior}, journal={Computers & Security}, author={Hengstler, S. and Kuehnel, S. and Masuch, K. and Nastjuk, I. and Trang, S.}, year={2023} }"},"user_id":"46138","title":"Should I Really do That? Using Quantile Regression to Examine the Impact of Sanctions on Information Security Policy Compliance Behavior","date_created":"2023-12-04T13:36:41Z","status":"public","publication":"Computers & Security","department":[{"_id":"792"},{"_id":"681"}],"author":[{"last_name":"Hengstler","first_name":"S.","full_name":"Hengstler, S."},{"first_name":"S.","full_name":"Kuehnel, S.","last_name":"Kuehnel"},{"last_name":"Masuch","first_name":"K.","full_name":"Masuch, K."},{"last_name":"Nastjuk","first_name":"I.","full_name":"Nastjuk, I."},{"last_name":"Trang","full_name":"Trang, S.","first_name":"S."}]},{"type":"journal_article","citation":{"ieee":"J. Kornowicz and K. Thommes, “Aggregating Human Domain Knowledge for Feature Ranking,” Artificial Intelligence in HCI, 2023, doi: 10.1007/978-3-031-35891-3_7.","short":"J. Kornowicz, K. Thommes, Artificial Intelligence in HCI (2023).","bibtex":"@article{Kornowicz_Thommes_2023, title={Aggregating Human Domain Knowledge for Feature Ranking}, DOI={10.1007/978-3-031-35891-3_7}, journal={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2023} }","mla":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-35891-3_7.","chicago":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_7.","apa":"Kornowicz, J., & Thommes, K. (2023). Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_7","ama":"Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7"},"year":"2023","language":[{"iso":"eng"}],"date_updated":"2023-12-05T10:15:37Z","_id":"47953","doi":"10.1007/978-3-031-35891-3_7","department":[{"_id":"184"},{"_id":"178"}],"publication":"Artificial Intelligence in HCI","publisher":"Springer Nature Switzerland","author":[{"id":"44029","last_name":"Kornowicz","full_name":"Kornowicz, Jaroslaw","first_name":"Jaroslaw"},{"id":"72497","last_name":"Thommes","full_name":"Thommes, Kirsten","first_name":"Kirsten"}],"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031358906","9783031358913"]},"date_created":"2023-10-11T08:01:00Z","project":[{"_id":"125","name":"TRR 318 - C2: TRR 318 - Subproject C2"}],"status":"public","title":"Aggregating Human Domain Knowledge for Feature Ranking","user_id":"42933"},{"user_id":"42933","title":"Oh my Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams","status":"public","date_created":"2023-10-11T08:29:37Z","author":[{"first_name":"Jana Kim","full_name":"Gutt, Jana Kim","last_name":"Gutt","id":"32957"},{"full_name":"Mehic, Miro","first_name":"Miro","id":"56915","last_name":"Mehic"},{"last_name":"Thommes","id":"72497","first_name":"Kirsten","full_name":"Thommes, Kirsten"}],"department":[{"_id":"184"},{"_id":"178"}],"publication":"Academy of Management Proceedings","doi":"10.5465/AMPROC.2023.214","date_updated":"2023-12-05T10:14:08Z","_id":"47972","language":[{"iso":"eng"}],"type":"conference","citation":{"ama":"Gutt JK, Mehic M, Thommes K. Oh my Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams. In: Academy of Management Proceedings. ; 2023. doi:10.5465/AMPROC.2023.214","apa":"Gutt, J. K., Mehic, M., & Thommes, K. (2023). Oh my Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams. Academy of Management Proceedings. https://doi.org/10.5465/AMPROC.2023.214","chicago":"Gutt, Jana Kim, Miro Mehic, and Kirsten Thommes. “Oh My Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams.” In Academy of Management Proceedings, 2023. https://doi.org/10.5465/AMPROC.2023.214.","mla":"Gutt, Jana Kim, et al. “Oh My Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams.” Academy of Management Proceedings, 2023, doi:10.5465/AMPROC.2023.214.","bibtex":"@inproceedings{Gutt_Mehic_Thommes_2023, title={Oh my Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams}, DOI={10.5465/AMPROC.2023.214}, booktitle={Academy of Management Proceedings}, author={Gutt, Jana Kim and Mehic, Miro and Thommes, Kirsten}, year={2023} }","short":"J.K. Gutt, M. Mehic, K. Thommes, in: Academy of Management Proceedings, 2023.","ieee":"J. K. Gutt, M. Mehic, and K. Thommes, “Oh my Goodness: Investigating the Goodness of Performance Appraisal Formats Between and Within Teams,” 2023, doi: 10.5465/AMPROC.2023.214."},"year":"2023"},{"publication":"Computers in Human Behavior Reports","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"author":[{"id":"73093","last_name":"Hoppe","full_name":"Hoppe, Julia Amelie","first_name":"Julia Amelie"},{"last_name":"Tuisku","first_name":"Outi","full_name":"Tuisku, Outi"},{"full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie","last_name":"Johansson-Pajala"},{"last_name":"Pekkarinen","first_name":"Satu","full_name":"Pekkarinen, Satu"},{"last_name":"Hennala","full_name":"Hennala, Lea","first_name":"Lea"},{"first_name":"Christine","full_name":"Gustafsson, Christine","last_name":"Gustafsson"},{"last_name":"Melkas","full_name":"Melkas, Helinä","first_name":"Helinä"},{"id":"72497","last_name":"Thommes","full_name":"Thommes, Kirsten","first_name":"Kirsten"}],"publisher":"Elsevier BV","date_created":"2023-05-08T12:29:18Z","status":"public","volume":9,"user_id":"42933","citation":{"short":"J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2023).","ieee":"J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2023, doi: 10.1016/j.chbr.2022.100258.","ama":"Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports. 2023;9. doi:10.1016/j.chbr.2022.100258","apa":"Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2023). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports, 9, Article 100258. https://doi.org/10.1016/j.chbr.2022.100258","chicago":"Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports 9 (2023). https://doi.org/10.1016/j.chbr.2022.100258.","mla":"Hoppe, Julia Amelie, et al. