Uppsala University
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Sensing Salmonella: modes of sensing and the politics of sensing infrastructures
Aug 2019 | » Get text | Keywords: social theory, disease surveillance, valuations, infrastructures
The intent with this chapter is dual: First, it aims to add to the vocabulary for analyzing the politics sensing infrastructures. Drawing on post actor-network theory sensibilities, the chapter introduces the concept of style of inference in order to analyze the politics of how different sensing infrastructures apprehend the world (cf. Fujimura & Chou; Hacking). Paraphrasing Adrian Mackenzie: different sensing infrastructures have very different ways of navigating the steadily increasing tidal wave of data—and we need to understand how these differences are integrated with society at large (Mackenzie). An important argument of the chapter is thus that different styles of inference are more or less compatible with a wider political and organizational context. For example, the value of web searches on flu symptoms are not fully trusted as evidence of flu outbreaks in the healthcare system. The style of inferring flu intensity is not stabilized. The chapter therefore contends that there is a need to understand how sensing infrastructures have different styles of inference, and how these are differently compatible with governmental action and politics. Thus, the argument is that different styles of inference are deeply implicated in a politics of sensing.
Lee, Francis. (2019) "Sensing Salmonella: modes of sensing and the politics of sensing infrastructures." Forthcoming in Sensing Security Ed. Nina Witjes, Nikolaus Pöchhacker & Geoffrey Bowker. Mattering Press.
How should we theorize algorithms? Five ideal types in analyzing algorithmic normativities
Aug 2019 | » Get text | Keywords: algorithms, social theory, infrastructures
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.
Lee, Francis, and Lotta Björklund Larsen. “How Should We Theorize Algorithms? Five Ideal Types in Analyzing Algorithmic Normativities.” Big Data & Society 6, no. 2 (July 1, 2019).
Algorithms as folding: Reframing the analytical focus
Aug 2019 | » Get text | Keywords: algorithms, social theory, infrastructures
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.
Lee, Francis, Jess Bier, Jeffrey Christensen, Lukas Engelmann, Claes-Fredrik Helgesson, and Robin Williams. 2019. “Algorithms as Folding: Reframing the Analytical Focus.” Big Data & Society 6 (2).
Styles of Valuation: Algorithms and Agency in High-throughput Bioscience
Jul 2019 | » Get text | Keywords: algorithms, valuations, infrastructures, bioscience
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.
Lee, Francis, and Claes-Fredrik Helgesson. “Styles of Valuation: Algorithms and Agency in High-Throughput Bioscience.” Science, Technology, & Human Values, July 30, 2019.
Standardizing abnormality: congenital malformations and statistical disease surveillance
Nov 2018 | » Get text | Keywords: disease surveillance, infrastructures, actor-network theory
This chapter investigates the birth of the Swedish register for congenital malformations, and the expectations that were ascribed to statistical disease surveillance during this time. The chapter focuses on different articulations of the belief in statistical knowledge and standardization of congenital malformations as an early warning system that could prevent new medical disasters.
Lee, Francis (2018). "Standardizing abnormality: congenital malformations and statistical disease surveillance" Working Paper. November 2018. Available at https://francislee.org/texts.html
Ordering society and nature: some elements of a sociology of algorithms
Oct 2018 | » Get text | Keywords: algorithms, disease surveillance, valuations, infrastructures, actor-network theory
This article is an intervention in the sociology of classification and valuation. The article proposes four metaphors for analyzing how algorithms, modeling, or data practices shape practices of classification and valuation. Elaborating on classic work in actor-network theory, these metaphors highlight four ways in which algorithms can come to shape the practical ordering of society and nature. These metaphors urge the sociologist to pay attention to moments of algorithmic bifurcation, syncopation, absenting, and intervention. These moments highlight the intertwining of judgment and computation, the folding of time and space, the importance of absences, and the variable spaces for intervention afforded by algorithmic infrastructures. Using these metaphors, the article analyzes how the Current Zika State—the classification of the world into classes of disease intensity—was algorithmically assembled at the European Center for Disease Control and Prevention.
