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There is an abundance of enthusiasm and optimism about how governments at all levels can make use of big data, algorithms and artificial intelligence. There is also growing concern about the risks that come with these new systems. This article makes the case for greater government transparency and accountability about uses of big data through a Government of Canada qualitative research case study. Adapting a method from critical cartographers, I employ counter-mapping to map government big data practices and internal discussions of risk and challenge. I do so by drawing on interviews and freedom of information requests. The analysis reveals that there are more concerns and risks than often publicly discussed and that there are significant areas of silence that need greater attention. The article underlines the need for our democratic systems to respond to our new datafied contexts by ensuring that our institutions make changes to better protect citizen rights, uphold democratic principles and ensure means for citizen intervention.

This paper presents an overview of a new monograph entitled Neoliberalism and its Subjects. It focuses on how neoliberalism operates as 'a mode of governance' (Brown 2005) and functions to produce subjects, citizens, and new modes of social organization. The monograph traces the role of media and communication in the various extensions of neoliberalism into public and private life. It also pays particular attention to the role of culture, media and communications in neoliberal extensions, and in normalizing market logic as the basis for decision making and working practices. In this way an attempt is made to map how neoliberalism operates as a productive force. The monograph draws out how neoliberalism is applied in practice by providing an empirically-based examination of neoliberal extensions into creative practice, immigration policy, consumption and citizenship.Neoliberalism has been described as a political and economic program (Hay 2004; Harvey 2007 and 2010), as an ideology (Bourdieu and Wacquant 2001; Giroux 2008), and as a rationality influencing schemas of thought and processes of analysis (Brown 2005; Foucault 2008; Couldry 2010). It is argued that market logic is colonizing human experience (Boltanski and Chiapello 2005), in part through constraining and shaping language which produces new forms of knowledge that are inscribed in practice (Lemke 2002), and which prescribe a 'way of doing things' (Foucault 2008). Writers such as Gill and Scharff (2011) have recently called for more attention to be paid to neoliberalism 'on the ground'. In particular, they argue that deeper empirical connections need to be made between neoliberalism and subjectivity; connections which draw out "...the ways in which these governing practices quite literally 'get inside us' to materialize and constitute our subjectivities" (2011: 7). The chapters in the monograph take up this call, investigating the myriad ways in which media and communication practices are determinants of, and conduits for, neoliberal subjectivities and subject positions. These chapters expand previous discussions by providing a thorough and detailed assessment of neoliberal processes through the investigation of site-specific case studies.The paper to be presented provides a brief overview of the book including an introduction to the subject areas covered: in the chapter entitled 'The Creative Worker as Neoliberal Subject' Conor traces the elaboration of a neoliberal, creative subject-hood in relation to cultural sector employment in the UK and New Zealand, focusing on screen production industries. Particularly, the analysis seeks out the disjunctures between the discourses of neoliberal policy-making that continue to proffer creativity as a skills-based entrepreneurial strategy for all workers; and empirical labour market data which illustrates that rather than freedom, autonomy and egalitarianism, creative work in film and television production is characterized by precariousness, insecurity, hierarchy, and lack of diversity. These disjunctures, embodied in the subject of the 'creative worker', highlight the anxieties that come with the implementation of fiercely individualised and economised notions of creativity. In the second chapter 'The Skilled Immigrant as Neoliberal Subject' Redden argues that Britain's move to a points-based immigration system with its emphasis on 'skill' must be considered in relation to the central role media plays in reinforcing and amplifying market-based schema of evaluation (Couldry 2010), and also in the formulation and implementation of policy making (Kuhn 2002). By connecting the development of immigration policy to neoliberal efforts and processes of mediation the chapter aims to detail the relationships between the media, politics and policy through a site and issue specific analysis. The chapter draws upon textual analysis of news coverage in 2008 and policy documents in addition to interviews with journalists, politicians, civil servants and activists. In the fourth chapter entitled 'The Critical Consumer as Neoliberal Subject' Lekakis argues that an examination of the 'critical consumer' provides a means to assess the intrusion of a market mentality on political participation. The paper evaluates the political meaningfulness of political consumption (Micheletti et al. 2004) in relation to the forms of participation evoked through dominant narratives and their interpretations and enactments by citizens. Through a series of interviews with citizen consumers and agents involved in the campaigning side of the fair and solidarity trade scene, as well as an interrogation of the activation and promotion of fair trade products, this chapter argues for a series of contentions sustained in the enactment of political consumerism alongside the political project of neoliberalism. The entity of the critical consumer has become a specific subject for political reasoning through the marketplace.The majority of the paper is devoted to outlining the theoretical framework for the book and detailing how this framework is applied through the discussion of Dencik's chapter entitled 'The Global Citizen as Neoliberal Subject'. In this paper Dencik argues that the concept of 'global citizen' should be viewed not as a product of the necessary expansion of political community, but as a new political subject driven by the political logic of late capitalism. The concept of 'global citizen' - far from being an articulation of political practice that overcomes the stifling inadequacies of the nation-state - privileges the (elite) individual over the collective as the primary unit of social change, absolves rather than enhances political responsibility, and celebrates the privatisation rather than the democratisation of public discourse and practice. As such, the paper challenges 'uncritical globalisation theory' (Fuchs 2010) by placing the appeals to a global 'space' as part of the (re)articulation of democratic practice in its appropriate context of contemporary neoliberal capitalism, ultimately highlighting its potential compromises to actual social justice and democratic change.

