{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T03:25:03Z","timestamp":1772594703286,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":117,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T00:00:00Z","timestamp":1710720000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006374","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-2229876"],"award-info":[{"award-number":["IIS-2229876"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,3,18]]},"DOI":"10.1145\/3640543.3645199","type":"proceedings-article","created":{"date-parts":[[2024,4,5]],"date-time":"2024-04-05T18:23:12Z","timestamp":1712341392000},"page":"103-119","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":51,"title":["Enhancing AI-Assisted Group Decision Making through LLM-Powered Devil's Advocate"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9635-3385","authenticated-orcid":false,"given":"Chun-Wei","family":"Chiang","sequence":"first","affiliation":[{"name":"Purdue University, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1079-2043","authenticated-orcid":false,"given":"Zhuoran","family":"Lu","sequence":"additional","affiliation":[{"name":"Computer Science, Purdue University, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7143-9262","authenticated-orcid":false,"given":"Zhuoyan","family":"Li","sequence":"additional","affiliation":[{"name":"Purdue university, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7364-139X","authenticated-orcid":false,"given":"Ming","family":"Yin","sequence":"additional","affiliation":[{"name":"Purdue University, United States"}]}],"member":"320","published-online":{"date-parts":[[2024,4,5]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"[n. d.]. Google Bard. https:\/\/bard.google.com\/"},{"key":"e_1_3_2_2_2_1","volume-title":"Beyond fiasco: A reappraisal of the groupthink phenomenon and a new model of group decision processes.Psychological bulletin 113, 3","author":"Aldag J","year":"1993","unstructured":"Ramon\u00a0J Aldag and Sally\u00a0R Fuller. 1993. Beyond fiasco: A reappraisal of the groupthink phenomenon and a new model of group decision processes.Psychological bulletin 113, 3 (1993), 533."},{"key":"e_1_3_2_2_3_1","volume-title":"A review of predictive policing from the perspective of fairness. Artificial Intelligence and Law","author":"Alikhademi Kiana","year":"2022","unstructured":"Kiana Alikhademi, Emma Drobina, Diandra Prioleau, Brianna Richardson, Duncan Purves, and Juan\u00a0E Gilbert. 2022. A review of predictive policing from the perspective of fairness. Artificial Intelligence and Law (2022), 1\u201317."},{"key":"e_1_3_2_2_4_1","volume-title":"Artificial hallucinations in ChatGPT: implications in scientific writing. Cureus 15, 2","author":"Alkaissi Hussam","year":"2023","unstructured":"Hussam Alkaissi and Samy\u00a0I McFarlane. 2023. Artificial hallucinations in ChatGPT: implications in scientific writing. Cureus 15, 2 (2023)."},{"key":"e_1_3_2_2_5_1","volume-title":"Machine Bias. ProPublica","author":"Angwin Julia","year":"2016","unstructured":"Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. 2016. Machine Bias. ProPublica (2016). URL: https:\/\/www. propublica. org\/article\/machine-bias-risk-asses sments-in-criminal-sentencing (2016)."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449163"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1609\/hcomp.v7i1.5285"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33012429"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445717"},{"key":"e_1_3_2_2_10_1","volume-title":"Language models are few-shot learners. Advances in neural information processing systems 33","author":"Brown Tom","year":"2020","unstructured":"Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared\u00a0D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020), 1877\u20131901."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449287"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359206"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1080\/10417948709372710"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581015"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447535.3462487"},{"key":"e_1_3_2_2_16_1","volume-title":"Exploring the Effects of Machine Learning Literacy Interventions on Laypeople\u2019s Reliance on Machine Learning Models. In 27th International Conference on Intelligent User Interfaces. 