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Observations and Issues in the Application of Cognitive Workload Modelling for Decision Making in Complex Time-Critical Environments

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Human Mental Workload: Models and Applications (H-WORKLOAD 2017)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 726))

Abstract

This paper presents some incidental findings and observations related to cognitive workload and situational awareness from a number of research projects investigating the impact of changes to systems used to support decision-making in complex time-critical situations. It is hoped that these observations will provide useful insights into the way cognitive workload affects decision-making as well as providing guidance to future research, in the form of specific aspects to investigate as well as considerations for the analysis process.

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References

  1. Smith, K.T., Mistry, B.: Predictive Operational Performance (PrOPer) model. In: Ergonomics Society 60th Anniversary Conference (2009)

    Google Scholar 

  2. Smith, K.T.: Building a human capability decision engine. In: Ergonomics Society Conference (2013)

    Google Scholar 

  3. Hart, S.G., Staveland, L.E.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. In: Hancock, P.A., Meshkati, N. (eds.) Human Mental Workload, pp. 139–183. North-Holland, Amsterdam (1988)

    Chapter  Google Scholar 

  4. Matthews, M.D., Beal, S.A.: Assessing situation awareness in field training exercises. U.S. Army Research Institute for the Behavioural and Social Sciences. Research Report 1795 (2002)

    Google Scholar 

  5. McGuinness, B., Foy, L.: A subjective measure of SA: the Crew Awareness Rating Scale (CARS). In: Presented at the Human Performance, Situational Awareness and Automation Conference, Savannah, Georgia (2000)

    Google Scholar 

  6. Morehouse, L.E., Gross, L.: Maximum Performance. Pocket Books, New York (1977). Cited in Bailey, R.W.: Human Performance Engineering: A Guide for System Designers. Bell Telephone Laboratories, Inc. (1982)

    Google Scholar 

  7. Gallwey, W.T.: The Inner Game of Tennis. Random House, New York (1974). Cited in Bailey, R.W., Human Performance Engineering: A Guide for System Designers. Bell Telephone Laboratories, Inc. (1982)

    Google Scholar 

  8. Tuckman, B.: Developmental sequence in small groups. Psychol. Bull. 63, 384 (1965)

    Article  Google Scholar 

  9. Smith, K.T.: A framework for modelling goals and objectives. In: Ergonomics Society Conference (1999)

    Google Scholar 

  10. Wickens, C.D.: Processing resources in attention. In: Parasuraman, R., Davies, D.R. (eds.) Varieties of Attention, pp. 63–102. Academic Press, New York (1984)

    Google Scholar 

  11. Wickens, C.D.: Processing resources and attention. In: Damos, D.L. (ed.) Multiple-task Performance. Taylor & Francis, London (1991)

    Google Scholar 

  12. Aldrich, T.B., McCracken, J.H.: A computer analysis to predict crew workload during LHX scout-attack missions. US Army Research Institute Field Unit, Fort Rucker, Alabama (1984)

    Google Scholar 

  13. McCracken, J.H., Aldrich, T.B.: Analysis of selected LHX mission functions: implications for operator workload and system automation goals (Technical Note ASI479-024-84). Army Research Institute Aviation Research and Development Activity, Fort Ruckers, AL (1984)

    Google Scholar 

  14. Mathieson, G., Holt, J., Mistry, B., Verrall, N.: Building Effective Representations of Social Networks and Culture in Models of HQ. DSTL/CR11545 V1.0 (2004)

    Google Scholar 

  15. Mistry, B.J., Waters, M.: Social Networks & Culture in HQ Modelling. Calibration and Integration of STORM with extant C2 model DARNOS (2007)

    Google Scholar 

  16. Endsley, M.R.: Toward a theory of situation awareness in dynamic systems. Hum. Factors 37(1), 32–64 (1995)

    Article  Google Scholar 

  17. Endsley, M.R., Farley, T.C., Jones, W.M., Midkiff, A.H., Hansman, R.J.: Situation Awareness Information Requirements for Commercial Airline Pilots (1998)

    Google Scholar 

  18. Kurtz, C.F., Snowden, D.J.: The new dynamics of strategy: sense-making in a complex and complicated world. IBM Syst. J. 42(3), 462–483 (2003)

    Article  Google Scholar 

  19. Klein, G.A.: Sources of Power: How People Make Decisions, pp. 1–30. MIT Press, Cambridge (1998)

    Google Scholar 

  20. Smith, K.T.: Measurement of situational awareness, cognitive workload and time to respond in decision-making: consideration of the interplay between these measures and the measurement techniques used. In: Handbook of Standards and Guidelines in Ergonomics and Human Factors, 2nd edn. CRC Press Taylor & Francis Group – Awaiting Publication

    Google Scholar 

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Smith, K.T. (2017). Observations and Issues in the Application of Cognitive Workload Modelling for Decision Making in Complex Time-Critical Environments. In: Longo, L., Leva, M. (eds) Human Mental Workload: Models and Applications. H-WORKLOAD 2017. Communications in Computer and Information Science, vol 726. Springer, Cham. https://doi.org/10.1007/978-3-319-61061-0_5

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  • DOI: https://doi.org/10.1007/978-3-319-61061-0_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-61060-3

  • Online ISBN: 978-3-319-61061-0

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