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports, vol. 9, 100258, Elsevier BV, 2023, doi:10.1016/j.chbr.2022.100258.","bibtex":"@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2023, title={When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty}, volume={9}, DOI={10.1016/j.chbr.2022.100258}, number={100258}, journal={Computers in Human Behavior Reports}, publisher={Elsevier BV}, author={Hoppe, Julia Amelie and Tuisku, Outi and Johansson-Pajala, Rose-Marie and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä and Thommes, Kirsten}, year={2023} }"},"year":"2023","type":"journal_article","intvolume":" 9","_id":"44639","article_number":"100258","department":[{"_id":"178"},{"_id":"184"}],"project":[{"name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","grant_number":"16SV7954","_id":"46"}],"publication_identifier":{"issn":["2451-9588"]},"publication_status":"published","title":"When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty","language":[{"iso":"eng"}],"date_updated":"2023-12-06T09:16:42Z","doi":"10.1016/j.chbr.2022.100258"},{"title":"Die Doppelwirkung von Information für klimafreundliches Handeln","user_id":"98922","abstract":[{"text":"Informationen sind für eine erfolgreiche Klimapolitik in doppelter Hinsicht wichtig: Sie werden benötigt, wenn Potenziale zur Vermeidung von Emissionen identifiziert und klimapolitische Instrumente ausgewählt werden. Und sie sind zentral, damit Bürger/innen selbst Entscheidungen im Sinne des Klimaschutzes treffen können.","lang":"eng"}],"publication_status":"published","publication_identifier":{"issn":["1430-8800"]},"status":"public","date_created":"2023-09-15T11:42:23Z","publisher":"Ökologisches Wirtschaften 38(1)","author":[{"first_name":"Marc","full_name":"Frick, Marc","last_name":"Frick"},{"first_name":"Dario","full_name":"Foese, Dario","last_name":"Foese"},{"last_name":"Von Graevenitz","first_name":"Kathrine","full_name":"Von Graevenitz, Kathrine"},{"full_name":"Kesternich, Martin","first_name":"Martin","id":"98922","last_name":"Kesternich"},{"full_name":"Wagner, Ulrich","first_name":"Ulrich","last_name":"Wagner"}],"department":[{"_id":"791"},{"_id":"681"}],"keyword":["General Medicine"],"doi":"10.14512/oew380144","date_updated":"2023-12-06T13:05:08Z","_id":"47078","type":"working_paper","citation":{"short":"M. Frick, D. Foese, K. Von Graevenitz, M. Kesternich, U. Wagner, Die Doppelwirkung von Information Für Klimafreundliches Handeln, Ökologisches Wirtschaften 38(1), 2023.","ieee":"M. Frick, D. Foese, K. Von Graevenitz, M. Kesternich, and U. Wagner, Die Doppelwirkung von Information für klimafreundliches Handeln. Ökologisches Wirtschaften 38(1), 2023, pp. 44–50.","ama":"Frick M, Foese D, Von Graevenitz K, Kesternich M, Wagner U. Die Doppelwirkung von Information Für Klimafreundliches Handeln. Ökologisches Wirtschaften 38(1); 2023:44-50. doi:10.14512/oew380144","apa":"Frick, M., Foese, D., Von Graevenitz, K., Kesternich, M., & Wagner, U. (2023). Die Doppelwirkung von Information für klimafreundliches Handeln (pp. 44–50). Ökologisches Wirtschaften 38(1). https://doi.org/10.14512/oew380144","chicago":"Frick, Marc, Dario Foese, Kathrine Von Graevenitz, Martin Kesternich, and Ulrich Wagner. Die Doppelwirkung von Information Für Klimafreundliches Handeln. Ökologisches Wirtschaften 38(1), 2023. https://doi.org/10.14512/oew380144.","mla":"Frick, Marc, et al. Die Doppelwirkung von Information Für Klimafreundliches Handeln. Ökologisches Wirtschaften 38(1), 2023, pp. 44–50, doi:10.14512/oew380144.","bibtex":"@book{Frick_Foese_Von Graevenitz_Kesternich_Wagner_2023, title={Die Doppelwirkung von Information für klimafreundliches Handeln}, DOI={10.14512/oew380144}, publisher={Ökologisches Wirtschaften 38(1)}, author={Frick, Marc and Foese, Dario and Von Graevenitz, Kathrine and Kesternich, Martin and Wagner, Ulrich}, year={2023}, pages={44–50} }"},"year":"2023","page":"44-50","language":[{"iso":"eng"}]},{"department":[{"_id":"186"},{"_id":"815"},{"_id":"681"}],"publication_identifier":{"issn":["1086-0266","1552-7417"]},"publication_status":"published","title":"Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated","language":[{"iso":"eng"}],"date_updated":"2023-12-06T14:50:17Z","doi":"10.1177/10860266231151653","publisher":"SAGE Publications","author":[{"full_name":"Hahn, Rüdiger","first_name":"Rüdiger","last_name":"Hahn"},{"full_name":"Reimsbach, Daniel","first_name":"Daniel","id":"100169","last_name":"Reimsbach"},{"last_name":"Wickert","first_name":"Christopher","full_name":"Wickert, Christopher"}],"publication":"Organization & Environment","keyword":["Organizational Behavior and Human Resource Management","General Environmental Science"],"volume":36,"status":"public","date_created":"2023-10-10T10:03:43Z","abstract":[{"text":" The relationship between nonfinancial reporting and real sustainable change within and beyond organizations is fraught with complication. Furthermore, all facets of the relationship have not been examined equally. The contributions of this special issue made substantive progress in this regard and draw our focus to several remaining complications—in particular, the societal impacts of nonfinancial reporting. With this introduction, we seek to move the conversation forward by proposing a framework that disentangles the linkages between nonfinancial reporting and real sustainable change at multiple levels of analysis. We highlight the distinction between sustainability-related outputs and outcomes that typically materialize at the firm level, and eventually lead to sustainable impact at the societal level. Future research should advance this distinction and scrutinize the impact of real sustainable change beyond firm-level outputs, study the organizational change processes from antecedents to impacts, and examine the interrelationships between different instruments to foster real sustainable change. ","lang":"eng"}],"user_id":"46138","citation":{"apa":"Hahn, R., Reimsbach, D., & Wickert, C. (2023). Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated. Organization & Environment, 36(1), 3–16. https://doi.org/10.1177/10860266231151653","ama":"Hahn R, Reimsbach D, Wickert C. Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated. Organization & Environment. 2023;36(1):3-16. doi:10.1177/10860266231151653","chicago":"Hahn, Rüdiger, Daniel Reimsbach, and Christopher Wickert. “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated.” Organization & Environment 36, no. 1 (2023): 3–16. https://doi.org/10.1177/10860266231151653.","bibtex":"@article{Hahn_Reimsbach_Wickert_2023, title={Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated}, volume={36}, DOI={10.1177/10860266231151653}, number={1}, journal={Organization & Environment}, publisher={SAGE Publications}, author={Hahn, Rüdiger and Reimsbach, Daniel and Wickert, Christopher}, year={2023}, pages={3–16} }","mla":"Hahn, Rüdiger, et al. “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated.” Organization & Environment, vol. 36, no. 1, SAGE Publications, 2023, pp. 3–16, doi:10.1177/10860266231151653.","short":"R. Hahn, D. Reimsbach, C. Wickert, Organization & Environment 36 (2023) 3–16.","ieee":"R. Hahn, D. Reimsbach, and C. Wickert, “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated,” Organization & Environment, vol. 36, no. 1, pp. 3–16, 2023, doi: 10.1177/10860266231151653."},"type":"journal_article","year":"2023","page":"3-16","intvolume":" 36","_id":"47921","issue":"1"},{"issue":"5/6","_id":"47922","intvolume":" 97","year":"2023","type":"journal_article","citation":{"short":"K. De Meyst, T. Niederkofler, D. Reimsbach, Maandblad Voor Accountancy En Bedrijfseconomie 97 (2023) 153–155.","ieee":"K. De Meyst, T. Niederkofler, and D. Reimsbach, “DARC 2023 at Radboud University: Societal challenges in accounting research and education,” Maandblad voor Accountancy en Bedrijfseconomie, vol. 97, no. 5/6, pp. 153–155, 2023, doi: 10.5117/mab.97.107215.","apa":"De Meyst, K., Niederkofler, T., & Reimsbach, D. (2023). DARC 2023 at Radboud University: Societal challenges in accounting research and education. Maandblad Voor Accountancy En Bedrijfseconomie, 97(5/6), 153–155. https://doi.org/10.5117/mab.97.107215","ama":"De Meyst K, Niederkofler T, Reimsbach D. DARC 2023 at Radboud University: Societal challenges in accounting research and education. Maandblad voor Accountancy en Bedrijfseconomie. 2023;97(5/6):153-155. doi:10.5117/mab.97.107215","chicago":"De Meyst, Karen, Thomas Niederkofler, and Daniel Reimsbach. “DARC 2023 at Radboud University: Societal Challenges in Accounting Research and Education.” Maandblad Voor Accountancy En Bedrijfseconomie 97, no. 5/6 (2023): 153–55. https://doi.org/10.5117/mab.97.107215.","mla":"De Meyst, Karen, et al. “DARC 2023 at Radboud University: Societal Challenges in Accounting Research and Education.” Maandblad Voor Accountancy En Bedrijfseconomie, vol. 97, no. 5/6, Amsterdam University Press, 2023, pp. 153–55, doi:10.5117/mab.97.107215.","bibtex":"@article{De Meyst_Niederkofler_Reimsbach_2023, title={DARC 2023 at Radboud University: Societal challenges in accounting research and education}, volume={97}, DOI={10.5117/mab.97.107215}, number={5/6}, journal={Maandblad voor Accountancy en Bedrijfseconomie}, publisher={Amsterdam University Press}, author={De Meyst, Karen and Niederkofler, Thomas and Reimsbach, Daniel}, year={2023}, pages={153–155} }"},"page":"153-155","user_id":"46138","abstract":[{"lang":"eng","text":"This year, the 7th edition of the Dutch Accounting Research Conference (DARC) was hosted by the Nijmegen School of Management at Radboud University on Thursday, March 23. In total, over 75 accounting researchers from various Dutch universities were welcomed by Frank Hartmann, chair of the accounting group and head of the Business Economics department. During the day, four keynote speakers presented their research and in a panel discussion, the current state of accounting education was debated. In the evening, participants gathered to network over dinner. This article presents a discussion of the theme of the conference, an outline of the research papers and projects presented during the conference, and a summary of the panel discussion on Accounting Education."}],"volume":97,"status":"public","date_created":"2023-10-10T10:04:17Z","author":[{"last_name":"De Meyst","first_name":"Karen","full_name":"De Meyst, Karen"},{"first_name":"Thomas","full_name":"Niederkofler, Thomas","last_name":"Niederkofler"},{"full_name":"Reimsbach, Daniel","first_name":"Daniel","id":"100169","last_name":"Reimsbach"}],"publisher":"Amsterdam University Press","publication":"Maandblad voor Accountancy en Bedrijfseconomie","keyword":["General Arts and Humanities"],"doi":"10.5117/mab.97.107215","date_updated":"2023-12-06T14:49:56Z","language":[{"iso":"eng"}],"title":"DARC 2023 at Radboud University: Societal challenges in accounting research and education","publication_identifier":{"issn":["2543-1684","0924-6304"]},"publication_status":"published","department":[{"_id":"186"},{"_id":"815"},{"_id":"681"}]},{"user_id":"74000","title":"2022 Global MNC Tax Complexity Survey","publisher":"TRR 266 Accounting for Transparency","author":[{"last_name":"Harst","full_name":"Harst, Simon","first_name":"Simon"},{"first_name":"Deborah ","full_name":"Schanz, Deborah ","last_name":"Schanz"},{"last_name":"Siegel","full_name":"Siegel, Felix","first_name":"Felix"},{"orcid":" 0000-0002-8183-5901","full_name":"Sureth-Sloane, Caren","first_name":"Caren","id":"530","last_name":"Sureth-Sloane"}],"department":[{"_id":"187"}],"status":"public","date_created":"2023-12-07T14:00:27Z","date_updated":"2023-12-07T14:00:33Z","_id":"49549","doi":"10.52569/VKAO7696","language":[{"iso":"eng"}],"type":"report","citation":{"short":"S. Harst, D. Schanz, F. Siegel, C. Sureth-Sloane, 2022 Global MNC Tax Complexity Survey, TRR 266 Accounting for Transparency, 2023.","ieee":"S. Harst, D. Schanz, F. Siegel, and C. Sureth-Sloane, 2022 Global MNC Tax Complexity Survey. TRR 266 Accounting for Transparency, 2023.","chicago":"Harst, Simon, Deborah Schanz, Felix Siegel, and Caren Sureth-Sloane. 