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    Devaluation and sequential decisions: linking goal-directed and model-based behavior.Eva Friedel, Stefan P. Koch, Jean Wendt, Andreas Heinz, Lorenz Deserno & Florian Schlagenhauf - 2014 - Frontiers in Human Neuroscience 8.
  2. Stronger Prejudices Are Associated With Decreased Model-Based Control.Miriam Sebold, Hao Chen, Aleyna Önal, Sören Kuitunen-Paul, Negin Mojtahedzadeh, Maria Garbusow, Stephan Nebe, Hans-Ulrich Wittchen, Quentin J. M. Huys, Florian Schlagenhauf, Michael A. Rapp, Michael N. Smolka & Andreas Heinz - 2022 - Frontiers in Psychology 12.
    Background: Prejudices against minorities can be understood as habitually negative evaluations that are kept in spite of evidence to the contrary. Therefore, individuals with strong prejudices might be dominated by habitual or “automatic” reactions at the expense of more controlled reactions. Computational theories suggest individual differences in the balance between habitual/model-free and deliberative/model-based decision-making.Methods: 127 subjects performed the two Step task and completed the blatant and subtle prejudice scale.Results: By using analyses of choices and reaction times in combination with computational (...)
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