Despite the accumulation of substantial cognitive science research relevant to education, there remains confusion and controversy in the application of research to educational practice. In support of a more systematic approach, we describe the Knowledge-Learning-Instruction (KLI) framework. KLI promotes the emergence of instructional principles of high potential for generality, while explicitly identifying constraints of and opportunities for detailed analysis of the knowledge students may acquire in courses. Drawing on research across domains of science, math, and language learning, we illustrate the (...) analyses of knowledge, learning, and instructional events that the KLI framework affords. We present a set of three coordinated taxonomies of knowledge, learning, and instruction. For example, we identify three broad classes of learning events (LEs): (a) memory and fluency processes, (b) induction and refinement processes, and (c) understanding and sense-making processes, and we show how these can lead to different knowledge changes and constraints on optimal instructional choices. (shrink)

This article explores the complementary strengths and weaknesses of grounded and abstract representations in the domain of early algebra. Abstract representations, such as algebraic symbols, are concise and easy to manipulate but are distanced from any physical referents. Grounded representations, such as verbal descriptions of situations, are more concrete and familiar, and they are more similar to physical objects and everyday experience. The complementary computational characteristics of grounded and abstract representations lead to trade‐offs in problem‐solving performance. In prior research with (...) high school students solving relatively simple problems, Koedinger and Nathan (2004) demonstrated performance benefits of grounded representations over abstract representations—students were better at solving simple story problems than the analogous equations. This article extends this prior work to examine both simple and more complex problems in two samples of college students. On complex problems with two references to the unknown, a “symbolic advantage” emerged, such that students were better at solving equations than analogous story problems. Furthermore, the previously observed “verbal advantage” on simple problems was replicated. We thus provide empirical support for a trade‐off between grounded, verbal representations, which show advantages on simpler problems, and abstract, symbolic representations, which show advantages on more complex problems. (shrink)

We analyze naturally occurring datasets from student use of educational technologies to explore a long-standing question of the scope of transfer of learning. We contrast a faculty theory of broad transfer with a component theory of more constrained transfer. To test these theories, we develop statistical models of them. These models use latent variables to represent mental functions that are changed while learning to cause a reduction in error rates for new tasks. Strong versions of these models provide a common (...) explanation for the variance in task difficulty and transfer. Weak versions decouple difficulty and transfer explanations by describing task difficulty with parameters for each unique task. We evaluate these models in terms of both their prediction accuracy on held-out data and their power in explaining task difficulty and learning transfer. In comparisons across eight datasets, we find that the component models provide both better predictions and better explanations than the faculty models. Weak model variations tend to improve generalization across students, but hurt generalization across items and make a sacrifice to explanatory power. More generally, the approach could be used to identify malleable components of cognitive functions, such as spatial reasoning or executive functions. (shrink)

This study investigated the cognitive processes involved in inductive reasoning. Sixteen undergraduates solved quadratic function–finding problems and provided concurrent verbal protocols. Three fundamental areas of inductive activity were identified: Data Gathering, Pattern Finding, and Hypothesis Generation. These activities are evident in three different strategies that they used to successfully find functions. In all three strategies, Pattern Finding played a critical role not previously identified in the literature. In the most common strategy, called the Pursuit strategy, participants created new quantities from (...) x and y, detected patterns in these quantities, and expressed these patterns in terms of x. These expressions were then built into full hypotheses. The processes involved in this strategy are instantiated in an ACT‐based model that simulates both successful and unsuccessful performance. The protocols and the model suggest that numerical knowledge is essential to the detection of patterns and, therefore, to higher‐order problem solving. (shrink)

Dienes & Perner (D&P) argue that nondeclarative knowledge can take multiple forms. We provide empirical support for this from two related lines of research about the development of mathematical reasoning. We then describe how different forms of procedural and declarative knowledge can be effectively modeled in Anderson's ACT-R theory, contrasting this computational approach with D&P's logical approach. The computational approach suggests that the commonly observed developmental progression from more implicit to more explicit knowledge can be viewed as a consequence of (...) accumulating and strengthening mental representations. (shrink)