Supplemental Material for Democratic governance in an age of datafication: Lessons from mapping government discourses and practices by Joanna Redden in Big Data & Society

Supplemental Material for Democratic governance in an age of datafication: Lessons from mapping government discourses and practices by Joanna Redden in Big Data & Society

This thesis considers how the mediation of poverty in Canada and the United Kingdom influences responses to the issue of poverty. The thesis focuses in particular on the issue dynamics concerning children as constructions of a “deserving poor” and immigrants as constructions of an “undeserving poor”.\ud \ud A frame analysis of mainstream news content in both countries demonstrates the extent to which individualizing and rationalizing frames dominate coverage, and that the publication of the news online is not leading to an expansion of discourses, as hoped. A frame analysis of alternative news coverage and coverage from the 1960s and 70s demonstrates significant absences of social justice frames and rights-based discourse in contemporary coverage. I suggest that mainstream news coverage narrows and limits the way poverty is talked about in a way that reinforces the dominance of neoliberalism and market-based approaches to the issue. Interviews with journalists, politicians, researchers and activists collectively indicate that getting media coverage is essential to gaining political attention in both countries. These interviews also reveal the power dynamics influencing the relationships between these actors and the way the issue of poverty is approached. I argue that while new media tools create new opportunities to share information, these tools are also creating new pressures by speeding up the working practices in mediated political centres in a way that forecloses potentials to challenge dominant news coverage and approaches to poverty. However, this cross-national comparison also reveals context-specific factors influencing poverty politics in each country. \ud \ud I conclude that this analysis and comparison of poverty issue dynamics reveals shortcomings in the democratic processes in both countries. Changing poverty coverage and approaches to the issue will require changing specific media and political practices.

One of the still unfolding impacts of the computer age is that everyone now must be their own digital archivist. With digitization, archives are now everywhere, from online libraries to personal timelines on social media. These days, the archive is less of a critical concept and more of a socioeconomic category. Indeed, the issues that surround the archive concern techniques of digitization and modes of access in an environment dominated by a few corporate players such as Google. In this new reality of the archive, the relation between the digital and the archive is often presupposed: the digital serves the purpose of archiving, from management to access. In this chapter, I want to bring this presupposition into question. Let us first ask: What really is an archive after digitization? The way we talk about digitization and archives today assumes a concept of the archive comparable to...

This is a pre-publication version of a chapter published in an edited book on Compromised Data. It explores the politics of data in the context of a recent science controversy, which gained a reach and traction across social media. The chapter specifically focuses on the post publication peer review of two journal articles associated with the John Bargh priming controversy.