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Response Preparation and the Simon Effect: Experimental and Model-Based Analyses
1Leibniz Research Center for Working Environment and Human Factors (IfADo), Germany.
The Simon effect, a cognitive bias, is larger for frequent responses than infrequent ones. This study confirms biased response preparation is the primary driver of this effect.
Area of Science:
- Cognitive Psychology
- Human Factors
- Neuroscience
Background:
- The Simon effect demonstrates how stimulus-response compatibility influences reaction times.
- Previous research has explored various factors contributing to the Simon effect, including attention and response preparation.
Purpose of the Study:
- To investigate the underlying mechanisms of the Simon effect, specifically the modulation by response frequency.
- To differentiate between three competing hypotheses: biased response preparation, attentional facilitation, and trial frequency effects.
Main Methods:
- Conducted three experiments manipulating response frequency and cue validity.
- Utilized a model-based analysis with extensions of the Leaky, Competing Accumulator (LCA) model.
- Assessed the dynamics of the Simon effect using delta plots.
Main Results:
- The Simon effect was significantly modulated by relative response frequency.
- The effect was independent of the physical distance between hands and the monitor.
- Valid response cues almost completely eliminated the Simon effect.
- Model simulations supported biased response preparation as the main factor, though dynamics were less accurately predicted without incorporating shielding.
Conclusions:
- Biased response preparation plays a primary role in the Simon effect modulation by response frequency.
- Response preparation may involve shielding against distraction in addition to anticipatory activation.
- The specific type of congruency effect and stimulus timing influence frequency-based modulations.
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