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Cognitive Effects of Physical Models in Engineering Idea Generation

机译:物理模型对工程思想产生的认知作用

摘要

Designers use various representations to externalize their ideas, physical models being an important one. Physical models are widely used by designers and their use is promoted as an effective design tool by industry and government agencies. However, very little is known about the cognitive effects of physical models in the design process; the available guidelines are conflicting. Some researchers argue for the frequent implementation of physical models, while others observe that the use of physical models fixates designers. In light of these conflicts, the research discussed in this dissertation focuses on understanding the cognitive effects of physical models and developing guidelines for aiding designers in their implementation. A combination of controlled lab studies and qualitative studies is adopted to achieve said goal. The results from the controlled studies show that physical models supplement designers? erroneous mental models and help them to come up with more ideas satisfying the problem requirements. These studies also demonstrate that design fixation is not inherent in physical modeling, but it is caused by the Sunk Cost Effect. According to Sunk Cost Effect, as designers spend more time building physical models of their initial ideas, they tend to fixate more to the variations of those ideas. A qualitative study on industry-sponsored projects and development cases of award-winning products further supports these results in more realistic situations. Further, the studies reported in this dissertation show that physical models can be effective tools for the mitigation of fixation to undesirable design features in a flawed example; however, these results can also depend upon the experience level of a designer in solving open-ended design problems. With these insights from the series of studies, a set of guidelines and a Model Error Reeducation Method (MERM) are formulated and tested with novice designers. MERM helps designers in identifying critical loads and interface designs they miss in their original designs, before prototyping. The results from the testing of this method show that this method is very useful in avoiding said errors in physical modeling.
机译:设计师使用各种表示形式来体现他们的想法,物理模型是重要的模型。物理模型已被设计人员广泛使用,并且行业和政府机构将其用作有效的设计工具。但是,关于物理模型在设计过程中的认知效果知之甚少。现有的准则相互矛盾。一些研究人员主张经常执行物理模型,而另一些研究人员则认为,使用物理模型会固定设计师。鉴于这些冲突,本文讨论的研究重点是理解物理模型的认知效果,并为设计人员的实施提供指导。结合控制实验室研究和定性研究来达到上述目标。对照研究的结果表明,物理模型可以补充设计人员?错误的心理模型,并帮助他们提出更多满足问题要求的想法。这些研究还表明,设计固定不是物理建模固有的,而是由沉没成本效应引起的。根据“沉没成本效应”(Sunk Cost Effect)的说法,随着设计师花费更多时间来构建其初始想法的物理模型,他们倾向于将更多的精力固定在这些想法的变体上。对行业资助项目和获奖产品开发案例的定性研究在更现实的情况下进一步支持了这些结果。此外,本论文报道的研究表明,在一个有缺陷的示例中,物理模型可以成为减轻对不良设计特征的固定的有效工具。但是,这些结果也可能取决于设计师解决开放式设计问题的经验水平。借助系列研究的这些见识,制定了一套指南和模型错误再培训方法(MERM),并与新手设计师一起进行了测试。 MERM可帮助设计人员在原型设计之前确定他们在原始设计中错过的关键负载和接口设计。该方法的测试结果表明,该方法对于避免物理建模中的所述错误非常有用。

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