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)

Over the past decade, genetically modified organisms have come to be viewed as problematic in Japan, as evidenced by a large number of newspaper articles covering questions ranging from the unknown ecological impact of GMOs to uncertainty about food safety, and by the fact that a number of consumers’ groups have organized activities including demonstrations at the experiment stations and the submission of petitions to the government. Against this backdrop, this article attempts to understand the changing interpretation of the perceived (...) rational social order in the context of the Japanese GMO controversies. Drawing on the French Theory of Conventions, the article will shed light on the conventions that serve as templates enabling actors to interpret what it means to introduce GMOs and what constitutes a rational decision concerning GMOs. The article will argue that rationality is best viewed as an emergent and interpretive process involving interpretation and negotiation by and among actors, and that conventions which may be taken for granted are nevertheless unstable and mutable. (shrink)

Jennifer Blumenthal-Barby (2024) argues that “[i]t is time for bioethics to end talk about personhood” (11). The author calls on the field to ask different kinds of normative questions about the mo...

The aim of this work is to provide a way to investigate design practices that allows a focus on the movements and the transformations that lie behind designed products, which usually lose contact with their own original conditions of design and production. Through a detailed analysis of the design of a new artifact and in contrast with reductionist accounts of design practices, the notion of thing is introduced in a twofold meaning: a gathering of different elements and a problematic issue (...) in process of definition. In investigating the relationship between these two folds lying behind the making of a new artifact, two underlying logics and tendencies are individualized and discussed in detail. These are objectifying and thinging tendencies. A discussion of how the proposed framework contribute to design studies and practices is offered in the conclusion. (shrink)

Genomics is increasingly considered a global enterprise – the fact that biological information can flow rapidly around the planet is taken to be important to what genomics is and what it can achieve. However, the large-scale international circulation of nucleotide sequence information did not begin with the Human Genome Project. Efforts to formalize and institutionalize the circulation of sequence information emerged concurrently with the development of centralized facilities for collecting that information. That is, the very first databases build for collecting (...) and sharing DNA sequence information were, from their outset, international collaborative enterprises. This paper describes the origins of the International Nucleotide Sequence Database Collaboration between GenBank in the United States, the European Molecular Biology Laboratory Databank, and the DNA Database of Japan. The technical and social groundwork for the international exchange of nucleotide sequences created the conditions of possibility for imagining nucleotide sequences as a “global” objects. The “transnationalism” of nucleotide sequence was critical to their ontology – what DNA sequences came to be during the Human Genome Project was deeply influenced by international exchange. (shrink)

The idea that ambiguity can be productive in data science remains controversial. Efforts to make scientific publications and data intelligible to computers generally assume that accommodating multiple meanings for words, known as polysemy, undermines reasoning and communication. This assumption has nonetheless been contested by historians, philosophers, and social scientists, who have applied qualitative research methods to demonstrate the generative and strategic value of polysemy. Recent quantitative results from linguistics have also shown how polysemy can actually improve the efficiency of human (...) communication. I present a new conceptual typology based on a synthesis of prior research about the aims, norms, and circumstances under which polysemy arises and is evaluated. The typology supports a contextual pluralist view of polysemy’s value for scientific research practices: polysemy does both substantial positive and negative work in science, but its utility is context-sensitive in ways that are often overlooked by the norms people have formulated to regulate its use, including prior scholars researching polysemy. I also propose that historical patterns in the use of partial synonyms, i.e. terms with overlapping meanings, provide an especially promising phenomenon for integrative research addressing these issues. (shrink)

Concerns about a “crisis of expertise” have been raised recently in both scholarship and public debate. This article asks why there is such a widespread perception that expertise is in crisis, and why this “crisis” has posed such a difficult puzzle for sociology to explain. It argues that what has been interpreted as a crisis is better understood as a transformation: the dissolution of a regime of expertise organized around practices of social integration, and its displacement by a new regime (...) organized around practices of expulsion. This article introduces a new framework that envisages expertise as an historically constituted phenomenon, which is the outcome of relational networks (which I call alliances). It argues that this approach, in which expertise(s) are understood as the historically contingent outcome of alliances between knowledge producers, problems, and modes of intervention, can better account for recent shifts. It does this by enabling us to reinterpret what has been described as a general crisis of expertise as, instead, the observed effects of the dissolution of specific alliances of knowledge and practice. This article demonstrates the power of this relational approach through two case studies: the dissolution of the expert alliances organized around the rehabilitative approach to crime and the counterinsurgency approach to irregular political violence. In each these cases, it finds that, as alliances of social expertise, characterized by policies and interventions that attempted to discipline problem actors and integrate them into society, unraveled, they were displaced by new alliances that sought to manage problems through practices of exclusion. The paper concludes with a theory of why the field of sociology has had such difficulty explaining the crisis of expertise. (shrink)

Residual categories are those which cannot be formally represented within a given classification system. We examine the forms that residuality takes within our information systems today, and explore some silences which form around those inhabiting particular residual categories. We argue that there is significant ethical and political work to be done in exploring residuality.

