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…

In August 2023, American Association of Collegiate Registrars and Admissions Officers (AACRAO) created and distributed a 60-second survey to AACRAO primary contacts at U.S. institutions asking for information about institutional governance/decision making and the role of the registrar in this function. There were 327 responses from 49 states, the…

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.…

Principal self-efficacy is crucial to educational leadership, especially in instructional and operational areas, as found in this study. The study examines how principals maintain self-efficacy despite their many responsibilities, drawing on Bandura and Schunk's (1981) research on human behavior and belief and perception. Bandura and Adams (1977)…

This paper informs about a specific German concept in Pedagogy, the concept of "tact". Following an initial discussion of the particularities of the concept of (socio-) pedagogical tact, including its ethical and moral self-positioning and current demands for its operationality (1); will come the presentation of an empirical examination…

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.…

Humans often have an intuitive sense of whether they made the right decision or not -- our sense of confidence. In studies on metacognitive faculties, confidence is most often assessed explicitly, by asking participants how confident they are in their response being correct. While we can explicitly report our confidence, implicit methods of…

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…

Cooperatives are enterprises owned by the people who use their services, such as the workers or consumers. In East Boston, cooperatives work to ensure adequate housing and health care, work with dignity, and resistance to discrimination and wealth inequities. Democratic education is central to their operation, for residents in the community, the…

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…

Curiosity is a fundamental impulse which propels human beings to seek, and discover satisfying answers to life's deep questions. Capturing small but memorable moments of personal discovery, I highlight an element of curiosity within everyone's control: one's choices to be open. I provide a series of personal anecdotes and analogies, to illustrate…