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Opportunities to Advance Engineering Cognition and Project Level Decision Making by Adopting Emergent Methods from Neuroscience

机译:通过采用神经科学的新兴方法来提高工程认知和项目水平决策的机会

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Applications of neuroscience are leading to advances in both economics and architecture. For example, the neural correlates of decision making in bargaining games can predict trust among partners. A growing field of study in neuro-architecture is helping measure how the design of urban spaces can improve cortical function. The intent of this paper is to communicate details about the benefits of integrating neuroscience to engineering and project management research and to explain what is involved in adopting these methods and the procedures. The benefits are numerous: offering a new data source, opportunity to advance theoretical understanding, and visualization of the cognitive processing that produce judgment and decisions. These benefits seem to outweigh the learning curve associated with the measurement tools and nuances of the experimental design. There are several instruments such as electroencephalogram (EEG) and functional magnetic resonance imaging (fMRI). Another is functional near-infrared spectroscopy (fNIRS), which blends the benefits of both EEG and fMIR by providing better spatial resolution and a more realistic environment for data collection. In a pilot study, students were given ten engineering challenges on the most pressing issues facing humanity. The problems spanned topics such as renewable energy, water quality, poverty, and air pollution. Five of the ten challenges included an additional parameter about sustainability. When generating solutions that required meeting the additional parameter, a decrease occurred in area of the brain known to be involved in working memory, cognitive flexibility, planning, and abstract reasoning. Conceptually, these results provide insight into the neural mechanisms that support and facilitate engineering solution generation but also have real world implications. When writing or responding to an engineering request for proposal, when and how parameters are presented may elicit very distinct responses. Suggested areas of future research are also presented including opportunities to apply neuroscience methods in design cognition and hazard detection.
机译:神经科学的应用正在推动经济学和建筑学的发展。例如,在讨价还价游戏中决策的神经关联可以预测合作伙伴之间的信任。神经架构的研究领域正在不断发展,正在帮助衡量城市空间的设计如何改善皮质功能。本文的目的是传达有关将神经科学集成到工程和项目管理研究中的好处的详细信息,并解释采用这些方法和过程涉及的内容。好处很多:提供一个新的数据源,提高理论理解的机会,并可视化产生判断和决策的认知过程。这些好处似乎超过了与测量工具和实验设计的细微差别相关的学习曲线。有几种仪器,例如脑​​电图(EEG)和功能磁共振成像(fMRI)。另一个是功能近红外光谱(fNIRS),它通过提供更好的空间分辨率和更现实的数据收集环境,融合了EEG和fMIR的优势。在一项试点研究中,在人类面临的最紧迫问题上,给学生十项工程挑战。问题涉及可再生能源,水质,贫困和空气污染等主题。十个挑战中的五个包括关于可持续性的附加参数。当生成需要满足附加参数的解决方案时,已知参与工作记忆,认知灵活性,计划和抽象推理的大脑区域就会减少。从概念上讲,这些结果可洞悉支持和促进工程解决方案生成的神经机制,但也具有现实意义。在编写或响应工程建议书时,何时以及如何显示参数可能会引起截然不同的响应。还提出了未来研究的建议领域,包括在设计认知和危害检测中应用神经科学方法的机会。

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