148\u2013161","author":"Chiang Chun-Wei","year":"2022","unstructured":"Chun-Wei Chiang and Ming Yin. 2022. Exploring the Effects of Machine Learning Literacy Interventions on Laypeople\u2019s Reliance on Machine Learning Models. In 27th International Conference on Intelligent User Interfaces. 148\u2013161."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02505022"},{"key":"e_1_3_2_2_18_1","unstructured":"Nancy\u00a0J Cooke Mustafa Demir and Nathan McNeese. 2016. Synthetic teammates as team players: Coordination of human and synthetic teammates. Technical Report. Cognitive Engineering Research Institute Mesa United States."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.5465\/ame.1990.4274710"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11218-017-9419-5"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580672"},{"key":"e_1_3_2_2_22_1","volume-title":"Team communication behaviors of the human-automation teaming. In 2016 IEEE international multi-disciplinary conference on cognitive methods in situation awareness and decision support (CogSIMA)","author":"Demir Mustafa","unstructured":"Mustafa Demir, Nathan\u00a0J McNeese, and Nancy\u00a0J Cooke. 2016. Team communication behaviors of the human-automation teaming. In 2016 IEEE international multi-disciplinary conference on cognitive methods in situation awareness and decision support (CogSIMA). IEEE, 28\u201334."},{"key":"e_1_3_2_2_23_1","first-page":"114","article-title":"Algorithm aversion: people erroneously avoid algorithms after seeing them err.Journal of Experimental Psychology","volume":"144","author":"Dietvorst J","year":"2015","unstructured":"Berkeley\u00a0J Dietvorst, Joseph\u00a0P Simmons, and Cade Massey. 2015. Algorithm aversion: people erroneously avoid algorithms after seeing them err.Journal of Experimental Psychology: General 144, 1 (2015), 114.","journal-title":"General"},{"key":"e_1_3_2_2_24_1","volume-title":"The accuracy, fairness, and limits of predicting recidivism. Science advances 4, 1","author":"Dressel Julia","year":"2018","unstructured":"Julia Dressel and Hany Farid. 2018. The accuracy, fairness, and limits of predicting recidivism. Science advances 4, 1 (2018), eaao5580."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.5555\/1289765.1289775"},{"key":"e_1_3_2_2_26_1","volume-title":"Conference on fairness, accountability and transparency. PMLR, 160\u2013171","author":"Ensign Danielle","year":"2018","unstructured":"Danielle Ensign, Sorelle\u00a0A Friedler, Scott Neville, Carlos Scheidegger, and Suresh Venkatasubramanian. 2018. Runaway feedback loops in predictive policing. In Conference on fairness, accountability and transparency. PMLR, 160\u2013171."},{"key":"e_1_3_2_2_27_1","volume-title":"Group discussion as interactive dialogue or as serial monologue: The influence of group size. Psychological science 11, 6","author":"Fay Nicolas","year":"2000","unstructured":"Nicolas Fay, Simon Garrod, and Jean Carletta. 2000. Group discussion as interactive dialogue or as serial monologue: The influence of group size. Psychological science 11, 6 (2000), 481\u2013486."},{"key":"e_1_3_2_2_28_1","volume-title":"A literature review of the anchoring effect. The journal of socio-economics 40, 1","author":"Furnham Adrian","year":"2011","unstructured":"Adrian Furnham and Hua\u00a0Chu Boo. 2011. A literature review of the anchoring effect. The journal of socio-economics 40, 1 (2011), 35\u201342."},{"key":"e_1_3_2_2_29_1","volume-title":"The common knowledge effect: Information sharing and group judgment.Journal of Personality and social Psychology 65, 5","author":"Gigone Daniel","year":"1993","unstructured":"Daniel Gigone and Reid Hastie. 1993. The common knowledge effect: Information sharing and group judgment.Journal of Personality and social Psychology 65, 5 (1993), 959."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.3200\/CTCH.57.1.45-50"},{"key":"e_1_3_2_2_31_1","volume-title":"Advances in psychology. Vol.\u00a052","author":"Hart G","unstructured":"Sandra\u00a0G Hart and Lowell\u00a0E Staveland. 1988. Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. In Advances in psychology. Vol.\u00a052. Elsevier, 139\u2013183."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2022.107451"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581025"},{"key":"e_1_3_2_2_34_1","volume-title":"Explanations as Features: LLM-Based Features for Text-Attributed Graphs. arXiv preprint arXiv:2305.19523","author":"He Xiaoxin","year":"2023","unstructured":"Xiaoxin He, Xavier Bresson, Thomas Laurent, and Bryan Hooi. 2023. Explanations as Features: LLM-Based Features for Text-Attributed Graphs. arXiv preprint arXiv:2305.19523 (2023)."