{"id":695066,"date":"2026-06-10T06:20:19","date_gmt":"2026-06-10T06:20:19","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/695066\/"},"modified":"2026-06-10T06:20:19","modified_gmt":"2026-06-10T06:20:19","slug":"a-reporting-checklist-for-large-language-models-in-behavioural-science","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/695066\/","title":{"rendered":"A reporting checklist for large language models in behavioural science"},"content":{"rendered":"<p class=\"c-article-author-affiliation__address\">LMU Munich, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Stefan Feuerriegel,\u00a0Kerstin Forster,\u00a0Dominique Geissler,\u00a0Abdurahman Maarouf,\u00a0Sebastian Maier\u00a0&amp;\u00a0Barbara Plank<\/p>\n<p class=\"c-article-author-affiliation__address\">Munich Center for Machine Learning, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Stefan Feuerriegel,\u00a0Kerstin Forster,\u00a0Dominique Geissler,\u00a0Abdurahman Maarouf\u00a0&amp;\u00a0Sebastian Maier<\/p>\n<p class=\"c-article-author-affiliation__address\">New York University, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Christopher Barrie,\u00a0Jay J. Van Bavel,\u00a0Simone Zhang\u00a0&amp;\u00a0Steve Rathje<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychology, Princeton University, Princeton, NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">M. J. Crockett,\u00a0Dan-Mircea Mirea\u00a0&amp;\u00a0Thomas L. Griffiths<\/p>\n<p class=\"c-article-author-affiliation__address\">University Center for Human Values, Princeton University, Princeton, NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">M. J. Crockett<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychology and Neural Science, New York University, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Laura K. Globig<\/p>\n<p class=\"c-article-author-affiliation__address\">Princeton University, Princeton, NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Killian L. McLoughlin\u00a0&amp;\u00a0Arthur Spirling<\/p>\n<p class=\"c-article-author-affiliation__address\">Stanford NLP Group, Stanford University, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Diyi Yang<\/p>\n<p class=\"c-article-author-affiliation__address\">Stanford Institute for Human-Centered Artificial Intelligence (HAI), Stanford University, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Diyi Yang<\/p>\n<p class=\"c-article-author-affiliation__address\">Allen School of Computer Science &amp; Engineering, University of Washington, Seattle, WA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tim Althoff<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Colorado Boulder, Boulder, CO, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Maria Antoniak\u00a0&amp;\u00a0Alexandra A. Siegel<\/p>\n<p class=\"c-article-author-affiliation__address\">Purdue University, West Lafayette, IN, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lisa P. Argyle<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychology, Harvard University, Cambridge, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ashwini Ashokkumar<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Mohammad Atari<\/p>\n<p class=\"c-article-author-affiliation__address\">Carnegie Mellon Institute for Strategy and Technology, Carnegie Mellon University, Pittsburgh, PA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Hannah Bailey<\/p>\n<p class=\"c-article-author-affiliation__address\">Goethe University Frankfurt, Frankfurt, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kevin Bauer<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Cambridge, Cambridge, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Umang Bhatt,\u00a0Tiancheng Hu\u00a0&amp;\u00a0Yara Kyrychenko<\/p>\n<p class=\"c-article-author-affiliation__address\">City University of Hong Kong, Hong Kong, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yidong Chai<\/p>\n<p class=\"c-article-author-affiliation__address\">Indian Institute of Technology Delhi, New Delhi, India<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tanmoy Chakraborty<\/p>\n<p class=\"c-article-author-affiliation__address\">Indian Institute of Technology Delhi, Abu Dhabi, UAE<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tanmoy Chakraborty<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Public and International Affairs, City University of Hong Kong, Hong Kong, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yanto Chandra<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Journalism and Communication, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Huimin Chen<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Computer Science and AI Interdisciplinary Institute at Maryland, University of Maryland-College Park, College Park, MD, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Hal Daum\u00e9 III<\/p>\n<p class=\"c-article-author-affiliation__address\">CENTAI, Turin, Italy<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Gianmarco De Francisci Morales<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Southern California, Los Angeles, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Morteza