The authors conducted a baseline survey of baccalaureate and graduate degree health humanities programs in the United States and Canada. The object of the survey was to formally assess the current state of the field, to gauge what kind of resources individual programs are receiving, and to assess their self-identified needs to become or remain programmatically sustainable, including their views on the potential benefits of program accreditation. A 56-question baseline survey was sent to 111 institutions with baccalaureate programs and 20 (...) institutions with graduate programs. Respondents were asked about three areas: (1) program administration (managing unit, paid director, faculty lines, paid staff, funding sources); (2) educational program (curricular structure, CIP code usage, completion rates); and (3) views on accreditation for the field. A clear majority of respondents agreed that some form of accreditation or consultation service could address resource and sustainability issues. Overall, the survey responses to staffing, curricular structure, and support suggest the need for developing a sustainable infrastructure for health humanities. (shrink)

Analyzing the rate at which languages change can clarify whether similarities across languages are solely the result of cognitive biases or might be partially due to descent from a common ancestor. To demonstrate this approach, we use a simple model of language evolution to mathematically determine how long it should take for the distribution over languages to lose the influence of a common ancestor and converge to a form that is determined by constraints on language learning. We show that modeling (...) language learning as Bayesian inference ofnbinary parameters or the ordering ofnconstraints results in convergence in a number of generations that is on the order ofn log n. We relax some of the simplifying assumptions of this model to explore how different assumptions about language evolution affect predictions about the time to convergence; in general, convergence time increases as the model becomes more realistic. This allows us to characterize the assumptions about language learning (given the models that we consider) that are sufficient for convergence to have taken place on a timescale that is consistent with the origin of human languages. These results clearly identify the consequences of a set of simple models of language evolution and show how analysis of convergence rates provides a tool that can be used to explore questions about the relationship between accounts of language learning and the origins of similarities across languages. (shrink)

Human and automated tutors attempt to choose pedagogical activities that will maximize student learning, informed by their estimates of the student's current knowledge. There has been substantial research on tracking and modeling student learning, but significantly less attention on how to plan teaching actions and how the assumed student model impacts the resulting plans. We frame the problem of optimally selecting teaching actions using a decision-theoretic approach and show how to formulate teaching as a partially observable Markov decision process planning (...) problem. This framework makes it possible to explore how different assumptions about student learning and behavior should affect the selection of teaching actions. We consider how to apply this framework to concept learning problems, and we present approximate methods for finding optimal teaching actions, given the large state and action spaces that arise in teaching. Through simulations and behavioral experiments, we explore the consequences of choosing teacher actions under different assumed student models. In two concept-learning tasks, we show that this technique can accelerate learning relative to baseline performance. (shrink)

Watching another person take actions to complete a goal and making inferences about that person's knowledge is a relatively natural task for people. This ability can be especially important in educational settings, where the inferences can be used for assessment, diagnosing misconceptions, and providing informative feedback. In this paper, we develop a general framework for automatically making such inferences based on observed actions; this framework is particularly relevant for inferring student knowledge in educational games and other interactive virtual environments. Our (...) approach relies on modeling action planning: We formalize the problem as a Markov decision process in which one must choose what actions to take to complete a goal, where choices will be dependent on one's beliefs about how actions affect the environment. We use a variation of inverse reinforcement learning to infer these beliefs. Through two lab experiments, we show that this model can recover people's beliefs in a simple environment, with accuracy comparable to that of human observers. We then demonstrate that the model can be used to provide real-time feedback and to model data from an existing educational game. (shrink)

Online educational technologies offer opportunities for providing individualized feedback and detailed profiles of students' skills. Yet many technologies for mathematics education assess students based only on the correctness of either their final answers or responses to individual steps. In contrast, examining the choices students make for how to solve the equation and the ways in which they might answer incorrectly offers the opportunity to obtain a more nuanced perspective of their algebra skills. To automatically make sense of step‐by‐step solutions, we (...) propose a Bayesian inverse planning model for equation solving that computes an assessment of a learner's skills based on her pattern of errors in individual steps and her choices about what sequence of problem‐solving steps to take. Bayesian inverse planning builds on existing machine learning tools to create a generative model relating (mis)‐understandings to equation solving choices. Two behavioral experiments demonstrate that the model can interpret people's equation solving and that its assessments are consistent with those of experienced teachers. A third experiment uses this model to tailor guidance for learners based on individual differences in misunderstandings, closing the loop between assessing understanding, and using that assessment within an educational technology. Finally, because the bottleneck in applying inverse planning to a new domain is in creating the model of possible student misunderstandings, we show how to combine inverse planning with an existing production rule model to make inferences about student misunderstandings of fraction arithmetic. (shrink)