ArgumentThe Scandinavian countries share a solid reputation as longstanding contributors to top level Arctic research. This received view, however, veils some deep-seated contrasts in the ways that Sweden, Norway, and Denmark have conducted research in the Arctic and the North Atlantic. In this paper it is argued that instead of focusing on the geographical determinism of science – the fact that the Arctic is close to, indeed part of, Scandinavian territories – we should look more closely at the geopolitics of (...) science to understand the differences and similarities between these three Nordic countries. Through case studies of, mainly, Swedish Arctic and North Atlantic glaciology in the 1920s through to the 1940s, and of Norwegian preparations in the 1950s for the International Geophysical Year 1957/58, the paper demonstrates how different styles of research – research agendas, methodological choices, collaborative patterns, international networks, availability of infrastructure, relations to politics and power – are conditioned on economic interests and strategic and geopolitical trajectories, either these are explicitly put in the forefront of scientific priorities as in the case of Norway in the 1950s, or when they are manifestly disregarded in the name of scientific internationalism, as in the case of Swedish glaciology. The case of Danish colonial science in Greenland is only cursorily drawn into this analysis but corroborates the overall thesis. The analysis of this wider science politics of Scandinavian circumpolar science is exercised against a brief introductory backdrop of Arctic science historiography. Its chief message is that the analysis of polar science applying modern theory and method of the social studies of science is comparatively recent and that the full potential of merging the literature of Arctic science and exploration with those of security, geopolitics, indigenous voices, and the politics of nationalism is yet to be realized. (shrink)

Der folgende Beitrag setzt sich mit den Begriffen „Normalität“ und „psychische Erkrankung“ auseinander. Es zeigt sich, dass beide zu einem erheblichen Maße unterbestimmt sind und beiden nicht nur ein deskriptiver, sondern ein nicht unerheblicher normativer Gehalt innewohnt, der sich der Reflexion nicht selten entzieht. Problematisch ist die mitunter synonyme Verwendung von „Normalität“ und „psychische Gesundheit“ bzw. „Anormalität“ und „psychische Krankheit“, da damit nicht nur inhaltlich unterschiedlich gelagerte Begrifflichkeiten, sondern auch diskrepante Begriffslogiken vermischt werden. Während in Bezug auf ausgeprägte psychische Störungen (...) diese Tatsache weniger von Belang zu sein scheint, da hier die Zuschreibung einer psychischen Erkrankung allgemein zustimmungsfähig ist, wird die Begriffsvermischung im Graubereich zwischen psychischer Krankheit und Gesundheit deutlich relevanter. Hier scheint man sich unausgesprochen an Kriterien der Normalität zu orientieren, womit ein ausgeprägt normatives Moment zum Tragen kommt. Dieser normative Sog hin zur statistischen Mitte kann auch als eine Form von Optimierung verstanden werden, die psychisches Leiden möglichst reduzieren möchte. Auch wenn dies auf den ersten Blick wünschenswert sein könnte, übersieht man dabei doch die nicht immer nur negativ zu interpretierende Bedeutung, die psychisches Leid für menschliches Leben haben kann. (shrink)

What are the challenges of turning data subjects into research participants—and how can we approach this task responsibly? In this paper, we develop a methodology for studying the lived experiences of people who are subject to automated scoring systems. Unlike most media technologies, automated scoring systems are designed to track and rate specific qualities of people without their active participation. Credit scoring, risk assessments, and predictive policing all operate obliquely in the background long before they come to matter. In doing (...) so, they constitute a problem not only for those subject to these systems but also for researchers who try to study their experience. Specifically, we identify three challenges that are distinct to studying experiences of automated scoring: limited awareness, embeddedness, and ongoing inquiry. Starting from the observation that coming to terms with one's position as a data subject constitutes a form of learning in its own right, we propose a research strategy called critical companionship. Originally articulated in the context of nursing research, critical companionship invites us to accompany a data subject over time, paying critical attention to how the participant's and the researcher's inquiries complicate and constitute each other. We illustrate the strengths and limitations of this methodology with materials from a recent study we conducted about people's credit repair practices and sketch a set of sensibilities for studying contemporary scoring systems from the margins. (shrink)

