Based on hundreds of thousands of hours of data about how students learn in massive open online courses, educational machine learning promises to help students who are learning to code. However, in most classrooms, students and assignments do not have enough historical data for feeding these data hungry algorithms. Previous work on predicting…

In teaching sciences, models are often used to introduce, elaborate or simplify real-world phenomena or concepts. It is, however, often the case that misconceptions arise from or are facilitated by these teaching models during their transition to mental models of the individual learners. For instance, models are often seen as direct replicas of…

Despite growing advocacy of interdisciplinary approaches to science, technology, engineering and mathematics (STEM), there are persistent concerns about the practical and principled epistemic bases on which this can be justified as a mainstream curricular practice. A major issue concerns the nature of interrelations between the STEM disciplines in…

Although agent-based models (ABMs) have been increasingly accepted in social sciences as a valid tool to formalize theory, propose mechanisms able to recreate regularities, and guide empirical research, we are not aware of any research using ABMs to assess the robustness of our statistical methods. We argue that ABMs can be extremely helpful to…

In his 1837 essay "The American Scholar," Ralph Waldo Emerson offers a challenge that is appropriate for honors practitioners today--namely, to figure out just how good a time this is to be doing the work we do. Honors students, faculty, and staff occupy every part of the institutions we call home, so we should take advantage of our…

Postgraduate taught student experience (PGT) is the product of a complex journey. During study, PGT students face an array of emotions and stressors associated with biopsychosocial-cultural processes interacting in, across, and in response to various dynamic systems that serve to threaten or challenge their study journey, making wellbeing an…

Talent of the practitioner is irrelevant if the person receiving support (or the person responsible for delivering support) does not follow through with the plan. This is true in applied behavior analysis (ABA), medicine, and allied health-care services. The cost of nonadherence and related nonoptimized interventions is a major contributor to the…

Purpose: It has become accepted practice to include an evaluation alongside learning programmes that take place at work, as a means of judging their effectiveness. There is a tendency to focus such evaluations on the relevance of the intervention and the amount of learning achieved by the individual. The aim of this review is to examine existing…

In the context of paradigmatic transformations, different approaches have periodically dominated in the field of educational sciences, as happened in other fields. There are views related to which the scientific paradigms are rising rapidly and falling slowly. The purpose of this study is to investigate why? and how? paradigms gain and lose their…

This paper outlines the potential gains for Constructionist research and praxis in modelling that might be obtained by recognising the power of the Patch--a humble computational being in the NetLogo modelling environment that has been overshadowed by its more popular fellow agent, the Turtle. To contextualise this opportunity, I describe how…

To develop students' critical thinking is one of the primary goals of a modern democratic school system. However, what is to be developed has been the matter of long-standing debate. One particular area of conflict has been what role is played by the knowledge concerning the object to be critically thought about. The 'specifists' have asserted…

Drawing on the experience of one university seeking to improve its faculty mentoring efforts, this chapter provides a model for how organizations can facilitate the broad adoption of new mentoring practices that contextualize individual behavior in institutional norms so what results is more than a "rationalized myth."

For misguided reasons, social scientists have long been reluctant to use gain scores for estimating causal effects. This article develops graphical models and graph-based arguments to show that gain score methods are a viable strategy for identifying causal treatment effects in observational studies. The proposed graphical models reveal that gain…

Background: The Medical Model of disability focuses on diagnosed conditions. It is used in policy particularly to categorise people. This enables predictions and forecasting about the size of policy needs but tends to homogenise disability representations, assigning a negative evaluation to illness that may be irrespective of patho-anatomical…

A thorough understanding of the relationship between quality and quantity of creative productions is critically important for creativity researchers and practitioners. The current study examines the equal odds baseline as a simple model to describe the quality-quantity relationship. Among other predictions, the equal odds baseline posits the…