Dehghani\u00a0&amp;\u00a0Angel Hsing-Chi Hwang<\/p>\n<p class=\"c-article-author-affiliation__address\">Complexity Science Hub; The Ohio State University, Columbus, OH, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Danica Dillion<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychology, Stanford University, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Johannes C. Eichstaedt<\/p>\n<p class=\"c-article-author-affiliation__address\">Decision Sciences, INSEAD, Paris, France<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Johannes C. Eichstaedt<\/p>\n<p class=\"c-article-author-affiliation__address\">The Ohio State University, Columbus, OH, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kurt Gray\u00a0&amp;\u00a0Huan Sun<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Computer Science, Princeton University, Princeton,  NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Thomas L. Griffiths<\/p>\n<p class=\"c-article-author-affiliation__address\">TUM School of Management, Technical University of Munich, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Hartmann Jochen<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Economics, University of Exeter, Exeter, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Oliver P. Hauser<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute for Data Science and Artificial Intelligence, University of Exeter, Exeter, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Oliver P. Hauser<\/p>\n<p class=\"c-article-author-affiliation__address\">Societies, Inc, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">James K. He<\/p>\n<p class=\"c-article-author-affiliation__address\">National Law School of India University, Bengaluru, India<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rahul Hemrajani<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Economics, University of Innsbruck, Innsbruck, Austria<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Felix Holzmeister<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Anna A. Ivanova<\/p>\n<p class=\"c-article-author-affiliation__address\">Research Center Trustworthy Data Science and Security, University Duisburg-Essen, Duisburg, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nils K\u00f6bis<\/p>\n<p class=\"c-article-author-affiliation__address\">Harvard University, Cambridge, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Himabindu Lakkaraju<\/p>\n<p class=\"c-article-author-affiliation__address\">Hong Kong University of Science and Technology, Hong Kong, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jia Liu<\/p>\n<p class=\"c-article-author-affiliation__address\">WHU &#8211; Otto Beisheim School of Management, Vallendar, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lennart Meincke<\/p>\n<p class=\"c-article-author-affiliation__address\">Mack Institute for Innovation Management, The Wharton School, University of Pennsylvania, Philadelphia, PA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lennart Meincke<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Michigan, Ann Arbor, MI, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rada Mihalcea<\/p>\n<p class=\"c-article-author-affiliation__address\">Oxford Internet Institute, University of Oxford, Oxford, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Brent Mittelstadt<\/p>\n<p class=\"c-article-author-affiliation__address\">Weizenbaum Institute, Berlin, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Brent Mittelstadt<\/p>\n<p class=\"c-article-author-affiliation__address\">National Research Council, Ottawa, Ontario, Canada<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Saif M. Mohammad<\/p>\n<p class=\"c-article-author-affiliation__address\">Cornell Tech, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Mor Naaman\u00a0&amp;\u00a0Angelina Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">Columbia University, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Oded Netzer<\/p>\n<p class=\"c-article-author-affiliation__address\">KAIST, Daejeon, South Korea<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Alice Oh<\/p>\n<p class=\"c-article-author-affiliation__address\">The University of Texas at Austin, Austin, TX, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Desmond C. Ong<\/p>\n<p class=\"c-article-author-affiliation__address\">Politecnico di Milano, Milan, Italy<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Francesco Pierri<\/p>\n<p class=\"c-article-author-affiliation__address\">Max Planck Institute for Human Development, Center for Humans &amp; Machines, Berlin, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Iyad Rahwan<\/p>\n<p class=\"c-article-author-affiliation__address\">New York University Abu Dhabi, Abu Dhabi, United Arab Emirates<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Talal Rahwan<\/p>\n<p class=\"c-article-author-affiliation__address\">International Institute of Information Technology Bangalore, Bengaluru, India<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pooja S. B. Rao<\/p>\n<p class=\"c-article-author-affiliation__address\">Colby