In this paper I use philosophical accounts on the relationship between trust and knowledge in science to apprehend this relationship on the Web. I argue that trust and knowledge are fundamentally entangled in our epistemic practices. Yet despite this fundamental entanglement, we do not trust blindly. Instead we make use of knowledge to rationally place or withdraw trust. We use knowledge about the sources of epistemic content as well as general background knowledge to assess epistemic claims. Hence, although we may (...) have a default to trust, we remain and should remain epistemically vigilant; we look out and need to look out for signs of insincerity and dishonesty in our attempts to know. A fundamental requirement for such vigilance is transparency: in order to critically assess epistemic agents, content and processes, we need to be able to access and address them. On the Web, this request for transparency becomes particularly pressing if (a) trust is placed in unknown human epistemic agents and (b) if it is placed in non-human agents, such as algorithms. I give examples of the entanglement between knowledge and trust on the Web and draw conclusions about the forms of transparency needed in such systems to support epistemically vigilant behaviour, which empowers users to become responsible and accountable knowers. (shrink)

In this paper, I examine activist group ACT UP's campaign to change the US Centers for Disease Control surveillance case definition of HIV and AIDS. This campaign's effects included a profound shift in how AIDS is understood, and thus in some real way in what it is. I argue that classification should be understood as a political formation with material effects, attending to the words of activists, most of them women, who contested the way AIDS was defined in a moment (...) when no one else thought that definition needed to be changed. I argue that philosopher Sue Campbell's work on the importance of understanding memory and feeling as relational helps understand the histories of death and loss, resistance and fierce joy, crystallized in activist responses to HIV and AIDS. (shrink)

In this article, the formation and transformation of knowledge and the role of designs for learning will be elaborated and discussed in relation to the introduction of national curricula and school textbooks during the beginning of the industrialized era vs. the introduction of individual curricula and new digital learning resources in the post-industrialized era of globalization and multiculturalism. Quite different teaching and learning strategies have been emphasized, which I will call here “designed information and teaching” vs. “designs for learning”. It (...) seems obvious that our current society is in a stage of change that requires a new understanding of knowledge, learning and identity formation. The new position and role of the learner underlines the productive and constructive aspect of learning. Pupils not only read texts, they also produce texts, pictures, film and music and they compile and edit virtual texts. Multimodal texts, as well as the information flow of the Internet, are the consequences of, and at the same time a vehicle for, new social patterns. “Learning Design Sequences” is introduced as a theoretical map for the purpose of analyzing critical incidents in learning process, using different genres, modes and media in a process of meaning-making. (shrink)

This article inquires whether and to which degree some fundamental traits of the World Wide Web may encourage us to revise traditional conceptions of what constitutes scientific information and knowledge. Turning to arguments for `open access' in scientific publishing and its derivatives (open content, open archives, etc.), contemporary tendencies in `social software' and knowledge sharing, the authors project a new look on knowledge, dissociated with linear notions of cumulation, progression, and hierarchy (e.g. of scientific argument), but related to circularity, heterarchy, (...) and evolution. Arguing from a medium theoretical perspective, they illustrate their ideas with developments in library science, current debates in epistemology and theories about information architecture, with a particular focus on `unsystematic' folksonomies. (shrink)

Identification technologies like biometrics have long been associated with securitisation, coercion and surveillance but have also, in recent years, become constitutive of a politics of empowerment, particularly in contexts of international aid. Aid organisations tend to see digital identification technologies as tools of recognition and inclusion rather than oppressive forms of monitoring, tracking and top-down control. In addition, practices that many critical scholars describe as aiding surveillance are often experienced differently by humanitarian subjects. This commentary examines the fraught questions this (...) raises for scholars of international aid, surveillance studies and critical data studies. We put forward a research agenda that tackles head-on how critical theories of data and society can better account for the ambivalent dynamics of ‘power over’ and ‘power to’ that digital aid interventions instantiate. (shrink)

This article employs a thumbs and thumbnails analysis to analyze the 85 most viewed Asian online porn thumbnails, videos, and their audiences’ comments to argue that cyberspace functions as a space of “affective simulation,” rather than simply as a space of representation. For these online viewers, the performativity of pain by Asian women porn stars functions as an entry point to access and externalize their affective excess.

