Each systemic data ethics domain prioritises a specific form of value. In designing ethical processes, and supporting multi-stakeholder work, understanding and clarifying the priorities (biases) of each domain makes it possible to better manage conflict and support collaboration.
Domain values
View of values
modality
value
modality
value
Outputs
16
Hierarchy
Auditability
Clarity
Practicality
Efficiency
Accuracy
Prioritisation
Freedom
Speed
Skill
Feedback
Diversity
Teamwork
Psychological safety
Feelings
Principles
Impact
15
Business value
Benificence
Quality
Resource allocation
Planning
Meaning
Risk management
Security
Consistency
Process
Long term vision
Skills
Technology
Law
Documentation
Outcomes
14
Communication
Fairness
Information
Exploration
Human rights
Community
Quality
Discoverability
Anonymity
Openness
Operational effectiveness
Control
Interface
Tools
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