Global science expansion and the ‘skills premium’ in labor markets have been extensively discussed in the literature on the global knowledge economy, yet the focus on, broadly-speaking, knowledge-related personnel as a key factor is surprisingly absent. This article draws on UIS and OECD data on research and development personnel for the period 1980 to 2015 for up to N = 82 countries to gauge cross-national trends and to test a wide range of educational, economic, political and institutional determinants of (...) general expansion as well as expansion by specific sectors and country groups. Findings show that, worldwide, the number of personnel involved in the creation of novel and original knowledge has risen dramatically in the past three decades, across sectors, with only a few countries reporting decrease. Educational and economic predictors show strong effects. Expansion is also strongest in those countries embedded in global institutional networks, yet regardless of a democratic polity. I discuss the emergence of ‘knowledge work’ as a mass-scale and worldwide phenomenon and map out consequences for the analysis of such a profound transformation, which involves both an educated workforce and the strong role of the state. (shrink)

In this paper, we describe how critical data designers have created projects that ‘push back’ against the eclipse of environmental problems by dominant orders: the pioneering pollution database Scorecard, released by the US NGO Environmental Defense Fund in 1997; the US Environmental Protection Agency’s EnviroAtlas that brings together numerous data sets and provides tools for valuing ecosystem services; and the Houston Clean Air Network’s maps of real-time ozone levels in Houston. Drawing on ethnographic observations and interviews, we analyse how critical (...) data designers turn scientific data and findings into claims and visualisations that are meaningful in contemporary political terms. The skills of critical data designers cross scales and domains; they must identify problems calling for public consideration, and then locate, access, link, and create visualisations of data relevant to the problem. We conclude by describing hazards ahead in work to leverage Big Data to understand and address environmental problems. Critical data designers need to understand what counts as a societal problem in a particular context, what doesn’t, what is seen as connected and not, what is seen as ethically charged, and what is exonerated and discounted. Such recognition is produced through interpretive, ‘close reading’ of the historical moment in which they operate. (shrink)

Lesslie Newbigin’s book Foolishness to the Greeks: The Gospel and Western Culture opens with an interesting observation. On the one hand, the relationship between the gospel and culture is not a new subject. One thinks, for example, of the classic study of H. Richard Niebuhr who proposed five models of the relation of Christ to culture, and of work of Paul Tillich who struggled toward, what he called, a ‘theology of culture’ . However, the majority of work has been done (...) by scholars who have not had the missionary experience of communicating the gospel to a radically foreign culture. On the other hand, the last three decades have witnessed a spate of studies on the issue of gospel and culture within the discipline of missiology under the general rubric ‘contextualization studies.’1 Missionaries have become more aware of the western captivity of the gospel and have struggled fruitfully with the issues of gospel and culture, and gospel and cultures. Yet while “it has sought to explore the problems of contextualization in all the cultures of humankind from China to Peru, it has largely ignored the culture that is the most widespread, powerful, and persuasive among all contemporary cultures — namely . . . modern Western culture” . To put Newbigin’s observation another way, the missionary experience and tradition has gained penetrating insight into the issues of gospel and culture, and gospel and cultures but this tradition has not been appropriated in mainstream western scholarship to shed light on the subject of gospel and culture, and more particularly on the relationship between the gospel and western culture. To my way of thinking, this is a great loss because the missionary experience of cross-cultural witness offers important insight into the gospel-culture relation. (shrink)

In this paper we set out to explore the enactments of risk by clinicians involved in the development of stem cell therapy for liver disease. In the process, we contribute to a performative re-thinking of how ‘risk’ can be analytically treated in relation to health. The bulk of the paper, drawing on interview data, is concerned with how clinicians’ accounts about the risks entailed in their research-oriented work performatively ‘make’ clinicians themselves, but also various other ‘constituencies’ – notably, publics and (...) regulatory actors, and also such diverse ‘entities’ as scientific rigour and ethics. We trace the ways in which they enact the complexities of taking risks in the context of public demands, regulatory constraints, and resource limitation and explore how clinicians tend to represent themselves as caught between the ‘rock of courage’ and the ‘hard place of caution’. (shrink)

