Data science skills are rapidly becoming a necessity in modern science. In response to this need, institutions and organizations around the world are developing research data science curricula to teach the programming and computational skills that are needed to build and maintain data infrastructures and maximize the use of available data. To date, however, few of these courses have included an explicit ethics component, and developing such components can be challenging. This paper describes a novel approach to teaching data ethics (...) on short courses developed for the CODATA-RDA Schools for Research Data Science. The ethics content of these schools is centred on the concept of open and responsible science citizenship that draws on virtue ethics to promote ethics of practice. Despite having little formal teaching time, this concept of citizenship is made central to the course by distributing ethics content across technical modules. Ethics instruction consists of a wide range of techniques, including stand-alone lectures, group discussions and mini-exercises linked to technical modules. This multi-level approach enables students to develop an understanding both of “responsible and open science citizenship”, and of how such responsibilities are implemented in daily research practices within their home environment. This approach successfully locates ethics within daily data science practice, and allows students to see how small actions build into larger ethical concerns. This emphasises that ethics are not something “removed from daily research” or the remit of data generators/end users, but rather are a vital concern for all data scientists. (shrink)

The appropriate methodology for psychological research depends on whether one is studying mental algorithms or their implementation. Mental algorithms are abstract specifications of the steps taken by procedures that run in the mind. Implementational issues concern the speed and reliability of these procedures. The algorithmic level can be explored only by studying across-task variation. This contrasts with psychology's dominant methodology of looking for within-task generalities, which is appropriate only for studying implementational issues.The implementation-algorithm distinction is related to a number of (...) other “levels” considered in cognitive science. Its realization in Anderson's ACT theory of cognition is discussed. Research at the algorithmic level is more promising because it is hard to make further fundamental scientific progress at the implementational level with the methodologies available. Protocol data, which are appropriate only for algorithm-level theories, provide a richer source than data at the implementational level. Research at the algorithmic level will also yield more insight into fundamental properties of human knowledge because it is the level at which significant learning transitions are defined.The best way to study the algorithmic level is to look for differential learning outcomes in pedagogical experiments that manipulate instructional experience. This provides control and prediction in realistically complex learning situations. The intelligent tutoring paradigm provides a particularly fruitful way to implement such experiments.The implications of this analysis for the issue of modularity of mind, the status of language, research on human/computer interaction, and connectionist models are also examined. (shrink)

Our book Relevance (Sperber and Wilson 1986) treats utterance interpretation as a two-phase process: a modular decoding phase is seen as providing input to a central inferential phase in which a linguistically encoded logical form is contextually enriched and used to construct a hypothesis about the speaker's informative intention. Relevance was mainly concerned with the inferential phase of comprehension: we had to answer Fodor's challenge that while decoding processes are quite well understood, inferential processes are not only not understood, (...) but perhaps not even understandable (see Fodor 1983). Here we will look more closely at the decoding phase and consider what types of information may be linguistically encoded, and how the borderline between decoding and inference can be drawn. It might be that all linguistically encoded information is cut to a single pattern: all truth conditions, say, or all instructions for use. However, there is a robust intuition that two basic types of meaning can be found. This intuition surfaces in a variety of distinctions: between describing and indicating, stating and showing, saying and conventionally implicating, or between truth-conditional and non-truth-conditional, conceptual and procedural, or representational and computational meaning. In the literature, justifications for these distinctions have been developed in both strictly linguistic and more broadly cognitive terms. The linguistic justification goes as follows (see for example Recanati 1987). Utterances express propositions; propositions have truth conditions; but the meaning of an utterance is not exhausted by its truth conditions, i.e. the truth conditions of the proposition expressed. An utterance not only expresses a proposition but is used to perform a variety of speech acts. It can.. (shrink)

Some vegetative state patients show fMRI responses similar to those of healthy controls when instructed to perform mental imagery tasks. Many authors have argued that this provides evidence that such patients are in fact conscious, as response to commands requires intentional agency. I argue for an alternative reading, on which responsive patients have a deficit similar to that seen in severe forms of akinetic mutism. Akinetic mutism is marked by the inability to form and maintain intentions to act. Responsive patients (...) are likely still conscious. However, the route to this conclusion does not support attributions of intentional agency. I argue that aspects of consciousness, rather than broad diagnostic categories, are the more appropriate target of empirical investigation. Investigating aspects of consciousness provides a better method for investigating profound disorders of consciousness. 1 Introduction2 Responses in the Vegetative State2.1 The imaging evidence2.2 The need for models3 Responsive Patients and Akinetic Mutism3.1 Akinetic mutism3.2 Akinetic mutism as a deficit in intentions3.3 Arguments for the link3.4 Interim conclusion4 Other Models4.1 A deficit in ability?4.2 Modular intentions?5 Consciousness and Method5.1 Are they conscious?5.2 Aspects versus levels. (shrink)

