In this paper I examine how knowledge claims operating through two types of governance techniques can guide product innovations in the agri-food sector. The notion that knowledge claims have strong social and material components informs the analysis undertaken, developed through a discussion of social science approaches to the role of human groups and biophysical properties in social change. I apply this socio-technical perspective to two case studies: defining dietary fiber and reducing saturated fat. The first involves attempts to produce an (...) international definition of dietary fiber standards in the Codex Alimentarius Commission. The second involves efforts by food manufacturers to reduce the saturated fat content of food products in line with UK government guidelines. The case studies draw upon observations, document analysis, and over forty interviews. I suggest that although knowledge claims are active constituents of both governance processes, important differences are evident and arise from the history of scientific and technical controversies, and from the scope for articulating broader questions. In particular, the different criteria for judging “success” guide how knowledge claims are implicated in the governance of product innovation. I suggest that further work is required to understand the wider implications of efforts to change the composition of foods, not only for public heath, but also in relation to food security, quality, safety, and availability in a rapidly changing context. In order to do this successfully, knowledge claims made about the material properties of food should be made objects of social science analysis. (shrink)

Value capture occurs when an agent’s values are rich and subtle; they enter a social environment that presents simplified — typically quantified — versions of those values; and those simplified articulations come to dominate their practical reasoning. Examples include becoming motivated by FitBit’s step counts, Twitter Likes and Re-tweets, citation rates, ranked lists of best schools, and Grade Point Averages. We are vulnerable to value capture because of the competitive advantage that such crisp and clear expressions of value have in (...) our private reasoning and our public justification. There is, however, a price. In value capture, we take a central component of our autonomy — our ongoing deliberation over the exact articulation of our values — and we outsource it. And the metrics to which we outsource usually engineered for the interests of some external force, like a large-scale institution’s interest in cross-contextual comprehensibility and quick aggregability. That outsourcing cuts off one of the key benefits to personal deliberation. In value capture, we no longer adjust our values and their articulations in light of own rich experience of the world. Our values should often be carefully tailored to our particular selves or our small-scale communities, but in value capture, we buy our values off the rack. In some cases – like decreasing CO2 emissions – the costs of non-tailored values are outweighed by the benefit of precise collective coordination. In other cases, like in our aesthetic lives, they are not. This suggests that we should want different values suited to different scales. We should want value federalism. Some values are perhaps best pursued at the largest-scale level, others at smaller scales. The problem occurs when we exhibit an excess preference for the largest-scale values – when we consistently let the universal metrics swamp our quieter interests. (shrink)

Set within the socio‐political context of standards‐based education reform, this article explores the constitutive role of teaching standards in the production of the practice and identity of the ‘accomplished’ teacher. It contrasts two idioms for thinking about and studying these standards, the representational and the performative. Utilising the material‐semiotic approach of actor‐network theory, it addresses the issue of how the representational idiom of teaching standards has become so authoritative that it readily eclipses other ways to think and ‘do’ them. In (...) tracing the development of a specific set of teaching standards as part of a national research project, the argument is made that standards should be understood as performative knowledge and identity practices. And, accounting them should also be performative. Accordingly, attention is given to key locales in which this development is taking place. Teaching standards emerge as ontologically variable and it is struggles around this variability that can create conditions for a renewed practice and politics of education reform. (shrink)

Theories of race-making have recognized the confusion and contradiction in state-led racial projects but have not sufficiently elaborated their unintended consequences. Focusing on the relationship between the state, racial science, and immigration policy in the early twentieth century United States, this article illustrates how practical challenges in racial projects can jeopardize and thereby eventually trigger innovations in modes of racial governance. The Dillingham Commission (1907–1911) was a Congressional investigative commission that attempted to collect comprehensive data on immigrants in order to (...) provide a scientific foundation of immigration policy. Specifically, the most powerful members of the Commission’s executive committee wanted to single out Southern and Eastern Europeans (SEEs) and portray them as “undesirable races.” Developing such a classification scheme, however, proved to be difficult, and the facts collected from the field did not support their goal, instead demonstrating that in many cases SEEs were not very different from other immigrants and their native-born counterparts. The idea for national quotas, as well as the theoretical foundation for the inclusion of SEEs, emerged in this process, not as an outcome of ideological design but as an unintended byproduct of knowledge production. I highlight the pursuit of facts-based governance and relative autonomy of middle-level managers as key factors that enabled such process. (shrink)