Recent studies have shown that self‐explanation is an effective metacognitive strategy, but how can it be leveraged to improve students' learning in actual classrooms? How do instructional treatments that emphasizes self‐explanation affect students' learning, as compared to other instructional treatments? We investigated whether self‐explanation can be scaffolded effectively in a classroom environment using a Cognitive Tutor, which is intelligent instructional software that supports guided learning by doing. In two classroom experiments, we found that students who explained their steps during problem‐solving (...) practice with a Cognitive Tutor learned with greater understanding compared to students who did not explain steps. The explainers better explained their solutions steps and were more successful on transfer problems. We interpret these results as follows: By engaging in explanation, students acquired better‐integrated visual and verbal declarative knowledge and acquired less shallow procedural knowledge. The research demonstrates that the benefits of self‐explanation can be achieved in a relatively simple computer‐based approach that scales well for classroom use. (shrink)

This chapter contains sections titled: Introduction Hegel's Semantics of Singular Cognitive Reference Hegel's Justification of His Semantics of Singular Cognitive Reference in “Consciousness” “Self‐Consciousness,” Thought, and the Semantics of Singular Cognitive Reference Hegel's Interim Critique of the Ego‐Centric Predicament Conclusion References.

This chapter contains sections titled: Introduction The Co‐extensiveness of Understanding and Sensibility Identity and Predication Objective Purport and Kant's Transcendental Deduction Proving Mental Content Externalism Transcendentally Notes References.

The paradox of Secher Nbiw, the Golden Path, is that the prescient God Emperor Leto II Atreides – son of Paul – must essentially enslave human kind to bring about its eventual liberation. Future humans with the genetics or technology to evade prescience would be invisible not only to their enemies, but to the God Emperor himself. One of the most important interests humans have is in self‐determination – in being the authors of our own lives. Like science fiction authors, (...) philosophers sometimes contemplate different “possible worlds,” situations that might exist if only events had gone a little differently. For most of human history, selecting the sex of children has primarily been accomplished through the crude and costly method of post natal infanticide. The “openness” of a child's future is difficult to maximize because the pursuit of one opportunity often closes off others. (shrink)

A radical, optimistic exploration of how humans evolved to develop reason, consciousness, and free will. Lately, the most passionate advocates of the theory of evolution seem to present it as bad news. Scientists such as Richard Dawkins, Lawrence Krauss, and Sam Harris tell us that our most intimate actions, thoughts, and values are mere byproducts of thousands of generations of mindless adaptation. We are just one species among multitudes, and therefore no more significant than any other living creature. Now comes (...) Brown University biologist Kenneth R. Miller to make the case that this view betrays a gross misunderstanding of evolution. Natural selection surely explains how our bodies and brains were shaped, but Miller argues that it’s not a social or cultural theory of everything. In The Human Instinct, he rejects the idea that our biological heritage means that human thought, action, and imagination are pre-determined, describing instead the trajectory that ultimately gave us reason, consciousness and free will. A proper understanding of evolution, he says, reveals humankind in its glorious uniqueness—one foot planted firmly among all of the creatures we’ve evolved alongside, and the other in the special place of self-awareness and understanding that we alone occupy in the universe. Equal parts natural science and philosophy, The Human Instinct is a moving and powerful celebration of what it means to be human. (shrink)

A queue‐jumping argument concludes that some course of action is impermissible by likening it to the presumptively impermissible act of jumping a queue. Arguments of this sort may be found in a disparate range of contexts and in support of policies favoured by both left and right. Examples include arguments against private education and private health care but also arguments against accommodations for learning disabilities, refugee resettlement, and birthright citizenship. We infer that, although queue‐jumping arguments are strictly analogies, they constitute (...) a sufficiently distinct class of arguments to justify their separate treatment. The paper proposes an argumentation scheme for queue‐jumping arguments and demonstrates its applicability to some existing arguments of this type. (shrink)

This Open Access book provides both a broad perspective and a focused examination of cow care as a subject of widespread ethical concern in India, and increasingly in other parts of the world. In the face of what has persisted as a highly charged political issue over cow protection in India, intellectual space must be made to bring the wealth of Indian traditional ethical discourse to bear on the realities of current human-animal relationships, particularly those of humans with cows. Dharma, (...) yoga, and bhakti paradigms serve as starting points for bringing Hindu--particularly Vaishnava Hindu--animal ethics into conversation with contemporary Western animal ethics. The author argues that a culture of bhakti--the inclusive, empathetic practice of spirituality centered in Krishna as the beloved cowherd of Vraja--can complement recently developed ethics-of-care thinking to create a solid basis for sustaining all kinds of cow care communities. (shrink)