Gastrulation is the process of early development that reorganizes cells into the three fundamental tissue types of ectoderm, mesoderm, and endoderm. It is a coordinated series of morphogenetic and molecular changes that exemplify many developmental phenomena. In this review, we explore one of the classic developmental systems, the sea urchin embryo, where investigators from different backgrounds have converged on a common interest to study the origin, morphogenesis, and developmental regulation of the endoderm. The sea urchin embryo is remarkably plastic in (...) its developmental potential, and the endoderm is especially instructive for its morphological and molecular responsiveness to inductive cell interactions. We start by examining and integrating the several models for the morphogenetic mechanisms of invagination and tissue elongation, the basic processes of endoderm morphogenesis in this embryo. We next critique the proposed mechanisms of inductive gene regulation in the endoderm that exemplifies a concept of modular transcriptional regulation. Finally, we end with an examination of the current molecular models to explain cell fate determination of the endoderm. Recent progress at the molecular level should soon allow us to explain the seminal experimental observations made in this embryo over a hundred years ago. BioEssays 21:459–471, 1999. © 1999 John Wiley & Sons, Inc. (shrink)

Volume 24 of _The Annual_ opens with a memorial tribute to the late Merton M. Gill, a major voice in American psychoanalysis for half a century. Remembrances of Gill by Robert Holt, Robert Wallerstein, Philip Holzman, and Irwin Hoffman are followed by thoughtful appreciations of Gill's final book, _Psychoanalysis in Transition: A Personal View_, by John Gedo, Jerome Oremland, Arnold Richards and Arthur Lynch, Joseph Schachter, and Bhaskar Sripada and Shara Kronmal. Section II offers four papers from a major conference (...) on "Mind/Brain" held in Osaka, Japan. In addition to publishing two clinical papers by the Chicago analyst John Gedo, _The Annual_ introduces readers to two prominent Japanese neuroscientists whose work is relevant to psychoanalysis. Hiroshi Utena links brain development to the individual's freedom to make optimal adaptive choices, whereas Makoto Iwata outlines the modular organization of vision in the brain and then illustrates each modular potential by examining the paintings of four artists: Mondrian, Duchamp, Seurat, and Rothko. Kenneth Newman's sensitive consideration of analyst self-discourse as the outcome of successful management of the countertransference and Frank Summers' astute assessment of the place of self psychology in the history of psychoanalytic ideas are followed by three engaging and instructive studies in applied analysis: Elaine Caruth and Milton Eber's examination of Woody Allen's _The Purple Rose of Cairo _as a metaphoric depiction of the blurring of boundaries in psychotherapy; Frank and Annette Lachmann's study of the creative process of Henrik Ibsen as a self-transformational response to narcissistic injury; and W. W. Meissner's exploration of the role of shame in Vincent van Gogh's life and art. The volume concludes with a provocative contribution to psychoanalytic history: J. Bos's social-constructivist rereading of the _Minutes of the Vienna Psycho-Analytic Society_ with an eye to illuminating why and how psychoanalysis changed during its early years. True to its distinguished lineage, volume 24 of _The Annual_ continues to broaden the conceptual, clinical, and historical vistas of its readers. Moreover, with its revealing reminiscences and substantive appraisals of Merton Gill, this volume becomes a fascinating marker in the very psychoanalytic history it helps recount. (shrink)

Resumen: La noción semántica de significado procedimental se propuso originalmente como una manera de explicar la contribución del léxico no conceptual a la interpretación. Los elementos procedimentales se consideraron en una primera etapa portadores de instrucciones para realizar inferencias pragmáticas. Entre otros factores, su rigidez frente a la maleabilidad del significado conceptual hizo pensar en dos tipos de semántica léxica para las lenguas naturales, una conceptual y otra procedimental. Recientemente, el estudio de las conductas naturales ostensivas y la visión de (...) la modularidad masiva de la mente han conducido a una perspectiva diferente sobre el papel de los elementos procedimentales según la cual estas unidades tienen una función más amplia, y operan como disparadores de procesos y esquemas cognitivos diversos que son externos al lenguaje pero intervienen en la comunicación. Su papel como orientadores de la inferencia pragmática es sólo uno de ellos. Aquí apoyo este planteamiento. Por otra parte, cada vez se ha vuelto más difícil sostener una visión del significado conceptual según la cual las palabras de contenido codificarían un concepto o un esquema léxico conceptual. Para resolver los problemas que genera esta postura, propongo que el significado conceptual tiene en común con el procedimental justo esta función disparadora. Defiendo que la codificación semántica no es constitutiva, y sostengo que, desde esta nueva perspectiva, la semántica conceptual comparte con la procedimental mucho más de lo que se pensaba hasta hace poco, ya que tanto la semántica de las palabras de contenido como la de las procedimentales consisten en activar estructuras informativas y procesos mentales asociados convencionalmente y de manera relacional a las unidades léxicas de una lengua natural.: The semantic notion of procedural meaning was originally proposed as a way to explain the contribution of non-conceptual vocabulary to interpretation. Procedural elements were seen as encoding instructions to perform pragmatic inferences. Their rigidity, as opposed to the malleability of conceptual meaning, led to the idea of two types of lexical semantics for natural languages, one conceptual and another procedural. Recently, however, the study of natural and spontaneous behaviours ostensively used, in combination with the influence of the massive modularity view of the mind, have brought a different perspective about the role of procedural elements in language. According to this stance, procedural elements would have a wider role, operating more generally as triggers of cognitive processes which are in principle external to language, but that are crucially involved in communication. Their role as orientators of pragmatic inference is only one of such processes. Here I support this view. On the other hand, it has become increasingly difficult to maintain a view of conceptual meaning that assumes that words encode concepts, or concept schemas. To tackle the problems this view faces, I suggest that conceptual items share with procedural ones precisely such a triggering function. I argue that semantic encoding is never constitutive, and I suggest that both types of semantics consist in activating informative structures and mental processes conventionally associated to the lexical items of natural languages. (shrink)