},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584052"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.3115\/1150240"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3579628"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581196"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jesp.2014.07.011"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581503"},{"key":"e_1_3_2_2_41_1","first-page":"67","article-title":"The Drawbacks of Group Decision Making from a Psychological Aspect: The Pitfalls of Groupthink and How to Handle Them","volume":"16","author":"Johanna Farkas","year":"2016","unstructured":"Farkas Johanna. 2016. The Drawbacks of Group Decision Making from a Psychological Aspect: The Pitfalls of Groupthink and How to Handle Them. Magyar Rend\u00e9szet 16, 2 (2016), 67\u201378.","journal-title":"Magyar Rend\u00e9szet"},{"key":"e_1_3_2_2_42_1","volume-title":"Psychological entrapment in group decision making: An assigned decision rule and a groupthink phenomenon.Journal of personality and social psychology 65, 2","author":"Kameda Tatsuya","year":"1993","unstructured":"Tatsuya Kameda and Shinkichi Sugimori. 1993. Psychological entrapment in group decision making: An assigned decision rule and a groupthink phenomenon.Journal of personality and social psychology 65, 2 (1993), 282."},{"key":"e_1_3_2_2_43_1","volume-title":"Reliance on Algorithms. Late Errors on Users","author":"Kim Antino","year":"2020","unstructured":"Antino Kim, Mochen Yang, and Jingjng Zhang. 2020. When Algorithms Err: Differential Impact of Early vs. Late Errors on Users\u2019 Reliance on Algorithms. Late Errors on Users\u2019 Reliance on Algorithms (July 2020) (2020)."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449161"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501999"},{"key":"e_1_3_2_2_46_1","volume-title":"Towards a science of human-ai decision making: a survey of empirical studies. arXiv preprint arXiv:2112.11471","author":"Lai Vivian","year":"2021","unstructured":"Vivian Lai, Chacha Chen, Q\u00a0Vera Liao, Alison Smith-Renner, and Chenhao Tan. 2021. Towards a science of human-ai decision making: a survey of empirical studies. arXiv preprint arXiv:2112.11471 (2021)."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376873"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3514094.3534142"},{"key":"e_1_3_2_2_49_1","unstructured":"Zhuoyan Li Zhuoran Lu and Ming Yin. 2023. Modeling Human Trust and Reliance in AI-Assisted Decision Making: A Markovian Approach. (2023)."},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i5.25748"},{"key":"e_1_3_2_2_51_1","volume-title":"Decoding AI\u2019s Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making. arXiv preprint arXiv:2401.05840","author":"Li Zhuoyan","year":"2024","unstructured":"Zhuoyan Li, Zhuoran Lu, and Ming Yin. 2024. Decoding AI\u2019s Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making. arXiv preprint arXiv:2401.05840 (2024)."},{"key":"e_1_3_2_2_52_1","volume-title":"Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations. arXiv preprint arXiv:2310.07849","author":"Li Zhuoyan","year":"2023","unstructured":"Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu, and Ming Yin. 2023. Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations. arXiv preprint arXiv:2310.07849 (2023)."},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3479552"},{"key":"e_1_3_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580817"},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376727"},{"key":"e_1_3_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/3555562"},{"key":"e_1_3_2_2_57_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/337"},{"key":"e_1_3_2_2_58_1","volume-title":"Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making. arXiv preprint arXiv:2401.07058","author":"Lu Zhuoran","year":"2024","unstructured":"Zhuoran Lu, Dakuo Wang, and Ming Yin. 2024. Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making. arXiv preprint arXiv:2401.07058 (2024)."