The Impact of Real World Stressors on Problem-Solving
The Impact of Real World Stressors on Problem-Solving
批准号:
1734883
负责人:
Ying Choon Wu
金额:
$74.91万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-10-01 至 2023-09-30
中文摘要
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英文摘要
This project examines how variability in daily stress and fatigue--previously dismissed as uncontrollable 'noise' in cognitive processing--relates to variability in learning and problem-solving. This project is motivated in part by evidence that performance on tests of executive function and memory can fluctuate as a function of recently experienced, real-world, daily stressors. Because problem-solving recruits these and other cognitive abilities, it is hypothesized that day-to-day stressors can also impact our approaches to and success with complex, open-ended challenges regularly faced in educational and professional contexts. Further, on the basis of preliminary research, it is anticipated that a subset of individuals will exhibit greater resilience to stressors than others. In other words, for some, day-to-day stressors may create contexts that facilitate tackling problems to greater or lesser degrees, whereas for others, recent stressors may impact outcomes minimally. This work wields important implications for STEM education given the increasing priority placed on problem-solving skills. It will offer new foundations for modeling individual differences in resilience and vulnerability to everyday stressors during complex tasks. Moreover, understanding stressor-related intra-individual variability can lead to strategies for improving performance of high-stakes, resource demanding operations (e.g., piloting an airplane). Building from methods of Ecological Momentary Assessment (EMA), both subjective and physiological measures of stress and fatigue will be sampled from healthy adults on a daily basis as they engage in their regular routines of daily life. These data will be uploaded by participants to a secure server via smart phone and will be monitored by research staff. When daily sampling logs suggest the recent experience of high, medium, or low levels of stressors, participants will be scheduled for a testing session to be conducted in their own home or at the research facilities of the Swartz Center for Computational Neuroscience. They will engage in STEM-related problem-solving tasks modeled after real world activities. Simultaneously, electroencephalographic (EEG) data, eye movement, and electrocardiography will be recorded and synchronized. Monitoring periods are expected to last between one and three months and encompass nine testing sessions. This project will result in a rich corpus of data that can be probed from many different angles, offering an unprecedented view of intra-individual variability in task performance as a function of day-to-day changes in physiological and cognitive state. It is expected to reveal behavioral and brain dynamics supporting insight and discovery. Further, expanding from episode-based models of the metacognitive components of problem-solving, it is expected to tease apart ways in which various theorized components--such as representing the problem space, exploring, planning a solution, and implementation--may be differently affected by daily stressors. This project is funded by Integrative Strategies for Understanding Neural and Cognitive Systems (NSF-NCS), a multidisciplinary program jointly supported by the Directorates for Computer and Information Science and Engineering (CISE), Education and Human Resources (EHR), Engineering (ENG), and Social, Behavioral, and Economic Sciences (SBE).
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DOI:
10.1109/smc53654.2022.9945431
发表时间:
2022-10
期刊:
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
影响因子:
--
作者:
[D. L. Davis;M. Nakanishi;T. Jung]
通讯作者:
D. L. Davis;M. Nakanishi;T. Jung
DOI:
10.1109/tcsii.2021.3124253
发表时间:
2021-12-01
期刊:
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
影响因子:
4.4
作者:
[Van, Lan-Da, Tu, You-Cheng, Jung, Tzyy-Ping]
通讯作者:
Jung, Tzyy-Ping
Impact of Affective Multimedia Content on the Electroencephalogram and Facial Expressions
情感多媒体内容对脑电图和面部表情的影响
DOI:
10.1038/s41598-019-52891-2
发表时间:
2019
期刊:
Scientific Reports
影响因子:
4.6
作者:
[Siddharth, Siddharth, Jung, Tzyy-Ping, Sejnowski, Terrence J.]
通讯作者:
Sejnowski, Terrence J.
Resting State Brain Dynamics Supporting Creativity
静息状态下大脑动力学支持创造力
DOI:
--
发表时间:
2018
期刊:
Saltman Quarterly
影响因子:
--
作者:
[Raj, S., Wu, Y. C.]
通讯作者:
Wu, Y. C.
Multi-modal Approach for Affective Computing
情感计算的多模态方法
DOI:
--
发表时间:
2018
期刊:
IEEE 40th International Engineering in Medicine and Biology Conference
影响因子:
--
作者:
[Siddharth, S.
Jung]
通讯作者:
Siddharth, S.
Jung
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