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{ "pk": 29694, "title": "Staying and Returning Dynamics of Sustained Attention in Young Children", "subtitle": null, "abstract": "Sustained attention is a dynamic process with rich temporalstructure. Eye-tracking provides a tool for capturing rich tem-poral data relevant to sustained attention, but extracting rele-vant insights from this rich data is nontrivial. This paper stud-ies eye-tracking data collected from children, aged 3-5, per-forming the TrackIt task, a visual object tracking paradigm de-signed for studying sustained attention development in youngchildren. Building on a hidden Markov model paradigm re-cently proposed for analyzing eye-tracking data with TrackIt,we explore characterizations of participant behavior, such ascontinuously maintaining attention on an object and transition-ing attention between objects, that provide richer insights thantask performance alone. In particular, our results suggest thatimprovement in TrackIt performance that accompanies devel-opment in this age range may stem more from improved abilityto return to task after distractions, rather than from improve-ments in ability to continuously maintain attention on the task.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "Sustained attention; eye-tracking; TrackIt" } ], "section": "Poster Session 1", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/02x136st", "frozenauthors": [ { "first_name": "Jaeah", "middle_name": "", "last_name": "Kim", "name_suffix": "", "institution": "Carnegie Mellon University", "department": "" }, { "first_name": "Shashank", "middle_name": "", "last_name": "Singh", "name_suffix": "", "institution": "Google", "department": "" }, { "first_name": "Erik", "middle_name": "D.", "last_name": "Thiessen", "name_suffix": "", "institution": "Carnegie Mellon University", "department": "" }, { "first_name": "Anna", "middle_name": "V.", "last_name": "Fisher", "name_suffix": "", "institution": "Carnegie Mellon University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2020-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/29694/galley/19551/download/" } ] }