As an instrument for participatory technology development, Scenario-Based Design offers significant potential for an early inclusion of future users. Over the course of a 3-year research project, this method was examined as a procedure for participatory technology development. Methods and instruments aimed at achieving a potential user’s participation, and the resulting cooperation of heterogeneous social groups can be seen as translation tools. Their purpose is to act as translators between different social fields and the specific knowledge associated with them. These (...) translation capabilities and participatory methods should result in the best possible convergence of different orientations and purposes. In this paper, attempting to achieve the best possible convergence is described as a dilemma of alignment. Several approaches will be used to describe the dynamic of the alignment dilemma within the above-mentioned project. The reconstruction follows one question that is proposed as a heuristic pattern to meet the requirements of an accurate analysis of holistic participatory methods: Who or what has to adjust to whom or what, why, when, and in which way? The main conclusions include the finding that the alignment dilemma is not equally balanced, that the agency of epistemic objects within the process has to be captured, and that it is easy for translation—provided primarily by core instruments of the participatory method used—to begin to overwrite the needs and purposes of one social group with the interests and orientations of another. (shrink)

The development of territorology requires the overcoming of the dichotomy between determinist and constructivist approaches, in order to advance towards a general science of territory and territorial phenomena. Insights for this task can come from at least four main threads of research: biology, zooethology and human ethology; human ecology, social psychology and interactionism; human, political and legal geography; and philosophy. In light of the insights derived from these traditions, the article aims to conceptualize territorial components, technologies, movements, effects, and their (...) interplay, in order to establish the main lines of inquiry for territorology. A general territorology, it is argued, amounts to a sociology of territorial acts and relations, whose aim is to analyze the expressive and functional components of territories, as fixed through their organizational and technological devices. (shrink)

Through hypothetical scenarios, this paper analyses whether machine learning (ML) could resolve one of the main shortcomings present in Christopher Boorse’s Biostatistical Theory of health (BST). In doing so, it foregrounds the boundaries and challenges of employing ML in formulating a naturalist (i.e., prima facie value-free) definition of health. The paper argues that a sweeping dataist approach cannot fully make the BST truly naturalistic, as prior theories and values persist. It also points out that supervised learning introduces circularity, rendering it (...) incompatible with a naturalistic perspective. Additionally, it underscores the need for pre-existing auxiliary theories to assess results from unsupervised learning. It emphasizes the importance of understanding the epistemological entanglements between data and data processing methods to manage expectations about what data patterns can predict. In conclusion, the paper argues against delegating the final authority for defining complex concepts like health to AI systems, as it necessitates ethical judgment and capacities for deliberation that AI currently lacks. It also warns against granting creators and deployers of AI systems the discretionary authority to determine these definitions outside the wider social discussion, advocating for ongoing public engagement on normative notions. Failure to do so risks limiting individuals and collectives’ ability to shape a just digital future and diminishes their fundamental epistemic agency. (shrink)

As inductive decision-making procedures, the inferences made by machine learning programs are subject to underdetermination by evidence and bear inductive risk. One strategy for overcoming these challenges is guided by a presumption in philosophy of science that inductive inferences can and should be value-free. Applied to machine learning programs, the strategy assumes that the influence of values is restricted to data and decision outcomes, thereby omitting internal value-laden design choice points. In this paper, I apply arguments from feminist philosophy of (...) science to machine learning programs to make the case that the resources required to respond to these inductive challenges render critical aspects of their design constitutively value-laden. I demonstrate these points specifically in the case of recidivism algorithms, arguing that contemporary debates concerning fairness in criminal justice risk-assessment programs are best understood as iterations of traditional arguments from inductive risk and demarcation, and thereby establish the value-laden nature of automated decision-making programs. Finally, in light of these points, I address opportunities for relocating the value-free ideal in machine learning and the limitations that accompany them. (shrink)

After describing the disorder of psychopathy, I examine the theories and the evidence concerning the psychopaths’ deficient moral capacities. I first examine whether or not psychopaths can pass tests of moral knowledge. Most of the evidence suggests that they can. If there is a lack of moral understanding, then it has to be due to an incapacity that affects not their declarative knowledge of moral norms, but their deeper understanding of them. I then examine two suggestions: it is their deficient (...) practical reason or their stunted emotions that are at fault. The evidence supports both explanations. I conclude with an overview of the debate concerning whether they are morally or legally responsible for their actions. (shrink)

ArgumentIn the United States, scientific knowledge is brought before the courts by way of testimony – the testimony of scientific experts. We argue that this expertise is best understoodfirstas related to the quality of the underlying scienceand thenin terms of who delivers it. Bloodstain pattern analysis (BPA), a contemporary forensic science, serves as the vaulting point for our exploration of objectivity as a metric for the quality of a science in judicial contexts. We argue that BPA fails to meet the (...) minimal standard set by Helen Longino’s social-procedural account of objectivity (1990, 2002). In light of some pressing issues for social-procedural accounts, we offer an infrastructural account of objectivity. This account offers what amounts to a friendly amendment to Longino’s account and adds to the ways in which we might analyze social-procedural objectivity. Finally, we address an issue that is pressing in the legal context: given that scientific knowledge is delivered by individuals, not communities, at least in U.S. courts, we (may) need a way to evaluate individual scientific and epistemic agents. We suggest a means for making this evaluation that is derived from our infrastructural account of objectivity. (shrink)