Cross-cultural differences in argumentation may be explained by the use of different norms of reasoning. However, some norms derive from, presumably universal, mathematical laws. This inconsistency can be resolved, by considering that some norms of argumentation, like Bayes theorem, are mathematical functions. Systematic variation in the inputs may produce culture-dependent inductive biases although the function remains invariant. This hypothesis was tested by fitting a Bayesian model to data on informal argumentation from Turkish and English cultures, which linguistically mark evidence (...) quality differently. The experiment varied evidential marking and informant reliability in argumentative dialogues and revealed cross-cultural differences for both independent variables. The Bayesian model fitted the data from both cultures well but there were differences in the parameters consistent with culture-specific inductive biases. These findings are related to current controversies over the universality of the norms of reasoning and the role of normative theories in the psychology of reasoning. (shrink)

The Ontology Summit 2012 explored the current and potential uses of ontology, its methods and paradigms, in big systems and big data: How ontology can be used to design, develop, and operate such systems. The systems addressed were not just software systems, although software systems are typically core and necessary components, but more complex systems that include multiple kinds and levels of human and community interaction with physical-software systems, systems of systems, and the socio-technical environments for those systems which can (...) include cultural, legal, and economic components. The focus themes used for this exploration were Big Systems Engineering, Big Data Challenge, Large Scale Domain Applications, and cross-cutting aspects Ontology Quality, and Federation and Integration of Systems. The Ontology Summit 2012 consisted of over three months of intensive virtual collaborative elaboration of these issues in presentations, panels, and group email. The culmination of these activities was a face-to-face Symposium at the US National Institute of Standards and Technology (NIST), Gaithersburg, MD, USA, 12–13 April 2012. The primary product of this Ontology Summit is the communiqué reported here. But there are other products, some continuing as collaborative, more specifically focused analysis and modeling efforts aligned with various open standards activities. Behind all of these particular products, of course, is the real overriding purpose of the Ontology Summit 2012, which was: the joint collaboration of three distinct communities, the ontology, systems engineering and big systems stakeholder communities, who came together to address common problems, create common understanding and propose common solutions. (shrink)

The Science Granting Councils Initiative (SGCI) in Africa aims to strengthen the capacities of selected science granting councils (SGCs) in sub-Saharan Africa in order to support research and evidence-based policies that will contribute to Africa’s economic and social development. As part of SGCI, a study was conducted in 2021 to investigate strategies that have been adopted by fifteen SGCs participating in SGCI in promoting ethical practice in research and innovation. Data collection for the study was mainly based on a data (...) abstraction form that was completed for each country by an assigned focal person with a background in research ethics. The focal persons relied on various methods including document and website review and interviews with senior officers at the SGCs. The study specifically sought to describe the strategies and activities being implemented by the 15 SGCs in promoting ethics and integrity in research and innovation. The study revealed various strategies that were being implemented by the 15 SGCs aimed at promoting ethics in research and innovation including requiring proof of research ethics committee approval before releasing research funds and the inclusion of ethics questions in the application form for funding. It was observed that some activities and strategies were generic to most SGCs for example the development of general/standard guidelines for the conduct of research in each respective country. Overall, the different SGCs were involved in a broad spectrum of activities aimed at promoting research ethics and this paper presents an opportunity for cross fertilization of ideas. By providing a summary of the various strategies that SGCs are using in promoting ethical conduct of research, it is hoped that this paper will lead to improvements in the ways SGCs provide support and oversight over the research that they fund. (shrink)

There are few, if any, aspects of contemporary sport that do not raise ethical questions. From on-field relationships between athletes, coaches and officials, to the corporate responsibility of international sports organizations and businesses, ethical considerations permeate sport at every level. This important new collection of articles showcases the very best international scholarship in the field of sports ethics, and offers a comprehensive, one-stop resource for any student, scholar or sportsperson with an interest in this important area. It addresses cutting-edge contemporary (...) themes within sports ethics, such as gene doping, as well as introducing classic ethical debates that define our understanding of sport, sporting conduct and sport in practice. _The Ethics of Sports_ is arranged into seven thematic sections, each of which includes an introduction by the editor that highlights the key themes and places each article in context, and offers suggestions for further reading. _The Ethics of Sports _sheds new light on a wide range of issues within contemporary sports studies including doping, disability, gender and ethnicity; the practice of physical education and sports coaching; sports media; sports business and sports medicine. It is essential reading for all students with an interest in sport or applied ethics. (shrink)

