Strategies in Naturalistic Decision-Making : A cognitive Task Analysis of Naval Weather Forecasting 1

The work reported here was undertaken to gain an understanding of the weather forecasting process in a naturalistic setting that involves task switching and moderate time pressure. In the first study, Navy weather forecasters verbalized their thoughts while they completed a standard forecasting task. In the second study, Navy weather forecasters completed a questionnaire after finishing each of 22 forecasts. The studies showed that military forecasting is streamlined; forecasters relied largely on numerical weather prediction models, and problem solving was predominantly rule-based rather than based upon a four-dimensional mental representation of the atmosphere. Strategies suggested an effort to minimize workload in order to adapt to task demands. Despite the need for efficiency, military forecasters appeared to maintain system awareness. All forecasters expressed some understanding of numerical model uncertainty.

[1]  William R. Moninger,et al.  The Weather Information and Skill Experiment (WISE): The Effect of Varying Levels of Information on Forecast Skill , 1993 .

[2]  R. Mccarthy Working Memory. (Oxford Psychology Series No. 11.) , 1987 .

[3]  R. Hastie,et al.  Making Better use of Scientific Knowledge: Separating Truth from Justice , 1992 .

[4]  K. A. Ericsson,et al.  Protocol Analysis: Verbal Reports as Data , 1984 .

[5]  A. Charles,et al.  Forecasting THE HUMAN ELEMENT IN WEATHER FORECASTING , 2022 .

[6]  Robert R. Hoffman,et al.  Human Factors Psychology in the Support of Forecasting: The Design of Advanced Meteorological Workstations , 1991 .

[7]  J A Swets,et al.  Psychological Science Can Improve Diagnostic Decisions , 2000, Psychological science in the public interest : a journal of the American Psychological Society.

[8]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[9]  Ola Svenson,et al.  Judgment and decision making under time pressure: studies and findings , 1993 .

[10]  Charles A. Doswell Forecaster Workstation Design: Concepts and Issues , 1992 .

[11]  K. R. Hammond Human judgment and social policy , 1980 .

[12]  Cynthia M. Lusk Assessing Components of Judgments in an Operational Setting , 1993 .

[13]  Roberta Calderwood,et al.  Decision models: some lessons from the field , 1991, IEEE Trans. Syst. Man Cybern..

[14]  J. Gregory Trafton,et al.  Turning pictures into numbers: extracting and generating information from complex visualizations , 2000, Int. J. Hum. Comput. Stud..

[15]  Susan S. Kirschenbaum,et al.  Influence of experience on information-gathering strategies , 1992 .

[16]  Mustapha Mouloua,et al.  Automation and Human Performance : Theory and Applications , 1996 .