Recently, scholars and activists have turned their attention toward improving the measurement of sex and gender in survey research. The focus of this effort has been on including answer options beyond “male” and “female” to questions about the respondent’s gender. This is an important step toward both reflecting the diversity of gendered lives and better aligning survey measurement practice with contemporary gender theory. However, our systematic examination of questionnaires, manuals, and other technical materials from four of the largest and longest-running (...) surveys in the United States indicates that there are a number of other issues with how gender is conceptualized and measured in social surveys that also deserve attention, including essentialist practices that treat sex and gender as synonymous, easily determined by others, obvious, and unchanging over the life course. We find that these understandings extend well beyond direct questions about the respondent’s gender, permeating the surveys. A hyper-gendered world of “males” and “females,” “brothers” and “sisters,” and “husbands” and “wives” shapes what we can see in survey data. If not altered, surveys will continue to reproduce statistical representations that erase important dimensions of variation and likely limit understanding of the processes that perpetuate social inequality. (shrink)

The US National Institute of Health’s Human Microbiome Project aims to use genomic techniques to understand the microbial communities that live on the human body. The emergent field of microbiome science brought together diverse disciplinary perspectives and technologies, thus facilitating the negotiation of differing values. Here, we describe how values are conceptualized and negotiated within microbiome research. Analyzing discussions from a series of interdisciplinary workshops conducted with microbiome researchers, we argue that negotiations of epistemic, social, and institutional values were inextricable (...) from the reflective and strategic category work that defined and organized the microbiome as an object of study and a potential future site of biomedical intervention. Negotiating the divergence or tension between emerging scientific and regulatory classifications also activated “values levers” and opened up reflective discussions of how classifications embody values and how these values might differ across domains. These data suggest that scholars at the intersections of science and technology studies, ethics, and policy could leverage such openings to identify and intervene in the ways that ethical/regulatory and scientific/technical practices are coproduced within unfolding research. (shrink)

The Trump Administration's governance of COVID-19 racial health disparities data has become a key front in the viral war against the pandemic and racial health injustice. In this paper, I analyze how the COVID-19 pandemic joins an already ongoing racial spectacle and system of structural gaslighting organized around “racial health disparities” in the United States and globally. The field of racial health disparities has yet to question the domain assumptions that uphold its field of investigation; as a result, the entire (...) reform program called for by racial health disparities science is already featured on the menu of the white supremacist power structure. The societal infrastructure that produces scientific knowledge about patterns of health and disease in the human population needs to confront its structural position as part of the racial spectacle organized around racial health disparities in the United States. This paper offers an interpretation of racial antimatter to explain why the data will not save us in the COVID-19 pandemic, drawing on articulations of racial spectacle and structural gaslighting within critical race theory and Afropessimist thought. By positioning events in the COVID-19 pandemic together within the same racially speculative frame, I show how the collection of racial health disparities data came up against white supremacists’ political ambitions in a time-space where the demand for human life to matter and the iterative regeneration of racial antimatter collided. This paper highlights the need for ongoing analysis of the unfolding and future spectacles organized around racial health disparities. (shrink)

The political integration of the European Union is fragile for many reasons, not least the reassertion of nationalism. That said, if we examine specific practices and infrastructures, a more complicated story emerges. We juxtapose the political fragility of the EU in relation to the ongoing formation of data infrastructures in official statistics that take part in postnational enactments of Europe’s populations and territories. We develop this argument by analyzing transformations in how European populations are enacted through new technological infrastructures that (...) seek to integrate national census data in “cubes” of cross-tabulated social topics and spatial “grids” of maps. In doing so, these infrastructures give meaning to what “is” Europe in ways that are both old and new. Through standardization and harmonization of social and geographical spaces, “old” geometries of organizing and mapping populations are deployed along with “new” topological arrangements that mix and fold categories of population. Furthermore, we consider how grids and cubes are generative of methodological topologies by closing the distances or differences between methods and making their data equivalent. By paying attention to these practices and infrastructures, we examine how they enable reconfiguring what is known and imagined as Europe and how it is governed. (shrink)

Green design tools are emerging as a new response to the dilemmas that architects and designers face in preventing the toxic impacts of building construction. Environmental health advocates, scientists, and consulting firms are stepping in to provide designers with new tools—including science-based assessment methods, standards, databases, and software—intended to help structure and inform decision-making in sustainable design. We argue that green design tools play an important but largely uninvestigated role in giving designers new forms of influence while mediating how designers’ (...) values are translated into actual design choices. Tool makers embed their own values and politics into the construction of the tools, which function as “black boxes”—their internal operations are understood as less important than their outputs for informing sustainable design. Using the green building movement as a case study, we consider three tools for selecting environmentally benign materials: the GreenScreen for Safer Chemicals, Pharos, and the Health Product Declaration. Examining controversies about the scientific validity of green design tools, we suggest that they are rooted in value conflicts and tensions in the politics of chemical knowledge. Transparent engagement with values and politics among tool developers and users could strengthen the legitimacy and credibility of green design tools. (shrink)