2022 Global MNC Tax Complexity Survey. TRR 266 Accounting for Transparency, 2023. https://doi.org/10.52569/VKAO7696.","apa":"Harst, S., Schanz, D., Siegel, F., & Sureth-Sloane, C. (2023). 2022 Global MNC Tax Complexity Survey. TRR 266 Accounting for Transparency. https://doi.org/10.52569/VKAO7696","ama":"Harst S, Schanz D, Siegel F, Sureth-Sloane C. 2022 Global MNC Tax Complexity Survey. TRR 266 Accounting for Transparency; 2023. doi:10.52569/VKAO7696","mla":"Harst, Simon, et al. 2022 Global MNC Tax Complexity Survey. TRR 266 Accounting for Transparency, 2023, doi:10.52569/VKAO7696.","bibtex":"@book{Harst_Schanz_Siegel_Sureth-Sloane_2023, title={2022 Global MNC Tax Complexity Survey}, DOI={10.52569/VKAO7696}, publisher={TRR 266 Accounting for Transparency}, author={Harst, Simon and Schanz, Deborah and Siegel, Felix and Sureth-Sloane, Caren}, year={2023} }"},"year":"2023"},{"user_id":"74000","title":"Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids","department":[{"_id":"187"}],"author":[{"full_name":"Giese, Henning","first_name":"Henning","id":"92812","last_name":"Giese"},{"full_name":"Holtmann, Svea","first_name":"Svea","last_name":"Holtmann"}],"date_created":"2023-07-13T11:41:54Z","status":"public","volume":118,"date_updated":"2023-12-19T13:10:23Z","_id":"46044","intvolume":" 118","doi":"10.2139/ssrn.4394968","series_title":"TRR 266 Working Paper Series","language":[{"iso":"eng"}],"year":"2023","type":"working_paper","citation":{"short":"H. Giese, S. Holtmann, Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids, 2023.","ieee":"H. Giese and S. Holtmann, Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids, vol. 118. 2023.","chicago":"Giese, Henning, and Svea Holtmann. Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids. Vol. 118. TRR 266 Working Paper Series, 2023. https://doi.org/10.2139/ssrn.4394968.","ama":"Giese H, Holtmann S. Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids. Vol 118.; 2023. doi:10.2139/ssrn.4394968","apa":"Giese, H., & Holtmann, S. (2023). Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids (Vol. 118). https://doi.org/10.2139/ssrn.4394968","bibtex":"@book{Giese_Holtmann_2023, series={TRR 266 Working Paper Series}, title={Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids}, volume={118}, DOI={10.2139/ssrn.4394968}, author={Giese, Henning and Holtmann, Svea}, year={2023}, collection={TRR 266 Working Paper Series} }","mla":"Giese, Henning, and Svea Holtmann. Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids. 2023, doi:10.2139/ssrn.4394968."}},{"user_id":"74000","title":"Tax Complexity, Tax Department Structure, and Tax Risk","department":[{"_id":"187"}],"author":[{"full_name":"Giese, Henning","first_name":"Henning","id":"92812","last_name":"Giese"},{"last_name":"Koch","first_name":"Reinald","full_name":"Koch, Reinald"},{"full_name":"Sureth-Sloane, Caren","orcid":" 0000-0002-8183-5901","first_name":"Caren","id":"530","last_name":"Sureth-Sloane"}],"date_created":"2023-12-19T13:22:08Z","status":"public","_id":"49873","date_updated":"2023-12-19T13:22:13Z","language":[{"iso":"eng"}],"year":"2023","citation":{"ieee":"H. Giese, R. Koch, and C. Sureth-Sloane, Tax Complexity, Tax Department Structure, and Tax Risk. 2023.","short":"H. Giese, R. Koch, C. Sureth-Sloane, Tax Complexity, Tax Department Structure, and Tax Risk, 2023.","mla":"Giese, Henning, et al. Tax Complexity, Tax Department Structure, and Tax Risk. 2023.","bibtex":"@book{Giese_Koch_Sureth-Sloane_2023, title={Tax Complexity, Tax Department Structure, and Tax Risk}, author={Giese, Henning and Koch, Reinald and Sureth-Sloane, Caren}, year={2023} }","chicago":"Giese, Henning, Reinald Koch, and Caren Sureth-Sloane. Tax Complexity, Tax Department Structure, and Tax Risk, 2023.","ama":"Giese H, Koch R, Sureth-Sloane C. Tax Complexity, Tax Department Structure, and Tax Risk.; 2023.","apa":"Giese, H., Koch, R., & Sureth-Sloane, C. (2023). Tax Complexity, Tax Department Structure, and Tax Risk."},"type":"working_paper"},{"doi":"10.1007/s10754-023-09352-1","date_updated":"2023-12-21T12:34:58Z","_id":"44591","year":"2023","citation":{"bibtex":"@article{Fritz_Gries_Redlin_2023, title={The effectiveness of vaccination, testing, and lockdown strategies against COVID-19}, DOI={10.1007/s10754-023-09352-1}, journal={International Journal of Health Economics and Management}, publisher={Springer Science and Business Media LLC}, author={Fritz, Marlon and Gries, Thomas and Redlin, Margarete}, year={2023} }","mla":"Fritz, Marlon, et al. “The Effectiveness of Vaccination, Testing, and Lockdown Strategies against COVID-19.” International Journal of Health Economics and Management, Springer Science and Business Media LLC, 2023, doi:10.1007/s10754-023-09352-1.","chicago":"Fritz, Marlon, Thomas Gries, and Margarete Redlin. “The Effectiveness of Vaccination, Testing, and Lockdown Strategies against COVID-19.” International Journal of Health Economics and Management, 2023. https://doi.org/10.1007/s10754-023-09352-1.","ama":"Fritz M, Gries T, Redlin M. The effectiveness of vaccination, testing, and lockdown strategies against COVID-19. International Journal of Health Economics and Management. Published online 2023. doi:10.1007/s10754-023-09352-1","apa":"Fritz, M., Gries, T., & Redlin, M. (2023). The effectiveness of vaccination, testing, and lockdown strategies against COVID-19. International Journal of Health Economics and Management. https://doi.org/10.1007/s10754-023-09352-1","ieee":"M. Fritz, T. Gries, and M. Redlin, “The effectiveness of vaccination, testing, and lockdown strategies against COVID-19,” International Journal of Health Economics and Management, 2023, doi: 10.1007/s10754-023-09352-1.","short":"M. Fritz, T. Gries, M. Redlin, International Journal of Health Economics and Management (2023)."