Although the study of visual perception has made more progress in the past 40 years than any other area of cognitive science, there remain major disagreements as to how closely vision is tied to general cognition. This paper sets out some of the arguments for both sides and defends the position that an important part of visual perception, which may be called early vision or just vision, is prohibited from accessing relevant expectations, knowledge and utilities - in other words it (...) is cognitively impenetrable. That part of vision is complex and articulated and provides a representation of the 3-D surfaces of objects sufficient to serve as an index into memory, with somewhat different outputs being made available to other systems such as those dealing with motor control. The paper also addresses certain conceptual and methodological issues, including the use of signal detection theory and event-related potentials to assess cognitive penetration of vision. A distinction is made among several stages in visual processing. These include, in addition to the inflexible early-vision stage, a pre-perceptual attention allocation stage and a post-perceptual evaluation, memory-accessing, and inference stage which provide several different highly constrained ways in which cognition can affect the outcome of visual perception. The paper discusses arguments that have been presented in both computer vision and psychology showing that vision is "intelligent" and involves elements of problem solving". It is suggested that these cases do not show cognitive penetration, but rather they show that certain natural constraints on interpretation, concerned primarily with optical and geometrical properties of the world, have been compiled into the visual system. The paper also examines a number of examples where instructions and "hints" are alleged to affect. (shrink)

People are minded creatures; we have thoughts, feelings and emotions. More intriguingly, we grasp our own mental states, and conduct the business of ascribing them to ourselves and others without instruction in formal psychology. How do we do this? And what are the dimensions of our grasp of the mental realm? In this book, Alvin I. Goldman explores these questions with the tools of philosophy, developmental psychology, social psychology and cognitive neuroscience. He refines an approach called simulation theory, which (...) starts from the familiar idea that we understand others by putting ourselves in their mental shoes. Can this intuitive idea be rendered precise in a philosophically respectable manner, without allowing simulation to collapse into theorizing? Given a suitable definition, do empirical results support the notion that minds literally create surrogates of other peoples mental states in the process of mindreading? Goldman amasses a surprising array of evidence from psychology and neuroscience that supports this hypothesis. (shrink)

The fundamental reason for this research study is to point out the challenges encountered by the teachers, students, schools, and parents in facing and handling the oral speech communication subjects during the pandemic. Given that, most of the medium of instruction used is distance learning. It poses issues and concerns on how our respondents dealt with the situation. A descriptive- survey research design was used to obtain themes and phenomena to the questions provided. The questionnaire includes questions that seek (...) to gather information on their basic profile, current experiences, and behavior towards the problem. It was found out that the different problems encountered by the teachers, students, school, and parents include the validity of the issue, the lack of motivation which was a very complicated problem because it deals with emotional readiness and stability, and the difficulty in comprehending the topics of the module because lessons are not explained personally by the teachers. Therefore, oral speech communication requires an in-depth shift of lesson delivery to cater to the needs for improvement. (shrink)

