CUE-driven Retrospection–a data Capturing Technique

M. K. Shaikh
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Abstract

A cue-driven retrospection (CDR) method is presented here that is developed for modeling the decision making process of naturalistic decision makers. The method is obtained from analysis of data obtained for nonroutine situations from fireground incident commanders and focuses on the use of cues instead of patterns. The method revolves around the tenet that in no routine situations, the decision makers think in a bottom-up fashion using the important, relevant and diagnostic cues intuitively (Shaikh, 2011); the method intends to capture the arguments that the firefighters give to term or not term a cue important, relevant and diagnostic. The thematic analysis of data gathered for Shaikh (2011) gave rise to this method. For testing the method, a total of 12 firefighters were asked to recall an incident that was of no routine nature and they were asked to fill the CDR template. The firefighters were provided a set of cues to assist in the activity and extract more mentally. The results shows that the firefighters were able to identify the relevance, importance and diagnosticity of cues. The CDR method can be used for naturalistic decision makers as well as for professionals such as design engineers, paramedics, and computer programmers etc. The method can be used for developing decision support systems, evaluating performance of decision makers, as certaining areas where more training is required, and for investigating the decision making process. This research in itself is one of its kind because fire brigade in Pakistan is mostly unexplored and how firefighters make decisions in the absence of even water and other basic resources needs to be investigated. Moreover this researcher found them highly non cooperative in this research endeavor.
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线索驱动的回顾——一种数据捕获技术
本文提出了一种线索驱动回溯(CDR)方法,用于对自然主义决策者的决策过程进行建模。该方法是通过分析从火场事故指挥官那里获得的非常规情况的数据而获得的,侧重于使用线索而不是模式。该方法围绕的原则是,在非常规情况下,决策者以自下而上的方式直观地使用重要的、相关的和诊断性的线索进行思考(Shaikh, 2011);该方法旨在捕捉消防员对术语或不术语的争论,这是重要的,相关的和诊断性的线索。对为Shaikh(2011)收集的数据的专题分析产生了这种方法。为了测试该方法,共有12名消防员被要求回忆一个非常规性质的事件,并被要求填写CDR模板。为消防员提供了一套线索,以帮助他们进行活动,并在精神上进行更多的提取。结果表明,消防员能够识别线索的相关性、重要性和诊断性。CDR方法既可以用于自然主义的决策者,也可以用于专业人士,如设计工程师、护理人员和计算机程序员等。该方法可用于开发决策支持系统,评价决策者的表现,作为需要更多培训的某些领域,并用于调查决策过程。这项研究本身是同类研究之一,因为巴基斯坦的消防队大多未被探索,消防员如何在缺乏水和其他基本资源的情况下做出决定需要调查。此外,本研究人员发现他们在这项研究努力中高度不合作。
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