Kant famously declares that “although all our cognition commences with experience, … it does not on that account all arise from experience”. This marks Kant’s disagreement with empiricism, and his contention that human knowledge and experience require both sensation and the use of certain a priori concepts, the Categories. However, this is only the surface of Kant’s much deeper, though neglected view about the nature of reason and judgment. Kant holds that even our a priori concepts are acquired, not from (...) sensation, but “originally,” because our mind has a fundamental capacity to judge that, upon sensory stimulation, generates the Categories through its basic logical functions of judgment. This “epigenesis” of reason and our fundamental capacity to judge that drives it is the topic of Longuenesse’s fascinating book, and the source of her title. (shrink)

There is widespread consensus that present patterns of consumption could lead to the permanent impossibility of maintaining those patterns and, perhaps, the existence of the human race. While many patterns of consumption qualify as ‘sustainable’ there is one in particular that deserves greater attention: virtual consumption. We argue that virtual consumption — the experience of authentic consumptive experiences replicated by alternative means — has the potential to reduce the deleterious consequences of real consumption by redirecting some consumptive behavior from shifting (...) material states to shifting information states. (shrink)

Ken Hammond has been an influential figure in the study of decision making; with this book, he aims to show why mistaken judgments happen, how to make better decisions, and how to understand the thought modes operating in the political process.

This book is the first detailed study of Kant's method of 'transcendental reflection' and its use in the Critique of Pure Reason to identify our basic human cognitive capacities, and to justify Kant's transcendental proofs of the necessary a priori conditions for the possibility of self-conscious human experience. Kenneth Westphal, in a closely argued internal critique of Kant's analysis, shows that if we take Kant's project seriously in its own terms, the result is not transcendental idealism but realism regarding (...) physical objects. Westphal attends to neglected topics - Kant's analyses of the transcendental affinity of the sensory manifold, the 'lifelessness of matter', fallibilism, the semantics of cognitive reference, four externalist aspects of Kant's views, and the importance of Kant's Metaphysical Foundations for the Critique of Pure Reason - that illuminate Kant's enterprise in new and valuable ways. His book will appeal to all who are interested in Kant's theoretical philosophy. (shrink)

In The Servile Mind: How Democracy Erodes the Moral Life, Kenneth Minogue explores the intelligentsia’s love affair with social perfection and reveals how ...

The scope of this study is both ambitious and modest. One of its ambitions is to reintegrate Hegel's theory of knowledge into main stream epist~ology. Hegel's views were formed in consideration of Classical Skepticism and Modern epistemology, and he frequently presupposes great familiarity with other views and the difficulties they face. Setting Hegel's discussion in the context of both traditional and contemporary epistemology is therefore necessary for correctly interpreting his issues, arguments, and views. Accordingly, this is an issues-oriented study. I (...) analyze Hegel's problematic and method by placing them in the context of Sextus Empiricus, Descartes, Kant, Carnap, and William Alston. I discuss Carnap, rather than a Modern empiricist such as Locke or Hume, for several reasons. One is that Hegel himself refutes a fundamental presupposition of Modern empiricism, the doctrine of "knowledge by acquaintance," in the first chapter of the Phenomenology, a chapter that cannot be reconstructed within the bounds of this study. (shrink)

This is a pre- publication copy of an article that appeared in "Debating Design from Darwin to DNA," edited by Michael Ruse and William Dembski. Debating Design..

The term “ideology” can cover almost any set of ideas, but its power to bewitch political activists results from its strange logic. It is part philosophy, part science, and part spiritual revelation, all tied together in leading to a remarkable paradox—that the modern Western world, beneath its liberal appearance, is actually the most systematically oppressive system of despotism the world has ever seen. In Alien Powers, Kenneth Minogue takes this complex intellectual construction apart, analyzing its logical, rhetorical, and psychological (...) devices, and thus opening it up to critical analysis. This new, ISI Books’ Background edition of Alien Powers includes a new introduction to the text by Martyn P. Thompson and critical essays on the text by political theorist Paul Gottfried and philosopher Stephen A. Erickson. (shrink)