},"type":"journal_article","language":[{"iso":"eng"}],"title":"The effectiveness of vaccination, testing, and lockdown strategies against COVID-19","user_id":"186","abstract":[{"text":"AbstractThe ability of various policy activities to reduce the reproduction rate of the COVID-19 disease is widely discussed. Using a stringency index that comprises a variety of lockdown levels, such as school and workplace closures, we analyze the effectiveness of government restrictions. At the same time, we investigate the capacity of a range of lockdown measures to lower the reproduction rate by considering vaccination rates and testing strategies. By including all three components in an SIR (Susceptible, Infected, Recovery) model, we show that a general and comprehensive test strategy is instrumental in reducing the spread of COVID-19. The empirical study demonstrates that testing and isolation represent a highly effective and preferable approach towards overcoming the pandemic, in particular until vaccination rates have risen to the point of herd immunity.","lang":"eng"}],"publication_identifier":{"issn":["2199-9023","2199-9031"]},"publication_status":"published","status":"public","date_created":"2023-05-07T15:29:12Z","publisher":"Springer Science and Business Media LLC","author":[{"last_name":"Fritz","first_name":"Marlon","full_name":"Fritz, Marlon"},{"last_name":"Gries","first_name":"Thomas","full_name":"Gries, Thomas"},{"last_name":"Redlin","full_name":"Redlin, Margarete","first_name":"Margarete"}],"department":[{"_id":"200"},{"_id":"202"}],"publication":"International Journal of Health Economics and Management","keyword":["Health Policy","Economics","Econometrics and Finance (miscellaneous)"]},{"conference":{"name":"Trilaterales Doktorand:innenseminar ","start_date":"2023-10-26","location":"Universität zu Köln","end_date":"2023-10-27"},"_id":"50283","date_updated":"2024-01-08T08:41:02Z","language":[{"iso":"ger"}],"type":"conference","citation":{"mla":"Daniel-Söltenfuß, Desiree. „Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen. 2023.","bibtex":"@inproceedings{Daniel-Söltenfuß_2023, title={„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen}, author={Daniel-Söltenfuß, Desiree}, year={2023} }","chicago":"Daniel-Söltenfuß, Desiree. “„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen,” 2023.","apa":"Daniel-Söltenfuß, D. (2023). „Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen. Trilaterales Doktorand:innenseminar , Universität zu Köln.","ama":"Daniel-Söltenfuß D. „Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen. In: ; 2023.","ieee":"D. Daniel-Söltenfuß, “„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen,” presented at the Trilaterales Doktorand:innenseminar , Universität zu Köln, 2023.","short":"D. Daniel-Söltenfuß, in: 2023."},"year":"2023","user_id":"10186","title":"„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen","date_created":"2024-01-08T08:40:39Z","status":"public","alternative_title":["Vortrag auf dem Trilateralen Doktorand:innenseminar"],"department":[{"_id":"208"}],"author":[{"first_name":"Desiree","full_name":"Daniel-Söltenfuß, Desiree","last_name":"Daniel-Söltenfuß","id":"10186"}]},{"_id":"50281","date_updated":"2024-01-08T08:41:08Z","conference":{"location":"Universität Bamberg","start_date":"2023-03-21","name":"Hochschultage Berufliche Bildung","end_date":"2023-03-22"},"type":"conference","year":"2023","citation":{"chicago":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. “Zum Verständnis von Innovation Und Transfer in Einer Vernetzten Berufsbildungspraxis. Ergebnisse Einer Übergreifenden Interviewstudie,” 2023.","apa":"Daniel-Söltenfuß, D., & Kückmann, M.-A. (2023). Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie. Hochschultage Berufliche Bildung, Universität Bamberg.","ama":"Daniel-Söltenfuß D, Kückmann M-A. Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie. In: ; 2023.","mla":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. Zum Verständnis von Innovation Und Transfer in Einer Vernetzten Berufsbildungspraxis. Ergebnisse Einer Übergreifenden Interviewstudie. 2023.","bibtex":"@inproceedings{Daniel-Söltenfuß_Kückmann_2023, title={Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie}, author={Daniel-Söltenfuß, Desiree and Kückmann, Marie-Ann}, year={2023} }","short":"D. Daniel-Söltenfuß, M.-A. Kückmann, in: 2023.","ieee":"D. Daniel-Söltenfuß and M.-A. Kückmann, “Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie,” presented at the Hochschultage Berufliche Bildung, Universität Bamberg, 2023."},"language":[{"iso":"eng"}],"title":"Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie","user_id":"10186","author":[{"first_name":"Desiree","full_name":"Daniel-Söltenfuß, Desiree","last_name":"Daniel-Söltenfuß","id":"10186"},{"full_name":"Kückmann, Marie-Ann","first_name":"Marie-Ann","id":"25394","last_name":"Kückmann"}],"department":[{"_id":"208"}],"alternative_title":["Vortrag im Rahmen der Hochschultage Berufliche Bildung"],"status":"public","date_created":"2024-01-08T08:31:54Z"},{"date_created":"2024-01-08T08:36:09Z","status":"public","alternative_title":["Vortrag im Rahmen der Jahrestagung der Sektion BWP"],"department":[{"_id":"208"}],"author":[{"id":"10186","last_name":"Daniel-Söltenfuß","full_name":"Daniel-Söltenfuß, Desiree","first_name":"Desiree"},{"id":"25394","last_name":"Kückmann","full_name":"Kückmann, Marie-Ann","first_name":"Marie-Ann"}],"user_id":"10186","title":"„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB","language":[{"iso":"ger"}],"citation":{"chicago":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. “„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB,” 2023.","apa":"Daniel-Söltenfuß, D., & Kückmann, M.