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Social equity in the data era: A systematic literature review of data‐driven public service research
16 references·9 citing·50 second hop
Social equity in the data era: A systematic literature review of data‐driven public service research (2022)Social equity in the data era: A systemat…Accountable Artificial Intelligence: Holding Algorithms to Account (2020)Accountable Artificial Intell…Technocolonialism: Digital Innovation and Data Practices in the Humanitarian Response to Refugee Crises (2019)Technocolonialism: Digital In…Discrimination in the Age of Algorithms (2018)Discrimination in the Age of …Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)Automating Inequality: How Hi…What is data justice? The case for connecting digital rights and freedoms globally (2017)What is data justice? 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(1996)Using Technology and Constituting Structures: A Practice Lens for Studying Technology in Organizations (2000)Lean government and platform-based governance—Doing more with less (2012)Open data policies, their implementation and impact: A framework for comparison (2014)Planning and designing open government data programs: An ecosystem approach (2016)Developing fully functional E-government: A four stage model (2001)Procedures for Performing Systematic Reviews (2004)Analysing and Assessing Accountability: A Conceptual Framework 1 (2007)Adoption of open government data among government agencies (2016)Utilization of open government data: A systematic literature review of types, conditions, effects and users (2017)The Open Innovation in Science research field: a collaborative conceptualisation approach (2020)Measuring inconsistency in meta-analyses (2003)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (2021)Development as Freedom (1999)Overcoming the tragedy of super wicked problems: constraining our future selves to ameliorate global climate change (2012)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)China's Social Credit System: An Evolving Practice of Control (2018)What is platform governance? (2019)Social Media, Echo Chambers, and Political Polarization (2020)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)A Thousand Plateaus: Capitalism and Schizophrenia (1989)Algorithms at Work: The New Contested Terrain of Control (2019)Content moderation, AI, and the question of scale (2020)Humans and Technology: Forms of Conjoined Agency in Organizations (2020)Pandora's Hope: Essays on the Reality of Science Studies (2000)CRITICAL QUESTIONS FOR BIG DATA (2012)Fairness in Machine Learning: Lessons from Political Philosophy (2017)Discriminated by an algorithm: a systematic review of discrimination and fairness by algorithmic decision-making in the context of HR recruitment and HR development (2020)The Ethics of Artificial Intelligence (2023)Dilemmas in a general theory of planning (1973)Fairness and Abstraction in Sociotechnical Systems (2019)What Do Platforms Do? Understanding the Gig Economy (2020)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Accountability in Artificial Intelligence: What It Is and How It Works (2022)Explaining Why the Computer Says No: Algorithmic Transparency Affects the Perceived Trustworthiness of Automated Decision‐Making (2022)Human–AI Interactions in Public Sector Decision Making: “Automation Bias” and “Selective Adherence” to Algorithmic Advice (2022)The social power of algorithms (2016)Thinking critically about and researching algorithms (2016)When data is capital: Datafication, accumulation, and extraction (2019)
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References

  • 2009The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration10,571 cited
  • 2018Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor3,279 cited
  • 2012Benefits, Adoption Barriers and Myths of Open Data and Open Government2,053 cited
  • 2014The Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences1,463 cited
  • 2015A systematic review of open government data initiatives925 cited
  • 2017Big Data Surveillance: The Case of Policing866 cited
  • 2017What is data justice? The case for connecting digital rights and freedoms globally798 cited
  • 2020Accountable Artificial Intelligence: Holding Algorithms to Account647 cited
  • 2012Open government: connecting vision and voice548 cited
  • 2017Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data511 cited
  • 201625 Years of Transparency Research: Evidence and Future Directions511 cited
  • 2018Discrimination in the Age of Algorithms400 cited
  • 2015Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information388 cited
  • 2019Technocolonialism: Digital Innovation and Data Practices in the Humanitarian Response to Refugee Crises

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375 cited
  • 2016The challenges and limits of big data algorithms in technocratic governance361 cited
  • 2012Transport poverty meets the digital divide: accessibility and connectivity in rural communities354 cited
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    • 2025A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research15 cited
    • 2024Integrating Equity in Public Sector Data-Driven Decision Making: Exploring the Desired Futures of Underserved Stakeholders14 cited
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    • 2024From local government to local governance: A systematic literature review and future research agenda12 cited
    • 2024Managing Social Equity: Insights from Local Public Managers7 cited
    • 2023Public management frontiers in guaranteed income programs: Advancing implementation5 cited
    • 2026Breaking barriers: Evaluating accessibility in local government online platforms for individuals with disabilities1 cited