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  1. Why option generation matters for the design of autonomous e-coaching systems.Bart Kamphorst & Annemarie Kalis - 2015 - AI and Society 30 (1):77-88.
    Autonomous e-coaching systems offer their users suggestions for action, thereby affecting the user's decision-making process. More specifically, the suggestions that these systems make influence the options for action that people actually consider. Surprisingly though, options and the corresponding process of option generation --- a decision-making stage preceding intention formation and action selection --- has received very little attention in the various disciplines studying decision making. We argue that this neglect is unjustified and that it is important, particularly for designers of (...)
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  • The Cognitive Underpinnings of Option Generation in Everyday Life Decision‐Making: A Latent Variable Analysis.Johannes Leder, Jan A. Häusser, Stefan Krumm, Markus Germar, Alexander Schlemmer, Stefan Kaiser, Annemarie Kalis & Andreas Mojzisch - 2018 - Cognitive Science 42 (8):2562-2591.
    The ability to generate options for action is crucial for everyday life decision‐making. In this article, we propose and test a model of the cognitive underpinnings of option generation in everyday life situations. We carried out a laboratory study using measures of a wide range of cognitive functions and asked participants (N = 157) to generate options for actions for different everyday life decision‐making scenarios. The results of a latent variable analysis show that the cognitive underpinnings of option generation are (...)
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