This special issue of "International Journal of Science Education" is based on the theme "Conceptual Metaphor and Embodied Cognition in Science Learning." The idea for this issue grew out of a symposium organized on this topic at the conference of the European Science Education Research Association (ESERA) in September 2013.…

Judea Pearl (2000) was the first to propose a definition of actual causation using causal models. A number of authors have suggested that an adequate account of actual causation must appeal not only to causal structure but also to considerations of "normality." In Halpern and Hitchcock (2011), we offer a definition of actual causation…

We begin by distinguishing computationalism from a number of other theses that are sometimes conflated with it. We also distinguish between several important kinds of computation: computation in a generic sense, digital computation, and analog computation. Then, we defend a weak version of computationalism--neural processes are computations in the…

Neuroeducation--a recent approach to educational policy--claims that a bridge should be established between education and mind-brain sciences, with the double aim of devising educational methods that work and of understanding why they work. The success of this encounter depends, among other conditions, on getting the science "right"; otherwise,…

Reported are the results of a multiyear study in which reading comprehension and writing were integrated within an in-depth science instructional model (Science IDEAS) in daily 1.5 to 2 h daily lessons on a schoolwide basis in grades 3-4-5. Multilevel (HLM7) achievement findings showed the experimental intervention resulted in significant and…

In this article I examine three examples of philosophical theories of scientific representation with the aim of assessing which of these is a good candidate for a philosophical theory of scientific representation in science learning. The three candidate theories are Giere's intentional approach, Suárez's inferential approach and Lynch and…

In this essay, I argue that the traditional view of teaching, that the teacher's responsibility is to present information that students are solely responsible for learning, has been rendered untenable by cognitive science research in learning. The teacher can have a powerful effect on student learning by teaching not only content, but how to…

We investigated whether three student-centred strategies influenced retention of science vocabulary words among 7th grade students. Two of the strategies (drawing pictures and talking about the definition of the terms) were developed to involve the students in more constructive and interactive exercises when compared to the technique that was in…

The cognitive sciences, including psychology and education, have their roots in antiquity. In the historically early disciplines like logic and philosophy, the purpose of inquiry was normative. Logic sought to formalize valid inferences, and the various branches of philosophy sought to identify true and certain knowledge. Normative principles are…

Understanding what numbers are means knowing several things. It means knowing how counting relates to numbers (called "the cardinal principle" or "cardinality"); it means knowing that each number is generated by adding one to the previous number (called "the successor function' or "succession"), and it means…

How does the mind work--and especially how does it learn? Teacher's instructional decisions are based on a mix of theories learned in teacher education, trial and error, craft knowledge, and gut instinct. Such knowledge often serves teachers well, but is there anything sturdier to rely on? Cognitive science is an interdisciplinary field of…

Past research reveals a tension between children's preferences for egalitarianism and ingroup favoritism when distributing resources to others. Here we investigate how children's evaluations and expectations of others' behaviors compare. Four- to 10-year-old children viewed events where individuals from two different groups…

Understanding the role of "representations" in cognitive science is a fundamental problem facing the emerging framework of embodied, situated, dynamical cognition. To make progress, I follow the approach proposed by an influential representational skeptic, Randall Beer: building artificial agents capable of minimally cognitive behaviors and…

Arguments over conceptions of giftedness and provisions for the gifted bear similarities to arguments over key constructs in other disciplines. We can clarify and strengthen the conceptual foundations for gifted education by going beyond psychology and education to explore theory and research in other disciplines such as cultural anthropology,…

"Large-Scale Multimedia Retrieval" (LSMR) is the task to fast analyze a large amount of multimedia data like images or videos and accurately find the ones relevant to a certain semantic meaning. Although LSMR has been investigated for more than two decades in the fields of multimedia processing and computer vision, a more…