{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T18:59:16Z","timestamp":1770749956940,"version":"3.50.0"},"reference-count":125,"publisher":"Association for Computing Machinery (ACM)","issue":"5","license":[{"start":{"date-parts":[[2023,9,23]],"date-time":"2023-09-23T00:00:00Z","timestamp":1695427200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Marianne and Marcus Wallenberg Foundation and the Marcus and Amalia Wallenberg Foundation"},{"name":"UiB strategic collaboration funds"},{"name":"MediaFutures partners and the Research Council of Norway","award":["309339"],"award-info":[{"award-number":["309339"]}]},{"name":"European Union resources within the European Social Fund","award":["POWR.03.02.00-00-I054\/16-00"],"award-info":[{"award-number":["POWR.03.02.00-00-I054\/16-00"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Comput.-Hum. Interact."],"published-print":{"date-parts":[[2023,10,31]]},"abstract":"<jats:p>This article examines the attentional mechanism of in-person collaboration by means of System Dynamics-based simulations using an eye tracking experiment. Three experimental conditions were tested: in-person collaboration, remote collaboration, and single user. We hypothesized that collaboration focuses users\u2019 attention on key information facilitating decision-making. Collaborating participants dwelt longer on key elements of the simulation than single users. Moreover, in-person collaboration and single users yielded a strategy of decision-making similar to an optimal strategy. Finally, in-person collaboration was less cognitively demanding and of higher quality. The contribution of this article is a deeper understanding of how in-person collaboration on a large display can help users focus their visual attention on the most important areas. With this novel understanding, we believe collaborative systems designers will be better equipped to design more effective attention-guiding mechanisms in remote collaboration systems. The present work has the potential to advance the study of collaborative, interactive technologies.<\/jats:p>","DOI":"10.1145\/3581787","type":"journal-article","created":{"date-parts":[[2023,4,17]],"date-time":"2023-04-17T12:20:50Z","timestamp":1681734050000},"page":"1-27","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Supporting Complex Decision-Making: Evidence from an Eye Tracking Study on In-Person and Remote Collaboration"],"prefix":"10.1145","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7839-4068","authenticated-orcid":false,"given":"Katarzyna","family":"Wisiecka","sequence":"first","affiliation":[{"name":"Institute of Psychology, SWPS University of Humanities and Social Sciences"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5144-5427","authenticated-orcid":false,"given":"Yuumi","family":"Konishi","sequence":"additional","affiliation":[{"name":"t2i Lab, Chalmers University of Technology and Koike Lab, Tokyo Institute of Technology"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9558-3039","authenticated-orcid":false,"given":"Krzysztof","family":"Krejtz","sequence":"additional","affiliation":[{"name":"Institute of Psychology, SWPS University of Humanities and Social Sciences"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2740-4246","authenticated-orcid":false,"given":"Mahshid","family":"Zolfaghari","sequence":"additional","affiliation":[{"name":"System Dynamics Group, University of Bergen"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1271-8365","authenticated-orcid":false,"given":"Birgit","family":"Kopainsky","sequence":"additional","affiliation":[{"name":"System Dynamics Group, University of Bergen"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9827-8371","authenticated-orcid":false,"given":"Izabela","family":"Krejtz","sequence":"additional","affiliation":[{"name":"Institute of Psychology, SWPS University of Humanities and Social Sciences"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8989-6434","authenticated-orcid":false,"given":"Hideki","family":"Koike","sequence":"additional","affiliation":[{"name":"Koike Lab, Tokyo Institute of