This groundbreaking, open access volume analyses and compares data practices across several fields through the analysis of specific cases of data journeys. It brings together leading scholars in the philosophy, history and social studies of science to achieve two goals: tracking the travel of data across different spaces, times and domains of research practice; and documenting how such journeys affect the use of data as evidence and the knowledge being produced. The volume captures the opportunities, challenges and concerns involved in (...) making data move from the sites in which they are originally produced to sites where they can be integrated with other data, analysed and re-used for a variety of purposes. The in-depth study of data journeys provides the necessary ground to examine disciplinary, geographical and historical differences and similarities in data management, processing and interpretation, thus identifying the key conditions of possibility for the widespread data sharing associated with Big and Open Data. The chapters are ordered in sections that broadly correspond to different stages of the journeys of data, from their generation to the legitimisation of their use for specific purposes. Additionally, the preface to the volume provides a variety of alternative “roadmaps” aimed to serve the different interests and entry points of readers; and the introduction provides a substantive overview of what data journeys can teach about the methods and epistemology of research. (shrink)

Universities are knowledge institutions. Compared to several other knowledge institutions (e.g. schools, government research organisations, think tanks), research universities have unusual, anarchic organisational features. We argue that such anarchic features are not a weakness. Rather, they reflect the special standing of research universities among knowledge institutions. We contend that the distributed, self-organising mode of knowledge production maintains a diversity of approaches, topics and solutions needed in frontier research, which involves generating relevant knowledge under uncertainty. Organisational disunity and inconsistencies should sometimes (...) be protected by institutional structures and procedures in order for research universities to best serve their purpose as knowledge institutions. The quality control for the knowledge produced stems from knowledge fields, clusters of knowledge and research that exist beyond the confines of individual organisations. The diversity of epistemic contributions is therefore kept in check by the order imposed by the internal logic of science as a social practice. Our argument provides a new defence for the autonomy of research conducted at universities. (shrink)

Using Big Data to better understand urban questions is an exciting field with challenging methodological and theoretical problems. It is also, however, potentially troubling when Big Data is applied uncritically to urban governance via the ideas and practices of “smart cities”. This essay reviews both the historical depth of central ideas within smart city governance —particular the idea that enough data/information/knowledge can solve society problems—but also the ways that the most recent version differs. Namely, that the motivations and ideological underpinning (...) behind the goal of urban betterment is largely driven by technology advocates and neoliberalism rather than the strong social justice themes associated with earlier applications of data to cities. Geosocial media data and metrics derived from them can provide useful insight and policy direction. But one must be ever mindful that metrics don’t simply measure; in the process of deciding what is important and possible to measure, these data are simultaneously defining what cities are. (shrink)

This article analyzes the experiences of ecologists who used data they did not collect themselves. Specifically, the author examines the processes by which ecologists understand and assess the quality of the data they reuse, and investigates the role that standard methods of data collection play in these processes. Standardization is one means by which scientific knowledge is transported from local to public spheres. While standards can be helpful, the results show that knowledge of the local context is critical to ecologists' (...) reuse of data. Yet, this information is often left behind as data move from the private to the public world. The knowledge that ecologists acquire through fieldwork enables them to recover the local details that are so critical to their comprehension of data collected by others. Social processes also play a role in ecologists' efforts to judge the quality of data they reuse. (shrink)

Recent accounts of “the biological” emphasize its thoroughgoing transformation. Accounts of biomedicalization, biotechnology, biopower, biocapital, and bioeconomy tend to agree that twentieth- and twenty-first-century life sciences transform the object of biology, the biological. Amidst so much transformation, we explore attempts to stabilize the biological through standards. We ask: how do standards handle the biological in transformation? Based on ethnographic research, the article discusses three contemporary postgenomic standards that classify, construct, or identify biological forms: the Barcoding of Life Initiative, the BioBricks (...) Assembly Standard, and the Proteomics Standards Initiative. We rely on recent critical analyses of standardization to suggest that any attempt to attribute a fixed property to the biological actually multiplies dependencies between values, materials, and human and nonhuman agents. We highlight ways in which these biological standards cross-validate life forms with forms of life such as publics, infrastructures, and forms of disciplinary compromise. Attempts to standardize the biological, we suggest, offer a good way to see how a life form is always also a form of life. (shrink)

This article addresses the need to problematize “cases” in science and technology studies work, as a middle-range theory issue. The focus is not on any one case study per se, but on why case studies exist and endure in STS. Case studies are part of a specific problematization in the field. We therefore explore relations between motivation for the use of cases, their constitution, and ways they can be invoked to make particular kinds of arguments in STS. We set out (...) to examine the case as an object that links together research practices, intellectual debates, and programmatic concerns in our own work. Based on our experiences and on this reflection on the links between cases and questions in STS, we propose a number of casemaking strategies that shift and enrich the deployment of ethnographic cases as an epistemic tool in STS. (shrink)