BackgroundThe Transparency and Openness Promotion Guidelines describe modular standards that journals can adopt to promote open science. The TOP Factor is a metric to describe the extent to which journals have adopted the TOP Guidelines in their policies. Systematic methods and rating instruments are needed to calculate the TOP Factor. Moreover, implementation of these open science policies depends on journal procedures and practices, for which TOP provides no standards or rating instruments.MethodsWe describe a process for assessing journal policies, procedures, (...) and practices according to the TOP Guidelines. We developed this process as part of the Transparency of Research Underpinning Social Intervention Tiers Initiative to advance open science in the social intervention research ecosystem. We also provide new instruments for rating journal instructions to authors, manuscript submission systems, and published articles according to standards in the TOP Guidelines. In addition, we describe how to determine the TOP Factor score for a journal, calculate reliability of journal ratings, and assess coherence among a journal’s policies, procedures, and practices. As a demonstration of this process, we describe a protocol for studying approximately 345 influential journals that have published research used to inform evidence-based policy.DiscussionThe TRUST Process includes systematic methods and rating instruments for assessing and facilitating implementation of the TOP Guidelines by journals across disciplines. Our study of journals publishing influential social intervention research will provide a comprehensive account of whether these journals have policies, procedures, and practices that are consistent with standards for open science and thereby facilitate the publication of trustworthy findings to inform evidence-based policy. Through this demonstration, we expect to identify ways to refine the TOP Guidelines and the TOP Factor. Refinements could include: improving templates for adoption in journal instructions to authors, manuscript submission systems, and published articles; revising explanatory guidance intended to enhance the use, understanding, and dissemination of the TOP Guidelines; and clarifying the distinctions among different levels of implementation.Research materials are available on the Open Science Framework: https://osf.io/txyr3/. (shrink)

This case study aims to preserve and disseminate cultural heritage information about the North American community folk dance tradition of contra dance through development of a thesaurus of choreographic terms and a domain ontology. A survey of dance resources was conducted, reviewing historic and modern examples of contra dance choreography notation and instructions, records of dance events, and recordings of dance performances. Domain and content analysis were performed on the resources to collect and organize concepts and themes regarding choreographic components (...) and their relationships, the structure and function of cultural works, their creative expressions, and the evidence of those expressions in documents and recordings. Vocabulary used in the description of contra dance choreography was identified, classified, and notated to build a thesaurus, which was used as the basis of a domain ontology. Ontology building methodology and existing conceptual models for cultural heritage domains guided the ontology development and revision phases. The study also seeks to safeguard an intangible cultural heritage by applying knowledge organization and semantic approaches to folk dance in order to model such challenges as multiple, simultaneous modes of communication and forms of representation, modular conceptual components, descriptive sequences, differing levels of structured information, and complex cultural networks found at various levels of domain discourse. (shrink)

We can see from the analysis set out here that the two accounts that were the focus of consideration are complementary to one another. It has been my contention that a problem like specifying a concept such as ‘refrain’ is highly complex. One part of it is the problem of determining the relation between the action (or event) and the result. Another part of the problem is that of describing the event itself; what kind of an event is it? These (...) two projects are related and so it is clear that the results must be consistent. However, it is equally clear that the definition which is useful for one project is not the same as that which is helpful for another. The point is that it should not be assumed that an account that initially looks incompatible with one's own must be refuted. It is sometimes better to consider what is needed for a complete account, and whether many different approaches may contribute pieces to the puzzle.We have here one puzzle piece: an analysis of refraining. It should not be assumed that we have thereby completed the puzzle of omission, but omission can be approached the same way; that is, by coordinating parallel projects.Accordingly, the first benefit of the present analysis is that it sets up an approach which is modular in nature. It allows for parallel projects to be pursued separately and coordinated. This kind of approach is sorely needed in this area to counter unproductive dispute.To see how such an approach can be applied to further problems profitably consider the following persistent controversy. Many philosophers are at odds over the importance of the notion of duty, or more informally, reasonable expectation in the understanding of refraining. A number of them (e.g., Hart and Honore, John Casey, and Phillipa Foot) hold that the determining feature for the ascription of responsibility to an agent for not doing something to prevent a harm (say, a death) is the presence of a duty or reasonable expectation that the agent do something about the situation. For example, John Casey holds, “If a man does not do x, we cannot properly say that his not doing x is the cause of some result y, unless in the normal course of events he could have been expected to do x.” Casey, Actions and Consequences (1978).Other philosophers object that a person can cause a result by refraining from (causally) preventing it, and that such an event can be explained without any reference to duty. These two views appear to conflict, but in fact they are both right (but both incomplete). The reason that the above statements are generally thought to constitute a disagreement is that ‘refrain’ is generally taken as the fundamental term of analysis for omissions. Thus, if Casey says, “If a man does not do x...” he is taken to mean “...if a man refrains from doing x...” But he need not mean that. He may mean to say only that the man failed to do x. See my analysis in “Contemplating Failure,” supra note 10. Failing to do something can be, and ordinarily is, thought of as stronger than simple nonaction. But it is much weaker than refraining. For one thing, it has no awareness requirement. Thus, an account like Casey's can explain the ascription of responsibility and the presence of an omission where Green's account (or the account offered here) cannot, and vice versa. Casey's view can explain why we hold (or at least that we hold) responsible the night watchman who forgets to check one of the windows, the bookkeeper who (accidentally) omits an entry in the accounts, or the private duty nurse who fails to prevent a death by falling asleep on the job. No refraining is present in any of these cases. Consequently, any thesis based on refraining alone cannot explain them. But in many cases refraining is precisely what is important, and Green (and others of the same persuasion) are correct to point out that no reference to duty is necessarily required to account for these cases. Analysis based on refraining best explains intentional or conscious omission. Analysis based on duty or reasonable expectation is the only way to explain unconscious omission. More often than not, both elements are present. A complete account of omission needs both. So here again, the better way to view these putatively competing accounts is as parallel projects which work toward a common, but complex end. The approach taken here allows for this kind of much needed coordination. The second benefit of the present analysis is that it clarifies and focuses on the significance of the mental element of refraining. Refraining is conscious omission. Consciousness and omission are its distinguishing features. The effects of seeing the concept this way are pervasive. Here is one example. If I refrain from reporting my full income to the IRS, I have committed fraud, and punitive or even criminal sanctions may be reasonable. If I fail to report my full income through ignorance or mistake (say, I misunderstood the instructions) correcting the error and requiring payment is reasonable, but certainly criminal sanction is not. This oversimplifies the distinction, but it illustrates the focus of my pursuit.With regard to positive actions, law and philosophy have long recognized this important distinction as manifested in the difference between negligence and intentional tort, or manslaughter and murder. Due (I think) to the extraordinary flexibility of language and the weakness and variability of social conventions regarding omissions, this distinction has not been clearly articulated. I think such an analysis is worth pursuing. The present account is one step in that pursuit. (shrink)

