Photo credit: Tobias Rebholz
Primary Advisor: Prof. Dr. Mandy Hütter (University of Tübingen)
Additional Supervisors: Prof. Dr. Andreas Voss, Prof. Dr. Arndt Bröder
Dissertation Thesis: Advanced Statistical Modeling of Ecological Constraints in Information Sampling and Utilization
Degree: Dr. rer. nat., received from the University of Tübingen in April 2023
First Placement: Start-up funding from the RTG SMiP
Research Areas
- Quantitative Methods (Statistics, Machine Learning) for Behavioral Research
- Social Cognition/
Rationality in Judgment and Decision-Making - Information Sampling and Utilization (Advice Taking, Belief Updating)
- Human-Computer Interaction, Algorithm Appreciation, Artificial Intelligence
Publications
Rebholz, T. R., & Hütter, M. (2022). The advice less taken: The consequences of receiving unexpected advice. Judgment and Decision Making, 17(4), 816–848.
Talks
Rebholz, T. R., Biella, M., & Hütter, M. (2022, September). Mixed-effects regression weights of advice: Modeling individual differences in judgment formation and sampling. In T. R. Rebholz (Chair), Statistical Modeling in Psychology [Symposium]. 52nd Congress of the German Psychological Society (DGPs). Hildesheim, Germany.
Rebholz, T. R., Biella, M., & Hütter, M. (2022, March). Mixed-effects regression weights of advice: Individual differences in judgment formation and sampling [Talk]. 6th Conference of the Deutsche Arbeitsgemeinschaft Statistik (DAGStat). Hamburg, Germany.
Rebholz, T. R., Biella, M., & Hütter, M. (2022, March). Mixed-effects in information utilization: A multilevel regression-based approach to advice taking. In C. G. Meyer-Grant & A. Voormann (Chairs), Modelling cognition I: Model development, comparison, validation and application [Symposium]. 64th Conference of Experimental Psychologists (TeaP, Tagung experimentell arbeitender Psychologen). Cologne, Germany (Online).
Rebholz, T. R., & Hütter, M. (2022, February). The advice less taken: On the consequences of receiving unexpected advice [Talk]. Annual Meeting of the Society for Judgment and Decision Making (SJDM). San Diego, CA, USA (Online).
Rebholz, T. R., & Hütter, M. (2021, September). On the consequences of expecting advice: Investigating an integral element of traditional advice taking research [Talk]. 22nd Transfer of Knowledge Conference of the European Social Cognition Network (ESCON). Salzburg, Austria (Online).
Rebholz, T. R., & Hütter, M. (2021, March). Unexpected receipt of advice: Features of the Judge-Advisor System reassessed [Talk]. 63th Conference of Experimental Psychologists (TeaP, Tagung experimentell arbeitender Psychologen). Ulm, Germany (Online).
Rebholz, T. R., & Pohlmeier, W. (2019, September). Machine Learning approaches to predict individual unemployment by noncognitive skill factors [Talk]. Moscow-Konstanz International Summer School on Econometrics and Machine Learning. Anapa, Russia.
Posters
Rebholz, T. R., Hütter, M., & Voss, A. (2022, November). No more information, please! Advice seeking by sequential hypothesis testing with Bayes factors [Poster]. Annual Meeting of the Society for Judgment and Decision Making (SJDM). San Diego, CA, USA.
Rebholz, T. R., Hütter, M., & Voss, A. (2022, June). No more information, please! Bayesian modeling insights about sequential advice seeking [Poster]. Summer Institute on Bounded Rationality of the Max Planck Institute for Human Development. Berlin, Germany.
Rebholz, T. R., & Hütter, M. (2021, August). How to model (adaptive) advice sampling? – A Bayesian perspective [Poster]. Annual JASP Workshop. Amsterdam, The Netherlands (Online).
Rebholz, T. R., & Hütter, M. (2021, August). On the consequences of expecting advice: Investigating an integral element of traditional advice taking research [Poster]. 28th Subjective Probability, Utility and Decision Making (SPUDM) Conference. Warwick, UK (Online).
Rebholz, T. R. (2021, July). Adaptive advice taking: Mixed-effects weights and Bayesian stopping [Poster]. SMiP-IOPS Summer Conference. Mannheim, Germany (Online).