During the late 20thcentury numerical rating scales became central to the diagnosis of dementia and helped transform attitudes about its causes and prevalence. Concentrating largely on the development and use of the Blessed Dementia Scale, I argue that rating scales served professional ends during the 1960s and 1970s. They helped old age psychiatrists establish jurisdiction over conditions such as dementia and present their field as a vital component of the welfare state, where they argued that ‘reliable modes of diagnosis’ were (...) vital to the allocation of resources. I show how these arguments appealed to politicians, funding bodies and patient groups, who agreed that dementia was a distinct disease and claimed research on its causes and prevention should be designated ‘top priority’. But I also show that worries about the replacement of clinical acumen with technical and depersonalized methods, which could conceivably be applied by anyone, led psychiatrists to stress that rating scales had their limits and could be used only by trained experts. (shrink)

Modern society is characterised by rapid technological development that is often socially controversial and plagued by extensive scientific uncertainty concerning its socio-ecological impacts. Within this context, the concept of ‘responsible research and innovation’ is currently rising to prominence in international discourse concerning science and technology governance. As this emerging concept of RRI begins to be enacted through instruments, approaches, and initiatives, it is valuable to explore what it is coming to mean for and in practice. In this paper we draw (...) attention to a realm that is often backgrounded in the current discussions of RRI but which has a highly significant impact on scientific research, innovation and policy—namely, the interstitial space of international standardization. Drawing on the case of nanoscale sciences and technologies to make our argument, we present examples of how international standards are already entangled in the development of RRI and yet, how the process of international standardization itself largely fails to embody the norms proposed as characterizing RRI. We suggest that although current models for RRI provide a promising attempt to make research and innovation more responsive to societal needs, ethical values and environmental challenges, such approaches will need to encompass and address a greater diversity of innovation system agents and spaces if they are to prove successful in their aims. (shrink)

Predictive uses of data are becoming widespread in institutional settings as actors seek to anticipate people and their activities. Predictive modeling is increasingly the subject of scholarly and public criticism. Less common, however, is scrutiny directed at the data that inform predictive models beyond concerns about homogenous training data or general epistemological critiques of data. In this paper, I draw from a qualitative case study set in higher education in the United States to investigate the making of data. Data analytics (...) projects at universities have become more pervasive and intensive to better understand and anticipate undergraduate student bodies. Drawing from 12 months of ethnographic research at a large public university, I analyze the ways data personnel at the institution—data scientists, administrators, and programmers—sort student data into “attributes” and “behaviors,” where “attributes” are demographic data that students “can’t change.” “Behaviors,” in contrast, are data defined as reflective of what students can choose: attending and paying attention in class, studying on campus, among other data which personnel categorize as what students have control over. This discursive split enables the institution nudge students to make responsible choices according to behavior data that correlate with success in the predictive model. In discussing how personnel type, sort, stabilize, and nudge on behavior data, this paper examines the contingencies of data making processes and implications for the application of student data. (shrink)

Debate over the closure of DeVasco High School shows that data-driven accountability was a methodological and administrative processes that produced both transparency and opacity. Data, when applied to a system of accountability, produced new capabilities and powers, and as such were political. It created second-hand representations of important objects of analysis. Using these representations administrators spoke on behalf of the school, the student and the classroom, without having to rely on the first-person accounts of students, teachers or principals. They empowered (...) one group—central city administrators—over another—teachers and principals. After analyzing the form these policies took, this article concludes that it is necessary to rethink the processes that create visibility and invisibility. Public data obscured the voices, experiences and collective traumas of students and faculty within the school. A narrow focus on activities within the schools rendered invisible the structural decisions made by the Department of Education in New York City—to favor small schools over large, comprehensive ones. In order to create understanding, and a sense of common purpose, those who are spoken for in simplified data must also be given the opportunity to debate the representations of their performance and quality. (shrink)

This short article provides a response to Nowotny and Wynne's commentary on an earlier article by the author that examined the relation between science and technology studies and science policy. The article offers a reply with respect to understanding the domain of science policy; how Nowotny and Wynne seek to broaden the scope and so critical leverage of STS beyond the “policy room”; and the implications this has for the ways in which an STS/non-sts nexus might be configured in the (...) future. (shrink)

This article is about recent attempts by scholars, database practitioners, and curators to experiment in theoretically interesting ways with the conceptual design and the building of databases, archives, and other information systems. This article uses the term ‘‘archive’’ as an overarching category to include a diversity of technologies used to inventory objects and knowledge, to commit them to memory and for future use. The category of ‘‘archive’’ might include forms as diverse as the simple spreadsheet, the species inventory, the computerized (...) database, and the museum. Using this protean concept, this study suggests that we are currently witnessing a time where close convergences are occurring between social theory and archive construction. It identifies a ‘‘move’’ toward exposure of the guts of our archives and databases, toward exposing the contingencies, the framing, the reflexivity, and the politics embedded within them. Within this move, the study examines ways in which theories of performance and emergence have begun to influence the way that archives of different kinds are conceived and reflects on the role of Science and Technology Studies scholars in their construction. (shrink)

