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 Franklin, Lyndsey, Han, Kyungsik, Huang, Zhuanyi, Arendt, Dustin, Hodas, Nathan
Format Journal Article
LanguageEnglish
Published 06.06.2017
Subjects
Computer Science - Human-Computer Interaction
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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.
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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  givenname: Nathan
  surname: Hodas
  fullname: Hodas, Nathan
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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