Basic knowledge of ideas of causal inference can help students to think beyond data, that is, to think more clearly about the data generating process. Especially for (maybe big) observational data, qualitative assumptions are important for the conclusions drawn and interpretation of the quantitative results. Concepts of causal inference can also…

Meta-analyses are often used to synthesize the findings of studies examining the correlational relationship between two continuous variables. When only dichotomous measurements are available for one of the two variables, the biserial correlation coefficient can be used to estimate the product-moment correlation between the two underlying…

The idea that plants do photosynthesis but do not do cellular respiration is a common misconception among middle and high school students that often stems from an over-simplification of these processes in diagrams and formal science instruction. The activity presented here uses a conceptual change approach (Nussbaum & Novick, 1982) and an…

This article illustrates ways that dynamic software using some sophisticated techniques in Excel can be used to demonstrate fundamental ideas related to regression and correlation analysis to increase student understanding of the concepts and methods in elementary statistics courses and in courses at the college algebra/precalculus level that…

Currently available (classical) testing procedures for the network autocorrelation can only be used for falsifying a precise null hypothesis of no network effect. Classical methods can be neither used for quantifying evidence for the null nor for testing multiple hypotheses simultaneously. This article presents flexible Bayes factor testing…

The universality of the educational activities must be in agreement with a series of systems that involve the universality of the subjects who learn and their physical, mental, belief, race and religion differences. The possibilities promoted by an immersive education --made of stimuli aimed at transformation through the use of virtual…

Simulation studies use computer-generated data to examine questions of interest that have traditionally been used to study properties of statistics and estimating algorithms. With the recent advent of powerful processing capabilities in affordable computers along with readily usable software, it is now feasible to use a simulation study to aid in…

Self-directed learning and creativity are critical workplace competences that are important to foster in formal educational settings. Previous studies have identified a relationship between self-directed learning and creativity, but the specific nature of this relationship is unclear. The purpose of the present theoretical paper is to examine…

In this article, we introduce a section preequating (SPE) method (linear and nonlinear) under the randomly equivalent groups design. In this equating design, sections of Test X (a future new form) and another existing Test Y (an old form already on scale) are administered. The sections of Test X are equated to Test Y, after adjusting for the…

A compositional effect is when pupil attainment is associated with the characteristics of their peers, over and above their own individual characteristics. Pupils at academically selective schools, for example, tend to out-perform similar-ability pupils who are educated with mixed-ability peers. Previous methodological studies however have shown…

Memorization is essential when new knowledge is based on association with existing knowledge. It is key in acquiring logographic languages, such as Chinese and Japanese. Such languages present challenges to students possessed of alphabet-based mother tongues. To meet these challenges, we discuss a technology-enhanced learning method to address the…

The incorporation of information and communications technology (ICT) in teaching and learning processes has created new challenges for administrative and academic processes in educational institutions. This paper proposes an E-Learning Tools Acceptance Model (eLTAM) with the purpose of examining the level of acceptance and critical factors of…

Uncertain and ambiguous environments are commonplace in information systems development (ISD) projects, and while different Agile frameworks welcome changes in organizational, technical, and business environments, the incurred uncertainty is known to negatively affect the development process and the quality of the final product. The effects of…

This report introduces an innovative research project about the dialogue among teacher trainees from UK, Norway and Pakistan, about a literary work, in a virtual environment. This project involved us, five English in Education academics from the three contexts, as researchers who gathered, analysed and reported on the international data…

The interdisciplinary science of conservation biology provides undergraduate biology students with the opportunity to connect the biological sciences with disciplines including economics, social science and philosophy to address challenging conservation issues. Because of its complexity, students do not often have the opportunity to practise…