Ethnicity and im/migrant classification systems and their constituent categories have a long history in the construction of public health knowledge on tuberculosis in the United Kingdom. This article critically examines the categories employed and the epidemiological discourses on TB, im/migrants, and ethnic minorities in health reporting between 1965 and 2015. We employ a Sociology of Knowledge Approach to Discourse Analysis to trace the continuities and changes in the categories used and in the discursive construction of im/migrants, ethnic minorities, and TB. (...) These continuities and disjunctures are analysed within their socio-historical context to demonstrate the historical contingency of epidemiological knowledge production. We outline two historical phases in knowledge construction. The first coincides with the period of decolonisation, which witnessed a change in discursive identity ascriptions from ‘immigrants’ to ‘ethnic groups’ in health reporting as the ‘other’. The second commenced after 1991, when the adoption of the census ethnicity categories as a standard in the collection of population statistics entrenched ethnicity categories in health reporting. We argue the health reporting discourse reveals that the ‘new’ public health exhibits continuities with the ‘old’ by targeting the immigrant ‘other’ through biosecuritisation practices. We contend that these categories originated within a postcolonial paradigm and that increasing immigration and new forms of mobility are creating the preconditions for new discourses on identity construction that have implications for the current collaborative TB strategy. (shrink)

Monsters, argues Haraway, are sites of confusion and hybridity, entities that defy easy categorization and, as a consequence, hold promise, pleasure, and peril. Haraway adds that monsters are also not accidental or innocent: their creation requires sustained work, their existence has effects. Thus, to understand how Frankenstein came to be in Lilliput, the theme of this special edition, it is crucial to examine how monsters are constructed and how they do things in the world.In this article I propose to start, (...) if modestly, that examination. To do so I draw upon ethnographic data generated at two conferences held in 2005 to investigate some of the processes through which the monster of “nano”—this elusive and emergent entity—was brought to life by social scientists and humanities scholars. My initial goal is to explore how nano was defined, framed, and analyzed at these meetings—on the ethics and history of nano, respectively—and how these different ways of constituting and enacting nano have shaped subsequent understandings of, and interactions with, nano. The article next examines the stances and stakes of those who, through their involvement, became nano practitioners, and the ways in which nano was disciplined through their practices. (shrink)

Understanding contemporary environments in the laboratory and elsewhere requires grappling conceptually with multiple, coexisting, nonconforming infrastructures which actors engage at the same time. In this article, I develop the analytical vocabulary of “seams” for studying heterogeneous, multi-infrastructural environments. Drawing upon six years of ethnographic fieldwork with two distributed science teams, as well as studies in Ubiquitous Computing, I examine overlaps among infrastructures and how actors work creatively with and across their seams. Rather than suggesting that actors are hemmed in or (...) incapacitated by multiple infrastructural commitments, inclusions, and exclusions, I show instead how they work artfully to align them in ways concordant with membership and how this produces both consequences for their work and opportunities for analysis. (shrink)

Within veterinary medical education, tracking systems exist that differentiate between “large” and “small” animal medicine. In a tracking system, students can focus primarily on their choice of animal medicine once they have completed the core curriculum. This article argues that these socially created categories are ever shifting; therefore, some species do not always “fit.” This generates new discourses surrounding emerging “border tracks”; these “tracks” focus on species whose social definitions change so that their placement in the tracking system of veterinary (...) medical education is a site of contestation. Thus, animal medicine operates not solely on the basis of biology, but on the basis of social meaning as well. This analysis will use the equine concentration to demonstrate the ambiguity of borders, as well as their potential to serve as communicative sites for social change. (shrink)

The paper discusses two answers to the question, How to address the harmful effects of technology? The first response proposes a complete separation of science from culture, religion, and ethics. The second response finds harm in the logic and method of science itself. The paper deploys a feminist technoscience approach to overcome these accounts of neutral or deterministic technological agency. In this technoscience perspective, agency is not an attribute of autonomous human users alone but enacted and performed in socio-material configurations (...) of people and technology and their ‘intra-actions’. This understanding of agency is proposed as an alternative that opens up for the reconfiguration of design and use for more ethical effects, such as the cultivation of cognitive justice, the equal treatment and representation of different ways of knowing the world. The implication of this approach is that design becomes an adaptive and ongoing intra-active process in which more desirable configurations of people and technology become possible. (shrink)

The contribution of Big Data to social science is not limited to data availability but includes the introduction of analytical approaches that have been developed in computer science, and in particular in machine learning. This brings about a new ‘culture’ of statistical modelling that bears considerable potential for the social scientist. This argument is illustrated with a brief discussion of model-based recursive partitioning which can bridge the theory and data-driven approach. Such a method is an example of how this new (...) approach can help revise models that work for the full dataset: it can be used for evaluating different models, a traditional weakness of the ‘traditional’ statistical approach used in social science. (shrink)

