An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

Although it is well documented that women are under-represented in STEM majors, the causes of this under-representation in different contexts are less clear. This article studies the relevance of absolute and relative performance in high school courses on STEM field enrollment when entering college in Chile. We use administrative countrywide data…

Purpose: Emotions have a pervasive, predictable, sometimes deleterious but other times instrumental effect on decision making. Yet the influence of emotions on educational leaders' decision making has been largely underexplored. To optimize educational leaders' decision making, this article builds on the prevailing data-driven decision-making…

Previous research is mixed regarding whether laypeople are sensitive to sample size. Here the author argues that this is in part because sample size sensitivity follows a curvilinear function with decreasing sensitivity as sample size become larger. This functional form reconciles apparent discrepancies in the literature, accounting for results…

Lifelong education has proven to be a significant challenge in the policy arena. The combination of formal education and labor-centered institutions has pressed the development of different mechanisms to understand the role of human capital accumulation in socioeconomic mobility and organizational performance. While the narratives of lifelong…

This study compared the impact of three types of case-based methods (case-based reasoning, worked example, and faded worked example) on preservice teachers' (n = 71) interaction with decision tasks and whether decision related measures (task difficulty, mental effort, decision making performance) were associated with the differences in student…

Previous research on individual differences in career decision-making processes has often focused on classifying individuals into a few types of decision-making "styles" based on the most dominant trait or characteristic of their approach to the decision process (e.g., rational, intuitive, dependent; Harren, 1979). In this research, an…

Behavioral and economic theories have long maintained that actions are chosen so as to minimize demands for exertion or work, a principle sometimes referred to as the "law of less work". The data supporting this idea pertain almost entirely to demands for physical effort. However, the same minimization principle has often been assumed also to…

This article presents a dual system model (DSM) of decision making under risk and uncertainty according to which the value of a gamble is a combination of the values assigned to it independently by the affective and deliberative systems. On the basis of research on dual process theories and empirical research in Hsee and Rottenstreich (2004) and…

A survey was conducted in a public, research university located in a large and diverse metropolitan area in the southeastern part of the USA. The purpose of the survey was to determine both the positive and negative personal, educational, social, and work related consequences of playing video games. Nearly two-thirds of the 203 participants in…

Previous studies have demonstrated that many college students, specifically those high on extraversion are prone to risky and sometimes unethical decision-making. The present study examined the impact of a decision-making "tool" that incorporated the use of standard ethical perspectives on students' attitudes and intentions. This "fill in the…

Optimal sequential decision rules are proposed for adapting the appropriate amount of instruction to learning needs. The framework for the approach is derived from Bayesian decision theory and the assumption that three actions (master, partial master, and nonmaster) are open to the decision maker. (SLD)

This paper introduces dynamic latent-class models for the analysis and interpretation of stability and change in recurrent choice data. These latent-class models provide a nonparametric representation of individual taste differences. The approach is illustrated with an analysis of a purchase incidence data set. (SLD)

This paper presents selected findings from an ESRC-funded research project examining the choices and occupational aspirations of 59 students approaching the end of their compulsory schooling. It concentrates on the development of a choice model conceptualising the decisionmaking processes of the young people involved in the study, whilst avoiding…

We examined need for cognition, social desirability, and communication apprehension for their influence on the mention and repetition of shared and unshared information in 8-person decision-making groups. Both need for cognition and social desirability influenced the discussion of shared and unshared information in decision-making groups. The…