Publications are listed under my previous name, Hannah Metzler.
For the general public
- Metzler, H. (2024). Mythos Fehlinformation: Warum soziale Medien weniger gefährlich sind, als wir denken, Spektrum der Wissenschaft online and in the print edition Spektrum - Die Woche 35/2024. On political misinformation, propaganda, elections, algorithms and AI. Author version of the article.
- Metzler, H. (2023). Emotions and group dynamics around misinformation on social media, Chapter 4, Synthesis Report on Climate misinformation in a climate of misinformation, Stockholm Resilience Centre.
- Metzler, H., Pellert, M., & Garcia, D. (2022). Using social media data to capture emotions before and during COVID-19. World Happiness Report, 75–104.
- Bouchat, P., Metzler, H., & Rimé, B. (2020). Crise et pandémie. Impact émotionnel et psychosocial du confinement. [Crisis and pandemics. Emotional and psychosocial impact of containment]. Le Journal des psychologues, (8), 14-20.
Pre-prints & manuscripts under review
- Garcia, D., Pellert, M., Lasser, J., & Metzler, H. (2021). Social media emotion macroscopes reflect emotional experiences in society at large. ArXiv:2107.13236 [Cs]. http://arxiv.org/abs/2107.13236.
- Lühring, J., Garcia, D., Waldherr, A., Lasser, J., Shetty, A., & Metzler, H. (2025). Quantifying the Causal Effects of Misinformation on Engagement and Emotions on Social Media. PsyArXiv. https://doi.org/10.31234/osf.io/cemw7_v1
Journal articles
- Galaz, V., Metzler, H., Schill, C., Lindahl, T., Daume, S., Marklund, A., …, Peters, H. (2025). Artificial intelligence, digital social networks, and climate emotions. Npj Climate Action, 4(1), 1–9. https://doi.org/10.1038/s44168-025-00225-6
- Lühring, J., Metzler, H., Lazzaroni, R., Shetty, A., & Lasser, J. (2025). Best practices for source-based research on misinformation and news trustworthiness using NewsGuard. Journal of Quantitative Description: Digital Media, 5. https://doi.org/10.51685/jqd.2025.003
- Lühring, J.*, Shetty, A.*, Koschmieder, C., Garcia, D., Waldherr, A., & Metzler, H. (2024). Emotions in misinformation studies: Distinguishing affective state from emotional response and misinformation recognition from acceptance. Cognitive Research: Principles and Implications, 9(1), 82. https://doi.org/10.1186/s41235-024-00607-0. Data, Code, Pre-registration & SI.
- Brohmer, H., Hofer, G., … Athenstaedt, U. (2024). Effects of the Generic Masculine and its Alternatives in Germanophone countries - A Multi-lab Replication and Extension of Stahlberg, Sczesny, and Braun, 2001. International Review of Social Psychology, 37(1), 17. https://doi.org/10.5334/irsp.522
- Metzler, H., Baginski, H., Garcia, D., & Niederkrotenthaler, T. (2024). A machine learning approach to detect potentially harmful and protective suicide-related content in broadcast media . PLOS ONE, 19(5), e0300917. https://doi.org/10.1371/journal.pone.0300917. Code, data & models.
- Niederkrotenthaler, T., Metzler, H., Z., Till, B., Lake, A. H., Noble, E., Chowdhury, S., Gonzalez, F., Garcia, D., Draper, J., Murphy, S., & Gould, M. (2024). “Breaking the Silence” Suicide Prevention Media Campaign in Oregon, April 7–14, 2019: Content Analysis of Broadcast, Print and Online Media Items, and Social Media Footprint. Crisis, 0227-5910/a000955. https://doi.org/10.1027/0227-5910/a000955. PDF
- Aroyehun, S.T., Malik, L., Metzler, H., Haimerl, N., Di Natale, A., & Garcia, D. (2023) LEIA: Linguistic Embeddings for the Identification of Affect. EPJ Data Science, 12, 52. https://doi.org/10.1140/epjds/s13688-023-00427-0
- Metzler, H., & Garcia, D. (2023). Social drivers and algorithmic mechanisms on digital media. Perspectives on Psychological Science 0(0). https://doi.org/10.1177/17456916231185057.
- Metzler, H., Vilarem, E., Petschen, A., & Grèzes, J. (2023). Power pose effects on approach and avoidance decisions in response to social threat, PLoSONE, 18(8): e0286904, https://doi.org/10.1371/journal.pone.0286904. Data & Code.
