New Perspectives in Critical Data Studies The Ambivalences of Data Power
This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. They make visible local working and living conditions, and the resou...
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| Médium: | E-kniha |
| Jazyk: | English |
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Cham
Springer Nature
2022
Springer International Publishing Springer International Publishing AG Palgrave Macmillan |
| Vydanie: | 1 |
| Edícia: | Transforming Communications – Studies in Cross-Media Research |
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| ISBN: | 9783030961800, 303096180X, 9783030961794, 3030961796 |
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| Abstract | This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. They make visible local working and living conditions, and the resources and arrangements required to operate and run them. Secondly, the book examines ambivalences between the state and data justice. It considers data justice in relation to state surveillance and data capitalism, and reflects on the ambivalences between an “entrepreneurial state” and a “welfare state”. Thirdly, the authors discuss ambivalences of everyday practices and collective action, in which civil society groups, communities, and movements try to position the interests of people against the “big players” in the tech industry. The book includes eighteen chapters that provide new and varied perspectives on the role of data and data infrastructures in our increasingly datafied societies. |
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| AbstractList | This Open Access book examines the ambivalences of data power.Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. They make visible local working and living conditions, and the resources and arrangements required to operate and run them. Secondly, the book examines ambivalences between the state and data justice. It considers data justice in relation to state surveillance and data capitalism, and reflects on the ambivalences between an "entrepreneurial state" and a "welfare state". Thirdly, the authors discuss ambivalences of everyday practices and collective action, in which civil society groups, communities, and movements try to position the interests of people against the "big players" in the tech industry. The book includes eighteen chapters that provide new and varied perspectives on the role of data and data infrastructures in our increasingly datafied societies. |
| Author | Hepp, Andreas Jarke, Juliane Kramp, Leif |
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| Notes | Electronic reproduction. Dordrecht: Palgrave Macmillan, 2022. Requires the Libby app or a modern web browser. |
| OCLC | OCN: 1319838893 1330933135 |
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| Snippet | This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the... This Open Access book examines the ambivalences of data power.Firstly, the ambivalences between global infrastructures and local invisibilities challenge the... |
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| SubjectTerms | algorithms big data critical data research data capitalism data infrastructure data literacy deep mediatization Information technology Media Studies Nonfiction postcolonial data SOCIAL SCIENCE Sociology surveillance Technology |
| SubjectTermsDisplay | Electronic books. Media Studies. Nonfiction. Sociology. |
| Subtitle | The Ambivalences of Data Power |
| TableOfContents | New Perspectives in Critical Data Studies -- Contents -- List of Figures -- List of Tables -- List of Images -- Notes on Contributors -- New Perspectives in Critical Data Studies: The Ambivalences of Data Power-An Introduction -- Introduction -- Critical Data Studies as a Field: From Big Data to the Complexity of Digital Data and Data Infrastructures -- Perspectives in Critical Data Studies: The Ambivalences of Data Power -- References -- Part I: Global Infrastructures and Local Invisibilities -- Data Power and Counter-power with Chinese Characteristics -- Introduction -- AI Superpower? -- Complex Reality Through Historical and Conflictive Lenses -- Chinese Data Power and Counter-power -- Conclusion -- References -- Transnational Networks of Influence: The Twitter Presence of the Quantified Self and Maker Movements' Organizational Elites -- Introduction -- State of Research: The QS and Maker Movements' Organisational Elites -- Methodological Approach: Contextualised Twitter Network Analysis -- QS Movement: A Network of Opinion Leaders -- The Transnational Network -- The National Context -- Maker: A Network of Heterogeneous Organisations -- The Transnational Network -- The National Context -- Conclusion -- References -- The Power of Data Science Ontogeny: Thick Data Studies on the Indian IT Skill Tutoring Microcosm -- Introduction -- An Overview of Technical Education, Higher Education, and Unemployability in India -- Methodology and Field Sites -- The Ameerpet IT Skill Hub: There Is a Skill Just Around the Corner -- The Coaching Micro Hubs of Kumbakonam -- Computer Coaching Centres -- Beyond Developing IT Skills to Employment -- Conclusion -- References -- Fighting the "System": A Pilot Project on the Opacity of Algorithms in Political Communication -- Introduction -- Political Communication in the Age of Algorithms References -- Reconfiguring Education Through Data: How Data Practices Reconfigure Teacher Professionalism and Curriculum -- Introduction -- Data Practices Reconfiguring Education -- Following the Social Life of Data in an English Secondary School -- Prioritising Pupils: The Data Drop Machinery -- Reconfiguring Access to and Delivery of the Curriculum -- An Algorithmic Triage Device Determining Curricular Access -- Disaggregating the Curriculum to Calculate 'Progress' Data -- Averaging 'Progress' Scores -- Reconfiguring the Possibilities of Qualification, Socialisation and Subjectification -- Reconfiguring Teachers' Educational Knowledge and Judgements -- Excluding Professional Judgement -- Becoming a Data-orientated Teacher and School -- Standardising Judgement and Practice -- Conclusion: What Is Made to Matter and What Is Excluded from Mattering? -- References -- Public Values and Technological Change: Mapping how Municipalities Grapple