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The model stopped when it reached the preset targeted prevalence (10%, 20 %, 30 or 40%).
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The fundamental question—How does target prevalence influence visual search performance?—can be brought into the lab and studied with the usual tools of Experimental Psychology using the usual non-experts as observers.
At the theoretical level, this suggests that the quitting thresholds and decision criteria that have been deemed responsible for the low-prevalence effect (Hout et al., 2015; Peltier & Becker, 2016a; Wolfe & Van Wert, 2010), although sensitive to target prevalence, may be insensitive to other types of manipulations.
Finally, consider the problem of target prevalence.
As target prevalence changed, so did target density.
Fig. 2 Accuracy by target prevalence and presence.
Confidence in search reduced with reduced target prevalence.
Fig. 3 Reaction time by target prevalence and presence.
While the search path is determined independent of target prevalence, the confidence with which search is conducted was not independent of target prevalence.
Do dramatic differences in target prevalence affect our ability to effectively search for that target?
Accuracy, total search time, and confidence were compared across the three target prevalence conditions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com