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Article
Adaptive_Design_for_Systems_Factorial_Technology_Experiments.pdf
Journal of Mathematical Psychology (2019)
  • Joseph W Houpt
Abstract
Systems factorial technology (SFT) is a powerful framework for examining how people use multiple sources of information together. Unfortunately, it is often difficult to apply. Appropriate manipulation of the salience of each source of information is critical to assessing processing characteristics so a significant amount of time can be spent piloting to determine the correct levels. Even with piloting, some participants' data ends up unusable due to individual differences. We first examine the use of an accuracy-only adaptation for stimulus levels, based on the Psi method. In some cases a focus entirely on accuracy may be insufficient, particularly given that response time (RT) is the primary measure with SFT. Hence, we also introduce an approach to adapting stimulus levels for each individual participant's joint accuracy and RT. This will increase the likelihood that salience manipulations will be effective and that a participant's data will be usable.
Keywords
  • Systems factorial technology,
  • adaptive experimental design
Publication Date
December, 2019
Citation Information
Joseph W Houpt. "Adaptive_Design_for_Systems_Factorial_Technology_Experiments.pdf" Journal of Mathematical Psychology (2019)
Available at: http://works.bepress.com/joseph_houpt/48/