In vocational rehabilitation, empowerment is understood as the notion that people should make an active, autonomous choice to find their way back to the labour process. Following this line of reasoning, the concept of empowerment implicitly points to a specific kind of activation strategy, namely labour participation. This activation approach has received criticism for being paternalistic, disciplining and having a one-sided orientation on labour participation. Although we share this theoretical criticism, we want to go beyond it by paying attention to (...) the practical consequences of understanding empowerment as an activation strategy. Inspired by the field of Science and Technology Studies, we will explore the meaning of empowerment and activation in concrete practices of vocational rehabilitation in the Netherlands. Our analysis is based on the narratives of people with a work disability about their lives and the vocational rehabilitation programmes they participated in. We present five illustrative cases that how empowerment is ‘done’ in the practice of vocational rehabilitation and its unintended effects. Our analysis demonstrates that activation strategies seem to be caught in a paradox: instead of including people in society, they have excluding consequences. Vocational rehabilitation professionals can go beyond this paradox by learning from the ways in which empowerment is ‘done’ by clients in vocational rehabilitation programmes. (shrink)

This paper aims to build an integrated account of the history of twentieth-century laboratories. The historical literature is fragmented, which has led to the impression that one type of laboratory has dominated, or has become more important than other types. The university laboratory has also unjustly shaped the conceptualization of other types of laboratory. This paper approaches laboratories as sites of organized knowledge production, and as entities engaged in different activities for different audiences at any point in time. Eight types (...) of laboratory are identified, and their developments in the twentieth century are sketched. The two world wars of that century and models of innovation, building links between knowledge production in the laboratory and the impact of this knowledge outside the laboratory, are important catalysts of this history. The paper underlines that different types of laboratory have existed side by side, and continue to exist side by side. (shrink)

The paper discusses two answers to the question, How to address the harmful effects of technology? The first response proposes a complete separation of science from culture, religion, and ethics. The second response finds harm in the logic and method of science itself. The paper deploys a feminist technoscience approach to overcome these accounts of neutral or deterministic technological agency. In this technoscience perspective, agency is not an attribute of autonomous human users alone but enacted and performed in socio-material configurations (...) of people and technology and their ‘intra-actions’. This understanding of agency is proposed as an alternative that opens up for the reconfiguration of design and use for more ethical effects, such as the cultivation of cognitive justice, the equal treatment and representation of different ways of knowing the world. The implication of this approach is that design becomes an adaptive and ongoing intra-active process in which more desirable configurations of people and technology become possible. (shrink)

In recent decades, anthropogenic soils have become so ubiquitous that for some authors they should be taken as the “golden spike” signaling the start of the Anthropocene. Despite their prominence, leading soil taxonomies have resisted calls to recognize them as a proper kind of soil. Such omission has importantly limited the ways in which soil practitioners can account and deal with the sociopolitical aspects embedded in soil formation. Approaching the issue from a sociomaterial perspective, this paper studies the effects of (...) such omission on the work of soil scientists working in northern Chile. By contrasting their usage of the USDA/NRCS soil typology with the realities found in the field, the work of strategic unknowing that such typologies achieve becomes evident. To challenge such situation, the paper concludes exploring the notion of emergent taxonomies, classifications that are sensitive to local configurations of materials, living beings and power out which soils emerge. (shrink)

Algorithmic vision, the computational process of making meaning from digital images or visual information, has changed the relationship between the image and the human subject. In this paper, I explicate on the role of algorithmic vision as a technique of algorithmic governance, the organization of a population by algorithmic means. With its roots in the United States post-war cybernetic sciences, the ontological status of the computational image undergoes a shift, giving way to the hegemonic use of automated facial recognition technologies (...) towards predatory policing and profiling practices. By way of example, I argue that algorithmic vision reconfigures the philosophical links between vision, image, and truth, paradigmatically changing the way a human subject is represented through imagistic data. With algorithmic vision, the relationship between subject and representation challenges the humanistic discourse around images, calling for a critical displacement of the human subject from the center of an analysis of how computational images make meaning. I will explore the relationship between the operative image, the image that acts but is not seen by human eyes, and what Louise Amoore calls an “emergent subject,” a subject that is made visible through algorithmic techniques. Algorithmic vision reveals subjects to power in a mode that requires a new approach towards analyzing the entanglement and invisiblization of the human in automated decision-making systems. (shrink)

This article critically engages with the influential theory of ‘‘molecularized biopower’’ and ‘‘politics of life’’ developed by Paul Rabinow and Nikolas Rose. Molecularization is assumed to signal the end of population-centred biopolitics and the disciplining of subjects as described by Foucault, and the rise of new forms of biosociality and biological citizenship. Drawing on empirical work in Science and Technology Studies, we argue that this account is limited by a focus on novelty and assumptions about the transformative power of the (...) genetic life sciences. We suggest that biopower consists of a more complex cluster of relationships between the molecular and the population. The biological existence of different human beings is politicized through different complementary and competing discourses around medical therapies, choices at the beginning and end of life, public health, environment, migration and border controls, implying a multiple rather than a singular politics of life. (shrink)