with Data Ethics -- Introduction -- Method: Participatory Observation with DEDA -- Analysis: Moore's Triangle Made Tangible -- Operational Capacities -- Authorising Environment -- Public Value Outcomes -- Conclusion -- References -- Welfare Data Society? Critical Evaluation of the Possibilities of Developing Data Infrastructure Literacy from User Data Workshops to Public Service Media -- Introduction -- Notions of Digital Literacy Based on User Data Workshops -- YLE Learning as a Content Provider for Digital and Data Infrastructure Literacy -- Conclusion -- References -- Part III: Everyday Practices and Collective Action -- (Not) Safe to Use: Insecurities in Everyday Data Practices with Period-Tracking Apps -- Introduction -- Material and Methods -- Situating Period Trackers and Period Tracking -- Situating Period Trackers as Gendered Technology -- Resonances in Observing and Measuring Menstrual Cycles Introduction: Citizen Juries as Research Methods -- Public Perceptions of Datafication -- Our Citizen Jury Process -- Session 1: What Are Your Criteria for Trusted Interactions with Data-Driven Systems? -- Session 2: What Are Your Criteria for a Trusted Way of Managing Data? -- Section 3: What Are the Most Important Criteria for the Design of Ethical, Just and Trusted Data-Driven Systems? -- Reflections on Findings and on the Citizen Jury as Method for Researching Public Trust in Datafication -- References -- Worker Perspectives on Designs for a Crowdwork Co-operative -- Introduction -- Platform Co-operativism -- Moving Towards a Critical Design Epistemology -- Crowdworker Perspectives on Crowdwork Co-operatives -- Towards a Worker-Driven Design for a Crowdwork Co-operative -- Co-operative Values from the Workers' Perspective -- Platform Infrastructure -- Payment -- Quality Control -- Decision Making and Governance -- A Prototype Software Architecture for a Crowdwork Co-operative -- Example of the Worker Seeking Role and Worker Role Views -- Conclusion: Towards a Crowdwork Co-operative Prototype? -- References -- Counting, Debunking, Making, Witnessing, Shielding: What Critical Data Studies Can Learn from Data Activism During the Pandemic -- Introduction -- Two Shifts of Data Power -- Data Activism as an Alternative to Dominant Data Power -- Data Activist Tactics During the COVID-19 Pandemic -- Counting -- Debunking -- Making -- Witnessing -- Shielding -- Data Activism Reloaded: Open Questions for the Post-pandemic World -- What Path for Critical Data Studies? -- References -- Index Motives, Benefits, and Promises of App-Based Period Tracking -- Reasons for Tracking Menstrual Cycles -- Benefits of Using an App -- The Promise of Data and Smart Algorithms: To Be on the Safe Side -- Critiques of Period Trackers' Smartness: Two Safety Concerns or Data Insecurities -- Unwise Algorithms and Old Methods Repackaged -- Critical Dataflows of Intimate Data -- Negotiating Data Insecurities-Pitfalls, Lessons Learned, and New Competences -- Data Insecurities 1: Understanding Menstruating Bodies with and Through Data -- Data Insecurities 2: Sidestepping the Vague Privacy of Logged Data -- Conclusion -- References -- Community Rankings and Affective Discipline: The Case of Fandometrics -- Fan Data and Fandom Metrics -- Locating Community Rankings in Social Media and Audience Measurement -- Large and Loud…Without Sentiment -- Who Is Silenced? -- "Drown Them Out!" Industry-Encouraged Competition and Quantification Anxiety -- Leaving Metrics, Reclaiming Data -- References -- Affinity Spaces as an Analytical Lens for Attending to Temporality in Critical Data Studies: The Case of COVID-19-Related, Educational Twitter Communication -- Introduction -- Analysing Twitter in Times of Crisis -- The COVID-19 Pandemic and German Education in Context -- Case Study and Research Design -- #twlz as an Affinity Space -- Educational Technologies and Their Providers in #twlz -- The Quest for Dialogue with Political Actors -- Towards a Process View in Critical Data Studies -- References -- "Party like it's December 31, 1983": Supporting Data Literacy at CryptoParties -- Introduction -- From Media Literacy to Data Literacy -- Case Studies and Methods -- Supporting Data Literacy at CryptoParties -- Conclusion -- References -- Researching Public Trust in Datafication: Reflections on the Deliberative Citizen Jury as Method Research Objectives and Methodology -- Establishing and Feeding Control Accounts -- Creating Profiles and Feeding the Control Accounts -- Preliminary Findings -- Next Steps -- Conclusion -- References -- Indigenous Peoples, Data, and the Coloniality of Surveillance -- Introduction -- Colonialism and the Racialised Surveillance of Indigenous Peoples -- Surveilling and Managing Indigenous Deviance and Threat -- Colonial Surveillance in an Era of Big Data in Aotearoa NZ -- Māori Data Sovereignty: Resistance and Self-determination -- Conclusion -- References -- Part II: State and Data Justice -- The Datafied Welfare State: A Perspective from the UK -- Introduction -- Matrix of Social Power and the Foundations of the British Welfare State -- The Datafication of Welfare in the UK -- Datafication as Responsibilisation -- Datafication as Rentierism -- Conclusion -- References -- The Value Dynamics of Data Capitalism: Cultural Production and Consumption in a Datafied World -- Introduction -- Value and Values -- Dynamics of Data Capitalism -- Relations Between Value Forms -- Conclusions -- References -- Mapping Data Justice as a Multidimensional Concept Through Feminist and Legal Perspectives -- Introduction -- "What's in a Name?"-Data Justice as a Concept in Feminist and Legal Scholarship -- Feminist Accounts of Data Justice -- Legal Framework: Justice, Data, and the Challenges of Digitalisation -- Data Protection Law -- The Justice Aspects of Non-personal Data -- Expanding Data Justice Through Feminist and Legal Perspectives -- Feminist Avenues Towards Rethinking Data Justice -- Feminist Suggestions for IT-Design Towards Data Justice -- Legal Interventions for Data Justice in the Current Legal Framework -- Towards Operationalising Data Justice -- Potentials and Limitations of Integrating Feminist and Legal Perspectives for Data Justice in IT-Design |
| Title | New Perspectives in Critical Data Studies |
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