This article proposes an analytical approach to algorithms that stresses operations of folding. The aim of this approach is to broaden the common analytical focus on algorithms as biased and opaque black boxes, and to instead highlight the many relations that algorithms are interwoven with. Our proposed approach thus highlights how algorithms fold heterogeneous things: data, methods and objects with multiple ethical and political effects. We exemplify the utility of our approach by proposing three specific operations of folding—proximation, universalisation and (...) normalisation. The article develops these three operations through four empirical vignettes, drawn from different settings that deal with algorithms in relation to AIDS, Zika and stock markets. In proposing this analytical approach, we wish to highlight the many different attachments and relations that algorithms enfold. The approach thus aims to produce accounts that highlight how algorithms dynamically combine and reconfigure different social and material heterogeneities as well as the ethical, normative and political consequences of these reconfigurations. (shrink)

In science and technology studies today, there is a troubling tendency to portray actors in the biosciences as “cultural dopes” and technology as having monolithic qualities with predetermined outcomes. To remedy this analytical impasse, this article introduces the concept styles of valuation to analyze how actors struggle with valuing technology in practice. Empirically, this article examines how actors in a bioscientific laboratory struggle with valuing the properties and qualities of algorithms in a high-throughput setting and identifies the copresence of several (...) different styles. The question that the actors struggle with is what different configurations of algorithms, devices, and humans are “good bioscience,” that is, what do the actors perform as a good distribution of agency between algorithms and humans? A key finding is that algorithms, robots, and humans are valued in multiple ways in the same setting. For the actors, it is not apparent which configuration of agency and devices is more authoritative nor is it obvious which skills and functions should be redistributed to the algorithms. Thus, rather than tying algorithms to one set of values, such as “speed,” “precision,” or “automation,” this article demonstrates the broad utility of attending to the multivalence of algorithms and technology in practice. (shrink)

The power of algorithms has become a familiar topic in society, media, and the social sciences. It is increasingly common to argue that, for instance, algorithms automate inequality, that they are biased black boxes that reproduce racism, or that they control our money and information. Implicit in many of these discussions is that algorithms are permeated with normativities, and that these normativities shape society. The aim of this editorial is double: First, it contributes to a more nuanced discussion about algorithms (...) by discussing how we, as social scientists, think about algorithms in relation to five theoretical ideal types. For instance, what does it mean to go under the hood of the algorithm and what does it mean to stay above it? Second, it introduces the contributions to this special theme by situating them in relation to these five ideal types. By doing this, the editorial aims to contribute to an increased analytical awareness of how algorithms are theorized in society and culture. The articles in the special theme deal with algorithms in different settings, ranging from farming, schools, and self-tracking to AIDS, nuclear power plants, and surveillance. The contributions thus explore, both theoretically and empirically, different settings where algorithms are intertwined with normativities. (shrink)

The process of translation has both an excluding and including character. The analysis of actor networks, the process of mobilizing alliances, and constructing networks is a common and worthwhile focus. However, the simultaneous betrayals, dissidences, and controversies are often only implied in network construction stories. We aim to nuance the construction aspect of actor–network theory by shining the analytical searchlight elsewhere, where the theoretical tools of ANT have not yet systematically ventured. We argue that we need to understand every process (...) of translation in relation to its simultaneous process of treason, and to add antonyms for Callon’s problematization, intressement, enrollment, and mobilization. This enables us to describe powerlessness not as a state but as a process. Our case focuses on the network building around measures for disabled people in the construction of the Athens Metro, during the period 1991-1993. The discussion highlights the efforts of disability organizations to intervene in the initial construction works of the metro project and the simultaneous actions of the Greek government to exclude disability organizations from the design process and to disrupt the accessibility-metro actor network. (shrink)

Providing a compelling scholarly statement about the interrelation and pliability of values in the life sciences, medicine and health care, this volume aims to aid our understanding of the roles of power, knowledge production and economic action in the heavily scientised and economised areas of life science and medicine.

The sociological study of knowledge infrastructures and classification has traditionally focused on the politics and practices of classifying things or people. However, actors’ work to escape dominant infrastructures and pre-established classification systems has received little attention. In response to this, this article argues that it is crucial to analyze, not only the practices and politics of classification, but also actors’ work to escape dominant classification systems. The article has two aims: First, to make a theoretical contribution to the study of (...) classification by proposing to pay analytical attention to practices of escaping classification, what the article dubs classification egress. This concept directs our attention not only to the practices and politics of classifying things, but also to how actors work to escape or resist classification systems in practice. Second, the article aims to increase our understanding of the history of quantified and statistical health surveillance. In this, the article investigates how actors in health surveillance assembled a knowledge infrastructure for surveilling, quantifying, and detecting unknown patterns of congenital malformations in the wake of the thalidomide disaster in the early 1960s. The empirical account centers on the actors’ work to detect congenital malformations and escape the dominant nosological classification of diseases, the International Classification of Diseases (ICD), by replacing it with a procedural standard for reporting of symptoms. Thus, the article investigates how actors deal with the tension between the-already-known-and-classified and the unknown-unclassified-phenomenon in health surveillance practice. (shrink)

Past research on talk radio discourses has illustrated the crucial role of the hosts in managing the conversation and shaping the voices of callers. However, past research focused mostly on dyadic host–caller interactions. Radio talk shows in Hong Kong, in contrast, often have more than one host. This study is interested in the implications of the triadic setting of radio talk shows in Hong Kong. It uses Radio Television Hong Kong’s evening program Open Line Open View as a case study. (...) Employing the techniques of conversation analysis, this study replicates some of past studies’ findings about the source of host power. More importantly, the analysis shows that the second host in a triadic setting can play three important roles: the program conductor, the buffer, and the counterweight. The micro-level interactional patterns have important implications for the overall character of the program itself and the role of talk radio in the politics of public opinion in Hong Kong. More generally, this study illustrates the utility of paying attention to the differences between dyads and triads in the microsociological analysis of conversations in broadcast media. (shrink)