---
_id: '63783'
author:
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Miro
  full_name: Mehic, Miro
  id: '56915'
  last_name: Mehic
citation:
  ama: Thommes K, Mehic M. Foreign Language Use, Attribution Error, and Newcomer Integration.
    Published online 2025.
  apa: Thommes, K., &#38; Mehic, M. (2025). <i>Foreign Language Use, Attribution Error,
    and Newcomer Integration</i>. Elsevier BV.
  bibtex: '@article{Thommes_Mehic_2025, title={Foreign Language Use, Attribution Error,
    and Newcomer Integration}, publisher={Elsevier BV}, author={Thommes, Kirsten and
    Mehic, Miro}, year={2025} }'
  chicago: Thommes, Kirsten, and Miro Mehic. “Foreign Language Use, Attribution Error,
    and Newcomer Integration.” Elsevier BV, 2025.
  ieee: K. Thommes and M. Mehic, “Foreign Language Use, Attribution Error, and Newcomer
    Integration.” Elsevier BV, 2025.
  mla: Thommes, Kirsten, and Miro Mehic. <i>Foreign Language Use, Attribution Error,
    and Newcomer Integration</i>. Elsevier BV, 2025.
  short: K. Thommes, M. Mehic, (2025).
date_created: 2026-01-28T09:54:44Z
date_updated: 2026-01-28T09:54:54Z
department:
- _id: '178'
- _id: '184'
language:
- iso: eng
publication_status: published
publisher: Elsevier BV
status: public
title: Foreign Language Use, Attribution Error, and Newcomer Integration
type: preprint
user_id: '72497'
year: '2025'
...
---
_id: '61377'
author:
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Paul
  full_name: Hemsen, Paul
  last_name: Hemsen
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
citation:
  ama: Schneider M, Hemsen P, Kundisch D. Who are the Actively Participating Crowdworkers?
    A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, . <i>management revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work.”</i>
  apa: Schneider, M., Hemsen, P., &#38; Kundisch, D. (n.d.). Who are the Actively
    Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
    Creation PlatformSocio-Economic Studies, . <i>Management Revue - Socio-Economic
    Studies, Special Issue “Digital Transformation of Work”.</i>
  bibtex: '@article{Schneider_Hemsen_Kundisch, title={Who are the Actively Participating
    Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, }, journal={management revue - Socio-Economic Studies, Special Issue
    “Digital Transformation of Work”.}, publisher={Nomos Verlag}, author={Schneider,
    Martin and Hemsen, Paul and Kundisch, Dennis} }'
  chicago: Schneider, Martin, Paul Hemsen, and Dennis Kundisch. “Who Are the Actively
    Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
    Creation PlatformSocio-Economic Studies, .” <i>Management Revue - Socio-Economic
    Studies, Special Issue “Digital Transformation of Work”.</i>, n.d.
  ieee: M. Schneider, P. Hemsen, and D. Kundisch, “Who are the Actively Participating
    Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, ,” <i>management revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work”.</i>
  mla: Schneider, Martin, et al. “Who Are the Actively Participating Crowdworkers?
    A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, .” <i>Management Revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work”.</i>, Nomos Verlag.
  short: M. Schneider, P. Hemsen, D. Kundisch, Management Revue - Socio-Economic Studies,
    Special Issue “Digital Transformation of Work”. (n.d.).
date_created: 2025-09-19T07:47:14Z
date_updated: 2025-09-19T07:48:49Z
department:
- _id: '276'
- _id: '185'
language:
- iso: eng
publication: management revue - Socio-Economic Studies, Special Issue “Digital Transformation
  of Work”.
publication_status: accepted
publisher: Nomos Verlag
status: public
title: 'Who are the Actively Participating Crowdworkers? A Qualitative Comparative
  Analysis of a German Text Creation PlatformSocio-Economic Studies, '
type: journal_article
user_id: '16205'
year: '2025'
...
---
_id: '61820'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n          <jats:p>A scoring list is
    a sequence of simple decision models, where features are incrementally evaluated
    and scores of satisfied features are summed to be used for threshold-based decisions
    or for calculating class probabilities. In this paper, we introduce a new multi-class
    variant and compare it against previously introduced binary classification variants
    for incremental decisions, as well as multi-class variants for classical decision-making
    using all features. Furthermore, we introduce a new multi-class dataset to assess
    collaborative human-machine decision-making, which is suitable for user studies
    with non-expert participants. We demonstrate the usefulness of our approach by
    evaluating predictive performance and compared to the performance of participants
    without AI help.</jats:p>"
author:
- first_name: Stefan
  full_name: Heid, Stefan
  id: '39640'
  last_name: Heid
  orcid: 0000-0002-9461-7372
- first_name: Jaroslaw
  full_name: Kornowicz, Jaroslaw
  id: '44029'
  last_name: Kornowicz
  orcid: 0000-0002-5654-9911
- first_name: Jonas
  full_name: Hanselle, Jonas
  last_name: Hanselle
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Heid S, Kornowicz J, Hanselle J, Thommes K, Hüllermeier E. MSL: Multi-class
    Scoring Lists for Interpretable Incremental Decision-Making. In: <i>Communications
    in Computer and Information Science</i>. Springer Nature Switzerland; 2025. doi:<a
    href="https://doi.org/10.1007/978-3-032-08327-2_6">10.1007/978-3-032-08327-2_6</a>'
  apa: 'Heid, S., Kornowicz, J., Hanselle, J., Thommes, K., &#38; Hüllermeier, E.
    (2025). MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making.
    In <i>Communications in Computer and Information Science</i>. Springer Nature
    Switzerland. <a href="https://doi.org/10.1007/978-3-032-08327-2_6">https://doi.org/10.1007/978-3-032-08327-2_6</a>'
  bibtex: '@inbook{Heid_Kornowicz_Hanselle_Thommes_Hüllermeier_2025, place={Cham},
    title={MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making},
    DOI={<a href="https://doi.org/10.1007/978-3-032-08327-2_6">10.1007/978-3-032-08327-2_6</a>},
    booktitle={Communications in Computer and Information Science}, publisher={Springer
    Nature Switzerland}, author={Heid, Stefan and Kornowicz, Jaroslaw and Hanselle,
    Jonas and Thommes, Kirsten and Hüllermeier, Eyke}, year={2025} }'
  chicago: 'Heid, Stefan, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, and
    Eyke Hüllermeier. “MSL: Multi-Class Scoring Lists for Interpretable Incremental
    Decision-Making.” In <i>Communications in Computer and Information Science</i>.
    Cham: Springer Nature Switzerland, 2025. <a href="https://doi.org/10.1007/978-3-032-08327-2_6">https://doi.org/10.1007/978-3-032-08327-2_6</a>.'
  ieee: 'S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, and E. Hüllermeier, “MSL:
    Multi-class Scoring Lists for Interpretable Incremental Decision-Making,” in <i>Communications
    in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2025.'
  mla: 'Heid, Stefan, et al. “MSL: Multi-Class Scoring Lists for Interpretable Incremental
    Decision-Making.” <i>Communications in Computer and Information Science</i>, Springer
    Nature Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-032-08327-2_6">10.1007/978-3-032-08327-2_6</a>.'
  short: 'S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, E. Hüllermeier, in: Communications
    in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-10-13T13:34:36Z
date_updated: 2025-10-13T13:35:11Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-032-08327-2_6
language:
- iso: eng
place: Cham
project:
- _id: '125'
  name: TRR 318 - Subproject C2
publication: Communications in Computer and Information Science
publication_identifier:
  isbn:
  - '9783032083265'
  - '9783032083272'
  issn:
  - 1865-0929
  - 1865-0937
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making'
type: book_chapter
user_id: '72497'
year: '2025'
...