Are people rational? This question was central to Greek thought and has been at the heart of psychology and philosophy for millennia. This book provides a radical and controversial reappraisal of conventional wisdom in the psychology of reasoning, proposing that the Western conception of the mind as a logical system is flawed at the very outset. It argues that cognition should be understood in terms of probability theory, the calculus of uncertain reasoning, rather than in terms of logic, the calculus (...) of certain reasoning. (shrink)

In response to calls for greater interdisciplinary involvement from the social sciences and humanities in the development, governance, and study of artificial intelligence systems, this paper presents one sociologist’s view on the problem of algorithmic bias and the reproduction of societal bias. Discussions of bias in AI cover much of the same conceptual terrain that sociologists studying inequality have long understood using more specific terms and theories. Concerns over reproducing societal bias should be informed by an understanding of the ways (...) that inequality is continually reproduced in society—processes that AI systems are either complicit in, or can be designed to disrupt and counter. The contrast presented here is between conservative and radical approaches to AI, with conservatism referring to dominant tendencies that reproduce and strengthen the status quo, while radical approaches work to disrupt systemic forms of inequality. The limitations of a conservative approach to racial bias are discussed through the specific example of biased criminal risk assessments and Indigenous overrepresentation in Canada’s criminal justice system. This illustrates the dangers of treating racial bias as a generalizable problem and equality as a generalizable solution, emphasizing the importance of considering inequality in context. Societal issues can no longer be out of scope for AI and machine learning, given the impact of these systems on human lives. This requires engagement with a growing body of critical AI scholarship that goes beyond biased data to analyze structured ways of perpetuating inequality, opening up the possibility for interdisciplinary engagement and radical alternatives. (shrink)

How can a critical analysis of entrepreneurial intention inform an appreciation of ethics in social enterprise business models? In answering this question, we consider the ethical commitments that inform entrepreneurial action and the hybrid organisations that emerge out of these commitments and actions. Ethical theory can be a useful way to reorient the field of social enterprise so that it is more critical of bureaucratic and market-driven enterprises connected to neoliberal doctrine. Social enterprise hybrid business models are therefore reframed as (...) outcomes of both ethical and entrepreneurial intentions. We challenge the dominant conceptualisation of social enterprise as a hybrid blend of mission and market by reframing hybridity in terms of the moral choice of economic system and social value orientation. We deconstruct the political foundations of charitable trading activities, co-operative and mutual enterprises and socially responsible businesses by examining the rationalities and ethical commitments that underpin them. Whilst conceptual modelling of social enterprise is not new, this paper contributes to knowledge by developing a theory of social enterprise ethics based on the moral/political choices that are made by entrepreneurs when choosing between systems of economic exchange and social value orientation, then expressing it through a legal form. (shrink)

This chapter summarizes much of the recent work in experimental philosophy. It begins with some background, introducing the philosophical dispute between descriptivists and causal‐historical accounts of reference that has served as the primary focus of experimental work. The chapter also reviews some reasons to think that understanding reference may have very general philosophical implications. It introduces preliminary experimental work on reference by Edouard Machery, Ron Mallon, Shaun Nichols, and Stephen Stich, which suggested the existence of cultural diversity in judgments about (...) the reference of proper names in a classic case. The chapter explains a range of responses to this work; responses that themselves advance and clarify the central issues at stake. The chapter briefly considers the related empirical research, some of it recent, some of it decades old, into the reference of kind terms rather than proper names. Finally, the chapter summarizes by considering the payoffs of this literature. (shrink)

