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  1. We know what stops you from thinking forever: A metacognitive perspective.Rakefet Ackerman & Kinga Morsanyi - 2023 - Behavioral and Brain Sciences 46:e112.
    This commentary addresses omissions in De Neys's model of fast-and-slow thinking from a metacognitive perspective. We review well-established meta-reasoning monitoring (e.g., confidence) and control processes (e.g., rethinking) that explain mental effort regulation. Moreover, we point to individual, developmental, and task design considerations that affect this regulation. These core issues are completely ignored or mentioned in passing in the target article.
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  • Mindset effects on the regulation of thinking time in problem-solving.Rakefet Ackerman & Liat Levontin - forthcoming - Thinking and Reasoning.
    Understanding time investment while solving problems is central to metacognitive research. By the Diminishing Criterion Model (DCM), time regulation is guided by two stopping rules: a confidence criterion that drops as time is invested in each problem and the maximum time to be invested. This combination generates curved confidence–time associations. We compared the belief that intelligence is malleable, a growth mindset, to the belief that intelligence is fixed, and to neutral control groups. We hypothesized that a growth mindset leads people (...)
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