Understanding Cognitive Depletion in Novice NMR Analysts
We present the results of a user study with novice NMR analysts (N=19) involving a gamified simulation of the NMR analysis process. Participants solved randomly generated spectrum puzzles for up to three hours. We used eye tracking, event logging, and observations to record symptoms of cognitive dep...
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Main Authors | , , , , |
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Format | Journal Article |
Language | English |
Published |
06.06.2017
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Abstract | We present the results of a user study with novice NMR analysts (N=19)
involving a gamified simulation of the NMR analysis process. Participants
solved randomly generated spectrum puzzles for up to three hours. We used eye
tracking, event logging, and observations to record symptoms of cognitive
depletion while participants worked. Analysis of results indicate that we can
detect both signs of learning and signs of cognitive depletion in participants
over the course of the three hours. Participants' break strategies did not
predict or reflect game scores, but certain symptoms appear predictive of
breaks. |
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AbstractList | We present the results of a user study with novice NMR analysts (N=19)
involving a gamified simulation of the NMR analysis process. Participants
solved randomly generated spectrum puzzles for up to three hours. We used eye
tracking, event logging, and observations to record symptoms of cognitive
depletion while participants worked. Analysis of results indicate that we can
detect both signs of learning and signs of cognitive depletion in participants
over the course of the three hours. Participants' break strategies did not
predict or reflect game scores, but certain symptoms appear predictive of
breaks. |
Author | Huang, Zhuanyi Franklin, Lyndsey Han, Kyungsik Hodas, Nathan Arendt, Dustin |
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BackLink | https://doi.org/10.48550/arXiv.1706.01919$$DView paper in arXiv |
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Snippet | We present the results of a user study with novice NMR analysts (N=19)
involving a gamified simulation of the NMR analysis process. Participants
solved... |
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Title | Understanding Cognitive Depletion in Novice NMR Analysts |
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