This article is concerned with the relationship between body, image and affect within consumer culture. Body image is generally understood as a mental image of the body as it appears to others. It is often assumed in consumer culture that people attend to their body image in an instrumental manner, as status and social acceptability depend on how a person looks. This view is based on popular physiognomic assumptions that the body, especially the face, is a reflection of the self: (...) that a person’s inner character or personality will shine through the outer appearance. The modification and cosmetic enhancement of the body through a range of regimes and technologies can be used to construct a beautiful appearance and thereby a beautiful self. The article begins by examining body images in consumer culture and their relation to photography and moving images. This is followed by an examination of the consumer culture transformative process through a discussion of cosmetic surgery. The article then questions the over-simplistic logic that assumes that transformative techniques will automatically result in a more positive and acceptable body image. The new body and face may encourage people to look at the transformed person in a new way. But the moving body, the body without image, which communicates through proprioceptive senses and intensities of affect, can override the perception of the transformed appearance. A discussion of the affective body follows, via a closer examination of the body without image, the opening of the body to greater affect and indeterminacy. The affective body image and its potential greater visibility through new media technologies are then discussed through some examples taken from digital video art. The article concludes by examining some of the implications of these shifts within consumer culture and new media technologies. (shrink)

Philosophical discussions of Molyneux's problem within contemporary philosophy of mind tend to characterize the problem as primarily concerned with the role innately known principles, amodal spatial concepts, and rational cognitive faculties play in our perceptual lives. Indeed, for broadly similar reasons, rationalists have generally advocated an affirmative answer, while empiricists have generally advocated a negative one, to the question Molyneux posed after presenting his famous thought experiment. This historical characterization of the dialectic, however, somewhat obscures the role Molyneux's problem has (...) played in spawning debates within the empiricist tradition. Fortunately, the differences between various empiricist accounts have been widely recognized and discussed among historians of philosophy working on the topic. The focus of the present essay is to develop an interpretation of John Locke's views on Molyneux's problem that best coheres with his other views on human understanding as well as with the predominant scientific opinion about the nature of perception during the period in which he lived. (shrink)

This paper examines the establishment and enforcement of codes of conduct governing the use of Internet technology as a means of providing a basis of trust in the e‐business context. The discussion draws on the findings of a survey of 80 UK organisations, and considers the relationship between factors such as organisation size, type, use of IT, the length of time with an Internet connection and the use of a code of conduct, as well as the specific areas of Internet (...) technology covered by codes of conduct. The paper also investigates the extent of disciplinary cases associated with the misuse of Internet technology, as well as the ownership and responsibility for implementing codes of conduct. The survey results suggest that the use of codes of conduct varies significantly from organisation to organisation, and that those who initiate such codes are not those seen as being responsible for implementing them. The results also indicate that a growing number of employees are disciplined for misuse of facilities offered by Internet technology. (shrink)

The storytelling monkey why do we see faces in clouds? -- The creative serpent where did science come from? -- The pitiful monster why do doctors wear white coats? -- The logical alien why are we so unreasonable? -- The clever horse -- The science graveyard why do we hold onto bad ideas? -- The tangled web who is in control of what we know? -- The progressive human what will intelligence mean in the future?

Over the last decade, fully distributed models have become dominant in connectionist psychological modelling, whereas the virtues of localist models have been underestimated. This target article illustrates some of the benefits of localist modelling. Localist models are characterized by the presence of localist representations rather than the absence of distributed representations. A generalized localist model is proposed that exhibits many of the properties of fully distributed models. It can be applied to a number of problems that are difficult for fully (...) distributed models, and its applicability can be extended through comparisons with a number of classic mathematical models of behaviour. There are reasons why localist models have been underused, though these often misconstrue the localist position. In particular, many conclusions about connectionist representation, based on neuroscientific observation, can be called into question. There are still some problems inherent in the application of fully distributed systems and some inadequacies in proposed solutions to these problems. In the domain of psychological modelling, localist modelling is to be preferred. Key Words: choice; competition; connectionist modelling; consolidation; distributed; localist; neural networks; reaction-time. (shrink)

Part of understanding the meaning and power of algorithms means asking what new demands they might make of ethical frameworks, and how they might be held accountable to ethical standards. I develop a definition of networked information algorithms as assemblages of institutionally situated code, practices, and norms with the power to create, sustain, and signify relationships among people and data through minimally observable, semiautonomous action. Starting from Merrill’s prompt to see ethics as the study of “what we ought to do,” (...) I examine ethical dimensions of contemporary NIAs. Specifically, in an effort to sketch an empirically grounded, pragmatic ethics of algorithms, I trace an algorithmic assemblage’s power to convene constituents, suggest actions based on perceived similarity and probability, and govern the timing and timeframes of ethical action. (shrink)

