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A proactive approach for predicting recurrent defective designs

机译：主动预测重复缺陷设计的方法

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摘要

Recent emphases on management of defective designs have been directed toward the human and organizational factors. A great need thus exists for an approach that is able to address the factors for successful management. This paper presents a proactive, quantitative approach to predict defective designs occurrences by incorporating workplace and organizational factors. The approach utilizes a multinominal logistic regression technique and provides information on the predicted proportion of defective designs that may occur as a result of workplace and organizational problems. The methodology used to arrive at the approach takes into account the principles of causal mechanism of defective design and the influencing factors. One hundred defect cases were employed to develop the approach. Throughout the paper, feasibility of the approach is demonstrated.
机译：对缺陷设计的管理的最新重点已针对人为因素和组织因素。因此，迫切需要一种能够解决成功管理因素的方法。本文提出了一种主动，定量的方法，通过结合工作场所和组织因素来预测缺陷设计的发生。该方法利用多项式逻辑回归技术，并提供有关由于工作场所和组织问题而可能发生的缺陷设计的预计比例的信息。用于得出该方法的方法学考虑了缺陷设计的因果机制原理和影响因素。使用一百个缺陷案例来开发该方法。在整个论文中，证明了该方法的可行性。

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