{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T20:07:36Z","timestamp":1784664456445,"version":"3.55.0"},"reference-count":108,"publisher":"Informa UK Limited","issue":"8","funder":[{"name":"Guangzhou Municipal Science and Technology","award":["2023A03J0011"],"award-info":[{"award-number":["2023A03J0011"]}]},{"name":"Guangzhou Science and Technology Program City-University Joint Funding Project","award":["2023A03J0001"],"award-info":[{"award-number":["2023A03J0001"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Human\u2013Computer Interaction"],"published-print":{"date-parts":[[2025,4,18]]},"DOI":"10.1080\/10447318.2024.2352919","type":"journal-article","created":{"date-parts":[[2024,5,20]],"date-time":"2024-05-20T14:52:11Z","timestamp":1716216731000},"page":"4624-4639","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":20,"title":["When Young Scholars Cooperate with LLMs in Academic Tasks: The Influence of Individual Differences and Task Complexities"],"prefix":"10.1080","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0743-0121","authenticated-orcid":false,"given":"Jiyao","family":"Wang","sequence":"first","affiliation":[{"name":"Thrust of Robotics and Autonomous Systems, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chunxi","family":"Huang","sequence":"additional","affiliation":[{"name":"Thrust of Robotics and Autonomous Systems, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Song","family":"Yan","sequence":"additional","affiliation":[{"name":"Thrust of Robotics and Autonomous Systems, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiyin","family":"Xie","sequence":"additional","affiliation":[{"name":"Thrust of Robotics and Autonomous Systems, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4359-4083","authenticated-orcid":false,"given":"Dengbo","family":"He","sequence":"additional","affiliation":[{"name":"Thrust of Robotics and Autonomous Systems, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]},{"name":"Thrust of Intelligent Transportation, The Hong Kong University of Science and Technology (Guangzhou)","place":["Guangzhou, China"]},{"name":"Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology","place":["Hong Kong SAR, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2024,5,20]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00259-023-06172-w"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/informatics6040046"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1097\/ACM.0000000000001098"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-7b98e3ed-001"},{"key":"e_1_3_3_6_1","doi-asserted-by":"crossref","unstructured":"Ayd\u0131n \u00d6. & Karaarslan E. (2022). OpenAI ChatGPT generated literature review: Digital twin in healthcare. Available at SSRN 4308687.","DOI":"10.2139\/ssrn.4308687"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/14639220500535301"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.3390\/app12178427"},{"key":"e_1_3_3_9_1","unstructured":"Bommasani R. Hudson D. A. Adeli E. Altman R. Arora S. von Arx S. Bernstein M. S. Bohg J. Bosselut A. & Brunskill E. (2021). On the opportunities and risks of foundation models. arXiv Preprint arXiv:2108.07258."},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3236669"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8535.2008.00914.x"},{"key":"e_1_3_3_12_1","first-page":"29","article-title":"SUS: A retrospective","volume":"8","author":"Brooke J.","year":"2013","unstructured":"Brooke, J. (2013). SUS: A retrospective. Journal of Usability Studies, 8(2), 29\u201340. http:\/\/dl.acm.org\/doi\/10.5555\/2817912.2817913","journal-title":"Journal of Usability Studies"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517471"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1177\/1541931213601192"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/COGSIMA.2016.7497779"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1177\/1071181322661442"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.2307\/249008"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2022.106871"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.3233\/SHTI220431"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.5114\/biolsport.2023.125623"},{"key":"e_1_3_3_21_1","unstructured":"Devlin J. Chang M.-W. Lee K. & Toutanova K. (2018). Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv Preprint arXiv:1810.04805."},{"key":"e_1_3_3_22_1","unstructured":"Dishaw M. & Strong D. (1998). Experience as a moderating variable in a task-technology fit model. AMCIS 1998 Proceedings 242."},{"key":"e_1_3_3_23_1","first-page":"13063","article-title":"Unified language model pre-training for natural language understanding and generation","author":"Dong L.","year":"2019","unstructured":"Dong, L., Yang, N., Wang, W., Wei, F., Liu, X., Wang, Y., Gao, J., Zhou, M., & Hon, H.