},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445562"},{"key":"e_1_3_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581058"},{"key":"e_1_3_2_2_61_1","volume-title":"The devil\u2019s advocate: A strategy to avoid groupthink and stimulate discussion in focus groups. Qualitative health research 7, 4","author":"MacDougall Colin","year":"1997","unstructured":"Colin MacDougall and Frances Baum. 1997. The devil\u2019s advocate: A strategy to avoid groupthink and stimulate discussion in focus groups. Qualitative health research 7, 4 (1997), 532\u2013541."},{"key":"e_1_3_2_2_62_1","volume-title":"A dialectical approach to strategic planning. Management science 15, 8","author":"Mason O","year":"1969","unstructured":"Richard\u00a0O Mason. 1969. A dialectical approach to strategic planning. Management science 15, 8 (1969), B\u2013403."},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2021.3086018"},{"key":"e_1_3_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594001"},{"key":"e_1_3_2_2_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585602"},{"key":"e_1_3_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.106852"},{"key":"e_1_3_2_2_67_1","volume-title":"Enhancement of dominant attitudes in group discussion.Journal of personality and social psychology 20, 3","author":"Myers G","year":"1971","unstructured":"David\u00a0G Myers and George\u00a0D Bishop. 1971. Enhancement of dominant attitudes in group discussion.Journal of personality and social psychology 20, 3 (1971), 386."},{"key":"e_1_3_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1177\/019251219301400204"},{"key":"e_1_3_2_2_69_1","doi-asserted-by":"publisher","DOI":"10.1002\/ejsp.58"},{"key":"e_1_3_2_2_70_1","doi-asserted-by":"publisher","DOI":"10.1002\/ejsp.2420130103"},{"key":"e_1_3_2_2_71_1","first-page":"27730","article-title":"Training language models to follow instructions with human feedback","volume":"35","author":"Ouyang Long","year":"2022","unstructured":"Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, 2022. Training language models to follow instructions with human feedback. Advances in Neural Information Processing Systems 35 (2022), 27730\u201327744.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_2_72_1","volume-title":"Overreliance on AI Literature Review. Microsoft Research","author":"Passi Samir","year":"2022","unstructured":"Samir Passi and Mihaela Vorvoreanu. 2022. Overreliance on AI Literature Review. Microsoft Research (2022)."},{"key":"e_1_3_2_2_73_1","volume-title":"The impact of ai on developer productivity: Evidence from github copilot. arXiv preprint arXiv:2302.06590","author":"Peng Sida","year":"2023","unstructured":"Sida Peng, Eirini Kalliamvakou, Peter Cihon, and Mert Demirer. 2023. The impact of ai on developer productivity: Evidence from github copilot. arXiv preprint arXiv:2302.06590 (2023)."},{"key":"e_1_3_2_2_74_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580907"},{"key":"e_1_3_2_2_75_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585628"},{"key":"e_1_3_2_2_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445315"},{"key":"e_1_3_2_2_77_1","volume-title":"Choice shifts in group discussion: An introductory review.Journal of personality and social psychology 20, 3","author":"Pruitt G","year":"1971","unstructured":"Dean\u00a0G Pruitt. 1971. Choice shifts in group discussion: An introductory review.Journal of personality and social psychology 20, 3 (1971), 339."},{"key":"e_1_3_2_2_78_1","doi-asserted-by":"publisher","DOI":"10.2196\/48659"},{"key":"e_1_3_2_2_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/3512930"},{"key":"e_1_3_2_2_80_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501967"},{"key":"e_1_3_2_2_81_1","volume-title":"Can Humanizing Voice Assistants Unleash the Potential of Voice Commerce?","author":"Reinkemeier Fabian","year":"2022","unstructured":"Fabian Reinkemeier, Ulrich Gnewuch, and Waldemar Toporowski. 2022. Can Humanizing Voice Assistants Unleash the Potential of Voice Commerce? (2022)."},{"key":"e_1_3_2_2_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584037"},{"key":"e_1_3_2_2_83_1","volume-title":"Understanding reliance on automation: effects of error type, error distribution, age and experience. Theoretical issues in ergonomics science 15, 2","author":"Sanchez Julian","year":"2014","unstructured":"Julian Sanchez, Wendy\u00a0A Rogers, Arthur\u00a0D Fisk, and Ericka Rovira. 2014. Understanding reliance on automation: effects of error type, error distribution, age and experience. Theoretical issues in ergonomics science 15, 2 (2014), 134\u2013160."