---
_id: '61819'
author:
- first_name: Jörg
  full_name: Papenkordt, Jörg
  id: '44648'
  last_name: Papenkordt
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: Papenkordt J, Ngonga Ngomo A-C, Thommes K. Are numerical or verbal explanations
    of AI the key to appropriate user reliance and error detection? <i>Behaviour &#38;amp;
    Information Technology</i>. Published online 2025:1-22. doi:<a href="https://doi.org/10.1080/0144929x.2025.2568928">10.1080/0144929x.2025.2568928</a>
  apa: Papenkordt, J., Ngonga Ngomo, A.-C., &#38; Thommes, K. (2025). Are numerical
    or verbal explanations of AI the key to appropriate user reliance and error detection?
    <i>Behaviour &#38;amp; Information Technology</i>, 1–22. <a href="https://doi.org/10.1080/0144929x.2025.2568928">https://doi.org/10.1080/0144929x.2025.2568928</a>
  bibtex: '@article{Papenkordt_Ngonga Ngomo_Thommes_2025, title={Are numerical or
    verbal explanations of AI the key to appropriate user reliance and error detection?},
    DOI={<a href="https://doi.org/10.1080/0144929x.2025.2568928">10.1080/0144929x.2025.2568928</a>},
    journal={Behaviour &#38;amp; Information Technology}, publisher={Informa UK Limited},
    author={Papenkordt, Jörg and Ngonga Ngomo, Axel-Cyrille and Thommes, Kirsten},
    year={2025}, pages={1–22} }'
  chicago: Papenkordt, Jörg, Axel-Cyrille Ngonga Ngomo, and Kirsten Thommes. “Are
    Numerical or Verbal Explanations of AI the Key to Appropriate User Reliance and
    Error Detection?” <i>Behaviour &#38;amp; Information Technology</i>, 2025, 1–22.
    <a href="https://doi.org/10.1080/0144929x.2025.2568928">https://doi.org/10.1080/0144929x.2025.2568928</a>.
  ieee: 'J. Papenkordt, A.-C. Ngonga Ngomo, and K. Thommes, “Are numerical or verbal
    explanations of AI the key to appropriate user reliance and error detection?,”
    <i>Behaviour &#38;amp; Information Technology</i>, pp. 1–22, 2025, doi: <a href="https://doi.org/10.1080/0144929x.2025.2568928">10.1080/0144929x.2025.2568928</a>.'
  mla: Papenkordt, Jörg, et al. “Are Numerical or Verbal Explanations of AI the Key
    to Appropriate User Reliance and Error Detection?” <i>Behaviour &#38;amp; Information
    Technology</i>, Informa UK Limited, 2025, pp. 1–22, doi:<a href="https://doi.org/10.1080/0144929x.2025.2568928">10.1080/0144929x.2025.2568928</a>.
  short: J. Papenkordt, A.-C. Ngonga Ngomo, K. Thommes, Behaviour &#38;amp; Information
    Technology (2025) 1–22.
date_created: 2025-10-13T13:33:14Z
date_updated: 2025-10-14T06:12:07Z
department:
- _id: '178'
- _id: '184'
doi: 10.1080/0144929x.2025.2568928
language:
- iso: eng
page: 1-22
project:
- _id: '113'
  name: TRR 318 - Subproject A3
- _id: '810'
  name: arbeitswelt + - KI für die Arbeitswelt des industriellen Mittelstands
publication: Behaviour &amp; Information Technology
publication_identifier:
  issn:
  - 0144-929X
  - 1362-3001
publication_status: published
publisher: Informa UK Limited
status: public
title: Are numerical or verbal explanations of AI the key to appropriate user reliance
  and error detection?
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '61877'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n          <jats:p>Research indicates
    that anger is a prevalent emotion in human-technology interactions, often leading
    to frustration, rejection and reduced trust, significantly impacting user experience
    and acceptance of technology. Particularly in high-risk or uncertain situations,
    where AI explanations are intended to help users make more informed decisions,
    decision-making is influenced by emotional factors, impairing understanding and
    leading to suboptimal choices. While XAI research continues to evolve, greater
    consideration of users’ emotions and individual characteristics remains necessary.
    Broadening empirical studies in this area could foster a more comprehensive understanding
    of decision-making processes following explanations, especially in relation to
    the interaction between emotions and cognition. In response, this study seeks
    to contribute to this area by employing an experimental design to examine the
    effects of AI explanations and emotion regulation on user reliance and trust of
    emotional users. The results provide a foundation for future human-centered research
    in XAI, focusing on the impact of emotions and cognition in human-technology interactions.</jats:p>"
author:
- first_name: Olesja
  full_name: Lammert, Olesja
  id: '47384'
  last_name: Lammert
  orcid: 0000-0001-8201-5166
citation:
  ama: 'Lammert O. Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
    of AI Explanations and Emotion Regulation on Human Decision-Making Factors. In:
    <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland;
    2025. doi:<a href="https://doi.org/10.1007/978-3-032-08333-3_11">10.1007/978-3-032-08333-3_11</a>'
  apa: Lammert, O. (2025). Can AI Regulate Your Emotions? An Empirical Investigation
    of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
    Factors. In <i>Communications in Computer and Information Science</i>. Springer
    Nature Switzerland. <a href="https://doi.org/10.1007/978-3-032-08333-3_11">https://doi.org/10.1007/978-3-032-08333-3_11</a>
  bibtex: '@inbook{Lammert_2025, place={Cham}, title={Can AI Regulate Your Emotions?
    An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation
    on Human Decision-Making Factors}, DOI={<a href="https://doi.org/10.1007/978-3-032-08333-3_11">10.1007/978-3-032-08333-3_11</a>},
    booktitle={Communications in Computer and Information Science}, publisher={Springer
    Nature Switzerland}, author={Lammert, Olesja}, year={2025} }'
  chicago: 'Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation
    of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
    Factors.” In <i>Communications in Computer and Information Science</i>. Cham:
    Springer Nature Switzerland, 2025. <a href="https://doi.org/10.1007/978-3-032-08333-3_11">https://doi.org/10.1007/978-3-032-08333-3_11</a>.'
  ieee: 'O. Lammert, “Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
    of AI Explanations and Emotion Regulation on Human Decision-Making Factors,” in
    <i>Communications in Computer and Information Science</i>, Cham: Springer Nature
    Switzerland, 2025.'
  mla: Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation
    of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
    Factors.” <i>Communications in Computer and Information Science</i>, Springer
    Nature Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-032-08333-3_11">10.1007/978-3-032-08333-3_11</a>.
  short: 'O. Lammert, in: Communications in Computer and Information Science, Springer
    Nature Switzerland, Cham, 2025.'
date_created: 2025-10-20T06:29:19Z
date_updated: 2025-10-20T06:29:44Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-032-08333-3_11
language:
- iso: eng
place: Cham
project:
- _id: '113'
  name: TRR 318 - Subproject A3
publication: Communications in Computer and Information Science
publication_identifier:
  isbn:
  - '9783032083326'
  - '9783032083333'
  issn:
  - 1865-0929
  - 1865-0937
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
  of AI Explanations and Emotion Regulation on Human Decision-Making Factors
type: book_chapter
user_id: '72497'
year: '2025'
...
---
_id: '62213'
author:
- first_name: Jaroslaw
  full_name: Kornowicz, Jaroslaw
  id: '44029'
  last_name: Kornowicz
  orcid: 0000-0002-5654-9911
citation:
  ama: Kornowicz J. An Empirical Examination of the Evaluative AI Framework. <i>International
    Journal of Human–Computer Interaction</i>. Published online 2025:1-19. doi:<a
    href="https://doi.org/10.1080/10447318.2025.2581260">10.1080/10447318.2025.2581260</a>
  apa: Kornowicz, J. (2025). An Empirical Examination of the Evaluative AI Framework.