When interpreting the meanings of visual features in information visualizations, observers have expectations about how visual features map onto concepts (inferred mappings.) In this study, we examined whether aspects of inferred mappings that have been previously identified for colormap data visualizations generalize to a different type of visualization, Venn diagrams. Venn diagrams offer an interesting test case because empirical evidence about the nature of inferred mappings for colormaps suggests that established conventions for Venn diagrams are counterintuitive. Venn diagrams represent classes (...) using overlapping circles and express logical relationships between those classes by shading out regions to encode the concept of non-existence, or none. We propose that people do not simply expect shading to signify non-existence, but rather they expect regions that appear as holes to signify non-existence (the hole hypothesis.) The appearance of a hole depends on perceptual properties in the diagram in relation to its background. Across three experiments, results supported the hole hypothesis, underscoring the importance of configural processing for interpreting the meanings of visual features in information visualizations. (shrink)

How did human vocalizations come to acquire meaning in the evolution of our species? Charles Darwin proposed that language and music originated from a common emotional signal system based on the imitation and modification of sounds in nature. This protolanguage is thought to have diverged into two separate systems, with speech prioritizing referential functionality and music prioritizing emotional functionality. However, there has never been an attempt to empirically evaluate the hypothesis that a single communication system can split into two functionally (...) distinct systems that are characterized by music- and languagelike properties. Here, we demonstrate that when referential and emotional functions are introduced into an artificial communication system, that system will diverge into vocalization forms with speech- and music-like properties, respectively. Participants heard novel vocalizations as part of a learning task. Half referred to physical entities and half functioned to communicate emotional states. Participants then reproduced each sound with the defined communicative intention in mind. Each recorded vocalization was used as the input for another participant in a serial reproduction paradigm, and this procedure was iterated to create 15 chains of five participants each. Referential vocalizations were rated as more speech-like, whereas emotional vocalizations were rated as more music-like, and this association was observed cross-culturally. In addition, a stable separation of the acoustic profiles of referential and emotional vocalizations emerged, with some attributes diverging immediately and others diverging gradually across iterations. The findings align with Darwin’s hypothesis and provide insight into the roles of biological and cultural evolution in the divergence of language and music. (shrink)

J. F. C. Harrison has written that ‘for each age there is a new view of Mr Owen’, which is proof of the fertility and continuing relevance of his ideas. Not just in Britain and America but today around the world anti-poverty campaigners, birth-controllers, collectivists, communitarians, co-operators, ecologists, educationalists, environmentalists, feminists, humanitarians, internationalists, paternalistic capitalists, secularists, campaigners for social justice, trade unionists, urban planners, utopians, welfare reformers can all find something to admire and inspire in the treasure trove that is (...) the thought and actions of Robert Owen. Owen was a creative genius of global significance, a radical writer and activist of international reputation and reach who has inspired those seeking to change human society for the better. The contributors to this volume include not only many of the recognized experts on the life, work and legacy of Owen, but also work from younger scholars or scholars coming to the field afresh. The volume presents the most recent and original research on Owen. Owen notoriously (and impressively) dabbled in many spheres, and this is reflected in the its breadth of content. The unifying themes are Owen’s profile in his own time, and the relevance of his ideas for the generations that followed. His importance for educational and social philosophy, for political economy and for the political theory of socialism are all discussed, as are his contribution as a philanthropic employer, his political activities and the specificities of his historical context. (shrink)

Scientism: The New Orthodoxy is a comprehensive philosophical overview of the question of scientism, discussing the place of science in the humanities and religion. Clarifying and defining the key terms in play in discussions of scientism, this collection identifies the dimensions that differentiate science from scientism. Leading scholars appraise the means available to science, covering the impact of the neurosciences and the new challenges it presents for the law and the self. Illustrating the effect of scientism on the humanities, Scientism: (...) The New Orthodoxy addresses what science is. This provocative collection is an important contribution to the humanities in the 21st century. Contributors include: Peter Hacker, Bastian van Fraassen, Kenneth Schaffner, Roger Scruton, James K.A. Smith, Richard Swinburne, Lawrence Principe and Richard Williams. (shrink)