This is an examination of three main strategies used by engineering educators to integrate ethics into the engineering curriculum. They are: (1) the standalone course, (2) the ethics imperative mandating ethics content for all engineering courses, and (3) outsourcing ethics instruction to an external expert. The expectations from each approach are discussed and their main limitations described. These limitations include the insular status of the stand-alone course, the diffuse and uneven integration with the ethics imperative, and the orphaned status (...) of ethics using the outside expert. A fourth option is proposed — a special modular option. This strategy avoids the limitations of earlier approaches and harmonizes well with curricular objectives and professional values. While some help is provided by a professional ethicist, the headliner for the series of seminars is a high-profile engineer who shares an ethics dilemma encountered in professional practice. Students discuss the case and propose solutions. (shrink)

This textbook is designed for an Introduction to Proofs course organized around the themes of number and space. Concepts are illustrated using both geometric and number examples, while frequent analogies and applications help build intuition and context in the humanities, arts, and sciences. Sophisticated mathematical ideas are introduced early and then revisited several times in a spiral structure, allowing students to progressively develop rigorous thinking. Throughout, the presentation is enlivened with whimsical illustrations, apt quotations, and glimpses of mathematical history and (...) culture. Early chapters integrate an introduction to sets, logic, and beginning proof techniques with a first exposure to more advanced mathematical structures. The middle chapters focus on equivalence relations, functions, and induction. Carefully chosen examples elucidate familiar topics, such as natural and rational numbers and angle measurements, as well as new mathematics, such as modular arithmetic and beginning graph theory. The book concludes with a thorough exploration of the cardinalities of finite and infinite sets and, in two optional chapters, brings all the topics together by constructing the real numbers and other complete metric spaces. Designed to foster the mental flexibility and rigorous thinking needed for advanced mathematics, Introduction to Mathematics suits either a lecture-based or flipped classroom. A year of mathematics, statistics, or computer science at the university level is assumed, but the main prerequisite is the willingness to engage in a new challenge. (shrink)

This is the full version of the Delphi Report on critical thinking and critical thinking instruction at the post-secondary level.

Scholars have proposed a number of courses and programs intended to improve the ethical behavior of scientists in an attempt to maintain the integrity of the scientific enterprise. In the present study, we conducted a quantitative meta-analysis based on 26 previous ethics program evaluation efforts, and the results showed that the overall effectiveness of ethics instruction was modest. The effects of ethics instruction, however, were related to a number of instructional program factors, such as course content and delivery (...) methods, in addition to factors of the evaluation study itself, such as the field of investigator and criterion measure utilized. An examination of the characteristics contributing to the relative effectiveness of instructional programs revealed that more successful programs were conducted as seminars separate from the standard curricula rather than being embedded in existing courses. Furthermore, more successful programs were case based and interactive, and they allowed participants to learn and practice the application of real-world ethical decision-making skills. The implications of these findings for future course development and evaluation are discussed. (shrink)