    <i>International Journal of Human–Computer Interaction</i>, 1–19. <a href="https://doi.org/10.1080/10447318.2025.2581260">https://doi.org/10.1080/10447318.2025.2581260</a>
  bibtex: '@article{Kornowicz_2025, title={An Empirical Examination of the Evaluative
    AI Framework}, DOI={<a href="https://doi.org/10.1080/10447318.2025.2581260">10.1080/10447318.2025.2581260</a>},
    journal={International Journal of Human–Computer Interaction}, publisher={Informa
    UK Limited}, author={Kornowicz, Jaroslaw}, year={2025}, pages={1–19} }'
  chicago: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.”
    <i>International Journal of Human–Computer Interaction</i>, 2025, 1–19. <a href="https://doi.org/10.1080/10447318.2025.2581260">https://doi.org/10.1080/10447318.2025.2581260</a>.
  ieee: 'J. Kornowicz, “An Empirical Examination of the Evaluative AI Framework,”
    <i>International Journal of Human–Computer Interaction</i>, pp. 1–19, 2025, doi:
    <a href="https://doi.org/10.1080/10447318.2025.2581260">10.1080/10447318.2025.2581260</a>.'
  mla: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.”
    <i>International Journal of Human–Computer Interaction</i>, Informa UK Limited,
    2025, pp. 1–19, doi:<a href="https://doi.org/10.1080/10447318.2025.2581260">10.1080/10447318.2025.2581260</a>.
  short: J. Kornowicz, International Journal of Human–Computer Interaction (2025)
    1–19.
date_created: 2025-11-17T12:27:42Z
date_updated: 2025-11-17T12:28:12Z
department:
- _id: '178'
- _id: '184'
doi: 10.1080/10447318.2025.2581260
language:
- iso: eng
page: 1-19
project:
- _id: '125'
  name: TRR 318 - Subproject C2
publication: International Journal of Human–Computer Interaction
publication_identifier:
  issn:
  - 1044-7318
  - 1532-7590
publication_status: published
publisher: Informa UK Limited
status: public
title: An Empirical Examination of the Evaluative AI Framework
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '58939'
author:
- first_name: Jaroslaw
  full_name: Kornowicz, Jaroslaw
  id: '44029'
  last_name: Kornowicz
  orcid: 0000-0002-5654-9911
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of
    feature selection methods on user preferences and reliance. <i>Plos One</i>. Published
    online 2025. doi:<a href="https://doi.org/10.1371/journal.pone.0318874">10.1371/journal.pone.0318874</a>
  apa: Kornowicz, J., &#38; Thommes, K. (2025). Algorithm, expert, or both? Evaluating
    the role of feature selection methods on user preferences and reliance. <i>Plos
    One</i>. <a href="https://doi.org/10.1371/journal.pone.0318874">https://doi.org/10.1371/journal.pone.0318874</a>
  bibtex: '@article{Kornowicz_Thommes_2025, title={Algorithm, expert, or both? Evaluating
    the role of feature selection methods on user preferences and reliance}, DOI={<a
    href="https://doi.org/10.1371/journal.pone.0318874">10.1371/journal.pone.0318874</a>},
    journal={Plos One}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2025}
    }'
  chicago: Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both?
    Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.”
    <i>Plos One</i>, 2025. <a href="https://doi.org/10.1371/journal.pone.0318874">https://doi.org/10.1371/journal.pone.0318874</a>.
  ieee: 'J. Kornowicz and K. Thommes, “Algorithm, expert, or both? Evaluating the
    role of feature selection methods on user preferences and reliance,” <i>Plos One</i>,
    2025, doi: <a href="https://doi.org/10.1371/journal.pone.0318874">10.1371/journal.pone.0318874</a>.'
  mla: Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating
    the Role of Feature Selection Methods on User Preferences and Reliance.” <i>Plos
    One</i>, 2025, doi:<a href="https://doi.org/10.1371/journal.pone.0318874">10.1371/journal.pone.0318874</a>.
  short: J. Kornowicz, K. Thommes, Plos One (2025).
date_created: 2025-03-08T12:09:50Z
date_updated: 2025-03-14T19:24:56Z
department:
- _id: '178'
- _id: '184'
doi: 10.1371/journal.pone.0318874
language:
- iso: eng
project:
- _id: '125'
  name: 'TRR 318 - C2: TRR 318 - Subproject C2'
publication: Plos One
status: public
title: Algorithm, expert, or both? Evaluating the role of feature selection methods
  on user preferences and reliance
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '60280'
author:
- first_name: Julian
  full_name: Heinovski, Julian
  last_name: Heinovski
- first_name: Doǧanalp
  full_name: Ergenç, Doǧanalp
  last_name: Ergenç
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Heinovski J, Ergenç D, Thommes K, Dressler F. Incentive-Based Platoon Formation:
    Optimizing the Personal Benefit for Drivers. <i>IEEE Open Journal of Intelligent
    Transportation Systems</i>. Published online 2025:1-1. doi:<a href="https://doi.org/10.1109/ojits.2025.3580464">10.1109/ojits.2025.3580464</a>'
  apa: 'Heinovski, J., Ergenç, D., Thommes, K., &#38; Dressler, F. (2025). Incentive-Based
    Platoon Formation: Optimizing the Personal Benefit for Drivers. <i>IEEE Open Journal
    of Intelligent Transportation Systems</i>, 1–1. <a href="https://doi.org/10.1109/ojits.2025.3580464">https://doi.org/10.1109/ojits.2025.3580464</a>'
  bibtex: '@article{Heinovski_Ergenç_Thommes_Dressler_2025, title={Incentive-Based
    Platoon Formation: Optimizing the Personal Benefit for Drivers}, DOI={<a href="https://doi.org/10.1109/ojits.2025.3580464">10.1109/ojits.2025.3580464</a>},
    journal={IEEE Open Journal of Intelligent Transportation Systems}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Heinovski, Julian and
    Ergenç, Doǧanalp and Thommes, Kirsten and Dressler, Falko}, year={2025}, pages={1–1}
    }'
  chicago: 'Heinovski, Julian, Doǧanalp Ergenç, Kirsten Thommes, and Falko Dressler.
    “Incentive-Based Platoon Formation: Optimizing the Personal Benefit for Drivers.”
    <i>IEEE Open Journal of Intelligent Transportation Systems</i>, 2025, 1–1. <a
    href="https://doi.org/10.1109/ojits.2025.3580464">https://doi.org/10.1109/ojits.2025.3580464</a>.'
  ieee: 'J. Heinovski, D. Ergenç, K. Thommes, and F. Dressler, “Incentive-Based Platoon
    Formation: Optimizing the Personal Benefit for Drivers,” <i>IEEE Open Journal
    of Intelligent Transportation Systems</i>, pp. 1–1, 2025, doi: <a href="https://doi.org/10.1109/ojits.2025.3580464">10.1109/ojits.2025.3580464</a>.'
  mla: 'Heinovski, Julian, et al. “Incentive-Based Platoon Formation: Optimizing the
    Personal Benefit for Drivers.” <i>IEEE Open Journal of Intelligent Transportation
    Systems</i>, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp.
    1–1, doi:<a href="https://doi.org/10.1109/ojits.2025.3580464">10.1109/ojits.2025.3580464</a>.'
  short: J. Heinovski, D. Ergenç, K. Thommes, F. Dressler, IEEE Open Journal of Intelligent
    Transportation Systems (2025) 1–1.
date_created: 2025-06-18T07:58:33Z
date_updated: 2025-06-18T07:59:07Z
department:
- _id: '178'
- _id: '184'
doi: 10.1109/ojits.2025.3580464
language:
- iso: eng
page: 1-1
publication: IEEE Open Journal of Intelligent Transportation Systems
publication_identifier:
  issn:
  - 2687-7813
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: 'Incentive-Based Platoon Formation: Optimizing the Personal Benefit for Drivers'
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '60292'
abstract:
- lang: ger
  text: Im Rahmen meines SoTL-Projekts habe ich mich aufgrund meiner Vorerfahrungen
    mit dem experimentellen Forschungsansatz für die Untersuchung der Wirksamkeit
    von Lernzielen mittels eines Gruppenvergleichs entschieden. In dieser Reflexion
    stelle ich zunächst heraus, welche Hindernisse und welche Möglichkeiten die Durchführung
    einer experimentellen Studie im hochschuldidaktischen Kontext mit sich bringt.
