A State-space Investigation of Impact of Music on Cognitive Performance during a Working Memory Experiment

A State-space Investigation of Impact of Music on Cognitive Performance during a Working Memory Experiment
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工作记忆实验中音乐对认知表现影响的状态空间研究

DOI:
10.1109/embc46164.2021.9629632
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发表时间:
2021
期刊:
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC
影响因子:
--
通讯作者:
Faghih, Rose T.
Faghih, Rose T.
中科院分区:
--
文献类型:
--
作者:
Amin, Md. Rafiul;Tahir, Maryam;Faghih, Rose T.

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压力会影响生产力和绩效。压力管理不当可能会导致生产力和绩效下降。音乐等非侵入性执行器具有有效调节压力的潜力。在本研究中,我们使用状态空间方法获得了一个性能状态,以研究在背景中播放两种不同类型的音乐时工作记忆任务期间的性能。在我们的实验中,参与者在听自己选择的平静和令人烦恼的音乐的同时执行工作记忆任务。我们利用二元正确/错误响应和参与者响应的连续反应时间来量化表现。状态空间量化表明,令人烦恼的音乐对获得的表演状态具有统计上显着的积极影响。这表明设计非侵入性闭环系统来调节压力以最大化性能和生产力的可行性。
Stress has effects on productivity and performance. Poor stress management may lead to reduced productivity and performance. Non-invasive actuators such as music have the potential to effectively regulate stress. In this study, using a state-space approach, we obtain a performance state to investigate the performance during a working memory task while playing two different types of music in the background. In our experiments, participants performed a working memory task while listening to calming and vexing music of their choice. We utilize the binary correct/incorrect response and the continuous reaction time of the response from the participants to quantify the performance. The state-space quantification reveals that vexing music has a statistically significant positive impact on the obtained performance state. This indicates the feasibility of designing non-invasive closed-loop systems to regulate stress for maximizing performance and productivity.
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