-W. (2019). Unified language model pre-training for natural language understanding and generation. Advances in Neural Information Processing Systems, 13063\u201313075. https:\/\/dl.acm.org\/doi\/10.5555\/3454287.3455457","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.frl.2023.103662"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2799250.2799283"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1101\/2022.12.23.521610"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ergon.2006.01.013"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580782"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10111-011-0194-3"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.5465\/annals.2018.0057"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11019-023-10136-0"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0092-6566(03)00046-1"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3251842"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.5220\/0010450204630473"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3422392.3422421"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(08)62386-9"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85066-3_3"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1177\/0361198119843476"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.3389\/ffutr.2022.772910"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720816678714"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1177\/1071181322661400"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720814547570"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1080\/15391523.2011.10782576"},{"key":"e_1_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2023.1236062"},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v41i4.5312"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trd.2013.07.006"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209219.3209225"},{"key":"e_1_3_3_50_1","unstructured":"John O. P. & Srivastava S. (1999). The Big-Five trait taxonomy: History measurement and theoretical perspectives."},{"key":"e_1_3_3_51_1","doi-asserted-by":"crossref","unstructured":"Jungherr A. (2023). Using ChatGPT and Other Large Language Model (LLM) Applications for Academic Paper Assignments.","DOI":"10.31235\/osf.io\/d84q6"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.lindif.2023.102274"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2011.03.012"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8535.1993.tb00076.x"},{"key":"e_1_3_3_55_1","doi-asserted-by":"crossref","unstructured":"Knijnenburg B. P. Reijmer N. J. M. & Willemsen M. C. (2011). Each to his own: How different users call for different interaction methods in recommender systems. ACM Conference on Recommender Systems. https:\/\/api.semanticscholar.org\/CorpusID:7819904","DOI":"10.1145\/2043932.2043960"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.2307\/3001469"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pdig.0000198"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1080\/00140139208967392"},{"key":"e_1_3_3_59_1","doi-asserted-by":"publisher","DOI":"10.1518\/hfes.46.1.50_30392"},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(23)00019-5"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1177\/26339137231158584"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0199661"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-short.24"},{"key":"e_1_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720818781224"},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3556979"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2012-000929"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-022-03479-w"},{"key":"e_1_3_3_68_1","first-page":"203","volume-title":"Decision making","author":"Maule A. J.","year":"2002","unstructured":"Maule, A. J., & Edland, A. C. (2002). The effects of time pressure on human judgement and decision making. In Decision making (pp. 203\u2013218). Routledge."},{"key":"e_1_3_3_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985347.1985353"},{"key":"e_1_3_3_70_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720812465081"},{"key":"e_1_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1111\/ajpy.12196"},{"key":"e_1_3_3_72_1","unstructured":"Mogavi R. H. Deng C. Kim J. J. Zhou P. Kwon Y. D. Metwally A. H. S. Tlili A. Bassanelli S. Bucchiarone A. Gujar S. others. (2023). Exploring user perspectives on chatgpt: Applications perceptions and implications for ai-integrated education. arXiv Preprint arXiv:2305.13114."},{"key":"e_1_3_3_73_1","unstructured":"Morris M. R. (2023). Scientists\u2019 Perspectives on the Potential for Generative AI in their Fields. arXiv Preprint arXiv:2304.01420."},{"issue":"15","key":"e_1_3_3_74_1","first-page":"238","article-title":"Influence of mental workload on job performance","volume":"3","author":"Omolayo B. O.","year":"2013","unstructured":"Omolayo, B. O., & Omole, O. C. (2013). Influence of mental workload on job performance. International Journal of Humanities and Social Science, 3(15), 238\u2013246.","journal-title":"International Journal of Humanities and Social Science"},{"key":"e_1_3_3_75_1","doi-asserted-by":"publisher","DOI":"10.1518\/001872097778543886"},{"key":"e_1_3_3_76_1","doi-asserted-by":"publisher","DOI":"10.1080\/10864415.2003.11044275"},{"key":"e_1_3_3_77_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-019-00599-y"},{"key":"e_1_3_3_78_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043962"},{"key":"e_1_3_3_79_1","unstructured":"Radziwill N. M. & Benton M. C. (2017). Evaluating quality of chatbots and intelligent conversational agents. arXiv Preprint arXiv:1704.04579."