-A. (2023). „Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB. Jahrestagung der Sektion BWP, Europa-Universität Flensburg.","ama":"Daniel-Söltenfuß D, Kückmann M-A. „Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB. In: ; 2023.","mla":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. „Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB. 2023.","bibtex":"@inproceedings{Daniel-Söltenfuß_Kückmann_2023, title={„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB}, author={Daniel-Söltenfuß, Desiree and Kückmann, Marie-Ann}, year={2023} }","short":"D. Daniel-Söltenfuß, M.-A. Kückmann, in: 2023.","ieee":"D. Daniel-Söltenfuß and M.-A. Kückmann, “„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB,” presented at the Jahrestagung der Sektion BWP, Europa-Universität Flensburg, 2023."},"year":"2023","type":"conference","conference":{"location":"Europa-Universität Flensburg","name":"Jahrestagung der Sektion BWP","start_date":"2023-09-05","end_date":"2023-09-07"},"_id":"50282","date_updated":"2024-01-08T08:41:05Z"},{"status":"public","date_created":"2023-01-18T10:53:51Z","author":[{"orcid":"0000-0001-9004-2391","full_name":"Leffrang, Dirk","first_name":"Dirk","id":"51271","last_name":"Leffrang"},{"last_name":"Bösch","first_name":"Kevin","full_name":"Bösch, Kevin"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"}],"department":[{"_id":"196"}],"keyword":["Algorithm aversion","Time series","Decision making","Advice taking","Forecasting"],"publication":"Hawaii International Conference on System Sciences","user_id":"51271","title":"Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time","abstract":[{"lang":"eng","text":"Optimal decision making requires appropriate evaluation of advice. Recent literature reports that algorithm aversion reduces the effectiveness of predictive algorithms. However, it remains unclear how people recover from bad advice given by an otherwise good advisor. Previous work has focused on algorithm aversion at a single time point. We extend this work by examining successive decisions in a time series forecasting task using an online between-subjects experiment (N = 87). Our empirical results do not confirm algorithm aversion immediately after bad advice. The estimated effect suggests an increasing algorithm appreciation over time. Our work extends the current knowledge on algorithm aversion with insights into how weight on advice is adjusted over consecutive tasks. Since most forecasting tasks are not one-off decisions, this also has implications for practitioners."}],"language":[{"iso":"eng"}],"citation":{"chicago":"Leffrang, Dirk, Kevin Bösch, and Oliver Müller. “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.” In Hawaii International Conference on System Sciences, 2023.","apa":"Leffrang, D., Bösch, K., & Müller, O. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.","ama":"Leffrang D, Bösch K, Müller O. Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. In: Hawaii International Conference on System Sciences. ; 2023.","bibtex":"@inproceedings{Leffrang_Bösch_Müller_2023, title={Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time}, booktitle={Hawaii International Conference on System Sciences}, author={Leffrang, Dirk and Bösch, Kevin and Müller, Oliver}, year={2023} }","mla":"Leffrang, Dirk, et al. “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.” Hawaii International Conference on System Sciences, 2023.","short":"D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.","ieee":"D. Leffrang, K. Bösch, and O. Müller, “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time,” presented at the Hawaii International Conference on System Sciences, 2023."},"type":"conference","year":"2023","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/items/62b58ddc-895c-48c3-8194-522a1758a26f","open_access":"1"}],"oa":"1","_id":"37312","date_updated":"2024-01-10T09:52:59Z","conference":{"name":"Hawaii International Conference on System Sciences"}},{"main_file_link":[{"url":"https://aisel.aisnet.org/icis2023/aiinbus/aiinbus/10"}],"type":"conference","citation":{"ama":"Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.","apa":"Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.","chicago":"Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” In International Conference on Information Systems, 2023.","bibtex":"@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }","mla":"Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” International Conference on Information Systems, no. 10, 2023.","short":"D. Leffrang, in: International Conference on Information Systems, 2023.","ieee":"D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in International Conference on Information Systems, Hyderabad, India, 2023, no. 10."