Technology"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9562-5147","authenticated-orcid":false,"given":"Morten","family":"Fjeld","sequence":"additional","affiliation":[{"name":"t2i Lab, Chalmers University of Technology and t2i Lab, University of Bergen"}]}],"member":"320","published-online":{"date-parts":[[2023,9,23]]},"reference":[{"key":"e_1_3_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-079-3"},{"key":"e_1_3_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssaho.2019.100006"},{"key":"e_1_3_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702341"},{"key":"e_1_3_1_5_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2015.01016"},{"key":"e_1_3_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/344949.345015"},{"key":"e_1_3_1_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/cav.55"},{"key":"e_1_3_1_8_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15327809JLS1203_1"},{"key":"e_1_3_1_9_1","doi-asserted-by":"publisher","DOI":"10.1179\/030801811X13013181961473"},{"key":"e_1_3_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.1958923"},{"key":"e_1_3_1_11_1","doi-asserted-by":"publisher","DOI":"10.1108\/00251741111120734"},{"key":"e_1_3_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2802520"},{"key":"e_1_3_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/0001-6918(92)90019-A"},{"key":"e_1_3_1_14_1","doi-asserted-by":"publisher","DOI":"10.1201\/9781498710411"},{"key":"e_1_3_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/2817912.2817913"},{"key":"e_1_3_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3231622.3231635"},{"key":"e_1_3_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173664"},{"key":"e_1_3_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jml.2003.08.004"},{"key":"e_1_3_1_19_1","doi-asserted-by":"publisher","DOI":"10.1177\/2055668318773991"},{"key":"e_1_3_1_20_1","doi-asserted-by":"publisher","DOI":"10.3102\/00346543064001001"},{"key":"e_1_3_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173923"},{"key":"e_1_3_1_22_1","first-page":"24","volume-title":"Proceedings of the International Conference of the System Dynamics Society","author":"Derwisch Sebastian","year":"2011","unstructured":"Sebastian Derwisch, Birgit Kopainsky, and Katharine Troeger. 2011. The management of trust for stimulating the adoption of improved maize seed in Malawi. In Proceedings of the International Conference of the System Dynamics Society. System Dynamic Society, Washington, DC, 24\u201328. Retrieved from https:\/\/proceedings.systemdynamics.org\/2011\/proceed\/papers\/P1226.pdf."},{"key":"e_1_3_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/143457.143468"},{"key":"e_1_3_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376394"},{"key":"e_1_3_1_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1745-6924.2009.01161.x"},{"issue":"10","key":"e_1_3_1_26_1","first-page":"3759","article-title":"A calorimetric investigation of the liquid Bi-Ni alloys","volume":"7","author":"Maniani Mohammed El","year":"2016","unstructured":"Mohammed El Maniani, M. Rechchach, A. El Mahfoudi, M. El Moudane, and A. Sabbar. 2016. A calorimetric investigation of the liquid Bi-Ni alloys. Journal of Materials and Environmental Science 7, 10 (2016), 3759\u20133766.","journal-title":"Journal of Materials and Environmental Science"},{"key":"e_1_3_1_27_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03203630"},{"key":"e_1_3_1_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11412-010-9101-9"},{"key":"e_1_3_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3519391.3519395"},{"key":"e_1_3_1_30_1","volume-title":"Discovering Statistics Using R","author":"Field Andy","year":"2012","unstructured":"Andy Field, Jeremy Miles, and Zoe Field. 2012. Discovering Statistics Using R. SAGE Publications, London."