Lee, Francis. (2018) "Ordering society and nature: some elements of a sociology of algorithms" Working Paper. October 2018. Available at https://francislee.org/texts.html
Five years! Have we not had enough of valuation studies by now?
May 2018 | » Get text | Keywords: social theory, valuations
The disparate and heterogeneous body of work that falls under the rubric of “valuation studies” has really taken off in recent years. There are a number of exciting edited volumes and special issues that have been published in the past couple of years (e.g. Berthoin Antal et al. 2015; Cefai et al. 2015; Dussauge et al. 2015; Kornberger et al. 2015). This journal, recently just an idea, is now completing Volume 5 with its tenth issue. Sometimes we hear mumbled irritations about how valuation studies are about everything—and are actually everywhere. “Victory!” we could then answer in triumph, not without noticing how the valuation of valuation studies (and, indeed, of Valuation Studies) goes hand-in-hand with a sense of academic terrain, and the occupation thereof.
Doganova, Liliana, Martin Giraudeau, Hans Kjellberg, Claes- Fredrik Helgesson, Francis Lee, Alexandre Mallard, Andrea Mennicken, Fabian Muniesa, Ebba Sjögren, and Teun Zuiderent- Jerak. 2018. "Five years! Have we not had enough of valuation studies by now?" Valuation Studies 5 (2):83-91.
Valuations as Mediators Between Science and the Market: How Economic Assumptions Shape Pharmaceutical Trial Designs.
Sep 2017 | » Get text | Keywords: valuations, trials of value
How can economic assumptions be present in the heart of commercially driven drug development research? Such assumptions underpin industry-based bio-statistical discussions around a new pharmaceutical trial design, the ‘compound finder’. This example illustrates several ways in which trials might be designed and situated in the larger setting of interlinked valuation practices central to the development, distribution, and use of pharmaceuticals. It shows how economic assumptions and considerations can be differently entwined with endeavors to produce knowledge. Different trial designs may further differ in what knowledge they produce. Adaptive design trials (ADTs), of which the compound finder is one kind, share the feature that they might be the object of thousands of simulations to specify the design taking many different kinds of considerations into account. These considerations include several economic aspects such as trial costs and assumptions about the future market. ADTs will likely continue to become more common in the years to come, even if the future for the specific compound finder trial design is uncertain. Yet, the continued rise in importance of ADTs means a further intimate entwining of economic assumptions into the specification of trial designs. This will be consequential for what knowledge is produced as well as where and how treatments are assessed.
Helgesson, Claes-Fredrik, and Francis Lee. 2017. "Valuations as Mediators Between Science and the Market: How Economic Assumptions Shape Pharmaceutical Trial Designs." Science as Culture 26 (4):529-554.
Where is Zika? Four challenges of emerging knowledge infrastructures for pandemic surveillance
Sep 2017 | » Get text | Keywords: algorithms, disease surveillance, infrastructures
Today, pandemics are increasingly known through novel and emerging digital knowledge infrastructures. For example, algorithms for disease classification, genetic and geographical information systems, as well as models of contagion, travel, or ecology. These digital knowledge infrastructures are constantly humming in different disease control organizations across the globe. In the west the US CDC, the WHO, and the European CDC are endlessly monitoring their screens, attempting to detect the next big outbreak of disease. These knowledge infrastructures are increasingly reshaping our global knowledge about disease and pandemics. Through these tools, new disease patterns become objects of intervention, new outbreaks become visible, and new ways of classifying the world come into being. The general purpose of this paper, is to inquire into how emerging knowledge infrastructures—such as algorithms and modeling—shape knowledge production about pandemics. In doing this, the paper speaks to at least two overarching problems. First, how disease surveillance is reshaped by these emerging knowledge infrastructures. Second, how algorithms and modeling enter into processes of knowledge production more generally. In engaging with these questions through the lens of disease surveillance the paper outlines four challenges in dealing with algorithmic and modelled knowledge production.