Movies and narratives are increasingly utilized as stimuli in functional magnetic resonance imaging, magnetoencephalography, and electroencephalography studies. Emotional reactions of subjects, what they pay attention to, what they memorize, and their cognitive interpretations are all examples of inner experiences that can differ between subjects during watching of movies and listening to narratives inside the scanner. Here, we review literature indicating that behavioral measures of inner experiences play an integral role in this new research paradigm via guiding neuroimaging analysis. We review (...) behavioral methods that have been developed to sample inner experiences during watching of movies and listening to narratives. We also review approaches that allow for joint analyses of the behaviorally sampled inner experiences and neuroimaging data. We suggest that building neurophenomenological frameworks holds potential for solving the interrelationships between inner experiences and their neural underpinnings. Finally, we tentatively suggest that recent developments in machine learning approaches may pave way for inferring different classes of inner experiences directly from the neuroimaging data, thus potentially complementing the behavioral self-reports. (shrink)

This article presents empirical evidence to address how some visitors build relationships with a wildland place over time. Insights are drawn from qualitative interviews of recreation visitors to the backcountry at Rocky Mountain National Park in Colorado. The article describes relationship to place as the active construction and accumulation of place meanings. The analysis is organized around three themes that describe how people develop relationships to place: time and experience accrued in place, social and physical interactions in and with the (...) setting, and an active reflective process of regulating sense of identity to affirm commitment to place. (shrink)

Do our lives have meaning? Should we create more people? Is death bad? Should we commit suicide? Would it be better to be immortal? Should we be optimistic or pessimistic? Since Life, Death, and Meaning: Key Philosophical Readings on the Big Questions first appeared, David Benatar's distinctive anthology designed to introduce students to the key existential questions of philosophy has won a devoted following among users in a variety of upper-level and even introductory courses.

We inhabit a world not only full of natural dispositions independent of human design, but also artificial dispositions created by our technological prowess. How do these dispositions, found in automation, computation, and artificial intelligence applications, differ metaphysically from their natural counterparts? This collection investigates artificial dispositions: what they are, the roles they play in artificial systems, and how they impact our understanding of the nature of reality, the structure of minds, and the ethics of emerging technologies. It is divided into (...) four parts covering the following interconnected themes: (i) Metaphysics and Artificial Dispositions, (ii) Artificial Systems and Artificial Dispositions, (iii) Agency, Mind, and Artificial Dispositions, and (iv) Artificial Moral Dispositions. This is a groundbreaking and thought-provoking resource for any student or scholar of philosophy of science, contemporary metaphysics, applied ethics, philosophy of mind, and philosophy of technology. (shrink)

The establishment of a Research Ethics Committee (REC) is a significant step to ensure the standard procedures in ethics review process that protect human participants. However, in instances when RECs are not yet established, surrogate activities are practiced by some institutions. The objective of this study was to identify prevailing research ethical practices of research directors and faculty researchers in the absence of a research ethics committee in their respective academic institutions. Specifically, it aimed to explore the participants’ 1) experiences (...) in research subject protection and 2) challenges when there is no existing REC in the institution. Participants were selected from universities in Manila City whose institutions did not have RECs at the time of the conduct of this study. Key informant interviews and focus group discussions were used as approaches for data collection. The authors used NVivo to organize data from the transcribed audio-recorded interviews and were analyzed utilizing a basic interpretive qualitative approach. Based on the results, surrogate practices of participants involved (1) providing “informed consent forms” to target participants and the (2) roles of different personalities in the evaluation/conduct of the research paper. Implications of this study and recommendations were likewise discussed in this paper. (shrink)