},{"key":"e_1_3_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240745"},{"key":"e_1_3_1_32_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-2909.133.4.694"},{"key":"e_1_3_1_33_1","doi-asserted-by":"publisher","DOI":"10.4324\/9781315807546"},{"key":"e_1_3_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/358916.358947"},{"key":"e_1_3_1_35_1","doi-asserted-by":"publisher","DOI":"10.1002\/sdr.1560"},{"key":"e_1_3_1_36_1","doi-asserted-by":"publisher","DOI":"10.1177\/1046496406292337"},{"key":"e_1_3_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.1958892"},{"key":"e_1_3_1_38_1","doi-asserted-by":"publisher","DOI":"10.1177\/1473871611406623"},{"key":"e_1_3_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240167.3240192"},{"key":"e_1_3_1_40_1","doi-asserted-by":"publisher","DOI":"10.1075\/pc.7.1.04gul"},{"key":"e_1_3_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-3588-3_18"},{"key":"e_1_3_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10584-013-0949-3"},{"key":"e_1_3_1_43_1","doi-asserted-by":"publisher","DOI":"10.1093\/iwcomp\/iwz035"},{"key":"e_1_3_1_44_1","first-page":"741","volume-title":"Proceedings of the 35th International Conference of the System Dynamics Society","volume":"2","author":"Happach Roland Maximilian","year":"2017","unstructured":"Roland Maximilian Happach and Billy Schoenberg. 2017. Linking simulator functionality with learning: An extension of the taxonomy of computer simulations to support learning. In Proceedings of the 35th International Conference of the System Dynamics Society, Vol. 2. System Dynamics Society, Cambridge, Massachusetts, 741\u2013764. Retrieved from https:\/\/proceedings.systemdynamics.org\/2017\/proceed\/supp\/S1242.pdf."},{"key":"e_1_3_1_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(08)62386-9"},{"key":"e_1_3_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2007.4389011"},{"key":"e_1_3_1_47_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-015-0676-y"},{"key":"e_1_3_1_48_1","doi-asserted-by":"publisher","DOI":"10.1207\/S1532690XCI1704_2"},{"key":"e_1_3_1_49_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2015.00098"},{"key":"e_1_3_1_50_1","unstructured":"isee systems inc.2020. Stella\u00aeArchitect Premium Modeling and Interactive Simulation. Retrieved from https:\/\/www.iseesystems.com\/store\/products\/stella-architect.aspx. Accessed 12-01-2020."},{"key":"e_1_3_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.170"},{"key":"e_1_3_1_52_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9450.2005.00442.x"},{"key":"e_1_3_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/1667780.1667843"},{"key":"e_1_3_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/2002333.2002352"},{"key":"e_1_3_1_55_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03201761"},{"key":"e_1_3_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2638728.2641695"},{"key":"e_1_3_1_57_1","first-page":"131","volume-title":"Cross-Cultural Perspectives in Nonverbal Communication","author":"Kendon Adam","year":"1988","unstructured":"Adam Kendon. 1988. How gestures can become like words. In Cross-Cultural Perspectives in Nonverbal Communication. F. Poyatos (Ed.), Hogrefe & Huber Publishers, Chicago, 131\u2013141."},{"key":"e_1_3_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/2441955.2441997"},{"key":"e_1_3_1_59_1","first-page":"119","volume-title":"Proceedings of the 11th International Conference on Language Resources and Evaluation","author":"Kontogiorgos Dimosthenis","year":"2018","unstructured":"Dimosthenis Kontogiorgos, Vanya Avramova, Simon Alexanderson, Patrik Jonell, Catharine Oertel, Jonas Beskow, Gabriel Skantze, and Joakim Gustafson. 2018. A multimodal corpus for mutual gaze and joint attention in multiparty situated interaction. In Proceedings of the 11th International Conference on Language Resources and Evaluation. European Language Resources Association (ELRA), Miyazaki, 119\u2013127. Retrieved from https:\/\/aclanthology.org\/L18-1019."},{"key":"e_1_3_1_60_1","doi-asserted-by":"publisher","DOI":"10.3390\/systems3040152"},{"key":"e_1_3_1_61_1","doi-asserted-by":"publisher","DOI":"10.1002\/sdr.445"},{"key":"e_1_3_1_62_1","doi-asserted-by":"publisher","DOI":"10.16910\/jemr.9.1.5"},{"key":"e_1_3_1_63_1","doi-asserted-by":"publisher","DOI":"10.16910\/jemr.13.5.2"},{"key":"e_1_3_1_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3486950"},{"key":"e_1_3_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300727"},{"key":"e_1_3_1_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-4752(02)00042-7"},{"key":"e_1_3_1_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858039"},{"key":"e_1_3_1_68_1","