    Anschließend zeige ich anhand konkreter Vorgehensweisen in meinem SoTL-Projekt
    sowie Bezügen zur experimentellen Wirtschaftsforschung auf, wie wesentliche Punkte
    für ein fundiertes experimentelles Forschungsdesign in der Hochschullehre umgesetzt
    werden können und wie Forschende verschiedener Fachrichtungen mit einem derart
    gestalteten SoTL-Projekt einen Mehrwert sowohl für sich als auch für die Lehrforschung
    generieren können.
author:
- first_name: Thorsten Fabian
  full_name: Auer, Thorsten Fabian
  id: '49071'
  last_name: Auer
citation:
  ama: 'Auer TF. SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
    Ansatz in SoTL. In: Bohndick C, Kordts R, Leschke J, Vöing N, eds. <i>Scholarship
    of Teaching and Learning und disziplinäre Forschung: Eine komplexe Beziehung</i>.
    Doing Higher Education. Springer VS; 2025:65-69. doi:<a href="https://doi.org/10.1007/978-3-658-47908-4_11">10.1007/978-3-658-47908-4_11</a>'
  apa: 'Auer, T. F. (2025). SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
    Ansatz in SoTL. In C. Bohndick, R. Kordts, J. Leschke, &#38; N. Vöing (Eds.),
    <i>Scholarship of Teaching and Learning und disziplinäre Forschung: Eine komplexe
    Beziehung</i> (pp. 65–69). Springer VS. <a href="https://doi.org/10.1007/978-3-658-47908-4_11">https://doi.org/10.1007/978-3-658-47908-4_11</a>'
  bibtex: '@inbook{Auer_2025, place={Wiesbaden}, series={Doing Higher Education},
    title={SoTL und Forschung in den Sozialwissenschaften: Der experimentelle Ansatz
    in SoTL}, DOI={<a href="https://doi.org/10.1007/978-3-658-47908-4_11">10.1007/978-3-658-47908-4_11</a>},
    booktitle={Scholarship of Teaching and Learning und disziplinäre Forschung: Eine
    komplexe Beziehung}, publisher={Springer VS}, author={Auer, Thorsten Fabian},
    editor={Bohndick, Carla and Kordts, Robert and Leschke, Jonas and Vöing, Nerea},
    year={2025}, pages={65–69}, collection={Doing Higher Education} }'
  chicago: 'Auer, Thorsten Fabian. “SoTL und Forschung in den Sozialwissenschaften:
    Der experimentelle Ansatz in SoTL.” In <i>Scholarship of Teaching and Learning
    und disziplinäre Forschung: Eine komplexe Beziehung</i>, edited by Carla Bohndick,
    Robert Kordts, Jonas Leschke, and Nerea Vöing, 65–69. Doing Higher Education.
    Wiesbaden: Springer VS, 2025. <a href="https://doi.org/10.1007/978-3-658-47908-4_11">https://doi.org/10.1007/978-3-658-47908-4_11</a>.'
  ieee: 'T. F. Auer, “SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
    Ansatz in SoTL,” in <i>Scholarship of Teaching and Learning und disziplinäre Forschung:
    Eine komplexe Beziehung</i>, C. Bohndick, R. Kordts, J. Leschke, and N. Vöing,
    Eds. Wiesbaden: Springer VS, 2025, pp. 65–69.'
  mla: 'Auer, Thorsten Fabian. “SoTL und Forschung in den Sozialwissenschaften: Der
    experimentelle Ansatz in SoTL.” <i>Scholarship of Teaching and Learning und disziplinäre
    Forschung: Eine komplexe Beziehung</i>, edited by Carla Bohndick et al., Springer
    VS, 2025, pp. 65–69, doi:<a href="https://doi.org/10.1007/978-3-658-47908-4_11">10.1007/978-3-658-47908-4_11</a>.'
  short: 'T.F. Auer, in: C. Bohndick, R. Kordts, J. Leschke, N. Vöing (Eds.), Scholarship
    of Teaching and Learning und disziplinäre Forschung: Eine komplexe Beziehung,
    Springer VS, Wiesbaden, 2025, pp. 65–69.'
date_created: 2025-06-20T22:12:30Z
date_updated: 2025-06-20T22:14:04Z
department:
- _id: '178'
doi: 10.1007/978-3-658-47908-4_11
editor:
- first_name: Carla
  full_name: Bohndick, Carla
  last_name: Bohndick
- first_name: Robert
  full_name: Kordts, Robert
  last_name: Kordts
- first_name: Jonas
  full_name: Leschke, Jonas
  last_name: Leschke
- first_name: Nerea
  full_name: Vöing, Nerea
  last_name: Vöing
extern: '1'
language:
- iso: ger
page: 65-69
place: Wiesbaden
publication: 'Scholarship of Teaching and Learning und disziplinäre Forschung: Eine
  komplexe Beziehung'
publication_identifier:
  eisbn:
  - 978-3-658-47908-4
  isbn:
  - 978-3-658-47907-7
publication_status: published
publisher: Springer VS
series_title: Doing Higher Education
status: public
title: 'SoTL und Forschung in den Sozialwissenschaften: Der experimentelle Ansatz
  in SoTL'
type: book_chapter
user_id: '49071'
year: '2025'
...
---
_id: '61137'
abstract:
- lang: eng
  text: Prior research shows that social norms can reduce algorithm aversion, but
    little is known about how such norms become established. Most accounts emphasize
    technological and individual determinants, yet AI adoption unfolds within organizational
    social contexts shaped by peers and supervisors. We ask whether the source of
    the norm-peers or supervisors-shapes AI usage behavior. This question is practically
    relevant for organizations seeking to promote effective AI adoption. We conducted
    an online vignette experiment, complemented by qualitative data on participants'
    feelings and justifications after (counter-)normative behavior. In line with the
    theory, counter-normative choices elicited higher regret than norm-adherent choices.
    On average, choosing AI increased regret compared to choosing an human. This aversion
    was weaker when AI use was presented as the prevailing norm, indicating a statistically
    significant interaction between AI use and an AI-favoring norm. Participants also
    attributed less blame to technology than to humans, which increased regret when
    AI was chosen over human expertise. Both peer and supervisor influence emerged
    as relevant factors, though contrary to expectations they did not significantly
    affect regret. Our findings suggest that regret aversion, embedded in social norms,
    is a central mechanism driving imitation in AI-related decision-making.
author:
- first_name: Jaroslaw
  full_name: Kornowicz, Jaroslaw
  id: '44029'
  last_name: Kornowicz
  orcid: 0000-0002-5654-9911
- first_name: Maurice
  full_name: Pape, Maurice
  last_name: Pape
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: Kornowicz J, Pape M, Thommes K. Would I regret being different? The influence
    of social norms on attitudes toward AI usage. <i>Arxiv</i>. Published online 2025.
    doi:<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>
  apa: Kornowicz, J., Pape, M., &#38; Thommes, K. (2025). Would I regret being different?
    The influence of social norms on attitudes toward AI usage. <i>Arxiv</i>. <a href="https://doi.org/10.48550/ARXIV.2509.04241">https://doi.org/10.48550/ARXIV.2509.04241</a>
  bibtex: '@article{Kornowicz_Pape_Thommes_2025, title={Would I regret being different?
