Publications of Stefan M. Herzog

Herzog, S. M., & Hertwig, R. (2025). Boosting: Empowering citizens with behavioral science. Annual Review of Psychology, 76, 851–881. https://doi.org/10.1146/annurev-psych-020924-124753

Kopsacheilis, O., Analytis, P. P., Kaushik, K., Herzog, S. M., Bahrami, B., & Deroy, O. (2025). Crowdsourcing the assessment of wine quality: Vivino ratings, professional critics, and the weather. Journal of Wine Economics, 19(3), 285–304. https://doi.org/10.1017/jwe.2024.20

Lopez-Lopez, E., & Herzog, S. M. (in press). Surfacing citizens’ policy perspectives at scale in the age of LLMs. Behavioral Science & Policy.

Zöller, N., Berger, J., Lin, I., Fu, N., Komarneni, J., Barabucci, G., Laskowski, K., Shia, V., Harack, B., Chu, E. A., Trianni, V., Kurvers, R. H. J. M., & Herzog, S. M. (2025). Human-AI collectives most accurately diagnose clinical vignettes. Proceedings of the National Academy of Sciences of the United States of America, 122(24), Article e2426153122. https://doi.org/10.1073/pnas.2426153122

Blanchard, M. D., Herzog, S. M., Kämmer, J. E., Zöller, N., Kostopoulou, O., & Kurvers, R. H. J. M. (2024). Collective intelligence increases diagnostic accuracy in a general practice setting. Medical Decision Making, 44(4), 451–462. https://doi.org/10.1177/0272989X241241001

Burton, J. W., Lopez-Lopez, E., Hechtlinger, S., Rahwan, Z., Aeschbach, S., Bakker, M. A., Becker, J. A., Berditchevskaia, A., Berger, J., Brinkmann, L., Flek, L., Herzog, S. M., Huang, S., Kapoor, S., Narayanan, A., Nussberger, A.-M., Yasseri, T., Nickl, P., Almaatouq, A., Hahn, U., Kurvers, R. H. J. M., Leavy, S., Rahwan, I., Siddarth, D., Siu, A., Woolley, A. W., Wulff, D. U., & Hertwig, R. (2024). How large language models can reshape collective intelligence. Nature Human Behaviour, 8, 1643–1655. https://doi.org/10.1038/s41562-024-01959-9

Geers, M., Fischer, H., Lewandowsky, S., & Herzog, S. M. (2024). The political (a)symmetry of metacognitive insight into detecting misinformation. Journal of Experimental Psychology: General, 153(8), 1961–1972. https://doi.org/10.1037/xge0001600

Geers, M., Swire-Thompson, B., Lorenz-Spreen, P., Herzog, S. M., Kozyreva, A., & Hertwig, R. (2024). The online misinformation engagement framework. Current Opinion in Psychology, 55, Article 101739. https://doi.org/10.1016/j.copsyc.2023.101739

Hertwig, R., Herzog, S. M., & Kozyreva, A. (2024). Blinding to circumvent human biases: Deliberate ignorance in humans, institutions, and machines. Perspectives on Psychological Science, 19(5), 849–859. https://doi.org/10.1177/17456916231188052

Herzog, S. M., & Franklin, M. (2024). Boosting human competences with interpretable and explainable artificial intelligence. Decision, 11(4), 493–510. https://doi.org/10.1037/dec0000250