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998281"},{"key":"e_1_3_1_69_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR.2012.6402553"},{"key":"e_1_3_1_70_1","doi-asserted-by":"publisher","DOI":"10.1080\/07370024.2019.1697697"},{"key":"e_1_3_1_71_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130859.3131296"},{"key":"e_1_3_1_72_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173980"},{"key":"e_1_3_1_73_1"},{"key":"e_1_3_1_74_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.44.9.1234"},{"key":"e_1_3_1_75_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-2681(98)00079-1"},{"key":"e_1_3_1_76_1","doi-asserted-by":"publisher","DOI":"10.1002\/sdr.289"},{"key":"e_1_3_1_77_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolecon.2014.04.003"},{"key":"e_1_3_1_78_1","doi-asserted-by":"publisher","DOI":"10.1145\/3204493.3204549"},{"key":"e_1_3_1_79_1","doi-asserted-by":"publisher","DOI":"10.3390\/su12239871"},{"key":"e_1_3_1_80_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2011.5979561"},{"key":"e_1_3_1_81_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15327051HCI1523_4"},{"key":"e_1_3_1_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025681"},{"key":"e_1_3_1_83_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2011.04.009"},{"key":"e_1_3_1_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/365024.365112"},{"key":"e_1_3_1_85_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2017.06.009"},{"key":"e_1_3_1_86_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2013.07.017"},{"key":"e_1_3_1_87_1","doi-asserted-by":"publisher","DOI":"10.1145\/1344471.1344480"},{"key":"e_1_3_1_88_1","doi-asserted-by":"publisher","DOI":"10.1145\/1344471.1344480"},{"key":"e_1_3_1_89_1","volume-title":"Cognitive Neuroscience of Attention","author":"Posner Michael I.","year":"2004","unstructured":"Michael I. Posner. 2004. Cognitive Neuroscience of Attention. Guilford Press, New York, NY."},{"key":"e_1_3_1_90_1","volume-title":"R: A Language and Environment for Statistical Computing","author":"Team R Core","year":"2020","unstructured":"R Core Team. 2020. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. Retrieved from https:\/\/www.R-project.org\/."},{"key":"e_1_3_1_91_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-85098-1_5"},{"key":"e_1_3_1_92_1","first-page":"153","volume-title":"Proceedings of the Annual Meeting of the International Group for the Psychology of Mathematics Education","volume":"4","author":"Schindler Maike","year":"2017","unstructured":"Maike Schindler and Achim Lilienthal. 2017. Eye-tracking and its domain-specific interpretation: A stimulated recall study on eye movements in geometrical tasks. In Proceedings of the Annual Meeting of the International Group for the Psychology of Mathematics Education. Vol. 4, PME, Singapore, 153\u2013160."},{"key":"e_1_3_1_93_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11412-013-9181-4"},{"key":"e_1_3_1_94_1","doi-asserted-by":"publisher","DOI":"10.1145\/3012009"},{"key":"e_1_3_1_95_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11412-018-9281-2"},{"key":"e_1_3_1_96_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2208720"},{"key":"e_1_3_1_97_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327809jls0403_3"},{"key":"e_1_3_1_98_1","doi-asserted-by":"publisher","DOI":"10.1145\/3264943"},{"key":"e_1_3_1_99_1","doi-asserted-by":"publisher","DOI":"10.1145\/3284432.3284439"},{"key":"e_1_3_1_100_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog2604_3"},{"key":"e_1_3_1_101_1","doi-asserted-by":"publisher","DOI":"10.1037\/0096-1523.29.2.326"},{"issue":"3","key":"e_1_3_1_102_1","first-page":"4","article-title":"Automatic detection of gaze convergence in multimodal collaboration: A dual eye-tracking technology","volume":"5","author":"Shvarts Anna","year":"2018","unstructured":"Anna Shvarts, Andrey Stepanov, and Dmitry Chumachenko. 2018. Automatic detection of gaze convergence in multimodal collaboration: A dual eye-tracking technology. The Russian Journal of Cognitive Science 5, 3 (2018), 4\u201317.","journal-title":"The Russian Journal of Cognitive Science"},{"issue":"2","key":"e_1_3_1_103_1","first-page":"55","article-title":"Visualization of eye gaze data using heat maps","volume":"74","author":"\u0160pakov Oleg","year":"2007","unstructured":"Oleg \u0160pakov and Darius Miniotas. 