    The influence of social norms on attitudes toward AI usage}, DOI={<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>},
    journal={Arxiv}, author={Kornowicz, Jaroslaw and Pape, Maurice and Thommes, Kirsten},
    year={2025} }'
  chicago: Kornowicz, Jaroslaw, Maurice Pape, and Kirsten Thommes. “Would I Regret
    Being Different? The Influence of Social Norms on Attitudes toward AI Usage.”
    <i>Arxiv</i>, 2025. <a href="https://doi.org/10.48550/ARXIV.2509.04241">https://doi.org/10.48550/ARXIV.2509.04241</a>.
  ieee: 'J. Kornowicz, M. Pape, and K. Thommes, “Would I regret being different? The
    influence of social norms on attitudes toward AI usage,” <i>Arxiv</i>, 2025, doi:
    <a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>.'
  mla: Kornowicz, Jaroslaw, et al. “Would I Regret Being Different? The Influence
    of Social Norms on Attitudes toward AI Usage.” <i>Arxiv</i>, 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>.
  short: J. Kornowicz, M. Pape, K. Thommes, Arxiv (2025).
date_created: 2025-09-05T06:42:48Z
date_updated: 2025-09-05T06:45:01Z
department:
- _id: '178'
- _id: '184'
doi: 10.48550/ARXIV.2509.04241
language:
- iso: eng
project:
- _id: '125'
  name: TRR 318 - Subproject C2
publication: Arxiv
status: public
title: Would I regret being different? The influence of social norms on attitudes
  toward AI usage
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '63908'
article_number: '105189'
author:
- first_name: Behnud
  full_name: Mir Djawadi, Behnud
  id: '26032'
  last_name: Mir Djawadi
  orcid: 0000-0002-6271-5912
- first_name: Sabrina
  full_name: Plaß, Sabrina
  id: '34502'
  last_name: Plaß
- first_name: Sabrina
  full_name: Loer, Sabrina
  id: '38794'
  last_name: Loer
citation:
  ama: 'Mir Djawadi B, Plaß S, Loer S. “I don’t believe that you believe what I believe”:
    an experiment on misperceptions of social norms and whistleblowing. <i>European
    Economic Review</i>. 2025;180. doi:<a href="https://doi.org/10.1016/j.euroecorev.2025.105189">10.1016/j.euroecorev.2025.105189</a>'
  apa: 'Mir Djawadi, B., Plaß, S., &#38; Loer, S. (2025). “I don’t believe that you
    believe what I believe”: an experiment on misperceptions of social norms and whistleblowing.
    <i>European Economic Review</i>, <i>180</i>, Article 105189. <a href="https://doi.org/10.1016/j.euroecorev.2025.105189">https://doi.org/10.1016/j.euroecorev.2025.105189</a>'
  bibtex: '@article{Mir Djawadi_Plaß_Loer_2025, title={“I don’t believe that you believe
    what I believe”: an experiment on misperceptions of social norms and whistleblowing},
    volume={180}, DOI={<a href="https://doi.org/10.1016/j.euroecorev.2025.105189">10.1016/j.euroecorev.2025.105189</a>},
    number={105189}, journal={European Economic Review}, publisher={Elsevier BV},
    author={Mir Djawadi, Behnud and Plaß, Sabrina and Loer, Sabrina}, year={2025}
    }'
  chicago: 'Mir Djawadi, Behnud, Sabrina Plaß, and Sabrina Loer. “‘I Don’t Believe
    That You Believe What I Believe’: An Experiment on Misperceptions of Social Norms
    and Whistleblowing.” <i>European Economic Review</i> 180 (2025). <a href="https://doi.org/10.1016/j.euroecorev.2025.105189">https://doi.org/10.1016/j.euroecorev.2025.105189</a>.'
  ieee: 'B. Mir Djawadi, S. Plaß, and S. Loer, “‘I don’t believe that you believe
    what I believe’: an experiment on misperceptions of social norms and whistleblowing,”
    <i>European Economic Review</i>, vol. 180, Art. no. 105189, 2025, doi: <a href="https://doi.org/10.1016/j.euroecorev.2025.105189">10.1016/j.euroecorev.2025.105189</a>.'
  mla: 'Mir Djawadi, Behnud, et al. “‘I Don’t Believe That You Believe What I Believe’:
    An Experiment on Misperceptions of Social Norms and Whistleblowing.” <i>European
    Economic Review</i>, vol. 180, 105189, Elsevier BV, 2025, doi:<a href="https://doi.org/10.1016/j.euroecorev.2025.105189">10.1016/j.euroecorev.2025.105189</a>.'
  short: B. Mir Djawadi, S. Plaß, S. Loer, European Economic Review 180 (2025).
date_created: 2026-02-06T13:49:41Z
date_updated: 2026-03-27T16:06:34Z
department:
- _id: '179'
doi: 10.1016/j.euroecorev.2025.105189
intvolume: '       180'
language:
- iso: eng
publication: European Economic Review
publication_identifier:
  issn:
  - 0014-2921
publication_status: published
publisher: Elsevier BV
status: public
title: '“I don’t believe that you believe what I believe”: an experiment on misperceptions
  of social norms and whistleblowing'
type: journal_article
user_id: '26032'
volume: 180
year: '2025'
...
---
_id: '63911'
author:
- first_name: Behnud
  full_name: Mir Djawadi, Behnud
  id: '26032'
  last_name: Mir Djawadi
  orcid: 0000-0002-6271-5912
- first_name: Sabrina
  full_name: Plaß, Sabrina
  id: '34502'
  last_name: Plaß
- first_name: Sabrina
  full_name: Loer, Sabrina
  id: '38794'
  last_name: Loer
citation:
  ama: 'Mir Djawadi B, Plaß S, Loer S. Social Information Interventions under Competing
    Norms: Evidence from a Whistleblowing Experiment. <i>SSRN Electronic Journal</i>.
    Published online 2025. doi:<a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>'
  apa: 'Mir Djawadi, B., Plaß, S., &#38; Loer, S. (2025). Social Information Interventions
    under Competing Norms: Evidence from a Whistleblowing Experiment. <i>SSRN Electronic
    Journal</i>. <a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>'
  bibtex: '@article{Mir Djawadi_Plaß_Loer_2025, title={Social Information Interventions
    under Competing Norms: Evidence from a Whistleblowing Experiment}, DOI={<a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>},
    journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Mir Djawadi,
    Behnud and Plaß, Sabrina and Loer, Sabrina}, year={2025} }'
  chicago: 'Mir Djawadi, Behnud, Sabrina Plaß, and Sabrina Loer. “Social Information
    Interventions under Competing Norms: Evidence from a Whistleblowing Experiment.”
    <i>SSRN Electronic Journal</i>, 2025. <a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>.'
  ieee: 'B. Mir Djawadi, S. Plaß, and S. Loer, “Social Information Interventions under
    Competing Norms: Evidence from a Whistleblowing Experiment,” <i>SSRN Electronic
    Journal</i>, 2025, doi: <a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>.'
  mla: 'Mir Djawadi, Behnud, et al. “Social Information Interventions under Competing
    Norms: Evidence from a Whistleblowing Experiment.” <i>SSRN Electronic Journal</i>,
    Elsevier BV, 2025, doi:<a href="http://dx.doi.org/10.2139/ssrn.5345248">http://dx.doi.org/10.2139/ssrn.5345248</a>.'
  short: B. Mir Djawadi, S. Plaß, S. Loer, SSRN Electronic Journal (2025).
date_created: 2026-02-06T13:54:00Z
date_updated: 2026-03-27T21:51:21Z
department:
- _id: '179'
doi: http://dx.doi.org/10.2139/ssrn.5345248
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: 'Social Information Interventions under Competing Norms: Evidence from a Whistleblowing
  Experiment'
type: journal_article
user_id: '26032'
year: '2025'
...
