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Also known as: Data Coop
A member-owned organization that pools and manages data, granting shared benefits, collective bargaining, and control over data use.
DESCRIPTION
Data cooperatives aggregate members’ data to unlock value under democratic governance. They set policies for consent, access, revenue sharing, and ethical use. Cooperatives negotiate with data buyers and partners to protect interests and enhance transparency. They complement data trusts and commons, emphasizing member ownership and control. Emerging models support sectors like health, agriculture, and gig work, aligning incentives and privacy protections.
ALTERNATIVE DEFINITIONS
The GovLab (NYU)
Data cooperatives are organizations where people come together to pool their data, collectively govern its use, and negotiate for benefits.
Emphasizes collective governance and negotiated benefits.
Open Data Institute
Data cooperatives enable groups to share data and make decisions about its use through cooperative structures and governance.
Highlights cooperative structures and shared decision-making.
RELATED TERMS
Data Commons Data Sharing Agreement Consent Management Governance Data Monetization Cooperative Membership Model Data Stewardship Data Space
COMPETING TERMS
Data Trust Data Marketplace
KNOWLEDGE AREAS
Data Governance Data Management Data Monetization Domain & Business Context
TARGET AUDIENCE
Data Strategy Consultant Chief Data Officer Data Governance Manager Data Privacy Officer Digital Transformation Manager
EXTERNAL SOURCES
- Wikipedia - Cooperative
- Open Data Institute - Primer on data cooperatives
- The GovLab (NYU) - Overview and case studies
- OECD - Policy context for data sharing
TOP QUESTIONS
Why form a Data Cooperative?
Members gain bargaining power, transparency, and shared value while protecting privacy and control.
Category: Relevancy
How does governance work in a Data Cooperative?
Members vote on policies, consent frameworks, access, and benefit distribution through cooperative bylaws.
Category: Management
What are common mistakes when setting up a Data Cooperative?
Vague consent terms, unclear benefit models, and insufficient privacy controls erode trust.
Category: Mistakes
What risks do Data Cooperatives face?
Data misuse, governance capture, compliance breaches, and sustainability challenges require robust oversight.
Category: Risks
How do Data Cooperatives compare to Data Trusts?
Trusts delegate fiduciary stewardship; cooperatives emphasize member ownership and democratic control.
Category: Opinion
What sectors benefit most from Data Cooperatives?
Healthcare, agriculture, and gig platforms, where collective insights and bargaining are valuable.
Category: Topic
How do Data Cooperatives monetize data ethically?
Use transparent contracts, anonymization, and tiered access, returning value to members.
Category: Requirements
Who should be involved in establishing a Data Cooperative?
Members, legal counsel, privacy officers, data engineers, and governance experts.
Category: Management
Where to start learning about Data Cooperatives?
Explore ODI and GovLab resources and cooperative law guidance.
Category: Requirements