Introduction. The development of online marketing in social networks creates unique opportunities for personal selling. Especially these opportunities are manifested in online education when they buy a brand of an expert with experience in a particular field. That is why a competitive space is being formed in the Instagram social network, where a personal brand acts as a product or service. -/- Materials and methods. Studying the effectiveness of promoting a personal brand in social networks based on the Instagram platform (...) was chosen to have great visual opportunities for self-presentation. As part of the collection of empirical material, two methods were used: a survey (N-200) and content analysis of three blogger accounts with high rates of activity and popularity. -/- Results and discussion. Content analysis of bloggers showed that an algorithmic feed on a social network allows bloggers to control the content. To help them, Instagram provides statistical data on user reach, thereby capturing trends in the movement of the blogger’s audience. The main task of a blogger is to combine real and “virtual” images so as not to lose consumer confidence. A survey of social network users confirmed the importance of a personal brand for them. The survey also made it possible to identify the most popular audience requests that they expect from bloggers and their accounts: valuable reviews and recommendations, case studies and author’s solutions, storytelling, blogger’s reflections and motivating messages, live broadcasts, and stories are important. -/- Conclusions. The results obtained underline followers’ high level of interest in the bloggers’ personal brand on Instagram. The study results show that the most significant number of those involved (those who give feedback and are constantly involved in interaction with the account) is where the formation of a personal brand is built to a greater extent on the emotional level of perception of the individual. (shrink)

The American Journal of Bioethics, Volume 11, Issue 6, Page 29-31, June 2011.

Pleiotropy, in which one mutation causes multiple phenotypes, has traditionally been seen as a deviation from the conventional observation in which one gene affects one phenotype. Epistasis, or gene–gene interaction, has also been treated as an exception to the Mendelian one gene–one phenotype paradigm. This simplified perspective belies the pervasive complexity of biology and hinders progress toward a deeper understanding of biological systems. We assert that epistasis and pleiotropy are not isolated occurrences, but ubiquitous and inherent properties of biomolecular networks. (...) These phenomena should not be treated as exceptions, but rather as fundamental components of genetic analyses. A systems level understanding of epistasis and pleiotropy is, therefore, critical to furthering our understanding of human genetics and its contribution to common human disease. Finally, graph theory offers an intuitive and powerful set of tools with which to study the network bases of these important genetic phenomena. (shrink)

Functionalists in philosophy of mind traditionally raise two major arguments against the type identity theory: (1) psychological states are _multiply realizable_ so that there are no one-to-one mappings of psychological states onto neural states and (2) the most that evidence could ever establish is the _correlation_ of psychological and neural states, not their identity. We defend a variant on the traditional type identity theory which we call _heuristic identity theory_ (HIT) against both of these objections. Drawing its inspiration from scientific (...) practice, heuristic identity theory construes identity claims as hypotheses that guide subsequent inquiry, not as conclusions of the research. (shrink)

Anthropologists and linguists have long been aware that the body is explicitly referred to in conventional description of emotion in languages around the world. There is abundant linguistic data showing expression of emotions in terms of their imagined ‘locus’ in the physical body. The most important methodological issue in the study of emotions is language, for the ways people talk give us access to ‘folk descriptions’ of the emotions. ‘Technical terminology’, whether based on English or otherwise, is not excluded from (...) this ‘folk’ status. It may appear to be safely ‘scientific’ and thus culturally neutral, but in fact it is not: technical English is a variety of English and reflects, to some extent, culture-specific ways of thinking (and categorising) associated with the English language. People — as researchers studying other people, or as people in real-life social association — cannot directly access the emotional experience of others, and language is the usual mode of ‘packaging’ one’s experience so it may be accessible to others. Careful description of linguistic data from as broad as possible a cross-linguistic base is thus an important part of emotion research. All people experience biological events and processes associated with certain thoughts (or, as psychologists say, ‘appraisals’), but there is more to ‘emotion’ than just these physiological phenomena. Speakers of some languages talk about their emotional experiences as if they are located in some internal organ such as ‘the liver’, yet they cannot localise feeling in this physical organ. This phenomenon needs to be understood better, and one of the problems is finding a method of comparison that allows us to compare descriptions from different languages which show apparently great formal and semantic variation. Some simple concepts including feel and body are universal or near-universal, and as such are good candidates for terms of description which may help to eradicate confusion and exoticism from cross-linguistic comparison and semantic typology. Semantic analysis reveals great variation in concepts of emotion across languages and cultures — but such analysis requires a sound and well-founded methodology. While leaving room for different approaches to the task, we suggest that such a methodology can be based on empirically established linguistic universal (or near-universal) concepts, and on ‘cognitive scenarios’ articulated in terms of these concepts. Also, we warn against the danger of exoticism involved in taking all body part references ‘literally’. Above all, we argue that what is needed is a combination of empirical cross-linguistic investigations and a theoretical and methodological awareness, recognising the impossibility of exploring other people’s emotions without keeping language in focus: both as an object and as a tool of study. (shrink)

