Situation awareness as judgment I: Statistical modeling and quantitative measurement

نویسندگان

  • Alex Kirlik
  • Richard Strauss
چکیده

Situation awareness (SA) is a commonly used term to describe the challenges faced by human operators when interacting with controlled systems or work environments through technological interfaces. In this paper we conceptualize SA as judgment under uncertainty. As such, SA is conceived as the degree of correspondence between a set of human judgments and the distribution of true system or environmental states or events being judged. Statistical modeling and estimation techniques known as judgment analysis are used to decompose SA into seven individually measurable components for engineering analysis and design. We discuss how the model and measures complement existing qualitative models of SA (e.g., Endsley), human–automation interaction (e.g., Parasuraman, Sheridan & Wickens) and naturalistic decision making (NDM) (e.g., Klein). A companion article presents a demonstration of the judgment analysis approach to SA modeling and measurement. Relevance to industry Good situation awareness implies a high correlation between actual and judged system states. This paper provides a technique for decomposing this correlation into seven independent factors so that technology and training interventions target the specific barriers to situation awareness in any particular context or system. r 2006 Elsevier B.V. All rights reserved.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Systems Perspective on Situation Awareness I: Conceptual Framework, Modeling, and Quantitative Measurement

Situation awareness (SA) has garnered much recent attention in the human factors community. SA inherently requires a systems perspective, as it concerns the degree of adaptive coupling between human cognition and an external environment. As such, we present an SA modeling approach giving equal attention to both the cognitive and external components of a humanenvironment system, in the realm of ...

متن کامل

A Systems Perspective on Situation Awareness II: Experimental Evaluation of a Modeling & Measurement Technique

We present an empirical evaluation of the utility of a systems perspective on measuring and modeling Situation Awareness (SA) in a laboratory simulation requiring submarine stealth judgments to be made in an uncertain task environment. Applying the model to a comparison of baseline versus perceptually augmented interface conditions revealed that augmentation had both positive and negative effec...

متن کامل

Modeling the situation awareness by the analysis of cognitive process.

To predict changes of situation awareness (SA) for pilot operating with different display interfaces and tasks, a qualitative analysis and quantitative calculation joint SA model was proposed. Based on the situational awareness model according to the attention allocation built previously, the pilot cognitive process for the situation elements was analyzed according to the ACT-R (Adaptive Contro...

متن کامل

Probability Modeling of Synthetic Theories in Economics

Economic theories seek a scientific explanation or prediction of economic phenomena using a set of axiom, defined expressions, and theorems. Mathematically explicit economic models are one of these theories. Due to the unknown structure of each model, the existence of measurement error in economic committees and failure of Ceteris Paribus; the Synthetic of any economic theory requires probabili...

متن کامل

Validation of the Professional Citizen Education Model in Education

Purpose: The aim of this study was to validate the model of professional citizen education in education. Methodology: The present study was applied in terms of purpose and quantitative in terms of data collection and was conducted using a descriptive survey research method. The statistical population of the study was all line managers and education staff in Khorasan Razavi province in 2019. Ac...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006