Given the profound influence of social media and emerging evidence of its effects on human behavior and health, bioethicists have an important role to play in the development of professional standards of conduct for health professionals using social media and in the design of online systems themselves. In short, social media is a bioethics issue that has serious implications for medical practice, research, and public health. Here, we inventory several ethical issues across four areas at the intersection of social media (...) and health: the impact of social networking sites on the doctor‐patient relationship, the development of e‐health platforms to deliver care, the use of online data and algorithms to inform health research, and the broader public health consequences of widespread social media use. In doing so, we review discussions of these topics and emphasize the need for bioethics to focus more deeply on the ways online technology platforms are designed and implemented. We argue that bioethicists should turn their attention to the ways in which consumer engagement, bias, and profit maximization shape online content and, consequently, human behavior and health. We also offer a set of recommendations and suggest future directions for addressing ethical challenges in these domains. (shrink)

The increasing availability of digital data reflecting economic and human development, and in particular the availability of data emitted as a by-product of people’s use of technological devices and services, has both political and practical implications for the way people are seen and treated by the state and by the private sector. Yet the data revolution is so far primarily a technical one: the power of data to sort, categorise and intervene has not yet been explicitly connected to a social (...) justice agenda by the agencies and authorities involved. Meanwhile, although data-driven discrimination is advancing at a similar pace to data processing technologies, awareness and mechanisms for combating it are not. This paper posits that just as an idea of justice is needed in order to establish the rule of law, an idea of data justice – fairness in the way people are made visible, represented and treated as a result of their production of digital data – is necessary to determine ethical paths through a datafying world. Bringing together the emerging scholarly perspectives on this topic, I propose three pillars as the basis of a notion of international data justice: visibility, engagement with technology and antidiscrimination. These pillars integrate positive with negative rights and freedoms, and by doing so challenge both the basis of current data protection regulations and the growing assumption that being visible through the data we emit is part of the contemporary social contract. (shrink)

Based on ethnographic fieldwork and interviews, this article delineates a process through which members of an Orthodox Jewish neighborhood in Los Angeles unintentionally delegate boundary work and membership-identification to anonymous others in everyday life. Living in the midst of a non-Jewish world, orthodox men are often approached by others, both Jews and non-Jews, who categorize them as “religious Jews” based on external marks such as the yarmulke and attire. These interactions, varying from mundane interactions to anti-Semitic incidents, are then tacitly (...) anticipated by members even when they are not attending to their “Jewishness”—when being a “Jew” is interactionally invisible. Through this case, I argue that, in addition to conceptualizing boundaries and identifications as either emerging in performance or institutionally given and stable, the study of boundaries should also chart the sites in which members anticipate categorization and the way these anticipations play out in everyday life. (shrink)

In considering two extended examples of educational reform efforts, this discussion traces relations that become visible through analytic approaches associated with actor-network theory (ANT). The strategy here is to present multiple readings of the two examples. The first reading adopts an ANT approach to follow ways that all actors—human and non-human entities, including the entity that is taken to be ‘educational reform’—are performed into being through the play of linkages among heterogeneous elements. Then, further readings focus not only on the (...) material practices that become enacted and distributed, but also on the otherings that occur: the various fluid spaces and ambivalent belongings that create actor-network(s) but also escape them. For educational research, particularly in educational reform and policy, it is argued that ANT analyses are particularly useful to examine the complex enactments in these dynamics. That is, ANT can illuminate movements of ordering and disordering that occur through minute socio-material connections in educational interventions. ANT readings also can discern, within these attempts to order people and practices, the spaces of flux and instability that enable and protect alternate possibilities. (shrink)

Ample scholarship demonstrates that data-intensive technologies have the capacity to cause serious harm and that their developers are obliged to address ethics in their work. This ethnographic paper tells the story of data scientists attempting to instantiate a carefully considered ethical vision into a data infrastructure while balancing competing priorities, negotiating divergent interests, and wrestling with contrasting values. I use their story to develop the concept of “ethical abduction,” which I characterize as an exemplary process by which actors can intentionally (...) and systematically address ethical issues that arise during their day-to-day actions by making decisions with consideration for a foundational ethical worldview. It entails tacking back and forth between divergent but complementary ways of thinking: between establishing ideals and making decisions given practical constraints; between understanding historical context and anticipating future consequences; between acknowledging structural dependencies and accepting responsibility for moral agency. (shrink)

