Publications

Pre-prints

Hellmann, S., Zehetleitner, M., & Rausch, M. (2024). dynConfiR: The R package for sequential sampling models of decision confidence. PsyArXiv. doi:10.31234/osf.io/e354s | pre-print|

Röseler, L., Kaiser, L., Doetsch, C. A., Klett, N., Seida, C., Schütz, A., Aczel, B., Adelina, N., Agostini, V., Alarie, S., Albayarak-Aydemir, N., Aldoh, A., Al-Hoorie, A. H., Azevedo, F., Baker, B. J., Barth, C. L., Beitner, J. , Brick, C., … Rausch, M., … Zhang, Y. (2024). The Replication Database: Documenting the Replicability of Psychological Science. MetaArXiv. doi:10.31222/osf.io/me2ub | pre-print | data | ShinyApp

Rausch, M., & Hellmann, S. (2024). statConfR: An R Package for Static Models of Decision Confidence and Metacognition. PsyArXiv. doi:10.31234/osf.io/dk6mr | pre-print | development version of the package | released version of the package

Hellmann, S., Zehetleitner, M., & Rausch, M. (2024). Confidence is influenced by evidence accumulation time in dynamical decision models. PsyArXiv. doi:10.31234/osf.io/5ze8t | pre-print | data and code

Publications in peer-reviewed journals

Rausch, M., Hellmann, S., & Zehetleitner, M. (2023). Measures of metacognitive efficiency across cognitive models of decision confidence. Psychological Methods. doi:10.1037/met0000634 | accepted author manuscript | data and code

Rausch, M., & Zehetleitner, M. (2023). Evaluating false positive rates of standard and hierarchical measures of metacognitive accuracy. Metacognition & Learning, 18, 863–889. doi:10.1007/s11409-023-09353-y | full text | simulated data and code

Hellmann, S., Zehetleitner, M., & Rausch, M. (2023). Simultaneous modeling of choice, confidence, and response time in visual perception. Psychological Review, 130(6), 1521–1543. doi:10.1037/rev0000411 | accepted author manuscript | data and code

Rausch, M., Hellmann, S., & Zehetleitner, M. (2021). Modelling visibility judgments using models of decision confidence. Attention, Perception, and Psychophysics, 83(8), 3311-3336. doi:10.3758/s13414-021-02284-3 | full text | data and code

Rausch, M., Zehetleitner, M., Steinhauser, M., & Maier, M. E. (2020). Cognitive modelling reveals distinct electrophysiological markers of decision confidence and error monitoring. NeuroImage, 218, 116963. doi:10.1016/j.neuroimage.2020.116963 | full text | data and code

Rahnev, D., Desender, K., Lee, A. L. F., Adler, W. T., Aguilar-Lleyda, D., Akdoğan, B., Arbuzova, P., Atlas, L. Y., Balcı, F., Bang, J. W., Bègue, I., Birney, D. P., Brady, T. F., Calder-Travis, J., Chetverikov, A., Clark, T. K., Davranche, K., Denison, R. N., … Rausch, M., … Zylberberg, A. (2020). The Confidence Database. Nature Human Behaviour, 4, 317–325. doi:10.1038/s41562-019-0813-1 | full text from publisher | data and code

Rausch, M., & Zehetleitner, M. (2019). The folded X-pattern is not necessarily a statistical signature of decision confidence. PLoS Computational Biology, 15(10), e1007456. doi:10.1371/journal.pcbi.1007456 | full text | data and code

Rausch, M., Hellmann, S., & Zehetleitner, M. (2018). Confidence in masked orientation judgments is informed by both evidence and visibility. Attention, Perception, and Psychophysics, 80(1), 134–154. doi:10.3758/s13414-017-1431-5 | full text from publisher | data and code

Schlagbauer, B., Rausch, M., Zehetleitner, M., Müller, H. J., & Geyer, T. (2018). Contextual cueing of visual search is associated with greater subjective experience of the search display configuration. Neuroscience of Consciousness, 4(1), niy001. doi:10.1093/nc/niy001 | full text | data and code

Rausch, M., & Zehetleitner, M. (2017). Should metacognition be measured by logistic regression? Consciousness and Cognition, 49, 291–312. doi:10.1016/j.concog.2017.02.00 | accepted author manuscript | data and code

Rausch, M., & Zehetleitner, M. (2016). Visibility is not equivalent to confidence in a low contrast orientation discrimination task. Frontiers in Psychology, 7, 591. doi:10.3389/fpsyg.2016.00591 | full text | data and code

Rausch, M., Müller, H. J., & Zehetleitner, M. (2015). Metacognitive sensitivity of subjective reports of decisional confidence and visual experience. Consciousness and Cognition, 35, 192–205. doi:10.1016/j.concog.2015.02.011 | accepted author manuscript

Rausch, M., & Zehetleitner, M. (2014). A comparison between a visual analogue scale and a four point scale as measures of conscious experience of motion. Consciousness and Cognition, 28(1), 126–140. doi:10.1016/j.concog.2014.06.012 | accepted author manuscript

Zehetleitner, M., & Rausch, M. (2013)*. Being confident without seeing: What subjective measures of visual consciousness are about. Attention, Perception, and Psychophysics, 75(7), 1406–1426. doi:10.3758/s13414-013-0505-2 | full text from publisher