Lee, Francis. 2017. "Where is Zika? Four challenges of emerging knowledge infrastructures for pandemic surveillance." Governing by prediction: models, data, and algorithms in and for governance, Paris, 11-13 Sep.
Analyzing algorithms: some analytical tropes
Nov 2016 | » Get text | Keywords: algorithms, social theory, infrastructures
Algorithms are everywhere. Hardly a day passes without reports on the increased digitalization and automation of society and culture. As we know these processes are fundamentally based on algorithms (Kichin 2012). Today, there is also a proliferation of research on the social aspects of algorithms: on census taking (Ruppert 2012), predicting and preventing crime (Ferguson 2017), credit assessment (DeVille & Velden 2015), pricing water (Ballestero 2015), machine-learning (Burrell 2016), email spam filters (Maurer 2013), dating services (Roscoe & Chillas 2014) to men- tion a few. The focus of these researchers have in different ways been algorithms and their pro- found impact (cf. Kockelman 2013). However, in this algorithmic world, it seems to us that we are moving in a landscape where we find familiar tropes of technological hype, determinism, and of evil technology run wild.
Lee, Francis, and Lotta Björklund Larsen. 2016. "Analyzing algorithms: some analytical tropes." Second Algorithm Studies Workshop, Stockholm, Sweden, 23-24 feb.
Skattkarta eller atlas: om förväntningar och kunskapens värde i biovetenskapen
May 2016 | » Get text | Keywords: valuations, bioscience
Jag ska i det här kapitlet diskutera hur olika förväntningar på vetenskapens roll i samhället formar verksamhet och värdeskalor inom forskningen. Hur påverkar förväntningar, som att vetenskapen ska producera innovationskraft eller att den ska verka för det allmänna bästa, forskningens praktiker och organisering? Hur påverkas värderingen av olika slags kunskap?
Lee, Francis. 2016. "Skattkarta eller atlas: om förväntningar och kunskapens värde i biovetenskapen." In Det forskningspolitiska laboratoriet: Förväntningar på vetenskapen 1900–2010, edited by Anna Tunlid and Sven Widmalm. Lund: Nordic Academic Press.
Valuations of experimental designs in proteomic biomarker experiments and traditional randomised controlled trials
Jan 2016 | » Get text | Keywords: valuations, trials of value, bioscience
This article examines the shifting conditions for biomedical knowledge production by studying trends in the design of biomedical experiments. The basic premise of the study is that the very act of establishing a research design entails a process involving a series of valuations where different values are evoked, ordered, and displaced. In focus is the articulation and ordering of what counts as central values in research design for two kinds of biomedical treatment trials, namely the traditional randomised controlled trial (RCT) and the emerging new form of biomarker trials used to assess biomarker/treatment combinations (BTTs). The empirical material consists of textbooks (RCTs) and journal articles (BTTs). We ask how these materials articulate the various scientific, medical, and economic values at play. Among the differences uncovered are a difference in relation to what counts as ethical in relation to prior knowledge, differences in the flexibility in design as well as the valuation of the risk for false positives and false negatives. More broadly, the study shows how textual accounts of different ways of producing knowledge are linked to partly different valuations of ethics, flexibility, and risk as part of establishing the research design of biomedical experiments.
Helgesson, Claes-Fredrik, Francis Lee, and Lisa Lindén. 2016. "Valuations of experimental designs in proteomic biomarker experiments and traditional randomised controlled trials." Journal of Cultural Economy 9 (2):157-172.
Purity and interest: on interest work and epistemic value
Jan 2015 | » Get text | Keywords: social theory, valuations, bioscience
The biosciences are sometimes ‘activated and fashioned in articulation with neoliberal, entrepreneurial modes of participation’, but also, in simultaneous contrast, assembled as an echo of Merton’s CUDOS norms. This chapter asks how actors establish what counts as good and valuable biomedical science, and how they, in practice, establish what are acceptable relations between science and industry. The chapter shows how the studied actors use two main strategies to uphold a difference between science and industry, and proposes to describe these strategies as two different modes of purification: temporal purification and organizational purification. By introducing modes of purification the chapter highlights the multiplicity of strategies that are utilized to fashion acceptable science–industry relations.
