Publikationen von Hannah Metzler
2024
- Metzler H., Garcia D.
Social Drivers and Algorithmic Mechanisms on Digital Media.
Perspectives on Psychological Science 19(5), 735–748, (2024) [bib]
@ARTICLE{metzler2024sdam735748, author = {Metzler, H.~ and Garcia, D.~}, title = {Social Drivers and Algorithmic Mechanisms on Digital Media.}, journal = {Perspectives on Psychological Science}, year = {2024}, volume = {19}, number = {5}, pages = {735--748}, issn = {1745-6916}, doi = {10.1177/17456916231185057} } - Metzler H., Baginski H., Garcia D., Niederkrotenthaler T.
A Machine Learning Approach to Detect Potentially Harmful and Protective Suiciderelated Content in Broadcast Media.
PLoS One 19(5):e0300917, (2024) [bib]
@ARTICLE{metzler2024amlae0300917, author = {Metzler, H.~ and Baginski, H.~ and Garcia, D.~ and Niederkrotenthaler, T.~}, title = {A Machine Learning Approach to Detect Potentially Harmful and Protective Suiciderelated Content in Broadcast Media.}, journal = {PLoS One}, year = {2024}, volume = {19}, number = {5}, pages = {e0300917}, doi = {10.1371/journal.pone.0300917}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193206558\&doi=10.1371%2fjournal.pone.0300917\&partnerID=40\&md5=33036c0dd12d5c93754d1c6416ece5a2} } - Niederkrotenthaler T., Metzler H., Laido Z., Till B., Lake A., Noble E., Chowdhury S., Gonzalez F., Garcia D., Draper J., Murphy S., Gould M.
“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, (2024) [bib]
@ARTICLE{niederkrotenthaler2024bssp, author = {Niederkrotenthaler, T.~ and Metzler, H.~ and Laido, Z.~ and Till, B.~ and Lake, A.~ and Noble, E.~ and Chowdhury, S.~ and Gonzalez, F.~ and Garcia, D.~ and Draper, J.~ and Murphy, S.~ and Gould, M.~}, title = {“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.}, journal = {Crisis}, year = {2024}, issn = {0227-5910}, doi = {10.1027/0227-5910/a000955} }
2023
- Aroyehun S.T., Malik L., Metzler H., Haimerl N., Di Natale A., Garcia D.
LEIA: Linguistic Embeddings for the Identification of Affect.
EPJ Data Science 12:52, (2023) [bib]
@ARTICLE{aroyehun2023llei52, author = {Aroyehun, S.T.~ and Malik, L.~ and Metzler, H.~ and Haimerl, N.~ and Di Natale, A.~ and Garcia, D.~}, title = {LEIA: Linguistic Embeddings for the Identification of Affect.}, journal = {EPJ Data Science}, year = {2023}, volume = {12}, pages = {52}, issn = {2193-1127}, doi = {10.1140/epjds/s13688-023-00427-0}, keywords = {Natural language processing;Transfer learning;Emotion detection;Social media} } - Niederkrotenthaler T., Tran U., Baginski H., Sinyor M., Strauss M., Sumner S., Voracek M., Till B., Murphy S., Gonzalez F., Gould M., Garcia D., Draper J., Metzler H.
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 and New Zealand Journal of Psychiatry 57(7), 994–1003, (2023) [bib]
@ARTICLE{niederkrotenthaler2023a7mt9941003, author = {Niederkrotenthaler, T.~ and Tran, U.~ and Baginski, H.~ and Sinyor, M.~ and Strauss, M.~ and Sumner, S.~ and Voracek, M.~ and Till, B.~ and Murphy, S.~ and Gonzalez, F.~ and Gould, M.~ and Garcia, D.~ and Draper, J.~ and Metzler, H.~}, title = {Association of 7 Million+ Tweets Featuring Suicide-Related Content with Daily Calls to the Suicide Prevention Lifeline and with Suicides, United States, 2016–2018.}, journal = {Australian and New Zealand Journal of Psychiatry}, year = {2023}, volume = {57}, number = {7}, pages = {994--1003}, issn = {0004-8674}, doi = {10.1177/00048674221126649} } - Metzler H., Rimé B., Pellert M., Niederkrotenthaler T., Di Natale A., Garcia D.
Collective Emotions during the COVID-19 Outbreak.
Emotion 23(3), 844–858, (2023) [bib]
@ARTICLE{metzler2023cedc844858, author = {Metzler, H.~ and Rimé, B.~ and Pellert, M.~ and Niederkrotenthaler, T.~ and Di Natale, A.~ and Garcia, D.~}, title = {Collective Emotions during the COVID-19 Outbreak.}, journal = {Emotion}, year = {2023}, volume = {23}, number = {3}, pages = {844--858}, issn = {1931-1516 1528-3542}, doi = {10.1037/emo0001111} } - Metzler H., Vilarem E., Petschen A., Grèzes J.
Power Pose Effects on Approach and Avoidance Decisions in Response to Social Threat.