To explore the limits of quantification as a form of rationalization, we examine a rare case of dequantification: race-based affirmative action in undergraduate admissions at the University of Michigan. Michigan adopted a policy of holistically reviewing undergraduate applications in 2003, after the US Supreme Court ruled unconstitutional its points-based admissions policy. Using archival and ethnographic data, we trace the adoption, evolution, and undoing of Michigan’s quantified system of admissions decision-making between 1964 and 2004. In a context in which opponents of (...) the system had legal avenues to engage a powerful outside authority, we argue that three internal features of the University’s quantified admissions policy contributed to its demise: its transparency, the instability of the categories it quantified, and the existence of qualitative alternatives. Our analysis challenges the presumed durability and inevitability of quantification by identifying its vulnerabilities and suggests that quantification should be understood as a matter of degree rather than a simple binary. (shrink)

Enacting an AI system typically requires three iterative phases where AI engineers are in command: selection and preparation of the data, selection and configuration of algorithmic tools, and fine-tuning of the different parameters on the basis of intermediate results. Our main hypothesis is that these phases involve practices with ethical questions. This paper maps these ethical questions and proposes a way to address them in light of a neo-republican understanding of freedom, defined as absence of domination. We thereby identify different (...) types of responsibility held by AI engineers and link them to concrete suggestions on how to improve professional practices. This paper contributes to the literature on AI and ethics by focusing on the work necessary to configure AI systems, thereby offering an input to better practices and an input for societal debates. (shrink)

As technologies of ocean exploitation emerged during the late 1960s, science policy and diplomacy were formed in response to anticipated capabilities that did not match the realities of extracting deep-sea minerals and of resource exploitation in the deep ocean at the time. Promoters of ocean exploitation in the late 1960s envisaged wonders such as rare mineral extraction and the stationing of divers in underwater habitats from which they would operate seabed machinery not connected to the turbulent surface waters. Their promises (...) coincided with others' fears that nuclear weaponry would be placed on the seabed. Those who lacked the technological capability to extract minerals from the seabed also had concerns that other nations would exploit their resources. Scientific imaginaries caused uncertainty in the international community—especially in the “Global South.” The UN called the “Law of the Sea” conferences to mediate emerging geopolitical tensions caused by these imaginaries of exploitation of ocean resources. These conferences became a site where lawmakers projected futures rather than merely responding to past or present dilemmas. Diplomats' negotiations, with their basis in anticipation of the future uses of science and technology, reveal the role of scientific imaginaries within complex negotiations. Here, we see the impact of the distinction (or blurring) of the real and the imagined on the balance of relations between Global North and South increasing global imbalances of resources and power. This article's analysis of such scientific diplomacy provides a valuable example of the power of scientific imaginaries to have a global impact. (shrink)

This article looks at how parts of a social stock of knowledge can become insulated from each other via their uneven distribution both "horizontally" across time and space, and "vertically" with respect to degrees of embodiment in unconscious habits and routines. It uses ideas from Alfred Schutz, Peter Berger, Thomas Luckmann, Michael Polanyi, and others to argue that this insulation can produce a highly dynamic structuring of knowledge, awareness of which has the potential to help explain the existence of ignorance, (...) misperception, and multiple interpretations in different social settings. This potential is illustrated with examples taken from a study of American economists, showing how an approach considering insulation can improve understanding of at least one currently influential branch of knowledge. The article also suggests briefly how such an approach might augment recent theories of habitual action by accounting for both stability and change, and even help with some longstanding epistemological problems in social theory. (shrink)