},"year":"2023","language":[{"iso":"eng"}],"conference":{"name":"International Conference on Information Systems (ICIS)","location":"Hyderabad, India"},"date_updated":"2024-01-10T09:53:41Z","_id":"50121","issue":"10","keyword":["Artificial Intelligence","Algorithm Appreciation","Framing","Advice-taking","Expertise"],"publication":"International Conference on Information Systems","department":[{"_id":"196"}],"author":[{"last_name":"Leffrang","id":"51271","first_name":"Dirk","full_name":"Leffrang, Dirk","orcid":"0000-0001-9004-2391"}],"date_created":"2024-01-03T09:54:00Z","status":"public","abstract":[{"lang":"eng","text":"Many researchers and practitioners see artificial intelligence as a game changer compared to classical statistical models. However, some software providers engage in “AI washing”, relabeling solutions that use simple statistical models as AI systems. By contrast, research on algorithm aversion unsystematically varied the labels for advisors and treated labels such as \"artificial intelligence\" and \"statistical model\" synonymously. This study investigates the effect of individual labels on users' actual advice utilization behavior. Through two incentivized online within-subjects experiments on regression tasks, we find that labeling human advisors with labels that suggest higher expertise leads to an increase in advice-taking, even though the content of the advice remains the same. In contrast, our results do not suggest such an expert effect for advice-taking from algorithms, despite differences in self-reported perception. These findings challenge the effectiveness of framing intelligent systems as AI-based systems and have important implications for both research and practice."}],"title":"AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization","user_id":"51271"},{"language":[{"iso":"eng"}],"year":"2023","type":"conference","citation":{"short":"D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.","ieee":"D. Leffrang, “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization,” in Wirtschaftsinformatik Conference, Paderborn, 2023, no. 19.","apa":"Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.","ama":"Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: Wirtschaftsinformatik Conference. ; 2023.","chicago":"Leffrang, Dirk. “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization.” In Wirtschaftsinformatik Conference, 2023.","mla":"Leffrang, Dirk. “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization.” Wirtschaftsinformatik Conference, no. 19, 2023.","bibtex":"@inproceedings{Leffrang_2023, title={The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization}, number={19}, booktitle={Wirtschaftsinformatik Conference}, author={Leffrang, Dirk}, year={2023} }"},"main_file_link":[{"url":"https://aisel.aisnet.org/wi2023/19 "}],"issue":"19","conference":{"location":"Paderborn","name":"Wirtschaftsinformatik"},"_id":"50118","date_updated":"2024-01-10T09:53:24Z","date_created":"2024-01-03T09:50:06Z","status":"public","department":[{"_id":"196"}],"keyword":["Algorithm aversion","Data","Decision-making","Advice-taking","Human-Computer Interaction"],"publication":"Wirtschaftsinformatik Conference","author":[{"first_name":"Dirk","full_name":"Leffrang, Dirk","orcid":"0000-0001-9004-2391","last_name":"Leffrang","id":"51271"}],"user_id":"51271","title":"The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization","abstract":[{"lang":"eng","text":"Despite the widespread use of machine learning algorithms, their effectiveness is limited by a phenomenon known as algorithm aversion. Recent research concluded that unobserved variables can cause algorithm aversion. However, the impact of an unobserved variable on algorithm aversion remains unclear. Previous studies focused on situations where humans had more variables available than algorithms. We extend this research by conducting an online experiment with 94 participants, systematically varying the number of observable variables to the advisor and the advisor type. Surprisingly, our results did not confirm that an unobserved variable had a negative effect on advice-taking. Instead, we found a positive impact in an algorithm appreciation scenario. This study provides new insights into the paradoxical behavior in which people weigh advice more despite having fewer variables, as they correct for the advisor's errors. Practitioners should consider this behavior when designing algorithms and account for user correction behavior."}]},{"date_created":"2024-01-10T14:20:12Z","status":"public","department":[{"_id":"195"},{"_id":"196"}],"publication":"Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems","author":[{"id":"87673","last_name":"Halimeh","full_name":"Halimeh, Haya","first_name":"Haya"},{"last_name":"Freese","full_name":"Freese, Florian","first_name":"Florian"},{"full_name":"Müller, Oliver","first_name":"Oliver","id":"72849","last_name":"Müller"}],"title":"Event Recommendations through the Lens of Vision and Language Foundation Models","user_id":"87673","abstract":[{"lang":"eng","text":"Recommender systems now span the entire customer journey. Amid the multitude of diversified experi- ences, immersing in cultural events has become a key aspect of tourism. Cultural events, however, suffer from fleeting lifecycles, evade exact replication, and invariably lie in the future. In addition, their low standardization makes harnessing historical data regarding event content or past patron evaluations intricate. The distinctive traits of events thereby compound the challenge of the cold-start dilemma in event recommenders. Content-based recommendations stand as a viable avenue to alleviate this issue, functioning even in scenarios where item-user information is scarce. Still, the effectiveness of content- based recommendations often hinges on the quality of the data representation they build upon. In this study, we explore an array of cutting-edge uni- and multimodal vision and language foundation models (VL-FMs) for this purpose. Next, we derive content-based recommendations through a straightforward clustering approach that groups akin events together, and evaluate the efficacy of the models through a series of online user experiments across three dimensions: similarity-based evaluation, comparison-based evaluation, and clustering assignment evaluation. Our experiments generated four major findings. First, we found that all VL-FMs consistently outperformed a naive baseline of recommending randomly drawn events. Second, unimodal text-based embeddings were surprisingly on par or in some cases even superior to multimodal embeddings. Third, multimodal embeddings yielded arguably more fine-grained and diverse clusters in comparison to their unimodal counterparts. Finally, we could confirm that cross event interest is indeed reliant on the perceived similarity of events, resonating with the notion of similarity in content-based recommendations. All in all, we believe that leveraging the potential of contemporary FMs for content-based event recommendations would help address the cold-start problem and propel this field of research forward in new and exciting ways."