In two studies, children learned simple but adaptive decision strategies from decision feedback. In a probabilistic multi-cue decision task, we investigated children's decision strategies under different feedback conditions. In Study 1 (N = 313), 7- and 9-year-old German children learned the selective decision strategy Take-the-Best. Children…

Learning analytics dashboards (LAD) deserve increasing attention, yet their adoption remains limited. Designing effective LAD is a difficult process, and LADs often fail in turning insights into action. We argue that providing explicit decision-making features in a participatory design process may help to develop LADs supporting action. We first…

Previous research has demonstrated the displacement of leisure items by edible items in the context of preference assessments. Recent research has further evaluated this phenomenon by manipulating the magnitude of access to leisure items and evaluating the effect on preference when given the option between leisure and edible items (e.g., Clark et…

Decision making about complex socioscientific issues (SSI) involves recognizing and weighing tradeoffs among conflicting values and stakeholder outcomes. A vital but difficult practice, engaging in tradeoffs allows decision-makers to engage in perspective-taking, and also identify that not all their desired goals may be fulfilled by a policy.…

Human decision-making is underpinned by distinct systems that differ in flexibility and associated cognitive cost. A widely accepted dichotomy distinguishes between a cheap but rigid model-free system and a flexible but costly model-based system. Typically, humans use a hybrid of both types of decision-making depending on environmental demands.…

Several studies have indicated that stakeholder engagement could ensure the successful adoption of learning analytics (LA). Considering that researchers and tech developers may not be aware of how LA tools can derive meaningful and actionable information for everyday use, these studies suggest that participatory approaches based on human-centred…

In this integrative literature review, we synthesize the scant literature from the last 40 years of educational research on how school principals make difficult decisions. Reviewing 15 peer-reviewed articles, articles were coded for the methods used and their substantive findings. We review sampling techniques, the types of problems and methods…

There has been considerable interest in what components of decision-making change when speed or accuracy is stressed. In many early studies, quite strict assumptions were made about parameter invariance across experimental conditions (sometimes called selective influence). Here we fit the standard diffusion model to the data from four large…

Adequate financial decision-making necessitates a solid foundation in financial literacy and comprehension of its principles. This is particularly crucial for students, as their financial and behavioral choices can significantly impact their future financial and career prospects. Consequently, the present study aimed to explore the causal links…

The study aimed at exploring the relationship between social media disorder and academic procrastination, and to thereby investigate the mediating effects of intrusive thinking and fatigue. By enrolling 412 undergraduate college students in India, the interconnectedness of the four variables was investigated using Social Media Disorder scale by…

Observational learning enables us to make decisions by watching others' behaviors. The quality of such learning depends on the abilities of those we observe, but also on our beliefs about those abilities. We have previously demonstrated that observers learned better from demonstrators described as high vs. low in ability, regardless of their…

Democracies expect citizens to engage actively in public life by making decisions about political issues that are frequently ambiguous, with strong moral and emotional implications, and often subject to misinformation and manipulation. Strong critical thinking (CT) appears therefore as a crucial component of a reflective democratic citizenship.…

Aphasia therapy should address communication in everyday contexts. One type of social interaction that occurs frequently in the daily lives of spouses is joint decision-making. Currently, no known study has investigated how spouses collaboratively make decisions when one of the spouses has aphasia and the other one does not. The purpose of this…

Intractable shortages of science, technology, engineering, and mathematics (STEM) teachers have prompted international policy efforts to recruit career changers to the profession. This research determines the significant influences on career changers' decisions to pursue or pass on STEM teaching careers. Surveys completed by 91 career changers…

Previous research has identified contradictory patterns in autism upon probabilistic reasoning tasks, and high levels of self-report paranoia symptoms have also been reported. To explore this relationship, the present study assessed 64 non-autistic and 39 autistic adults on two variants of a probabilistic reasoning task which examined the amount…