---
_id: '63912'
author:
- first_name: Behnud
  full_name: Mir Djawadi, Behnud
  id: '26032'
  last_name: Mir Djawadi
  orcid: 0000-0002-6271-5912
- first_name: Lisa
  full_name: Wester, Lisa
  last_name: Wester
citation:
  ama: Mir Djawadi B, Wester L. Social Interaction and Feedback-Giving Behavior in
    the Sharing Economy - An Experimental Analysis. <i>SSRN Electronic Journal</i>.
    Published online 2025. doi:<a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>
  apa: Mir Djawadi, B., &#38; Wester, L. (2025). Social Interaction and Feedback-Giving
    Behavior in the Sharing Economy - An Experimental Analysis. <i>SSRN Electronic
    Journal</i>. <a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>
  bibtex: '@article{Mir Djawadi_Wester_2025, title={Social Interaction and Feedback-Giving
    Behavior in the Sharing Economy - An Experimental Analysis}, DOI={<a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>},
    journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Mir Djawadi,
    Behnud and Wester, Lisa}, year={2025} }'
  chicago: Mir Djawadi, Behnud, and Lisa Wester. “Social Interaction and Feedback-Giving
    Behavior in the Sharing Economy - An Experimental Analysis.” <i>SSRN Electronic
    Journal</i>, 2025. <a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>.
  ieee: 'B. Mir Djawadi and L. Wester, “Social Interaction and Feedback-Giving Behavior
    in the Sharing Economy - An Experimental Analysis,” <i>SSRN Electronic Journal</i>,
    2025, doi: <a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>.'
  mla: Mir Djawadi, Behnud, and Lisa Wester. “Social Interaction and Feedback-Giving
    Behavior in the Sharing Economy - An Experimental Analysis.” <i>SSRN Electronic
    Journal</i>, Elsevier BV, 2025, doi:<a href="https://dx.doi.org/10.2139/ssrn.5345248">https://dx.doi.org/10.2139/ssrn.5345248</a>.
  short: B. Mir Djawadi, L. Wester, SSRN Electronic Journal (2025).
date_created: 2026-02-06T13:54:45Z
date_updated: 2026-03-28T10:14:10Z
department:
- _id: '179'
doi: https://dx.doi.org/10.2139/ssrn.5345248
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: Social Interaction and Feedback-Giving Behavior in the Sharing Economy - An
  Experimental Analysis
type: journal_article
user_id: '26032'
year: '2025'
...
---
_id: '52202'
author:
- first_name: Olesja
  full_name: Lammert, Olesja
  id: '47384'
  last_name: Lammert
- first_name: Birte
  full_name: Richter, Birte
  last_name: Richter
- first_name: Christian
  full_name: Schütze, Christian
  last_name: Schütze
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
citation:
  ama: 'Lammert O, Richter B, Schütze C, Thommes K, Wrede B. Humans in XAI: Increased
    Reliance in Decision-Making Under Uncertainty by Using Explanation Strategies.
    <i>Frontiers in Behavioral Economics</i>. Published online 2024. doi:<a href="https://doi.org/10.3389/frbhe.2024.1377075">10.3389/frbhe.2024.1377075</a>'
  apa: 'Lammert, O., Richter, B., Schütze, C., Thommes, K., &#38; Wrede, B. (2024).
    Humans in XAI: Increased Reliance in Decision-Making Under Uncertainty by Using
    Explanation Strategies. <i>Frontiers in Behavioral Economics</i>. <a href="https://doi.org/10.3389/frbhe.2024.1377075">https://doi.org/10.3389/frbhe.2024.1377075</a>'
  bibtex: '@article{Lammert_Richter_Schütze_Thommes_Wrede_2024, title={Humans in XAI:
    Increased Reliance in Decision-Making Under Uncertainty by Using Explanation Strategies},
    DOI={<a href="https://doi.org/10.3389/frbhe.2024.1377075">10.3389/frbhe.2024.1377075</a>},
    journal={Frontiers in Behavioral Economics}, author={Lammert, Olesja and Richter,
    Birte and Schütze, Christian and Thommes, Kirsten and Wrede, Britta}, year={2024}
    }'
  chicago: 'Lammert, Olesja, Birte Richter, Christian Schütze, Kirsten Thommes, and
    Britta Wrede. “Humans in XAI: Increased Reliance in Decision-Making Under Uncertainty
    by Using Explanation Strategies.” <i>Frontiers in Behavioral Economics</i>, 2024.
    <a href="https://doi.org/10.3389/frbhe.2024.1377075">https://doi.org/10.3389/frbhe.2024.1377075</a>.'
  ieee: 'O. Lammert, B. Richter, C. Schütze, K. Thommes, and B. Wrede, “Humans in
    XAI: Increased Reliance in Decision-Making Under Uncertainty by Using Explanation
    Strategies,” <i>Frontiers in Behavioral Economics</i>, 2024, doi: <a href="https://doi.org/10.3389/frbhe.2024.1377075">10.3389/frbhe.2024.1377075</a>.'
  mla: 'Lammert, Olesja, et al. “Humans in XAI: Increased Reliance in Decision-Making
    Under Uncertainty by Using Explanation Strategies.” <i>Frontiers in Behavioral
    Economics</i>, 2024, doi:<a href="https://doi.org/10.3389/frbhe.2024.1377075">10.3389/frbhe.2024.1377075</a>.'
  short: O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral
    Economics (2024).
date_created: 2024-02-29T07:55:38Z
date_updated: 2024-02-29T07:56:01Z
department:
- _id: '178'
- _id: '184'
doi: 10.3389/frbhe.2024.1377075
language:
- iso: eng
project:
- _id: '113'
  name: 'TRR 318 - A3: TRR 318 - Subproject A3'
publication: Frontiers in Behavioral Economics
status: public
title: 'Humans in XAI: Increased Reliance in Decision-Making Under Uncertainty by
  Using Explanation Strategies'
type: journal_article
user_id: '47384'
year: '2024'
...
---
_id: '53611'
article_number: '102990'
author:
- first_name: Christin
  full_name: Hoffmann, Christin
  last_name: Hoffmann
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: Hoffmann C, Thommes K. Can leaders motivate employees’ energy-efficient behavior
    with thoughtful communication? <i>Journal of Environmental Economics and Management</i>.
    Published online 2024. doi:<a href="https://doi.org/10.1016/j.jeem.2024.102990">10.1016/j.jeem.2024.102990</a>
  apa: Hoffmann, C., &#38; Thommes, K. (2024). Can leaders motivate employees’ energy-efficient
    behavior with thoughtful communication? <i>Journal of Environmental Economics
    and Management</i>, Article 102990. <a href="https://doi.org/10.1016/j.jeem.2024.102990">https://doi.org/10.1016/j.jeem.2024.102990</a>
  bibtex: '@article{Hoffmann_Thommes_2024, title={Can leaders motivate employees’
    energy-efficient behavior with thoughtful communication?}, DOI={<a href="https://doi.org/10.1016/j.jeem.2024.102990">10.1016/j.jeem.2024.102990</a>},
    number={102990}, journal={Journal of Environmental Economics and Management},
    publisher={Elsevier BV}, author={Hoffmann, Christin and Thommes, Kirsten}, year={2024}
    }'
  chicago: Hoffmann, Christin, and Kirsten Thommes. “Can Leaders Motivate Employees’
    Energy-Efficient Behavior with Thoughtful Communication?” <i>Journal of Environmental
    Economics and Management</i>, 2024. <a href="https://doi.org/10.1016/j.jeem.2024.102990">https://doi.org/10.1016/j.jeem.2024.102990</a>.
  ieee: 'C. Hoffmann and K. Thommes, “Can leaders motivate employees’ energy-efficient
    behavior with thoughtful communication?,” <i>Journal of Environmental Economics
    and Management</i>, Art. no. 102990, 2024, doi: <a href="https://doi.org/10.1016/j.jeem.2024.102990">10.1016/j.jeem.2024.102990</a>.'
  mla: Hoffmann, Christin, and Kirsten Thommes. “Can Leaders Motivate Employees’ Energy-Efficient
    Behavior with Thoughtful Communication?” <i>Journal of Environmental Economics
    and Management</i>, 102990, Elsevier BV, 2024, doi:<a href="https://doi.org/10.1016/j.jeem.2024.102990">10.1016/j.jeem.2024.102990</a>.
  short: C. Hoffmann, K. Thommes, Journal of Environmental Economics and Management
    (2024).
date_created: 2024-04-22T06:24:03Z
date_updated: 2024-04-22T06:24:17Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.jeem.2024.102990
keyword:
- Management
- Monitoring
- Policy and Law
- Economics and Econometrics
language:
- iso: eng
publication: Journal of Environmental Economics and Management
publication_identifier:
  issn:
  - 0095-0696
publication_status: published
publisher: Elsevier BV
status: public
title: Can leaders motivate employees’ energy-efficient behavior with thoughtful communication?
type: journal_article
user_id: '72497'
year: '2024'
...