PLoS One 18(8):e0286904, (2023) [bib]
@ARTICLE{metzler2023ppeae0286904, author = {Metzler, H.~ and Vilarem, E.~ and Petschen, A.~ and Grèzes, J.~}, title = {Power Pose Effects on Approach and Avoidance Decisions in Response to Social Threat.}, journal = {PLoS One}, year = {2023}, volume = {18}, number = {8}, pages = {e0286904}, issn = {1932-6203}, doi = {10.1371/journal.pone.0286904} }
2022
- Pontika N., Klebel T., Correia A., Metzler H., Knoth P., Ross-Hellauer T.
Indicators of Research Quality, Quantity, Openness, and Responsibility in Institutional Review, Promotion, and Tenure Policies across Seven Countries.
Quantitative Science Studies 3(4), 888–911, (2022) [bib]
@ARTICLE{pontika2022irqq888911, author = {Pontika, N.~ and Klebel, T.~ and Correia, A.~ and Metzler, H.~ and Knoth, P.~ and Ross-Hellauer, T.~}, title = {Indicators of Research Quality, Quantity, Openness, and Responsibility in Institutional Review, Promotion, and Tenure Policies across Seven Countries.}, journal = {Quantitative Science Studies}, year = {2022}, volume = {3}, number = {4}, pages = {888--911}, issn = {2641-3337}, doi = {10.1162/qss_a_00224} } - Metzler H., Baginski H., Niederkrotenthaler T., Garcia D.
Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach.
Journal of Medical Internet Research 24(8):e34705, (2022) [bib]
@ARTICLE{metzler2022dphpe34705, author = {Metzler, H.~ and Baginski, H.~ and Niederkrotenthaler, T.~ and Garcia, D.~}, title = {Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach.}, journal = {Journal of Medical Internet Research}, year = {2022}, volume = {24}, number = {8}, pages = {e34705}, issn = {1438-8871}, doi = {10.2196/34705}, keywords = {machine learning;Twitter;social media;deep learning;suicide prevention} } - Pellert M., Metzler H., Matzenberger M., Garcia D.
Validating Daily Social Media Macroscopes of Emotions.
Scientific Reports 12:11236, (2022) [bib]
@ARTICLE{pellert2022vdsm11236, author = {Pellert, M.~ and Metzler, H.~ and Matzenberger, M.~ and Garcia, D.~}, title = {Validating Daily Social Media Macroscopes of Emotions.}, journal = {Scientific Reports}, year = {2022}, volume = {12}, pages = {11236}, issn = {2045-2322}, doi = {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.
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, (2022) [bib]
@ARTICLE{niederkrotenthaler2022mhon4958, author = {Niederkrotenthaler, T.~ and Laido, Z.~ and Kirchner, S.~ and Braun, M.~ and Metzler, H.~ and Waldh{\"o}r, T.~ and Strauss, M.J.~ and Garcia, D.~ and Till, B.~}, title = {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 = {Journal of Affective Disorders}, year = {2022}, volume = {296}, pages = {49--58}, doi = {10.1016/j.jad.2021.08.153}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115788619\&doi=10.1016%2fj.jad.2021.08.153\&partnerID=40\&md5=1bafbea515146a7d5e2b653640a619e4} }
2020
- Pellert M., Lasser J., Metzler H., Garcia D.
Dashboard of Sentiment in Austrian Social Media during COVID-19.
Frontiers in Big Data 3:32, (2020) [bib]
@ARTICLE{pellert2020dsas32, author = {Pellert, M.~ and Lasser, J.~ and Metzler, H.~ and Garcia, D.~}, title = {Dashboard of Sentiment in Austrian Social Media during COVID-19.}, journal = {Frontiers in Big Data}, year = {2020}, volume = {3}, pages = {32}, issn = {2624-909X}, doi = {10.3389/fdata.2020.00032}, keywords = {COVID-19;affective sciences;collective emotions;dashboard;digital traces;real-time monitoring;social media;webscraping} } - Lasser J., Ahne V., Heiler G., Klimek P., Metzler H., Reisch T., Sprenger M., Thurner S., Sorger J.
Complexity, Transparency and Time Pressure: Practical Insights into Science Communication in Times of Crisis.
Journal of Science Communication 19(5), 1–21, (2020) [bib]
@ARTICLE{lasser2020cttp121, author = {Lasser, J.~ and Ahne, V.~ and Heiler, G.~ and Klimek, P.~ and Metzler, H.~ and Reisch, T.~ and Sprenger, M.~ and Thurner, S.~ and Sorger, J.~}, title = {Complexity, Transparency and Time Pressure: Practical Insights into Science Communication in Times of Crisis.}, journal = {Journal of Science Communication}, year = {2020}, volume = {19}, number = {5}, pages = {1--21}, doi = {10.22323/2.19050801}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85095953932\&doi=10.22323%2f2.19050801\&partnerID=40\&md5=2ff8f127a58627061090b9531380fdb4} }