},{"key":"e_1_3_3_80_1","doi-asserted-by":"publisher","DOI":"10.52631\/jemds.v3i1.175"},{"key":"e_1_3_3_81_1","doi-asserted-by":"publisher","DOI":"10.1108\/07378831011096196"},{"key":"e_1_3_3_82_1","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2015.1094577"},{"key":"e_1_3_3_83_1","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/121494"},{"key":"e_1_3_3_84_1","doi-asserted-by":"publisher","DOI":"10.28945\/3591"},{"key":"e_1_3_3_85_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2009.4938629"},{"key":"e_1_3_3_86_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2017.06.019"},{"key":"e_1_3_3_87_1","doi-asserted-by":"publisher","DOI":"10.1002\/9780471722199"},{"key":"e_1_3_3_88_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"e_1_3_3_89_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.actpsy.2023.103835"},{"key":"e_1_3_3_90_1","doi-asserted-by":"publisher","DOI":"10.1075\/ijcl.10.4.06sha"},{"key":"e_1_3_3_91_1","unstructured":"Siepmann C. & Chatti M. A. (2023). Trust and Transparency in Recommender Systems. arXiv Preprint arXiv:2304.08094."},{"key":"e_1_3_3_92_1","unstructured":"Stevens H. (2019). What Human Factors Isn\u2019t: 1. Common Sense. https:\/\/humanisticsystems.com\/2019\/07\/10\/what-human-factors-isnt-1-common-sense\/"},{"key":"e_1_3_3_93_1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-023-00107-z"},{"key":"e_1_3_3_94_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.10.010"},{"key":"e_1_3_3_95_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-26493-4"},{"key":"e_1_3_3_96_1","doi-asserted-by":"publisher","DOI":"10.1016\/0959-4752(94)90003-5"},{"key":"e_1_3_3_97_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2013.11645666"},{"key":"e_1_3_3_98_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-2389.00211"},{"key":"e_1_3_3_99_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781118133880.hop202023"},{"key":"e_1_3_3_100_1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-023-00288-7"},{"key":"e_1_3_3_101_1","doi-asserted-by":"crossref","unstructured":"Walker M. A. Litman D. J. Kamm C. A. & Abella A. (1997). PARADISE: A framework for evaluating spoken dialogue agents. arXiv Preprint Cmp-Lg\/9704004.","DOI":"10.3115\/979617.979652"},{"key":"e_1_3_3_102_1","first-page":"1","article-title":"Trust in range estimation system in battery electric vehicles \u2013 A mixed approach","author":"Wang J.","year":"2023","unstructured":"Wang, J., Tu, R., Wang, A., & He, D. (2023). Trust in range estimation system in battery electric vehicles \u2013 A mixed approach. IEEE Transactions on Human-Machine Systems. 1\u201310.","journal-title":"IEEE Transactions on Human-Machine Systems"},{"key":"e_1_3_3_103_1","unstructured":"Wang J. Huang C. Tu R. He D. (2023). Influential factors of users\u2019 trust in the range estimation systems of battery electric vehicles \u2013 A survey study in China. 2022 Transportation Research Board. https:\/\/personal.hkust-gz.edu.cn\/hedengbo\/assets\/publicationPDFs\/Wang_TRB_2023a.pdf"},{"key":"e_1_3_3_104_1","doi-asserted-by":"publisher","DOI":"10.1037\/0021-9010.87.1.164"},{"key":"e_1_3_3_105_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2005.1571238"},{"key":"e_1_3_3_106_1","article-title":"Xlnet: Generalized autoregressive pretraining for language understanding","volume":"32","author":"Yang Z.","year":"2019","unstructured":"Yang, Z., Dai, Z., Yang, Y., Carbonell, J., Salakhutdinov, R. R., & Le, Q. V. (2019). Xlnet: Generalized autoregressive pretraining for language understanding. Advances in Neural Information Processing Systems, 32, 5753\u20135763. https:\/\/dl.acm.org\/doi\/10.5555\/3454287.3454804","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_3_107_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720811406725"},{"key":"e_1_3_3_108_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2022.107536"},{"key":"e_1_3_3_109_1","doi-asserted-by":"crossref","unstructured":"Zhu Y. Han D. Chen S. Zeng F. & Wang C. (2023). How can chatgpt benefit pharmacy: A case report on review writing.","DOI":"10.20944\/preprints202302.0324.v1"}],"container-title":["International Journal of Human\u2013Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10447318.2024.2352919","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T10:17:12Z","timestamp":1744366632000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10447318.2024.2352919"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,20]]},"references-count":108,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2025,4,18]]}},"alternative-id":["10.1080\/10447318.2024.2352919"],"URL":"https:\/\/doi.org\/10.1080\/10447318.2024.2352919","relation":{},"ISSN":["1044-7318","1532-7590"],"issn-type":[{"value":"1044-7318","type":"print"},{"value":"1532-7590","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5,20]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=hihc20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=hihc20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2023-11-29","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-02-20","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-05-02","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-05-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}