The amount of personal data now collected through contemporary marketing practices is indicative of the shifting landscape of contemporary capitalism. Loyalty programs can be seen as one exemplar of this, using the ‘add-ons’ of ‘points’ and ‘miles’ to entice consumers into divulging a range of personal information. These consumers are subject to surveillance practices that have digitally identified them as significant in the eyes of a corporation, yet they are also part of a feedback loop subject to ongoing analysis. This (...) paper focuses on this analysis as the ‘cultural circuit’ of loyalty programs—the ongoing process of meaning-making in this form of contemporary marketing—as exemplary of what Nigel Thrift calls “soft capitalism”( 1997, 2005 ). Loyalty programs engage consumers in an ongoing ‘relationship’ with a corporation, yet it is one predicated on the collection and analysis of personal data in order to identify, maintain and increase profits from these consumer ‘relationships.’ This paper looks at ways of knowing, application and revision in the cultural circuit of loyalty program marketing as a form of reflexive marketing and raises concerns about consumer subjectivity in the context consumer culture that mediates much of contemporary experience. These technologies and practices continually adapt and adjust to strategically act toward consumers as a form of consumer surveillance based on an increasingly intensive and nuanced knowledge of their behaviours. (shrink)

In December 2010, the governor of Mississippi suspended the dual life sentences of two African American sisters who had been imprisoned for sixteen years on an extraordinary condition: that Gladys Scott donate a kidney to her ailing sister Jamie Scott. The Scott Sisters’ case is a highly unusual one, yet it is a revealing site for inquiry into US biopolitics more broadly. Close attention to the conditional release and its context demands a broader frame than traditional bioethics and helps to (...) push science and technology studies analysis of race past its conventional focus on genetics. This article draws on the Scott Sisters’ case as a site for interrogating the US context of racialized mass incarceration and kin-oriented and consumerist valorization of organ donation. Tensions between racialized exclusions, the promise of consumerist freedom, and the lack of expectations of the state are foundational to a distinctly American biological citizenship. By putting the Scott Sisters’ case into conversation with broader arguments about incarceration as a site of racialization and STS literatures of organ transplantation and of biological citizenship in diverse geographical sites, this article seeks to articulate some of the racialized contours of biopolitics in the United States. (shrink)

Archival data processing consists of cleaning and formatting data between the moment a dataset is deposited and its publication on the archive’s website. In this article, I approach data processing by combining scholarship on invisible labor in knowledge infrastructures with a Marxian framework and show the relevance of considering data processing as factory labor. Using this perspective to analyze ethnographic data collected during a six-month participatory observation at a U.S. data archive, I generate a taxonomy of the forms of alienation (...) that data processing generates, but also the types of resistance that processors develop, across four categories: routine, speed, skill, and meaning. This synthetic approach demonstrates, first, that data processing reproduces typical forms of factory worker’s alienation: processors are asked to work along a strict standardized pipeline, at a fast pace, without acquiring substantive skills or having a meaningful involvement in their work. It reveals, second, how data processors resist the alienating nature of this workflow by developing multiple tactics along the same four categories. Seen through this dual lens, data processors are therefore not only invisible workers, but also factory workers who follow and subvert a workflow organized as an assembly line. I conclude by proposing a four-step framework to better value the social contribution of data workers beyond the archive. (shrink)

This article investigates the work of processors who curate and “clean” the data sets that researchers submit to data archives for archiving and further dissemination. Based on ethnographic fieldwork conducted at the data processing unit of a major US social science data archive, I investigate how these data processors work, under which status, and how they contribute to data sharing. This article presents two main results. First, it contributes to the study of invisible technicians in science by showing that the (...) same procedures can make technical work invisible outside and visible inside the archive, to allow peer review and quality control. Second, this article contributes to the social study of scientific data sharing, by showing that the organization of data processing directly stems from the conception that the archive promotes of a valid data set—that is, a data set that must look “pristine” at the end of its processing. After critically interrogating this notion of pristineness, I show how it perpetuates a misleading conception of data as “raw” instead of acknowledging the important contribution of data processors to data sharing and social science. (shrink)

ArgumentResearch into the biological markers of pathology has long been a feature of British psychiatry. Such somatic indicators and associated features of mental disorder often intertwine with discourse on psychological and behavioral correlates and causes of mental ill-health. Disorders of sociality – particularly psychopathy and antisocial personality disorder – are important instances where the search for markers of pathology has a long history; research in this area has played an important role in shaping how mental health professionals understand the conditions. (...) Here, I characterize the multiplicity of psychiatric praxis that has sought to define the mark of antisociality as a form of “ontological anarchy.” I regard this as an essential feature of the search for biological and other markers of an unstable referent, positing that uncertainties endure – in part – precisely because of attempts to build consensus regarding the ontology of antisociality through biomedical means. Such an account is suggestive of the co-production of biomarkers, mental disorder, and psychiatric institutions. (shrink)

