EducationHuman-in-the-loop governance and ethical risk assessmentoperational governance process demonstrated in a case study; presented as transferable guidance for institutions.

Inclusive governance workflow for responsible learning analytics

Before building analytics for students, the university brought different people together—including students—to decide what fair use should look like and what harms to avoid.

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Executive Brief

Business Problem Solved

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Value Drivers

Value Driver 1Value Driver 2

Strategic Moat

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Executive brief, technical architecture, and market positioning for this use case.

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Executive Brief•Technical•Market Signal

Technical Analysis

Model Strategy

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Data Strategy

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Implementation Complexity

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Scalability Bottleneck

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Market Signal

Adoption Stage

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Differentiation Factor

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Key Competitors

Company ACompany B

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Executive Brief•Technical•Market Signal

Part of Application

Responsible Learning Analytics Governance

1 use cases in this application

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Source

https://files.eric.ed.gov/fulltext/EJ1387174.pdf