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{ "pk": 29179, "title": "Do You Need More than Two Subjects: Using Cognitive Modeling to MakeAccurate Predictions for Individual Subjects", "subtitle": null, "abstract": "In experimental research, large numbers of participants are used to average out individual differences in the data. However,differences in task performance may be largely due to two factors; lack of task training, and different micro-strategies. Weimplement a methodology that removes the effect of these factors, requires only 23 participants, and still produces largeamounts of data. Other studies have been published using a similar methodology (Cousineau & Shiffrin, 2004; Gray &Boehm-Davis, 2000). Our study is a revision of previous research using a mobile game (West et al., 2018). Participants aretrained extensively on the game to ensure they are experts. The study includes a predictive cognitive model and the game-design is based on an apparent micro-strategy. We hypothesize that the same micro-strategies under identical conditions,should produce identical results across participants and the model. Suggesting the model may exist in the mind of humanexperts.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Member Abstracts", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/9271g359", "frozenauthors": [ { "first_name": "Emily", "middle_name": "", "last_name": "Greve", "name_suffix": "", "institution": "Carleton University", "department": "" }, { "first_name": "Elisabeth", "middle_name": "", "last_name": "Reid", "name_suffix": "", "institution": "Carleton University", "department": "" }, { "first_name": "Robert", "middle_name": "", "last_name": "West", "name_suffix": "", "institution": "Carleton University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2019-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/29179/galley/19050/download/" } ] }