This book assesses and defends Kant's Critical epistemology, and the rich yet neglected resources it provides for understanding and resolving fundamental issues regarding human experience, perceptual judgment, empirical knowledge and cognitive sciences. Kenneth Westphal first examines Kant's methods and strategies for examining human sensory-perceptual experience, and then examines Kant's central, proper, and subtle attention to judgment, and so to the humanly possible valid use of concepts and principles to judge particulars we confront. This provides a comprehensive account of Kant's (...) anti-Cartesianism, the integrity of his three principles of causal judgment, and Kant's account of disciminatory perceptual-motor behaviour, including both sensory reafference and perceptual affordances. Westphal then defends the significance of Kant's subtle and illuminating account of causal judgment for three main philosophical domains: history and philosophy of science, theory of action and human freedom, and philosophy of mind. Kant's Critical Epistemology will appeal to researchers and advanced students interested in Kant and the relations of his thought to contemporary philosophical debates and to the sciences of the mind. (shrink)

Kenneth R. Westphal presents an original interpretation of Hume's and Kant's moral philosophies, the differences between which are prominent in current philosophical accounts. Westphal argues that focussing on these differences, however, occludes a decisive, shared achievement: a distinctive constructivist account of the basic principles of justice which justifies their strict objectivity without invoking moral realism nor moral anti- or irrealism. Westphal explores how Hume developed a kind of constructivism for basic property rights and for government, and how Kant greatly (...) refined Hume's construction of justice within his 'metaphysical principles of justice', whilst preserving the core model of Hume's innovative account. Westphal contends that Hume's and Kant's constructivism avoids the conventionalist and relativist tendencies latent if not explicit in contemporary forms of moral constructivism. (shrink)

This article reviews the use of implantable radiofrequency identification (RFID) tags in humans, focusing on the VeriChip (VeriChip Corporation, Delray Beach, FL) and the associated VeriMed patient identification system. In addition, various nonmedical applications for implanted RFID tags in humans have been proposed. The technology offers important health and nonhealth benefits, but raises ethical concerns, including privacy and the potential for coercive implantation of RFID tags in individuals. A national discussion is needed to identify the limits of acceptable use of (...) implantable RFID tags in humans before their use becomes widespread and it becomes too late to prevent misuse of this useful but ethically problematic technology. (shrink)

Though concise and introductory, this book argues inter alia that Dretske’s information-theoretic epistemology must take into account that many of our information channels are socially constructed, not least through learning concepts and information. These social aspects of human knowledge are consistent with realism about the objects of our empirical knowledge. It further argues that, though important, Margaret Gilbert’s social ontology in principle can neither accommodate nor account for the most fundamental social dimensions of human cognition.

The most important thesis of "Of Miracles" has no special connection with miracles: I mean the perfectly general thesis that testimonial evidence should be evaluated by the method of balancing likelihoods, which is a relatively informal version of the calculus of changes (or of probabilities). C. S. Peirce argues that the method is radically unsuited to the assessment of historical testimony. In this paper, I do essentially two things: (1) set out both an informal and a formal account of Hume’s (...) method; and (2) collect, systematize, and discuss Peirce’s somewhat scattered animadversions upon Hume’s use of this method. As part of (2), I explore some lines of thought that Peirce suggests but does not develop. (shrink)

In this book, Westphal offers an original interpretation of Hegel's moral philosophy. Building on his previous study of the role of natural law in Hume's and Kant's accounts of justice, Westphal argues that Hegel developed and justified a robust form of civic republicanism. Westphal identifies, for the first time, the proper genre to which Hegel's Philosophical Outlines of Justice belongs and to which it so prodigiously contributes, which he calls Natural Law Constructivism, an approach developed by Hume, Rousseau, Kant, and (...) Hegel. He brings to bear Hegel's adoption and augmentation of Kant's Critique of rational judgment and justification in all non-formal domains to his moral philosophy in his Outlines. Westphal argues that Hegel's justification for the standards of political legitimacy successfully integrates Rousseau's Independence Requirement into the role of public reason within a constitutional republic. In these regards, Hegel's moral and political principles are progressive not only in principle, but also in practice. Hegel's Civic Republicanism will be of interest to scholars of moral philosophy, social and political philosophy, philosophy of law, Hegel, eighteenth- and nineteenth-century philosophy. (shrink)

This comprehensive book argues that politics and religion are matters too important to be left to politicians and religious leaders. Himes examines church-state relations from the teachings of the Old and New Testaments through the patristic and medieval eras and the age of reform to the age of revolution, and throughout the 20th century into the third millennium.