- Pontika, N., Klebel, T., Correia, A., Metzler, H., Knoth, P., & Ross-Hellauer, T. (2022). Indicators of research quality, quantity, openness and responsibility in institutional review, promotion and tenure policies across seven countries. Quantitative Science Studies, 1–49. https://doi.org/10.1162/qss_a_00224
- Metzler, H., Rimé, B., Pellert, M., Niederkrotenthaler, T., Natale, A. D., & Garcia, D. (2023). Collective Emotions during the COVID-19 Outbreak. Emotion, 23 (3), 844-858. . https://doi.org/10.1037/emo0001111. Data & Code. PDF.
- Niederkrotenthaler, T., Tran, U. S., Baginski, H., Sinyor, M., Strauss, M. J., Sumner, S. A., Voracek, M., Till, B., Murphy, S., Gonzalez, F., Gould, M., Garcia, D., Draper, J., & Metzler, H. (2023). Association of 7 million+ tweets featuring suicide-related content with daily calls to the Suicide Prevention Lifeline and with suicides, United States, 2016–2018. Australian & New Zealand Journal of Psychiatry, 57(7):994-1003. https://doi.org/10.1177/00048674221126649. Supplementary Appendix.
- Metzler, H., Baginski, H., Niederkrotenthaler, T., & Garcia, D. (2022). Detecting Potentially Harmful and Protective Suicide-related Content on Twitter: Machine Learning Approach. Journal of Medical Internet Research, 24(8), e34705. https://doi.org/10.2196/34705. Video summary. Code & data for model training and everything else.
- Pellert, M., Metzler, H., Matzenberger, M., & Garcia, D. (2022). Validating daily social media macroscopes of emotions. Scientific Reports, 12(1), 11236. https://doi.org/10.1038/s41598-022-14579-y
- Niederkrotenthaler, T., Laido, Z., Kirchner, S., Braun, M., Metzler, H., Waldhör, T., Strauss, M. J., Garcia, D., & Till, B. (2022). Mental health over nine months during the SARS-CoV2 pandemic: Representative cross-sectional survey in twelve waves between April and December 2020 in Austria. Journal of Affective Disorders, 296, 49–58. https://doi.org/10.1016/j.jad.2021.08.153
- Lasser, J., Ahne, V., Heiler, G., Klimek, P., Metzler, H., Reisch, T., Sprenger, M., Thurner, S., & Sorger, J. (2020). Complexity, transparency and time pressure: Practical insights into science communication in times of crisis. Journal of Science Communication, 19(5), N01.
- Pellert, M., Lasser, J., Metzler, H., & Garcia, D. (2020). Dashboard of sentiment in Austrian social media during COVID-19. Frontiers in Big Data, 3. Preprint.
- Metzler, H., & Grèzes, J. (2019). Repeatedly adopting power postures does not affect hormonal correlates of dominance and affiliative behavior. PeerJ, 7, e6726. Data & Code
- Chadwick, M.*, Metzler, H.*, Tijus, C., Armony, J.°, Grèzes, J.° (2019). Stimulus and observer characteristics jointly determine the relevance of threatening facial expressions and their interaction with attention. Motivation and Emotion, 43(2), 299–312. *°Authors contributed equally. https://doi.org/10.1007/s11031-018-9730-2
- Radke, S., Seidel, E. M., Boubela, R. N., Thaler, Metzler, H., … Derntl, B. (2018). Immediate and delayed neuroendocrine responses to social exclusion in males and females. Psychoneuroendocrinology, 93, 56–64.
- Kogler, L., Seidel, E.M., Metzler, H., Thaler, Boubela, R., … Derntl, B. (2017). Impact of self-esteem and sex on stress reactions. Scientific Reports 7, 17210.
- Seidel, E. M., Silani, G., Metzler, H., Thaler, H., Lamm, C., Gur, R. C., … Derntl, B. (2013). The impact of social exclusion vs. inclusion on subjective and hormonal reactions in females and males. Psychoneuroendocrinology, 38(12), 2925–2932.
PhD dissertation and diploma thesis
- Metzler, H. (2018). The influence of bodily actions on social perception and behaviour: Assessing effects of power postures [Doctoral Dissertation Thesis]. Paris: Sorbonne University.
- Metzler, H. (2013). Sex differences in neural and hormonal responses to achievement stress [Diploma thesis]. Faculty of Psychology, University of Vienna.