This paper addresses the role of categories and dimensions in the classification of psychopathology. While psychopathology does not sort itself out neatly into natural categories, we do find rough, symptom-based groupings that, through refinement, become diagnostic categories. Given that these categories suffer from comorbidity, uncertain boundaries, and excessive “unspecified disorder” diagnoses, there has been a move toward refining the diagnoses with dimensional measures. The paper traces efforts both to improve the diagnostic categories with validators that allow at least partial validity (...) and to introduce dimensional measures into the diagnostic manual. Drawing from the philosophical pragmatism of Charles Sanders Peirce, William James, and John Dewey, which emphasizes the practical, effect-sensitive consequences of a theory along with an emphasis on empirical evidence and the progressive, probabilistic character of knowledge, the paper argues that these efforts must be guided both by scientific validity and clinical utility. (shrink)

During 2018, as part of a research project funded by the Deviant Practice Grant, artist Bruno Moreschi and digital media researcher Gabriel Pereira worked with the Van Abbemuseum collection (Eindhoven, NL), reading their artworks through commercial image-recognition (computer vision) artificial intelligences from leading tech companies. The main takeaways were: somewhat as expected, AI is constructed through a capitalist and product-focused reading of the world (values that are embedded in this sociotechnical system); and that this process of using AI is an (...) innovative way for doing institutional critique, as AI offers an untrained eye that reveals the inner workings of the art system through its glitches. This paper aims to regard these glitches as potentially revealing of the art system, and even poetic at times. We also look at them as a way of revealing the inherent fallibility of the commercial use of AI and machine learning to catalogue the world: it cannot comprehend other ways of knowing about the world, outside the logic of the algorithm. But, at the same time, due to their “glitchy” capacity to level and reimagine, these faulty readings can also serve as a new way of reading art; a new way for thinking critically about the art image in a moment when visual culture has changed form to hybrids of human–machine cognition and “machine-to-machine seeing”. (shrink)

This article introduces the concept of “alterity processing” to account for the simultaneous enactment of individual “Others” and emergent European orders in the context of migration management. Alterity processing refers to the data infrastructures, knowledge practices, and bureaucratic procedures through which populations unknown to European actors are translated into “European-legible” identities. By drawing on fieldwork conducted in Italy and the Hellenic Republic from 2017 to 2018, this article argues that different registration and identification procedures compete to legitimize different chains of (...) actors, data, and metadata as more authoritative than others. Competing procedures have governance implications, as well, with some actors being included and others being excluded. Furthermore, there is evidence that—despite procedural rigidities—applicants themselves propose alternative chains of actors, data, and metadata that are more meaningful to them. In this tension, it is not only the individual Other that is enacted but also specific bureaucratic orders cutting across old and new European actors and distinctive understandings of “Europe.” From a technology studies perspective, this article engages in a dialogue with the emergent debate on Hotspots, the scholarship about the infrastructural construction of Europe and political sociology. (shrink)

The Bubonic Plague outbreak that wormed its way through San Francisco’s Chinatown in 1900 tells a story of prejudice guiding health policy, resulting in enormous suffering for much of its Chinese population. This article seeks to discuss the potential for hidden “prejudice” should Artificial Intelligence (AI) gain a dominant foothold in healthcare systems. Using a toy model, this piece explores potential future outcomes, should AI continue to develop without bound. Where potential dangers may lurk will be discussed, so that the (...) full benefits AI has to offer can be reaped whilst avoiding the pitfalls. The model is produced using the computer programming language MATLAB and offers visual representations of potential outcomes. Interwoven with these potential outcomes are numerous historical models for problems caused by prejudice and recent issues in AI systems, from police prediction and facial recognition software to recruitment tools. Therefore, this research’s novel angle, of using historical precedents to model and discuss potential futures, offers a unique contribution. (shrink)

This article draws on ethnographic data from a field leading university licensing office to document and explain a key step in the process of institutionalization, the abstraction of standardized rules and procedures from idiosyncratic efforts to collectively resolve pressing problems. I present and analyze cases where solutions to complicated quandaries become abstract bits of professional knowledge and demonstrate that in some circumstances institutionalized practices can contribute to the flexibility of expert reasoning and decision-making. In this setting, expertise is rationalized in (...) response to institutional tensions between academic and business approaches to deal making and professional tensions between relational and legal approaches to negotiation. Abstraction and formalization contribute both to the convergence and stability of routines and to their improvisational use in professional work. Close attention to these processes in a strategic research setting sheds new light on an interesting tension in sociological theories of the professions while contributing to the development of a micro-level, social constructivist institutional theory. (shrink)