2007. Visualization of eye gaze data using heat maps. Elektronika Ir Elektrotechnika Medicine Technology Technologija 74, 2 (2007), 55\u201358. Retrieved from https:\/\/eejournal.ktu.lt\/index.php\/elt\/article\/view\/10372.","journal-title":"Elektronika Ir Elektrotechnika Medicine Technology Technologija"},{"key":"e_1_3_1_104_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11412-014-9204-9"},{"key":"e_1_3_1_105_1","volume-title":"Business Dynamics: Systems Thinking and Modeling for a Complex World","author":"Sterman John","year":"2000","unstructured":"John Sterman. 2000. Business Dynamics: Systems Thinking and Modeling for a Complex World. Irwin McGrawHill, Boston, MA. Retrieved from http:\/\/www.mhhe.com\/business\/opsci\/sterman\/."},{"key":"e_1_3_1_106_1","doi-asserted-by":"publisher","DOI":"10.1016\/0749-5978(89)90041-1"},{"key":"e_1_3_1_107_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1162574"},{"key":"e_1_3_1_108_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10584-006-9107-5"},{"key":"e_1_3_1_109_1","doi-asserted-by":"publisher","DOI":"10.1037\/\/0021-9010.79.1.87"},{"key":"e_1_3_1_110_1","doi-asserted-by":"publisher","DOI":"10.5116\/ijme.4dfb.8dfd"},{"key":"e_1_3_1_111_1","doi-asserted-by":"publisher","DOI":"10.1037\/1089-2699.7.2.135"},{"key":"e_1_3_1_112_1","doi-asserted-by":"publisher","DOI":"10.4324\/9780429299285"},{"key":"e_1_3_1_113_1","doi-asserted-by":"publisher","DOI":"10.4324\/9781315806617"},{"key":"e_1_3_1_114_1","doi-asserted-by":"publisher","DOI":"10.1145\/2396636.2396654"},{"key":"e_1_3_1_115_1","doi-asserted-by":"publisher","DOI":"10.1145\/2984751.2984778"},{"key":"e_1_3_1_116_1","doi-asserted-by":"publisher","DOI":"10.1075\/pc.3.2.02vel"},{"key":"e_1_3_1_117_1","first-page":"245","volume-title":"Proceedings of the IFIP TC International Conference on Human-Computer Interaction","author":"Vertegaal Roel","year":"1999","unstructured":"Roel Vertegaal. 1999. Designing awareness with attention-based groupware. In Proceedings of the IFIP TC International Conference on Human-Computer Interaction. M. Angela Sasse and Chris W. Johnson (Eds.), IOS Press, Edinburgh, 245\u2013255."},{"key":"e_1_3_1_118_1","doi-asserted-by":"publisher","DOI":"10.1145\/507072.507077"},{"key":"e_1_3_1_119_1","doi-asserted-by":"publisher","DOI":"10.1145\/636772.636794"},{"key":"e_1_3_1_120_1","doi-asserted-by":"publisher","DOI":"10.1145\/3317959.3321492"},{"key":"e_1_3_1_121_1","doi-asserted-by":"publisher","DOI":"10.3102\/00028312039004943"},{"key":"e_1_3_1_122_1","unstructured":"Sara J. Weston and Debbie Yee. 2017. Why You Should Become a UseR: A Brief Introduction to R. (2017). Retrieved from https:\/\/www.psychologicalscience.org\/observer\/why-you-should-become-a-user-a-brief-introduction-to-r. Accessed 12-01-2020."},{"key":"e_1_3_1_123_1","doi-asserted-by":"publisher","DOI":"10.1177\/0021886391272001"},{"key":"e_1_3_1_124_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858491"},{"key":"e_1_3_1_125_1","doi-asserted-by":"publisher","DOI":"10.1145\/3170427.3188453"},{"key":"e_1_3_1_126_1","doi-asserted-by":"publisher","DOI":"10.1111\/cdev.12730"}],"container-title":["ACM Transactions on Computer-Human Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581787","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3581787","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:30Z","timestamp":1750178190000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581787"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,23]]},"references-count":125,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,10,31]]}},"alternative-id":["10.1145\/3581787"],"URL":"https:\/\/doi.org\/10.1145\/3581787","relation":{},"ISSN":["1073-0516","1557-7325"],"issn-type":[{"value":"1073-0516","type":"print"},{"value":"1557-7325","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9,23]]},"assertion":[{"value":"2021-05-20","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-20","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-09-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}