},{"key":"e_1_3_2_2_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584066"},{"key":"e_1_3_2_2_85_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0749-5978(02)00001-8"},{"key":"e_1_3_2_2_86_1","volume-title":"The productive agency that drives collaborative learning. Collaborative learning: Cognitive and computational approaches 200","author":"Schwartz L","year":"1999","unstructured":"Daniel\u00a0L Schwartz. 1999. The productive agency that drives collaborative learning. Collaborative learning: Cognitive and computational approaches 200 (1999)."},{"key":"e_1_3_2_2_87_1","first-page":"40","article-title":"An Empirical Evaluation of Dialectial Inquiry, Devil\u2019s Advocate, and Consensus Approaches to Strategic Decision Making.. In Academy of Management Proceedings, Vol.\u00a01985. Academy of Management Briarcliff Manor","volume":"10510","author":"Schweiger M","year":"1985","unstructured":"David\u00a0M Schweiger, William\u00a0R Sandberg, and James\u00a0W Ragan. 1985. An Empirical Evaluation of Dialectial Inquiry, Devil\u2019s Advocate, and Consensus Approaches to Strategic Decision Making.. In Academy of Management Proceedings, Vol.\u00a01985. Academy of Management Briarcliff Manor, NY 10510, 40\u201344.","journal-title":"NY"},{"key":"e_1_3_2_2_88_1","volume-title":"Group approaches for improving strategic decision making: A comparative analysis of dialectical inquiry, devil\u2019s advocacy, and consensus","author":"Schweiger M","year":"1986","unstructured":"David\u00a0M Schweiger, William\u00a0R Sandberg, and James\u00a0W Ragan. 1986. Group approaches for improving strategic decision making: A comparative analysis of dialectical inquiry, devil\u2019s advocacy, and consensus. Academy of management Journal 29, 1 (1986), 51\u201371."},{"key":"e_1_3_2_2_89_1","first-page":"32","article-title":"A Longitudinal Comparative Analysis of Dialectical Inquiry, Devil\u2019s Advocacy and Consensus Approaches to Strategic Decision Making.. In Academy of Management Proceedings, Vol.\u00a01988. Academy of Management Briarcliff Manor","volume":"10510","author":"Schweiger M","year":"1988","unstructured":"David\u00a0M Schweiger, Wiliam\u00a0R Sandberg, and Paula Rechner. 1988. A Longitudinal Comparative Analysis of Dialectical Inquiry, Devil\u2019s Advocacy and Consensus Approaches to Strategic Decision Making.. In Academy of Management Proceedings, Vol.\u00a01988. Academy of Management Briarcliff Manor, NY 10510, 32\u201336.","journal-title":"NY"},{"key":"e_1_3_2_2_90_1","doi-asserted-by":"publisher","DOI":"10.2307\/256567"},{"key":"e_1_3_2_2_91_1","volume-title":"Effects of devil\u2019s advocacy and dialectical inquiry on individuals versus groups. Organizational behavior and human decision processes 59, 2","author":"Schwenk Charles","year":"1994","unstructured":"Charles Schwenk and Joseph\u00a0S Valacich. 1994. Effects of devil\u2019s advocacy and dialectical inquiry on individuals versus groups. Organizational behavior and human decision processes 59, 2 (1994), 210\u2013222."},{"key":"e_1_3_2_2_92_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6486.1984.tb00229.x"},{"key":"e_1_3_2_2_93_1","volume-title":"The Naysayer Mindset. Unlocking Creativity: How to Solve Any Problem and Make the Best Decisions by Shifting Creative Mindsets","author":"Smith Margaret\u00a0Chase","year":"2018","unstructured":"Margaret\u00a0Chase Smith and US\u00a0Senator from Maine. 2018. The Naysayer Mindset. Unlocking Creativity: How to Solve Any Problem and Make the Best Decisions by Shifting Creative Mindsets (2018), 137."},{"key":"e_1_3_2_2_94_1","unstructured":"Gerry Stahl. 2002. Rediscovering cscl. In Cscl Vol.\u00a02. 169\u2013181."},{"key":"e_1_3_2_2_95_1","volume-title":"Discovery of hidden profiles by decision-making groups: Solving a problem versus making a judgment.Journal of personality and social psychology 63, 3","author":"Stasser Garold","year":"1992","unstructured":"Garold Stasser and Dennis Stewart. 1992. Discovery of hidden profiles by decision-making groups: Solving a problem versus making a judgment.Journal of personality and social psychology 63, 3 (1992), 426."},{"key":"e_1_3_2_2_96_1","volume-title":"Information sampling in structured and unstructured discussions of three-and six-person groups.Journal of personality and social psychology 57, 1","author":"Stasser Garold","year":"1989","unstructured":"Garold Stasser, Laurie\u00a0A Taylor, and Coleen Hanna. 