An axiomatic analysis of Egghe’s g-index

The g-index is a well-known index for measuring and comparing the output of scientific researchers, which has been introduced by Leo Egghe in 2006 as an improvement of the Hirsch-index. This article gives an axiomatic characterization of the g-index in terms of three natural axioms.     

Comprehension of Multiple Documents With Conflicting Information: A Two-Step Model of Validation

In this article, we examine the cognitive processes that are involved when readers comprehend conflicting information in multiple texts. Starting from the notion of routine validation during comprehension, we argue that readers' prior beliefs may lead to a biased processing of conflicting information and a one-sided mental model of controversial issues (text-belief consistency effect). An important distinction is that such biases occur routinely as a by-product of basic comprehension processes. However, readers can actively engage in strategies that work against the biasing effects of prior beliefs when they possess the relevant cognitive resources and are motivated to activate them. A review of published studies that examined belief effects in multiple text comprehension supports the two-step model of validation. We discuss implications of this model for multiple text comprehension and educational practice and delineate directions for future research.     

Reflections of an Online Social Work Professor: Illuminating an Alternative Pedagogy

ABSTRACT

Research in distance education has investigated student satisfaction and learning outcomes, comparing face-to-face with online delivery formats, and tested various technological tools, but has yet to consider alternative pedagogies. Liberatory pedagogy facilitates critical thinking, awareness, reflection and social action around constructs such as race, gender, and class. This paper uses Scholarly Personal Narrative to explore opportunities and challenges of implementing liberatory pedagogy within a virtual classroom. Themes include identity, body, mind, spirit, voice, authenticity, and self-actualization. Liberatory pedagogy emphasizes critical consciousness of oppression, aligns with professional values and ethics, encourages societal well-being, and would appear to enhance online social work education.     

Cognitive Teaching Methods for Special Education: Development of Approaches for Intervention and Assessment in Germany

FOLLOWING a short introduction to historical aspects of the development of cognitive teaching methods, four current areas of research are described: cognitive behaviour modification with a focus on problem solving and metacognitive abilities, comprising the methods of cognitive modelling and self‐instruction; intelligence training based on the theoretical propositions of inductive thinking; attempts at applying Piagetian concepts as a conceptual framework for education and training; dynamic testing, focussing on modifiability of performance and thus bridging the gap between diagnostic assessment and education. Basic theoretical assumptions, methods and applications are separately discussed for each of these fields. Empirical data are presented for evaluation of their level of development Summarizing the results, it seems, that promising effects of training and fruitful application of diagnostic procedures can be obtained; however, implementation of the respective methods in special education settings does not show great progress. It is, thus, concluded that research on implementation is indispensable.     

The impact of student misconceptions on student persistence in a MOOC

Massive Online Open Courses (MOOCs) provide opportunities to learn a vast range of subjects. Because MOOCs are open to anyone with computer access and rarely have prerequisite requirements, the range of student backgrounds can be far more varied than in conventional classroom-based courses. Prior studies have shown that misconceptions have a huge impact on students' learning performance; however, no study has empirically examined the relationship between misconceptions and learning persistence. This study of 12,913 MOOC-takers examines how students' misconceptions about the upcoming course material affect course completion. Using a survival analysis approach, we found that, controlling for the score in a pre-course test, students holding more misconceptions had a higher dropout rate at the start of the course, an effect that diminished over time. Other student variables were found to have a positive impact on survival that persisted throughout the entire course: U.S. location, higher age, an intention to complete, better English skills, prior familiarity with the subject, motivation to earn a certificate, and score and time spent on the previous problem set (homework). By contrast, student gender, education level, number of previous MOOCs completed, and motivation to participate in online discussion forums did not affect survival.     

Epistemological beliefs and epistemic strategies in self-regulated learning

How do epistemological attitudes and beliefs influence learning from text? We conceptualize epistemological attitudes and beliefs as components of metacognitive knowledge. As such, they serve an important function in regulating the use of epistemic strategies such as knowledge-based validation of information and checking arguments for internal consistency. We report results from two studies that investigated the effects epistemological attitudes and beliefs on the use of epistemic strategies in academic learning and the motivational states that mediate these effects. Study 1 (N = 289) tested a mediation model with epistemological attitudes (separate vs. connected knowing) and textual characteristics as distal predictors, and learning goals (learning factual knowledge vs. developing an own standpoint) as mediator variables. Separate knowing had large indirect effects on the use of epistemic strategies via the goal to develop an own point of view. In addition, learners adapted their learning goals and epistemic strategies depending on objective characteristics and the perceived familiarity of the texts they read. In Study 2 (N = 124), epistemological beliefs concerning the uncertainty of knowledge increased the use of epistemic strategies only when extrinsic study motivation was low. A mediated moderation model established this effect to be mediated by specific epistemic curiosity. These results illuminate the mechanisms of how epistemological attitudes and beliefs affect self-regulated learning. In contrast to other types of learning strategies, the use of epistemic strategies seems to be strongly and consistently linked to epistemological attitudes and beliefs.