Requirements for business ethics education and organizational ethics trainings mark an important step in encouraging ethical behavior among business students and professionals. However, the lack of specificity in these guidelines as to how, what, and where business ethics should be taught has led to stark differences in approaches and content. The present effort uses meta-analytic procedures to examine the effectiveness of current approaches across organizational ethics trainings and business school courses. to provide practical suggestions for business ethics interventions and research. (...) Thus, the primary questions driving this research are as follows: what course characteristics moderate the effectiveness of ethics instruction?, and have ethics education and training efforts improved? Findings suggest that professional, focused, and workshop-based training programs are especially effective for improving business ethics. However, results also reveal considerable problems with many of the criteria used to evaluate the effectiveness of business ethics interventions. Practical suggestions for course design and evaluation in business ethics efforts are discussed along with future research needs. (shrink)

Requirements for business ethics education and organizational ethics trainings mark an important step in encouraging ethical behavior among business students and professionals. However, the lack of specificity in these guidelines as to how, what, and where business ethics should be taught has led to stark differences in approaches and content. The present effort uses meta-analytic procedures to examine the effectiveness of current approaches across organizational ethics trainings and business school courses. to provide practical suggestions for business ethics interventions and research. (...) Thus, the primary questions driving this research are as follows: what course characteristics moderate the effectiveness of ethics instruction?, and have ethics education and training efforts improved? Findings suggest that professional, focused, and workshop-based training programs are especially effective for improving business ethics. However, results also reveal considerable problems with many of the criteria used to evaluate the effectiveness of business ethics interventions. Practical suggestions for course design and evaluation in business ethics efforts are discussed along with future research needs. (shrink)

A large body of evidence suggests that the Personalized System of Instruction (PSI) improves learning. In courses that use PSI, the material is divided into units, students must pass a test on each unit before advancing to the next unit, there’s no group-level instruction, and students advance in the course at their own pace. While studies find that PSI improves learning outcomes in a wide range of settings, researchers haven’t studied the effectiveness of PSI in critical thinking classes. (...) In this paper, I argue that teaching critical thinking with PSI can effectively promote critical thinking skills. I describe a course that uses PSI to teach critical thinking and I present evidence from pre- and post-tests that indicates that students substantially improved their reasoning skills in this course. I also discuss the costs and drawbacks of using this method of instruction and consider ways of addressing these problems. (shrink)

While there is considerable support for integrating ethics education in accounting curricula, research presents conflicting evidence on how best to incorporate it. A review of accounting ethics scholarship highlights criticisms of the literature, including limited research into actual behavior and a lack of theory. We report the results of a study that is theory based, captures behaviors rather than attitudes, and explores the effect of repeated practice to develop voice efficacy. We examine the impact of two types of ethics instructions. (...) Across four classes in an accounting curriculum, one student cohort participated in traditional ethics instruction, while the other cohort participated in Giving Voice To Values instruction. We collected student responses to an ethical challenge and conduct a between-subject analysis. The results reveal consistent unethical behavior in the traditional cohort but not in the GVV cohort, indicating that faculty should consider the use of this pedagogy in accounting ethics education. (shrink)

In this paper I introduce, elaborate, and defend a new form of ethical reasoning instruction. The pedagogy, which I have titled mass-audience interactive narrative ethical reasoning instruction, is an initiative designed to teach ethical reasoning effectively on a broad scale over an extended period of time. The hope is that such a program, if duly supported, will help to ensure the widest possible engagement, and high levels of retention, in an institution-level program of ethical reasoning.

The release of the Vatican instruction on homosexuality in the priesthood and Catholic seminaries poses several challenging ethical issues for the psychologists who conduct psychological screening evaluations for those men interested in religious life as Catholic priests. This brief article reviews some of the key ethical issues associated with these evaluations in light of the new Vatican instruction on homosexuality. The RRICC model based on the American Psychological Association's Code of Ethics (i.e., responsibility, respect, integrity, competence, and concern) (...) is used to highlight some of the ethical challenges for psychologist evaluators. (shrink)

Cultivating an understanding of ethical responsibilities and the societal impacts of technology is increasingly recognized as an important component in undergraduate engineering curricula. There is growing research on how ethics-related topics are taught and outcomes are attained, especially in the context of accreditation criteria. However, there is a lack of theoretical and empirical understanding of the role that educators play in ethics and societal impacts instruction and the factors that motivate and shape their inclusion of this subject in the (...) courses they teach and co-curricular activities they mentor. The goal of this research was to explore the role of faculty’s personal influences on their inclusion of ESI instruction in these settings. Personal influences are distinguished from external or environmental drivers such as teaching assignments, university policies, and department curriculum decisions. This research employed a grounded theory methodology and extracted data from interviews with 19 educators who teach ESI to engineering students to develop an emergent conceptualization of personal influences. Four categorie were identified: intrapersonal, interpersonal, academic, and professional. The findings suggested a wide range of entry points into ESI instruction for faculty members who do not currently teach ESI and for those looking to expand the inclusion of ESI in their courses. Based on these findings, departments and administrators are encouraged to foster educators’ agency, support access to professional development and engagement, facilitate interdisciplinary collaboration, and broaden hiring decisions to account for the impact of educators’ holistic identity on their instruction. (shrink)

