Theoretical Issues in Ergonomics Science · 2014 · 13 citations · 10 references
BusinessPsychologyProbability TheoryStochastic ModelingUncertainty QuantificationCognitive ModelingDecision-making Under UncertaintyHuman ReliabilityMission PlanningProbabilistic ForecastingProbabilistic ModelingPredictive ModellingTemporal Anticipation
Two problems concerning anticipation effort as an important cognitive resource for improved avionics safety are addressed: (1) assessment of the probability that the random actual (‘subjective’) anticipation time is below the (also random) available (‘objective’) time and (2) evaluation of the likelihood of success of the random short-term anticipation from the predetermined (non-random) long-term anticipation. Unlike the traditional statistical approach, when experimentations are done first and are followed by statistical analyses, our novel concept suggests that probabilistic predictive modelling is done first and is followed by experimentation. The concept proceeds from the fundamental understanding that nobody and nothing is perfect and that the difference between a success and a failure in a particular effort, a situation, or a mission is, in effect, ‘merely’ the difference in the level of the never-zero probability of failure.
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