Dual processes in decision making and developmental neuroscience: A fuzzy-trace model

From Piaget to the present, traditional and dual-process theories have predicted improvement in reasoning from childhood to adulthood, and improvement has been observed. However, developmental reversals—that reasoning biases emerge with development—have also been observed in a growing list of paradigms. We explain how fuzzy-trace theory predicts both improvement and developmental reversals in reasoning and decision making. Drawing on research on logical and quantitative reasoning, as well as on risky decision making in the laboratory and in life, we illustrate how the same small set of theoretical principles apply to typical neurodevelopment, encompassing childhood, adolescence, and adulthood, and to neurological conditions such as autism and Alzheimer’s disease. For example, framing effects—that risk preferences shift when the same decisions are phrased in terms of gains vs. losses—emerge in early adolescence as gist-based intuition develops. In autistic individuals, who rely less on gist-based intuition and more on verbatim-based analysis, framing biases are attenuated (i.e., they outperform typically developing control subjects). In adults, simple manipulations based on fuzzy-trace theory can make framing effects appear and disappear depending on whether gist-based intuition or verbatim-based analysis is induced. These theoretical principles are summarized and integrated in a new mathematical model that specifies how dual modes of reasoning combine to produce predictable variability in performance. In particular, we show how the most popular and extensively studied model of decision making—prospect theory—can be derived from fuzzy-trace theory by combining analytical (verbatim-based) and intuitive (gist-based) processes.     

The Role of Social Connectedness and Sexual Orientation in the Prevention of Youth Suicide Ideation and Attempts Among Sexually Active Adolescents

The impact of types of social connectedness—family, other adult, and school—on suicide ideation and attempts among all youth, the relative impact of each type, and effect modification by sexual orientation was assessed. Data were from the 2007–2009 Milwaukee Youth Risk Behavior Surveys. Multivariable logistic regression analyses calculated the risk of suicide ideation and attempts by sexual orientation, types of social connectedness, and their interaction. Among all youth, each type of connectedness modeled singly conferred protective effects for suicide ideation. Family and other adult connectedness protected against suicide attempts. When modeled simultaneously, family connectedness protected against ideation and attempts. Sexual orientation modified the association between other adult connectedness and suicide ideation. Findings suggest that family connectedness confers the most consistent protection among all youth and sexual orientation does not generally modify the association between connectedness and suicidal behavior.