---
_id: '34114'
abstract:
- lang: eng
  text: "Qualitative comparative analysis (QCA) enables researchers in international
    management to better understand how the impact of a single explanatory factor
    depends on the context of other factors. But the analytical toolbox of QCA does
    not include a parameter for the explanatory power of a single explanatory factor
    or “condition”. In this paper, we therefore reinterpret the Banzhaf power index,
    originally developed in cooperative game theory, to establish a goodness-of-fit
    parameter in QCA. The relative Banzhaf index we suggest measures the explanatory
    power of one condition averaged across all sufficient combinations of conditions.
    The paper argues that the index is especially informative in three situations
    that are all salient in international management and call for a context-sensitive
    analysis of single conditions, namely substantial limited diversity in the data,
    the emergence of strong INUS conditions in the analysis, and theorizing with contingency
    factors. The paper derives the properties of the relative Banzhaf index in QCA,
    demonstrates how the index can be computed easily from a rudimentary truth table,
    and explores its insights by revisiting selected papers in international management
    that apply fuzzy-set QCA. It finally suggests a three-step procedure for utilizing
    the relative Banzhaf index when the causal structure involves both contingency
    effects and configurational causation.\r\n"
article_type: original
author:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
citation:
  ama: 'Haake C-J, Schneider M. Playing games with QCA: Measuring the explanatory
    power of single conditions with the Banzhaf index. <i>Journal of International
    Management</i>. 2024;30(2).'
  apa: 'Haake, C.-J., &#38; Schneider, M. (2024). Playing games with QCA: Measuring
    the explanatory power of single conditions with the Banzhaf index. <i>Journal
    of International Management</i>, <i>30</i>(2).'
  bibtex: '@article{Haake_Schneider_2024, title={Playing games with QCA: Measuring
    the explanatory power of single conditions with the Banzhaf index}, volume={30},
    number={2}, journal={Journal of International Management}, publisher={Elsevier},
    author={Haake, Claus-Jochen and Schneider, Martin}, year={2024} }'
  chicago: 'Haake, Claus-Jochen, and Martin Schneider. “Playing Games with QCA: Measuring
    the Explanatory Power of Single Conditions with the Banzhaf Index.” <i>Journal
    of International Management</i> 30, no. 2 (2024).'
  ieee: 'C.-J. Haake and M. Schneider, “Playing games with QCA: Measuring the explanatory
    power of single conditions with the Banzhaf index,” <i>Journal of International
    Management</i>, vol. 30, no. 2, 2024.'
  mla: 'Haake, Claus-Jochen, and Martin Schneider. “Playing Games with QCA: Measuring
    the Explanatory Power of Single Conditions with the Banzhaf Index.” <i>Journal
    of International Management</i>, vol. 30, no. 2, Elsevier, 2024.'
  short: C.-J. Haake, M. Schneider, Journal of International Management 30 (2024).
date_created: 2022-11-19T15:33:27Z
date_updated: 2024-04-24T12:58:51Z
department:
- _id: '205'
- _id: '475'
- _id: '178'
- _id: '185'
funded_apc: '1'
intvolume: '        30'
issue: '2'
keyword:
- Qualitative comparative analysis
- Banzhaf power index
- causality
- explanatory power
language:
- iso: eng
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '7'
  grant_number: '160364472'
  name: 'SFB 901 - A3: SFB 901 - Subproject A3'
publication: Journal of International Management
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: 'Playing games with QCA: Measuring the explanatory power of single conditions
  with the Banzhaf index'
type: journal_article
user_id: '20801'
volume: 30
year: '2024'
...
---
_id: '54624'
author:
- first_name: Jörg
  full_name: Papenkordt, Jörg
  last_name: Papenkordt
citation:
  ama: 'Papenkordt J. Navigating Transparency: The Influence of On-demand Explanations
    on Non-expert User Interaction with AI. In: <i>Artificial Intelligence in HCI</i>.
    Springer Nature Switzerland; 2024. doi:<a href="https://doi.org/10.1007/978-3-031-60606-9_14">10.1007/978-3-031-60606-9_14</a>'
  apa: 'Papenkordt, J. (2024). Navigating Transparency: The Influence of On-demand
    Explanations on Non-expert User Interaction with AI. In <i>Artificial Intelligence
    in HCI</i>. Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-60606-9_14">https://doi.org/10.1007/978-3-031-60606-9_14</a>'
  bibtex: '@inbook{Papenkordt_2024, place={Cham}, title={Navigating Transparency:
    The Influence of On-demand Explanations on Non-expert User Interaction with AI},
    DOI={<a href="https://doi.org/10.1007/978-3-031-60606-9_14">10.1007/978-3-031-60606-9_14</a>},
    booktitle={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland},
    author={Papenkordt, Jörg}, year={2024} }'
  chicago: 'Papenkordt, Jörg. “Navigating Transparency: The Influence of On-Demand
    Explanations on Non-Expert User Interaction with AI.” In <i>Artificial Intelligence
    in HCI</i>. Cham: Springer Nature Switzerland, 2024. <a href="https://doi.org/10.1007/978-3-031-60606-9_14">https://doi.org/10.1007/978-3-031-60606-9_14</a>.'
  ieee: 'J. Papenkordt, “Navigating Transparency: The Influence of On-demand Explanations
    on Non-expert User Interaction with AI,” in <i>Artificial Intelligence in HCI</i>,
    Cham: Springer Nature Switzerland, 2024.'
  mla: 'Papenkordt, Jörg. “Navigating Transparency: The Influence of On-Demand Explanations
    on Non-Expert User Interaction with AI.” <i>Artificial Intelligence in HCI</i>,
    Springer Nature Switzerland, 2024, doi:<a href="https://doi.org/10.1007/978-3-031-60606-9_14">10.1007/978-3-031-60606-9_14</a>.'
  short: 'J. Papenkordt, in: Artificial Intelligence in HCI, Springer Nature Switzerland,
    Cham, 2024.'
date_created: 2024-06-05T10:52:55Z
date_updated: 2024-06-05T10:52:59Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-031-60606-9_14
language:
- iso: eng
place: Cham
publication: Artificial Intelligence in HCI
publication_identifier:
  isbn:
  - '9783031606052'
  - '9783031606069'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Navigating Transparency: The Influence of On-demand Explanations on Non-expert
  User Interaction with AI'
type: book_chapter
user_id: '72497'
year: '2024'
...
---
_id: '54910'
article_number: '109190'
author:
- first_name: Stefan
  full_name: Heid, Stefan
  id: '39640'
  last_name: Heid
  orcid: 0000-0002-9461-7372
- first_name: Jonas Manuel
  full_name: Hanselle, Jonas Manuel
  id: '43980'
  last_name: Hanselle
  orcid: 0000-0002-1231-4985
- first_name: Johannes
  full_name: Fürnkranz, Johannes
  last_name: Fürnkranz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Heid S, Hanselle JM, Fürnkranz J, Hüllermeier E. Learning decision catalogues
    for situated decision making: The case of scoring systems. <i>International Journal
    of Approximate Reasoning</i>. 2024;171. doi:<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>'
  apa: 'Heid, S., Hanselle, J. M., Fürnkranz, J., &#38; Hüllermeier, E. (2024). Learning
    decision catalogues for situated decision making: The case of scoring systems.
