REFLOW Collaborative Governance Toolkit
  • About the toolkit
  • The REFLOW Project
  • The theory behind the Toolkit
    • Setting the scene
      • What is Collaborative Governance?
      • What is a Circular Transition?
      • What is a Governance Toolkit?
        • A Beginner’s Guide to Enabling Open Government
        • Ethics & Algorithms Toolkit
        • Data Collaboratives
        • DemTools
        • Making Sense toolkit
        • D-CENT
        • DECODE
      • Why another toolkit?
    • The RCG Toolkit
      • Foundational elements
        • The REFLOW Collaborative Governance Framework
        • The Collaborative Governance Transition Journey
        • The Portfolio Approach
    • The Activity Matrix
      • Toolkit Activity Matrix
      • Toolkit Activity Menu
        • Understand
          • Rapid Policy Preview
          • Commons-based Sectoral Innovations
          • Future of Governance Trends
          • Use Cases Development
          • Provocation & Strategic Narrative
        • Define
          • Visioning & Scoping Workshops
          • Governance Experiments Workshops
          • Stakeholders Mapping
          • Governance Systems Mapping
          • Journey Mapping
          • Proofs of Concept
        • Make
          • Dynamic Stakeholders Mapping
          • Art of Hosting
          • Coaching
        • Release
          • Governance Assessment
          • Sustainability Plans
      • Example: Vejle's journey
  • TOOLS
    • Portfolio Canvas
  • Other references
    • Toolkits on Open Government and Public Innovation
    • Tools on Circular Economy
      • Understand
      • Define
      • Make
      • Release
    • REFLOW Pilots' Circular Economy Policy Screening
      • Amsterdam
      • Berlin
      • Cluj-Napoca
      • Milan
      • Paris
      • Vejle
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  1. The theory behind the Toolkit
  2. Setting the scene
  3. What is a Governance Toolkit?

Ethics & Algorithms Toolkit

PreviousA Beginner’s Guide to Enabling Open GovernmentNextData Collaboratives

Last updated 4 years ago

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The Ethics & Algorithms Toolkit is a toolkit that focuses on government data. It was developed through the collaboration of GovEx (John Hopkins University), Harvard DataSmart (Harvard University), the City and County of San Francisco and the Data Community DC. The tools curated are mostly intended for those building or acquiring algorithms in the government sector, without excluding anybody else who could find it useful. The toolkit aims to elicit conversation, encourage risk evaluation as a team and catalyze proactive mitigation strategy planning. The toolkit focuses on risk assessment through data analysis and includes two parts: Assess Algorithm Risk and Manage Algorithm Risk. Therefore, knowledge on data science concepts and/or experience with algorithms would be necessary for its use.

Ethics & Algorithms Toolkit (beta)