It is important to reveal how humans evaluate an explanation of the recent development of explainable artificial intelligence. So, what makes people feel that one explanation is more likely than another? In the present study, we examine how explanatory virtues affect the process of estimating subjective posterior probability. Through systematically manipulating two virtues, Simplicity—the number of causes used to explain effects—and Scope—the number of effects predicted by causes—in three different conditions, we clarified two points in Experiment 1: that Scope's effect (...) is greater than Simplicity's; and that these virtues affect the outcome independently. In Experiment 2, we found that instruction about the explanatory structure increased the impact of both virtues' effects but especially that of Simplicity. These results suggest that Scope predominantly affects the estimation of subjective posterior probability, but that, if perspective on the explanatory structure is provided, Simplicity can also affect probability estimation. (shrink)

Amongst philosophers and cognitive scientists, modularity remains a popular choice for an architecture of the human mind, primarily because of the supposed explanatory value of this approach. Modular architectures can vary both with respect to the strength of the notion of modularity and the scope of the modularity of mind. We propose a dilemma for modular architectures, no matter how these architectures vary along these two dimensions. First, if a modular architecture commits to the informational encapsulation of (...) modules, as it is the case for modularity theories of perception, then modules are on this account impenetrable. However, we argue that there are genuine cases of the cognitive penetrability of perception and that these cases challenge any strong, encapsulated modular architecture of perception. Second, many recent massive modularity theories weaken the strength of the notion of module, while broadening the scope of modularity. These theories do not require any robust informational encapsulation, and thus avoid the incompatibility with cognitive penetrability. However, the weakened commitment to informational encapsulation greatly weakens the explanatory force of the theory and, ultimately, is conceptually at odds with the core of modularity. (shrink)

The purpose is to improve the teaching and learning efficiency of college Innovation and Entrepreneurship Education. Firstly, from the perspective of aesthetic education, this work designs the teacher and student sides of the Computer-aided Instruction system. Secondly, the CAI model is implemented based on the weight sharing and local perception of the Convolutional Neural Network. Finally, the performance of the CNN-based CAI model is tested. Meanwhile, it analyses students’ IEE experience under the proposed CAI model through a case study (...) of Music Majors from Xi’an Conservatory of Music. The experimental data show that the CNN-based CAI model can respond quickly and stably when users access different functional modules, such as webpage browsing. The proposed CAI model increases students’ entrepreneurial interest, skills, and knowledge by 55.62, 57.32, and 72.12%, respectively. Students’ entrepreneurial practice ability has been improved by over 50.00%; such an increase in entrepreneurial practice ability has also shown individual differences. Thus, the proposed Music Majors-oriented IEE-infiltrated CAI model based on CNN improves students’ entrepreneurial practice ability and reflects the positive experience of Music Majors on IEE. The finding provides references for the step-by-step identification of the CNN-based CAI model and has certain guiding significance for analyzing the effect of college IEE. (shrink)

(2013). Standards for Academic and Professional Instruction in Foundations of Education, Educational Studies, and Educational Policy Studies Third Edition, 2012, Draft Presented to the Educational Community by the American Educational Studies Association's Committee on Academic Standards and Accreditation. Educational Studies: Vol. 49, Critical, Interpretive, and Normative Perspectives of Educational Foundations: Contributions for the 21st Century, pp. 107-118.

This study inspected the effect of Massive Open Online Course and flipped instruction on EFL learners’ foreign language speaking anxiety, foreign language learning motivation, and attitude toward English learning. To fulfill this objective, the Oxford Quick Placement Test was given to 160 Iranian EFL learners, of whom 120 upper-intermediate participants were chosen and divided into two experimental groups—MOOC and flipped —and one control group. After that, all selected participants were administered a speaking anxiety questionnaire and a motivation questionnaire as (...) the pre-test of the research. Then, one of the experimental groups received an online-based instruction via Skype: one conversation was instructed to this group online every session. The other experimental group received the treatment via flipped-based instruction. The audio files and the texts of the conversations were sent to this group via the WhatsApp application because they all had easy access to it. On the other hand, the control group did not receive any Internet-delivered treatment yet was trained through a face-to-face method. This process continued until the last session, and after the treatment period, the post-tests of speaking anxiety and motivation were given to all three groups to determine the effectiveness of the treatment. Moreover, two attitude questionnaires were administered to the experimental groups to examine their attitudes toward the MOOC and the flipped models of instructions. The findings of the One-way ANOVA test, Post-hoc Scheffe test, and paired samples t-test showed that there were significant differences between the post-test of the experimental groups and the control group. The results indicated that the experimental groups significantly outflanked the control group after the treatment. Lastly, the outcomes showed that participants in both experimental groups had positive attitudes toward technological-based instructional environments. (shrink)