    <i>International Journal of Approximate Reasoning</i>, <i>171</i>, Article 109190.
    <a href="https://doi.org/10.1016/j.ijar.2024.109190">https://doi.org/10.1016/j.ijar.2024.109190</a>'
  bibtex: '@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision
    catalogues for situated decision making: The case of scoring systems}, volume={171},
    DOI={<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>},
    number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier
    BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and
    Hüllermeier, Eyke}, year={2024} }'
  chicago: 'Heid, Stefan, Jonas Manuel Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier.
    “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring
    Systems.” <i>International Journal of Approximate Reasoning</i> 171 (2024). <a
    href="https://doi.org/10.1016/j.ijar.2024.109190">https://doi.org/10.1016/j.ijar.2024.109190</a>.'
  ieee: 'S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision
    catalogues for situated decision making: The case of scoring systems,” <i>International
    Journal of Approximate Reasoning</i>, vol. 171, Art. no. 109190, 2024, doi: <a
    href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>.'
  mla: 'Heid, Stefan, et al. “Learning Decision Catalogues for Situated Decision Making:
    The Case of Scoring Systems.” <i>International Journal of Approximate Reasoning</i>,
    vol. 171, 109190, Elsevier BV, 2024, doi:<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>.'
  short: S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal
    of Approximate Reasoning 171 (2024).
date_created: 2024-06-26T14:27:27Z
date_updated: 2024-06-26T14:27:42Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.ijar.2024.109190
intvolume: '       171'
language:
- iso: eng
publication: International Journal of Approximate Reasoning
publication_identifier:
  issn:
  - 0888-613X
publication_status: published
publisher: Elsevier BV
status: public
title: 'Learning decision catalogues for situated decision making: The case of scoring
  systems'
type: journal_article
user_id: '72497'
volume: 171
year: '2024'
...
---
_id: '54908'
article_number: '109190'
author:
- first_name: Stefan
  full_name: Heid, Stefan
  last_name: Heid
- first_name: Jonas
  full_name: Hanselle, Jonas
  last_name: Hanselle
- first_name: Johannes
  full_name: Fürnkranz, Johannes
  last_name: Fürnkranz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
citation:
  ama: 'Heid S, Hanselle J, Fürnkranz J, Hüllermeier E. Learning decision catalogues
    for situated decision making: The case of scoring systems. <i>International Journal
    of Approximate Reasoning</i>. 2024;171. doi:<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>'
  apa: 'Heid, S., Hanselle, J., Fürnkranz, J., &#38; Hüllermeier, E. (2024). Learning
    decision catalogues for situated decision making: The case of scoring systems.
    <i>International Journal of Approximate Reasoning</i>, <i>171</i>, Article 109190.
    <a href="https://doi.org/10.1016/j.ijar.2024.109190">https://doi.org/10.1016/j.ijar.2024.109190</a>'
  bibtex: '@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision
    catalogues for situated decision making: The case of scoring systems}, volume={171},
    DOI={<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>},
    number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier
    BV}, author={Heid, Stefan and Hanselle, Jonas and Fürnkranz, Johannes and Hüllermeier,
    Eyke}, year={2024} }'
  chicago: 'Heid, Stefan, Jonas Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier.
    “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring
    Systems.” <i>International Journal of Approximate Reasoning</i> 171 (2024). <a
    href="https://doi.org/10.1016/j.ijar.2024.109190">https://doi.org/10.1016/j.ijar.2024.109190</a>.'
  ieee: 'S. Heid, J. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision
    catalogues for situated decision making: The case of scoring systems,” <i>International
    Journal of Approximate Reasoning</i>, vol. 171, Art. no. 109190, 2024, doi: <a
    href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>.'
  mla: 'Heid, Stefan, et al. “Learning Decision Catalogues for Situated Decision Making:
    The Case of Scoring Systems.” <i>International Journal of Approximate Reasoning</i>,
    vol. 171, 109190, Elsevier BV, 2024, doi:<a href="https://doi.org/10.1016/j.ijar.2024.109190">10.1016/j.ijar.2024.109190</a>.'
  short: S. Heid, J. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal
    of Approximate Reasoning 171 (2024).
date_created: 2024-06-26T14:23:47Z
date_updated: 2024-06-26T14:23:51Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.ijar.2024.109190
intvolume: '       171'
language:
- iso: eng
publication: International Journal of Approximate Reasoning
publication_identifier:
  issn:
  - 0888-613X
publication_status: published
publisher: Elsevier BV
status: public
title: 'Learning decision catalogues for situated decision making: The case of scoring
  systems'
type: journal_article
user_id: '72497'
volume: 171
year: '2024'
...
---
_id: '54972'
citation:
  ama: Thommes K, Iseke A, Schneider M, eds. <i>Digitales und prädiktives Kompetenzmanagement</i>.
    Springer Berlin Heidelberg; 2024. doi:<a href="https://doi.org/10.1007/978-3-662-68838-0">10.1007/978-3-662-68838-0</a>
  apa: Thommes, K., Iseke, A., &#38; Schneider, M. (Eds.). (2024). <i>Digitales und
    prädiktives Kompetenzmanagement</i>. Springer Berlin Heidelberg. <a href="https://doi.org/10.1007/978-3-662-68838-0">https://doi.org/10.1007/978-3-662-68838-0</a>
  bibtex: '@book{Thommes_Iseke_Schneider_2024, place={Berlin, Heidelberg}, title={Digitales
    und prädiktives Kompetenzmanagement}, DOI={<a href="https://doi.org/10.1007/978-3-662-68838-0">10.1007/978-3-662-68838-0</a>},
    publisher={Springer Berlin Heidelberg}, year={2024} }'
  chicago: 'Thommes, Kirsten, Anja Iseke, and Martin Schneider, eds. <i>Digitales
    und prädiktives Kompetenzmanagement</i>. Berlin, Heidelberg: Springer Berlin Heidelberg,
    2024. <a href="https://doi.org/10.1007/978-3-662-68838-0">https://doi.org/10.1007/978-3-662-68838-0</a>.'
  ieee: 'K. Thommes, A. Iseke, and M. Schneider, Eds., <i>Digitales und prädiktives
    Kompetenzmanagement</i>. Berlin, Heidelberg: Springer Berlin Heidelberg, 2024.'
  mla: Thommes, Kirsten, et al., editors. <i>Digitales und prädiktives Kompetenzmanagement</i>.
    Springer Berlin Heidelberg, 2024, doi:<a href="https://doi.org/10.1007/978-3-662-68838-0">10.1007/978-3-662-68838-0</a>.
  short: K. Thommes, A. Iseke, M. Schneider, eds., Digitales und prädiktives Kompetenzmanagement,
    Springer Berlin Heidelberg, Berlin, Heidelberg, 2024.
date_created: 2024-07-02T09:21:52Z
date_updated: 2024-07-02T09:23:23Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-662-68838-0
editor:
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Anja
  full_name: Iseke, Anja
  last_name: Iseke
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
language:
- iso: ger
place: Berlin, Heidelberg
project:
- _id: '809'
  name: PredicTeams - Agile Teamarbeit durch prädikatives Kompetenzmanagement
publication_identifier:
  isbn:
  - '9783662688373'
  - '9783662688380'
  issn:
  - 2523-3637
  - 2523-3645
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Digitales und prädiktives Kompetenzmanagement
type: book_editor
user_id: '72497'
year: '2024'
...