We present Backward Clock, an original counterexample to Robert Nozick’s truth-tracking analysis of propositional knowledge, which works differently from other putative counterexamples and avoids objections to which they are vulnerable. We then argue that four ways of analysing knowledge in terms of safety, including Duncan Pritchard’s, cannot withstand Backward Clock either.

How might law address the multiple crises of meaning intrinsic to global crises of climate, poverty, mass displacements, ecological breakdown, species extinctions and technological developments that increasingly complicate the very notion of 'life' itself? How can law embrace -- in other words --the 'posthuman' condition -- a condition in which non-human forces such as climate change and Covid-19 signal the impossibility of clinging to the existing imaginaries of Western legal systems and international law? This carefully curated book addresses these and (...) related questions, bringing 'law beyond the human' (drawing on Indigenous legalities, life ways and ontologies) and New Materialist and Posthuman/ist approaches into stimulating proximity to each other. Bold and astute, it draws an invigorating and lively mix of participants into its conversation: soils, urban animals, rivers, rights, Indigenous legalities, property as habitat, swarms, 'unusual posthuman capacities', decolonial critiques, eco-feedback, arts, affective encounters and more besides. Ultimately, this pivotal work shows how law currently fails to respond to the challenges and realities it faces, while demonstrating that law can also be a co-emergence of 'something else', more responsive, relational and prefigurative. Lively and engaging, Posthuman Legalities will prove an imperative read for students and scholars with a keen interest in breaking down barriers to address emerging challenges in environmental law, climate law, and human rights law, in conversation with new approaches to planetary justice. (shrink)

This book seeks answers to why some Central Falls High School students had school success while over half of their classmates failed to graduate. Much can be learned from how these students survived in a chronically low-achieving school located in the poorest community in the state.

Anthropologists and linguists have long been aware that the body is explicitly referred to in conventional description of emotion in languages around the world. There is abundant linguistic data showing expression of emotions in terms of their imagined ¿locus¿ in the physical body. The most important methodological issue in the study of emotions is language, for the ways people talk give us access to ¿folk descriptions¿ of the emotions. ¿Technical terminology¿, whether based on English or otherwise, is not excluded from (...) this ¿folk¿ status. It may appear to be safely ¿scientific¿ and thus culturally neutral, but in fact it is not: technical English is a variety of English and reflects, to some extent, culture-specific ways of thinking (and categorising) associated with the English language. People ¿ as researchers studying other people, or as people in real-life social association ¿ cannot directly access the emotional experience of others, and language is the usual mode of ¿packaging¿ one¿s experience so it may be accessible to others. Careful description of linguistic data from as broad as possible a cross-linguistic base is thus an important part of emotion research. All people experience biological events and processes associated with certain thoughts (or, as psychologists say, ¿appraisals¿), but there is more to ¿emotion¿ than just these physiological phenomena. Speakers of some languages talk about their emotional experiences as if they are located in some internal organ such as ¿the liver¿, yet they cannot localise feeling in this physical organ. This phenomenon needs to be understood better, and one of the problems is finding a method of comparison that allows us to compare descriptions from different languages which show apparently great formal and semantic variation. Some simple concepts including feel and body are universal or near-universal, and as such are good candidates for terms of description which may help to eradicate confusion and exoticism from cross-linguistic comparison and semantic typology. Semantic analysis reveals great variation in concepts of emotion across languages and cultures ¿ but such analysis requires a sound and well-founded methodology. While leaving room for different approaches to the task, we suggest that such a methodology can be based on empirically established linguistic universal (or near-universal) concepts, and on ¿cognitive scenarios¿ articulated in terms of these concepts. Also, we warn against the danger of exoticism involved in taking all body part references ¿literally¿. Above all, we argue that what is needed is a combination of empirical cross-linguistic investigations and a theoretical and methodological awareness, recognising the impossibility of exploring other people¿s emotions without keeping language in focus: both as an object and as a tool of study. (shrink)