This mixed methods research study investigated if explicit instruction could affect EFL teachers’ perceptions and practices of classroom justice considering its three-dimensional conceptualization based on the social psychology theories of justice, encompassing the distributive, interactional, and procedural justice. To this end, 77 Iranian English as a Foreign Language teachers, chosen through maximum variation sampling, attended a four-session online justice-training course. The data were collected both before and after the course intervention through close- and open-ended questionnaires. Quantitative data analysis results, (...) obtained through running paired samples t-tests and Wilcoxon signed ranks tests, indicated that except for the distributive component, the treatment was effective in significantly enhancing the Iranian EFL teachers’ procedural, interactional, and total classroom justice perceptions. Content analysis of the posttest qualitative data, done through MAXQDA, revealed that the participants approved the course usefulness, its significance, and uses of justice enactment strategies in their classroom. Furthermore, they confirmed positive changes in their conceptions and practices of justice because of attending the course and showed enthusiasm in attending more such courses in the future. The convergence of the quantitative and qualitative results in this study demonstrated the effectiveness of the justice-oriented training course for enhancing EFL teachers’ just classroom behaviors. Hence, the results would be fruitful for teacher educators aiming to promote the pre- and in-service EFL teachers’ professional effectiveness through explicit instruction on classroom justice and its use in teacher education programs. (shrink)

Flipped learning could improve the learning effectiveness of students. However, some studies have pointed out the limitations related to flipped classrooms because the content of the flipped course does not vary according to the needs of the students. On the other hand, adaptive teaching, which customizes the learning mode according to the individual needs of students, can make up for some of the shortcomings of flipped teaching. This study combines adaptive teaching with flipped teaching and applies it to face-to-face classroom (...) activities. The purpose of this research is to explore whether the implementation of flipping and adaptive learning in a computer programming course can improve the learning effectiveness of students. The experimental subjects of this study are the sophomore students in the Department of Information Management. The flipped classroom with adaptive instruction has been realized in the limited course time. This study uses questionnaires to collect pre- and post-test data on the “learning motivation” of students. The learning effectiveness was evaluated based on the students' previous programming course and the semester scores of this course. Research results show that the post-test “learning motivation” has improved overall compared with the pre-test, and the learning effect is significant. The results of this research not only prove the effectiveness of modern teaching theories in programming courses but also lay the foundation for future teaching design. (shrink)

First, a number of previous theories of intrinsic motivation are reviewed. Then, several studies of highly motivating computer games are described. These studies focus on what makes the games fun, not on what makes them educational. Finally, with this background, a rudimentary theory of intrinsically motivating instruction is developed, based on three categories: challenge, fantasy, and curiosity.Challenge is hypothesized to depend on goals with uncertain outcomes. Several ways of making outcomes uncertain are discussed, including variable difficulty level, multiple level (...) goals, hidden information, and randomness. Fantasy is claimed to have both cognitive and emotional advantages in designing instructional environments. A distinction is made between extrinsic fantasies that depend only weakly on the skill used in a game, and intrinsic fantasies that are intimately related to the use of the skill. Curiosity is separated into sensory and cognitive components, and it is suggested that cognitive curiosity can be aroused by making learners believe their knowledge structures are incomplete, inconsistent, or unparsimonious. (shrink)

The notion of modularity, introduced by Noam Chomsky and developed with special emphasis on perceptual and linguistic processes by Jerry Fodor in his important book The Modularity of Mind, has provided a significant stimulus to research in cognitive science. This book presents essays in which a diverse group of philosophers, linguists, psycholinguists, and neuroscientists - including both proponents and critics of the modularity hypothesis - address general questions and specific problems related to modularity. Jay L. Garfield is Associate Professor of (...) Philosophy in the School of Communications and Cognitive Science at Hampshire College. (shrink)

This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be (...) preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

Stanley Cavell ends his autobiography with a long stretch of dialogue at his elderly, ailing father’s hospital bedside. His father, we know from the memoir’s earliest and most powerful pages, could be a brutish man, prone to unaccountable rages, permanently scarring the child Cavell. Because of the central role the father plays in beginning the story, Cavell’s decision to return to his father at the end demands close attention. The reader arriving at the final pages, still haunted by the way (...) the young Cavell was treated by his father and realizing that the book will end here, expects some kind of closure. Cavell encourages that expectation by giving the final two pages the subheading “To put away—perhaps not to... (shrink)