Lee, Francis. 2015. "Purity and interest: on interest work and epistemic value." In Value Practices in the Life Sciences and Medicine, edited by Isabelle Dussauge, Claes-Fredrik Helgesson and Francis Lee. Oxford: Oxford University Press.
On the omnipresence, diversity, and elusiveness of values in the life sciences
Jan 2015 | » Get text | Keywords: social theory, valuations, trials of value, bioscience
Biomedicine – life sciences and medicine – are saturated with values. Valuations of life are intermingled with values such as scientific reputation, profitability, fairness, competition, and accessibility of care. Reciprocally, the practices of biomedicine produce values. For instance: public health, the preservation of endangered species, profitability of tamed animals, usability of clinical data, or bodily autonomy. This chapter begins outlining an approach to the study of values in practice. Thus it takes an interest not primarily in values as given entities, but rather how they are made. The exercise is rooted in an ambition to consider ‘values’ as something to be explained and explored rather than as given entities with explanatory power. In this the chapter tries to account for how peoples’ actions draw on values, and how agents’ actions and reactions come to enact values.
Dussauge, Isabelle, Claes-Fredrik Helgesson, Francis Lee, and Steve Woolgar. 2015. "On the omnipresence, diversity, and elusiveness of values in the life sciences." In Value Practices in the Life Sciences and Medicine, edited by Isabelle Dussauge, Claes-Fredrik Helgesson and Francis Lee. Oxford: Oxford University Press.
Valuography: Studying the making of values
Jan 2015 | » Get text | Keywords: valuations, trials of value, bioscience
Many profound concerns in the life sciences are linked with the enactment, ordering, and displacement of a broad range of values. This chapter proposes a number of analytical and methodological means to deal with these concerns. The chapter proposes the word valuography to indicate a programme of empirically oriented research into the enacting, ordering, and displacing of values. The valuographic research programme embraces the idea that values do not exist as transcendental entities, impinging themselves upon our actions. Drawing on the chapters of this volume, this chapter outlines a number of approaches for examining values as precarious outcomes of practices. It also grapples with three main areas of concern: these relate to how stakes are made; the intertwining of values and the epistemic; and the relationships between economic and other values. The chapter states these are providing direction to the development of a critique of values, given the weakness that comes from a purely pragmatic stance.
Dussauge, Isabelle, Claes-Fredrik Helgesson, and Francis Lee. 2015. "Valuography: Studying the making of values." In Value Practices in the Life Sciences and Medicine, edited by Isabelle Dussauge, Claes-Fredrik Helgesson and Francis Lee. Oxford: Oxford University Press.
Valuation Studies and the Critique of Valuation
Dec 2014 | » Get text | Keywords: valuations
What are the possible relations and tensions between the study of valuation as a social practice and the critique of valuation? Valuation denotes here any social practice where the value or values of something are established, assessed, negotiated, provoked, maintained, constructed and/or contested. The question thus in effect asks how the very study of such practices relates to the exercising of critical judgement on these very same practices. This topic is pertinent here and now for a number of reasons.
Doganova, Liliana, Martin Giraudeau, Claes-Fredrik Helgesson, Hans Kjellberg, Francis Lee, Alexandre Mallard, Andrea Mennicken, Fabian Muniesa, Ebba Sjögren, and Teun Zuiderent-Jerak. 2014. "Valuation Studies and the Critique of Valuation." Valuation Studies 2 (2):87–96.
A Sociology of Treason: The Construction of Weakness
Jan 2014 | » Get text | Keywords: social theory, infrastructures, actor-network theory
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 (ANT) 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.
Galis, Vasilis, and Francis Lee. 2014. "A Sociology of Treason: The Construction of Weakness." Science, Technology, & Human Values 39 (1):154-179.
Publications updated in Aug 2019