This paper addresses the apparent mismatch between the normative and descriptive literatures in the cognitive science of conditional reasoning. Descriptive psychological theories still regard material implication as the normative theory of the conditional. However, over the last 20 years in the philosophy of language and logic the idea that material implication can account for everyday indicative conditionals has been subject to severe criticism. The majority view is now apparently in favour of a subjective conditional probability interpretation. A comparative model fitting (...) exercise is presented that shows that a conditional probability model can explain as much of the data on abstract indicative conditional reasoning tasks as psychological theories that supplement material implication with various rationally unjustified processing assumptions. Consequently, when people are asked to solve laboratory reasoning tasks, they can be seen as simply generalising their everyday probabilistic reasoning strategies to this novel context. (shrink)

This book shows how these developments have led researchers to view people's conditional reasoning behaviour more as succesful probabilistic reasoning rather ...

This book explores a new approach to understanding the human mind - rational analysis - that regards thinking as a facility adapted to the structure of the world. This approach is most closely associated with the work of John R Anderson, who published the original book on rational analysis in 1990. Since then, a great deal of work has been carried out in a number of laboratories around the world, and the aim of this book is to bring this work (...) together for the benefit of the general psychological audience. The book contains chapters by some of the world's leading researchers in memory, categorisation, reasoning, and search, who show how the power of rational analysis can be applied to the central question of how humans think. It will be of interest to students and researchers in cognitive psychology, cognitive science, and animal behaviour. (shrink)

The paper aims to show that, if S5 is the logic of metaphysical necessity, then no state of affairs in any possible world constitutes any non-trivial evidence for or against the existence of the traditional God. There might well be states of affairs in some worlds describing extraordinary goods and extraordinary evils, but it is false that these states of affairs constitute any (non-trivial) evidence for or against the existence of God. The epistemological and metaphysical consequences for philosophical theology of (...) assuming that S4 or Kσρ is the logic of metaphysical necessity are equally untenable. S4 guarantees that God does not exist if there is the slightest evidence against the existence of God. And Kσρ guarantees that God might survive the loss or acquisition of any essential property at all. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:What Now?Mike AbellThe cry broke the church’s uncomfortable silence. It actually was more of a moan than a cry. It was deeper, coming from her core. I’d heard it only once before and knew it as a sound caused by a loss that will never be recovered. No one in the church had to turn to discover its source. We all knew the mother had entered to say (...) goodbye to her 19–month–old son.We watched as the now composed mother, along side her husband, followed the small casket—a family rendered incomplete. As they passed our pew, my wife clutched my arm and we wept tears of sympathy, guilt and fear.Just 15 months earlier our now, 2–and ½–year–old son, Jun, had been diagnosed with a brain tumor not dissimilar from the child in the casket. The tumor has a different name, but it’s equally complicated, and comparably rare and aggressive.Over nine months, Jun endured two craniotomies, three rounds of induction chemo, three rounds of high dose chemo with stem cell rescue, 28 days of proton radiation, a sub–dural shunt placement, a port placed and removed, a broviac placed and removed and many, many blood and [End Page 16] platelet transfusions. As of his last scan, there was no evidence of tumor.Jun has now been out of treatment for six months. His hair has grown back. He’s stronger. The meals have stopped arriving. And we no longer are the recipients of sad eyes at playgrounds and restaurants.In many ways we have returned to a somewhat normal life. If you didn’t know Jun was in remission for a brain tumor, you wouldn’t know. Despite all this, cancer still strangles us with fear.Brain tumors often come back. Too often. We’ve heard a few different numbers on the likelihood. And while we’ve never paid too much attention to statistics, they are too scary to ignore. Especially knowing that should it recur, there is no cure. This is our day–to–day reality.A lot of our time is spent analyzing, over analyzing and obsessing. We watch him closely. Every time he stumbles, coughs, or sleeps fifteen minutes longer than normal, we wonder if it’s something more. I’ve called our oncologist about a 99–degree temperature. Something I wouldn’t have done during treatment (I usually waited to 100). I’ve questioned whether hiccups are a sign of recurrence. Admittedly, I’ve even Googled that last one just to be sure.All the anxiety builds the closer you get to an MRI date. My son has scans every three months so I’m beginning to recognize the cycle. It starts a couple weeks out. Normally it begins as a twinge the moment the date is set. But each day it grows, occupying more and more of my mind. This is not to say, I don’t think about it everyday. I do. But the thoughts become more paranoid and frequent. Worst–case scenarios play out. It’s different from the time during treatment. We always had the comfort of knowing that there is still more treatment.By the time we reach MRI day, bring Jun back to the machine room, watch the anesthesiologist put him under, and leave him to be scanned for the next two and half hours, I feel close to nauseas. In my mind, at this point, someone knows. I know they may be a technician and are not necessarily trained to read an MRI. But they know. They’ve seen it before.There usually is a waiting period between the time of the scan and the time you can meet with your oncologist or someone else qualified to read and interpret the scan. I do whatever I can to make that window as narrow as possible. I leave radiology with a disc in hand and head directly to the clinic to pass it off. I’ve heard of people waiting days for an appointment. That’s not an option for me. There would be no eating, no sleeping, and no resting heart rate without knowing. Fortunately, our oncologist is... (shrink)

