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Big Data in Social Welfare: The Development of a Critical Perspective on Social Work's Latest “Electronic Turn”
16 references·16 citing·35 second hopsampled
Big Data in Social Welfare: The Development of a Critical Perspective on Social Work's Latest “Electronic Turn” (2016)Big Data in Social Welfare: The Developme…The Relevance of Algorithms (2014)The Relevance of AlgorithmsThe Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences (2014)The Data Revolution: Big Data…The Data Revolution : Big Data, Open Data, Data Infrastructures and Their Consequences (2014)The Data Revolution : Big Dat…Media Technologies (2014)Media TechnologiesChallenges of Big Data analysis (2014)Challenges of Big Data analys…Big Data: New Tricks for Econometrics (2014)Big Data: New Tricks for Econ…Undefined By Data: A Survey of Big Data Definitions (2013)Undefined By Data: A Survey o…"Raw Data" Is an Oxymoron (2013)"Raw Data" Is an Oxymoron"Raw Data" Is an Oxymoron (2013)"Raw Data" Is an OxymoronCRITICAL QUESTIONS FOR BIG DATA (2012)CRITICAL QUESTIONS FOR BIG DA…The Munro review of child protection: final report, a child-centred system (2011)The Munro review of child pro…Six Provocations for Big Data (2011)Six Provocations for Big DataReassembling the social: An introduction to actor‐network‐theory (2008)Reassembling the social: An i…Against Prediction: Profiling, Policing, and Punishing in an Actuarial Age (2007)Against Prediction: Profiling…Reassembling the Social (2005)Reassembling the SocialCritique of Information (2002)Critique of InformationContextual social valences for artificial intelligence: anticipation that matters in social work (2023)Contextual social valences fo…Big Data in Driving Greener Social Welfare and Sustainable Environmental Management (2023)Big Data in Driving Greener S…Making sense of decision support systems: Rationales, translations and potentials for critical reflections on the reality of child protection (2022)Making sense of decision supp…What kind of social work in what kind of virtual space? (2021)What kind of social work in w…From satisficing to artificing: The evolution of administrative decision-making in the age of the algorithm (2021)From satisficing to artificin…Predictive Analytics and Child Welfare: Toward Data Justice (2020)Predictive Analytics and Chil…Digitalisierung in der Kinder- und Jugendhilfe und im Kinderschutz: Von Risikoeinschätzungsbögen über Fallbearbeitungssoftware bis zu Big Data (2020)Digitalisierung in der Kinder…What Can “Big Data” Methods Offer Human Services Research on Organizations and Communities? (2019)What Can “Big Data” Methods O…Theory in Social Work Science (2019)Theory in Social Work ScienceThe Development of Algorithmically Based Decision-Making Systems in Children’s Protective Services: Is Administrative Data Good Enough? (2019)The Development of Algorithmi…Challenges in Using Big Data to Develop Decision Support Systems for Social Work in Germany (2019)Challenges in Using Big Data …Towards a ‘smart’ cost–benefit tool: using machine learning to predict the costs of criminal justice policy interventions (2018)Towards a ‘smart’ cost–benefi…Inquiry-Based Learning about Technologies in Social Work Education (2017)Inquiry-Based Learning about …Human Services and the Fourth Industrial Revolution: From husITa 1987 to husITa 2016 (2017)Human Services and the Fourth…Creating Transparency through Electronic Information Systems: Opportunities and Pitfalls (2017)Creating Transparency through…Predictive Risk Modelling to Prevent Child Maltreatment: Insights and Implications from Aotearoa/New Zealand (2016)Predictive Risk Modelling to …The Strength of Weak Ties (1973)Writing Culture (1986)Writing Culture: The Poetics and Politics of Ethnography (1986)Big Data, new epistemologies and paradigm shifts (2014)Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology (2014)Algorithms at Work: The New Contested Terrain of Control (2019)Why Are There Still So Many Jobs? The History and Future of Workplace Automation (2015)Human Decisions and Machine Predictions (2017)American Economic Review (2019)Forecasting: theory and practice (2022)Science in action : how to follow scientists and engineers through society (1987)The consequences of modernity (1990)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability (2016)The Platform Society (2018)Power after Hegemony (2007)Power through the algorithm? Participatory web cultures and the technological unconscious (2009)Transparency and sustainability in global commodity supply chains (2018)Child Protection Systems (2011)European report on preventing child maltreatment. (2013)The prevalence and impact of child maltreatment and other types of victimization in the UK: Findings from a population survey of caregivers, children and young people and young adults (2013)10 Sociomateriality: Challenging the Separation of Technology, Work and Organization (2008)Actor Network Theory and Material Semiotics (2008)The Politics and Poetics of Infrastructure (2013)Machine Learning With Big Data: Challenges and Approaches (2017)Next-Generation Big Data Analytics: State of the Art, Challenges, and Future Research Topics (2017)Artificial Intelligence and Management: The Automation–Augmentation Paradox (2021)Big Data Surveillance: The Case of Policing (2017)Data Colonialism: Rethinking Big Data’s Relation to the Contemporary Subject (2018)When data is capital: Datafication, accumulation, and extraction (2019)Sociomaterial Practices: Exploring Technology at Work (2007)THE LOGIC OF CONNECTIVE ACTION (2012)Institutions and axioms: an extension and update of service-dominant logic (2015)The social power of algorithms (2016)Thinking critically about and researching algorithms (2016)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2005Reassembling the Social16,760 cited
  • 2008Reassembling the social: An introduction to actor‐network‐theory7,617 cited
  • 2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
  • 2014Big Data: New Tricks for Econometrics1,574 cited
  • 2014Challenges of Big Data analysis1,482 cited
  • 2014The Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences1,463 cited
  • 2014The Relevance of Algorithms1,444 cited
  • 2013"Raw Data" Is an Oxymoron1,163 cited
  • 2011The Munro review of child protection: final report, a child-centred system951 cited
  • 2002Critique of Information745 cited
  • 2014The Data Revolution : Big Data, Open Data, Data Infrastructures and Their Consequences608 cited
  • 2007Against Prediction: Profiling, Policing, and Punishing in an Actuarial Age602 cited
  • 2014Media Technologies589 cited
  • 2011Six Provocations for Big Data491 cited
  • 2013"Raw Data" Is an Oxymoron392 cited
  • 2013Undefined By Data: A Survey of Big Data Definitions385 cited

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Cited by

  • 2019Challenges in Using Big Data to Develop Decision Support Systems for Social Work in Germany44 cited
  • 2023Contextual social valences for artificial intelligence: anticipation that matters in social work39 cited
  • 2021From satisficing to artificing: The evolution of administrative decision-making in the age of the algorithm29 cited
  • 2019The Development of Algorithmically Based Decision-Making Systems in Children’s Protective Services: Is Administrative Data Good Enough?27 cited
  • 2020Predictive Analytics and Child Welfare: Toward Data Justice26 cited
  • 2017Creating Transparency through Electronic Information Systems: Opportunities and Pitfalls24 cited
  • 2017Inquiry-Based Learning about Technologies in Social Work Education22 cited
  • 2016Predictive Risk Modelling to Prevent Child Maltreatment: Insights and Implications from Aotearoa/New Zealand22 cited
  • 2022Making sense of decision support systems: Rationales, translations and potentials for critical reflections on the reality of child protection20 cited
  • 2018Towards a ‘smart’ cost–benefit tool: using machine learning to predict the costs of criminal justice policy interventions19 cited
  • 2017Human Services and the Fourth Industrial Revolution: From husITa 1987 to husITa 201614 cited
  • 2019What Can “Big Data” Methods Offer Human Services Research on Organizations and Communities?12 cited
  • 2020Digitalisierung in der Kinder- und Jugendhilfe und im Kinderschutz: Von Risikoeinschätzungsbögen über Fallbearbeitungssoftware bis zu Big Data8 cited
  • 2023Big Data in Driving Greener Social Welfare and Sustainable Environmental Management8 cited
  • 2021What kind of social work in what kind of virtual space?7 cited
  • 2019Theory in Social Work Science7 cited