1989. Information sampling in structured and unstructured discussions of three-and six-person groups.Journal of personality and social psychology 57, 1 (1989), 67."},{"key":"e_1_3_2_2_97_1","volume-title":"Putting GPT-3\u2019s Creativity to the (Alternative Uses) Test. arXiv preprint arXiv:2206.08932","author":"Stevenson Claire","year":"2022","unstructured":"Claire Stevenson, Iris Smal, Matthijs Baas, Raoul Grasman, and Han van\u00a0der Maas. 2022. Putting GPT-3\u2019s Creativity to the (Alternative Uses) Test. arXiv preprint arXiv:2206.08932 (2022)."},{"key":"e_1_3_2_2_98_1","volume-title":"Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making. In 12th ACM Conference on Web Science. 315\u2013324","author":"Suresh Harini","year":"2020","unstructured":"Harini Suresh, Natalie Lao, and Ilaria Liccardi. 2020. Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making. In 12th ACM Conference on Web Science. 315\u2013324."},{"key":"e_1_3_2_2_99_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517732"},{"key":"e_1_3_2_2_100_1","volume-title":"Effective meetings: Improving group decision making. Vol.\u00a017","author":"Tropman E","year":"2013","unstructured":"John\u00a0E Tropman. 2013. Effective meetings: Improving group decision making. Vol.\u00a017. Sage Publications."},{"key":"e_1_3_2_2_101_1","doi-asserted-by":"publisher","DOI":"10.1145\/3476068"},{"key":"e_1_3_2_2_102_1","volume-title":"Self-driving Uber car kills pedestrian in Arizona, where robots roam. The New York Times 19, 03","author":"Wakabayashi Daisuke","year":"2018","unstructured":"Daisuke Wakabayashi. 2018. Self-driving Uber car kills pedestrian in Arizona, where robots roam. The New York Times 19, 03 (2018)."},{"key":"e_1_3_2_2_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580895"},{"key":"e_1_3_2_2_104_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512240"},{"key":"e_1_3_2_2_105_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397481.3450650"},{"key":"e_1_3_2_2_106_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581366"},{"key":"e_1_3_2_2_107_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2019.07.027"},{"key":"e_1_3_2_2_108_1","volume-title":"Knowledge Base, and Search Engine. arXiv preprint arXiv:2308.05361","author":"Xue Siqiao","year":"2023","unstructured":"Siqiao Xue, Fan Zhou, Yi Xu, Hongyu Zhao, Shuo Xie, Caigao Jiang, James Zhang, Jun Zhou, Peng Xu, Dacheng Xiu, 2023. WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine. arXiv preprint arXiv:2308.05361 (2023)."},{"key":"e_1_3_2_2_109_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377480"},{"key":"e_1_3_2_2_110_1","doi-asserted-by":"publisher","DOI":"10.1002\/bdm.2118"},{"key":"e_1_3_2_2_111_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300509"},{"key":"e_1_3_2_2_112_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302277"},{"key":"e_1_3_2_2_113_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490099.3511105"},{"key":"e_1_3_2_2_114_1","volume-title":"Proceedings of the ACM on Human-Computer Interaction 4, CSCW3","author":"Zhang Rui","year":"2021","unstructured":"Rui Zhang, Nathan\u00a0J McNeese, Guo Freeman, and Geoff Musick. 2021. \" An ideal human\" expectations of AI teammates in human-AI teaming. Proceedings of the ACM on Human-Computer Interaction 4, CSCW3 (2021), 1\u201325."},{"key":"e_1_3_2_2_115_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359158"},{"key":"e_1_3_2_2_116_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581131"},{"key":"e_1_3_2_2_117_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581318"}],"event":{"name":"IUI '24: 29th International Conference on Intelligent User Interfaces","location":"Greenville SC USA","acronym":"IUI '24","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 29th International Conference on Intelligent User Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640543.3645199","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3640543.3645199","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:55:27Z","timestamp":1764550527000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640543.3645199"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,18]]},"references-count":117,"alternative-id":["10.1145\/3640543.3645199","10.1145\/3640543"],"URL":"https:\/\/doi.org\/10.1145\/3640543.3645199","relation":{},"subject":[],"published":{"date-parts":[[2024,3,18]]},"assertion":[{"value":"2024-04-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}