The ability of science to operate effectively within society is dependant on a number of factors. Science is totally reliant on the law for its regulation and control, while the boundaries in which science can operate are governed by legal constraints. These boundaries are strongly influenced by society which dictates acceptable levels of morals and ethics in which science can operate. Economic factors must be considered as industry requires reward in order to recoup its research and development investments and continue (...) competing in a competitive and growing market place. Thus the law must reconcile the different tensions raised by science, economics, politics, society and the law itself. This paper looks how this may be achieved at the international, regional and national level. (shrink)

The ability of science to operate effectively within society is dependant on a number of factors. Science is totally reliant on the law for its regulation and control, while the boundaries in which science can operate are governed by legal constraints. These boundaries are strongly influenced by society which dictates acceptable levels of morals and ethics in which science can operate. Economic factors must be considered as industry requires reward in order to recoup its research and development investments and continue (...) competing in a competitive and growing market place. Thus the law must reconcile the different tensions raised by science, economics, politics, society and the law itself. This paper looks how this may be achieved at the international, regional and national level. (shrink)

This essay argues for the fruitfulness of Beck’s idea of cosmopolitanism for understanding the changing political, sociological and psychological attributes of climate change. This argument is illustrated through brief examinations of how climate change is contributing to the dissolution of three modern dualisms: nature-culture, present-future and global-local. Not only does the cosmopolitan perspective help to understand the ways in which science and society are mutually constructing the phenomenon of climate change, it also offers us a way of asking ‘what can (...) climate change do for us?’ rather than ‘what can we do for climate change?’ Sociologists are needed for answering this question. (shrink)

According to Aristotle, humans are the rational animal. The borderline between rationality and irrationality is fundamental to many aspects of human life including the law, mental health, and language interpretation. But what is it to be rational? One answer, deeply embedded in the Western intellectual tradition since ancient Greece, is that rationality concerns reasoning according to the rules of logic – the formal theory that specifies the inferential connections that hold with certainty between propositions. Piaget viewed logical reasoning as defining (...) the end-point of cognitive development; and contemporary psychology of reasoning has focussed on comparing human reasoning against logical standards. (shrink)

The ‘cosmological constant problem’ has historically been understood as describing a conflict between cosmological observations in the framework of general relativity and theoretical predictions from quantum field theory, which a future theory of quantum gravity ought to resolve. I argue that this view of the CCP is best understood in terms of a bet about future physics made on the basis of particular interpretational choices in GR and QFT, respectively. Crucially, each of these choices must be taken as itself grounded (...) in the sucesses of the respective theory for this bet to be justified. 1 Introduction 2 The Cosmological Constant Problem 2.1 The physics that anticipates ‘vacuum energy’ 2.2 Getting to zero-point energies 2.3 Getting to the cosmological constant 3 The Epistemology of Physical Interpretation 4 The View from High-Energy Physics 5 Concluding Remarks. (shrink)

Disagreement holds the key: the possibility of agreeing or disagreeing with a state of mind makes that state of mind act logically like accepting a claim. Charles Stevenson was quite right to begin his presentation of emotivism with disagreement.—Allan Gibbard.