Using the case of food safety governance reform in Japan between 2001 and 2003, this paper examines the relationship between science and trust. The paper explains how the discovery of the first BSE positive cow and consequent food safety scandals in 2001 politicized the role of science in protecting the safety of the food supply. The analysis of the Parliamentary debate focuses on the contestation among legislators and other participants over three dimensions of risk science, including “knowledge,” “objects,” and “beneficiaries.” (...) The metaphor of “seven samurai” and the relationally situated roles of “samurai,” “bandits,” and “beneficiaries” are used to show that in the process of policy making certain moral and ethical expectations on a new expert institution for food safety were contested and negotiated to frame responsibilities and commitments of social actors for creating the food system based on trust. (shrink)

The article traces the genealogy of the Minimum Information About Biobank Data Sharing model, created in the European Biobanking and Biomolecular Resources Research Infrastructure to facilitate collaboration among biobanks and to foster the exchange of biological samples and data. This information model is aimed at the identification of biobanks; unification of databases; and objectification of the information, samples, and related studies – to create a completely new ‘bio-object infrastructure’ within the EU. The paper discusses key challenges in creating a ‘universal’ (...) information model of such a kind, the most important technical translations of European research policy needed for a standardised model for biobank information, and how this model creates new bio-objects. The author claims that this amounts to redefinition of biobanks and technical governance over virtually bio-objectified European populations. It is argued here that old governance models based on the nation-state need radical reconsideration so that we are prepared for a new and changing situation wherein bodies of information that lack organs flow from one database to another with a click of a mouse. (shrink)

A significant portion of the scholarship in analytic philosophy of psychiatry has been devoted to the problem of what kind of kind psychiatric disorders are. Efforts have included descriptive projects, which aim to identify what psychiatrists in fact refer to when they diagnose, and prescriptive ones, which argue over that to which diagnostic categories should refer. In other words, philosophers have occupied themselves with what I call “diagnostic kinds”. However, the pride of place traditionally given to diagnostic kinds in psychiatric (...) research has recently come under attack, most notably by a recent initiative of the National Institute of Mental Health, the Research Domain Criteria Project, that seeks to exclude diagnostic categories from experimental designs and focus on other sorts of psychiatric kinds. I argue that philosophical accounts privileging diagnostic kinds must respond to this new line of criticism, and conclude that philosophers need to either counter psychiatrists’ growing suspicion about the hegemony of diagnostic categories in the clinic and the laboratory, or join in redirecting their efforts toward the development of robust accounts of other sorts of psychiatric objects and processes. (shrink)

The failure of psychiatry to validate its diagnostic constructs is often attributed to the prioritizing of reliability over validity in the structure and content of the Diagnostic and Statistical Manual of Mental Disorders. Here I argue that in fact what has retarded biomedical approaches to psychopathology is unwarranted optimism about diagnostic discrimination: the assumption that our diagnostic tests group patients together in ways that allow for relevant facts about mental disorder to be discovered. I consider the Research Domain Criteria framework (...) as a new paradigm for classifying objects of psychiatric research that solves some of the challenges brought on by this assumption. (shrink)

By now, the laboratory tradition, crafting transportable knowledge that allows for comparison, has been amply studied. However, other knowledge traditions, notably that of the clinic, deserve further articulation. The authors contribute to this by unraveling some specificities of rehabilitation practice. How do laboratory and clinical traditions in rehabilitation relate to independence? The first seeks to quantify people's independence; the latter attends to qualitatively different ways of being independent. While measuring independence is a matter of aggregating scores on a priori established (...) dimensions, clinical rehabilitation concerns coordinating different ways of being independent. While independence scales map a linear development in time, rehabilitation participants juggle with time, including uncertain futures in their present. In clinical practice, then, independence is neither a single, coherent, fact nor a clear-cut, stable goal. Instead, professionals as well as patients work by creatively doctoring with the large variety of elements that are relevant to daily life with long-term disabilities. (shrink)

In this special issue we explore practices of scientific inquiry into human populations in Latin America in order to generate new insights into the complex historical and sociopolitical dynamics that have made certain human groups integral to the production of scientific knowledge in and about the region. In important contributions, other scholars have shown that the science of human difference is racist and all too often has been a mediator of development ideologies. To further unpack these arguments we focus attention (...) on the complex interaction between scientists and the populations they study. We explore cases from across the fields of evolutionary biology, demography, epidemiology... (shrink)

Electricity systems in many parts of Europe and the United States are currently undergoing transformations that have potentially profound implications for managerial practice and the politics of user identities within these systems. After more than a century of “universal service” that provided technical goods and services to all users on essentially equal terms, utility managers are now constructing and exploiting heterogeneity and difference among users. This article explores local managerial practices within Swedish electricity in the mid-1990s, where managers promoted “brand-name” (...) electricity as a strategy for configuring identities for users, their utilities, and electricity itself. These dynamics are analyzed using theoretical perspectives from two bodies of science and technology studies on configuring users’ identities. The article then analyzes the emergent practices and their theoretical and political implications for understanding of how and why artifacts, users, and organizational entities are coconstituted in ongoing technoscientific practice in infrastructural systems. (shrink)