College, Waterville, ME, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Claire E. Robertson<\/p>\n<p class=\"c-article-author-affiliation__address\">Microsoft Research, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">David M. Rothschild\u00a0&amp;\u00a0Jennifer Wortman Vaughan<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Sociology, Princeton University, Princeton, NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Matthew J. Salganik<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute for Human-Centered AI, Helmholtz Computational Health Center, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Eric Schulz<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Washington, Seattle, WA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chirag Shah<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Lausanne, Lausanne, Switzerland<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yash Raj Shrestha<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Amsterdam, Amsterdam, Netherlands<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ekaterina Shutova<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychology, Ben-Gurion University of the Negev, Beersheba, Israel<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Almog Simchon<\/p>\n<p class=\"c-article-author-affiliation__address\">Technical University of Munich, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Malte Toetzke<\/p>\n<p class=\"c-article-author-affiliation__address\">Max Planck Institute for Innovation and Competition, Munich, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Malte Toetzke<\/p>\n<p class=\"c-article-author-affiliation__address\">Norwegian School of Economics, Bergen, Norway<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jay J. Van Bavel<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute for Data, Systems, and Society (IDSS), MIT, Cambridge, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Michelle Vaccaro<\/p>\n<p class=\"c-article-author-affiliation__address\">Health Ethics and Policy Lab, ETH Zurich, Zurich, Switzerland<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Effy Vayena<\/p>\n<p class=\"c-article-author-affiliation__address\">Universidade Federal de Minas Gerais, Belo Horizonte, Brazil<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pedro O. S. Vaz-de-Melo<\/p>\n<p class=\"c-article-author-affiliation__address\">Data &amp; Society Research Institute, New York, NY, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Briana Vecchione<\/p>\n<p class=\"c-article-author-affiliation__address\">EPFL, Lausanne, Switzerland<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Robert West<\/p>\n<p class=\"c-article-author-affiliation__address\">Stanford University, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Robb Willer<\/p>\n<p class=\"c-article-author-affiliation__address\">Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dirk U. Wulff<\/p>\n<p class=\"c-article-author-affiliation__address\">Faculty of Psychology, University of Basel, Basel, Switzerland<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dirk U. Wulff<\/p>\n<p class=\"c-article-author-affiliation__address\">Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Renwen Zhang<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Computer Science, Princeton University, Princeton, NJ, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Manoel Horta Ribeiro<\/p>\n<p>The core team members (C.B., M.J.C., S.F., L.K.G., K.L.M., D.-M.M., M.H.R., S.R., A. Spirling and D.Y.) prepared the first version of the checklist items and reviewed the feedback from the Delphi study. S.F. conducted the survey study, analysed the data and drafted the initial version of the manuscript, with feedback from the core team members. All authors participated as experts in the Delphi survey and reviewed and edited the manuscript.<\/p>\n","protected":false},"excerpt":{"rendered":"LMU Munich, Munich, Germany Stefan Feuerriegel,\u00a0Kerstin Forster,\u00a0Dominique Geissler,\u00a0Abdurahman Maarouf,\u00a0Sebastian Maier\u00a0&amp;\u00a0Barbara Plank Munich Center for Machine Learning, Munich, Germany&hellip;\n","protected":false},"author":2,"featured_media":695067,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[18667,18670,257,18666,18668,8873,18669,122736,79,7271,60339],"class_list":["post-695066","post","type-post","status-publish","format-standard","has-post-thumbnail","category-science","tag-behavioral-sciences","tag-experimental-psychology","tag-general","tag-life-sciences","tag-microeconomics","tag-neurosciences","tag-personality-and-social-psychology","tag-research-management","tag-science","tag-software","tag-technology-and-society"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/695066","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=695066"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/695066\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/695067"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=695066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=695066"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=695066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}