}],"type":"conference","citation":{"ieee":"H. Halimeh, F. Freese, and O. Müller, “Event Recommendations through the Lens of Vision and Language Foundation Models,” presented at the Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems, 2023.","short":"H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.","mla":"Halimeh, Haya, et al. “Event Recommendations through the Lens of Vision and Language Foundation Models.” Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.","bibtex":"@inproceedings{Halimeh_Freese_Müller_2023, title={Event Recommendations through the Lens of Vision and Language Foundation Models}, booktitle={Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2023} }","chicago":"Halimeh, Haya, Florian Freese, and Oliver Müller. “Event Recommendations through the Lens of Vision and Language Foundation Models.” In Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.","ama":"Halimeh H, Freese F, Müller O. Event Recommendations through the Lens of Vision and Language Foundation Models. In: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. ; 2023.","apa":"Halimeh, H., Freese, F., & Müller, O. (2023). Event Recommendations through the Lens of Vision and Language Foundation Models. Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems."},"year":"2023","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://scholar.google.com/citations?view_op=view_citation&hl=en&user=zBlrdP4AAAAJ&citation_for_view=zBlrdP4AAAAJ:UeHWp8X0CEIC"}],"oa":"1","conference":{"end_date":"2023-09-22","name":"Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems","start_date":"2023-09-18"},"date_updated":"2024-01-10T16:10:04Z","_id":"50431"},{"date_updated":"2024-01-10T15:16:37Z","_id":"45270","conference":{"name":"Hawaii International Conference on System Sciences","start_date":"2023-01-03","end_date":"2023-01-06"},"oa":"1","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/items/2ddab486-5d2f-4302-8de3-a8b24017da3d","open_access":"1"}],"citation":{"mla":"Halimeh, Haya, et al. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” Hawaii International Conference on System Sciences, 2023.","bibtex":"@inproceedings{Halimeh_Caron_Müller_2023, title={Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features}, booktitle={Hawaii International Conference on System Sciences}, author={Halimeh, Haya and Caron, Matthew and Müller, Oliver}, year={2023} }","chicago":"Halimeh, Haya, Matthew Caron, and Oliver Müller. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” In Hawaii International Conference on System Sciences, 2023.","apa":"Halimeh, H., Caron, M., & Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.","ama":"Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: Hawaii International Conference on System Sciences. ; 2023.","ieee":"H. Halimeh, M. Caron, and O. Müller, “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features,” presented at the Hawaii International Conference on System Sciences, 2023.","short":"H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023."},"year":"2023","type":"conference","language":[{"iso":"eng"}],"abstract":[{"text":"Clinical depression is a serious mental disorder that poses challenges for both personal and public health. Millions of people struggle with depression each year, but for many, the disorder goes undiagnosed or untreated. Over the last decade, early depression detection on social media emerged as an interdisciplinary research field. However, there is still a gap in detecting hesitant, depression-susceptible individuals with minimal direct depressive signals at an early stage. We, therefore, take up this open point and leverage posts from Reddit to fill the addressed gap. Our results demonstrate the potential of contemporary Transformer architectures in yielding promising predictive capabilities for mental health research. Furthermore, we investigate the model’s interpretability using a surrogate and a topic modeling approach. Based on our findings, we consider this work as a further step towards developing a better understanding of mental eHealth and hope that our results can support the development of future technologies.","lang":"eng"}],"title":"Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features","user_id":"60721","related_material":{"link":[{"url":"https://hdl.handle.net/10125/103046","relation":"confirmation"}]},"author":[{"full_name":"Halimeh, Haya","first_name":"Haya","id":"87673","last_name":"Halimeh"},{"last_name":"Caron","id":"60721","first_name":"Matthew","full_name":"Caron, Matthew"},{"id":"72849","last_name":"Müller","full_name":"Müller, Oliver","first_name":"Oliver"}],"keyword":["Social Media and Healthcare Technology","early depression detection","liwc","mental health","transfer learning","transformer architectures"],"publication":"Hawaii International Conference on System Sciences","department":[{"_id":"195"},{"_id":"196"}],"publication_status":"published","status":"public","date_created":"2023-05-25T10:25:21Z"}]