In light of arguments that citizen science has the potential to make environmental knowledge and policy more robust and democratic, this article inquires into the factors that shape the ability of citizen science to actually influence scientists and decision makers. Using the case of community-based air toxics monitoring with ‘‘buckets,’’ it argues that citizen science’s effectiveness is significantly influenced by standards and standardized practices. It demonstrates that, on one hand, standards serve a boundary-bridging function that affords bucket monitoring data a (...) crucial measure of legitimacy among experts. On the other hand, standards simultaneously serve a boundary-policing function, allowing experts to dismiss bucket data as irrelevant to the central project of air quality assessment. The article thus calls attention to standard setting as an important site of intervention for citizen science-based efforts to democratize science and policy. (shrink)

This article examines the political controversy in the United States surrounding a new process for the disposition of human remains, alkaline hydrolysis. AH technologies use a heated solution of water and strong alkali to dissolve tissues, yielding an effluent that can be disposed through municipal sewer systems, and brittle bone matter that can be dried, crushed, and returned to the decedent’s family. Though AH is legal in eight US states, opposition to the technology remains strong. Opponents express concerns about public (...) health and safety and about the dignity of our mortal remains. Proponents focus on AH’s environmental benefits over cremation and earth burial, aligning the technology with the “green burial” movement. Drawing from historical sources, Science, Technology, and Society literature, interviews with funeral professionals, industry literature, and various media sources, this article examines four prominent conceptions of the dead human body as they are deployed by various funeral stakeholders seeking to exercise authority over the dead human body, to influence the trajectory of AH technology in the United States, and to chart a course for US deathcare culture in the twenty-first century. (shrink)

This article looks at some common assumptions and associated work practices within a military intelligence community. There intelligence practitioners use the term “raw data” as a common sense category, as a word that describes information they want or have gained access to. The practical and organizational processes that inform the construction of the term raw data are unpacked here. Examples presented are based on interviews, field observations, and document reviews. Theoretical descriptions and models of work, for example, the intelligence cycle, (...) construction, and the use of computer databases, assume that work in this community starts with raw data. However, this data has already been processed by the work practices, political, practical, and other decisions even before data collection occurs. The technology and attendant categories and practices instrumentalize a certain world view. The model used frames not just the collection and organization of the institution’s knowledge but those categories that inform how this institution organizes, legitimizes, and enacts its work, data, and knowledge. Given the kinds of opponents nations have to face today, intelligence practitioners and those who study their work have to understand practice, action, and contexts often quite different from ones own. (shrink)

As biomedical research with volunteers was expanded in the United States, the rule of subject selection, constituting scientific and ethical criteria, was generated in 1981 to resolve selection bias in research. Few historical studies, however, have investigated the role of this new hybrid rule in institutional review systems. This paper describes how bioethics commissions and federal agencies have created the subject selection rule based on the concept of justice. I argue that the standardization of this rule as temporal measures, linked (...) with risk-benefit assessment, has reformed the review mechanism, specifically investigators’ modification of research plans, thereby developing justice as balancing. (shrink)

This paper explores the process of technological innovation from a geographical perspective. Some explanations of technological change concentrate on the development of technology itself - in which makers play a central role, while other explanations focus more on consumption and the users of technology. In this paper, discussion will focus on interactions between makers and users, and on the particular places in which such interactions occur. It is proposed that these interactions, especially during the early phase of rapid product development, (...) produce creative spaces. An adaptation of the social construction of technology model is therefore proposed which stresses the geographical settings in which rapid innovation occurs, and therefore is called geographical construction of technology. The G-COT model is illustrated by the case of the Coventry bicycle industry from its foundation in 1869 to 1880 when this town had become the world's largest center of bicycle production. (shrink)

Drawing primarily on ethnographic research performed in a city in Romania, this paper provides a thick description of police practices and information systems in that municipality. It shows various ways in which technologies mediate policing practitioners’ perceptions, decisions and actions. Bringing some additional material from a case in the Dutch police in which they build risk profiles predicated on real-time data from a sensor network, the paper highlights new phenomena with ethical implications emerging at the intersection of information infrastructures and (...) policing practices. In particular, it shows a solidifying effect of technologically mediated suspicion, a sedimentation process in technological infrastructures and the formation of pockets of prejudice in the layers of software code. To adequately account for these phenomena and others, the paper provides a set of arguments and conditions for a sedimentology of infrastructures. At the same time, it offers the first steps in a larger research project that would adapt and test the limits of a geological vocabulary and approach to understand smart urban environments. (shrink)