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Dimension: Learning Speed

Collectivize data

Ability to make data open and easily available to researchers.

MINIMAL
EXTREME
Maturity
Opportunity
Importance
Neglectedness
Transnational
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How this is performed now...

Process organizers
Process organizers work in a decentralized manner to share and coordinate on research and learning.
Citizens' assembly organizers
Citizens' assembly organizers collaborate with researchers in an uncoordinated manner, often resulting in missed opportunities for data gathering, research or evaluation.

Related Product Gaps

Research Observatory

Urgent
Research hub that coordinates deliberation data, standardized evaluations, and researcher-practitioner collaboration, providing secure access to historical process data, optimizing limited participant research time, and developing comparative evaluation frameworks for the field.
Impact
Scale
Related Capabilities: Collectivize data

Related Goals and Research Questions

Goal: Research data from deliberative processes that is accessible to researchers under standardized ethical frameworks

What combination of technical infrastructure, governance structures, and consent protocols enables researchers to access deliberative process data at scale while preserving participant privacy and data integrity?

Ethics & Philosophy Public Policy & Law
Related Capability: Collectivize data

How do standardized consent frameworks that specify permitted research uses affect both researcher access rates and participant willingness to contribute data, and what consent design achieves the best balance?

Ethics & Philosophy
Related Capability: Collectivize data

Related Resources

Participedia

A crowdsourcing platform for case studies and process metadata.
Infrastructure

CIP's Global Dialogues

Global AI Dialogues, built in partnership with Remesh and Prolific, creates the infrastructure for regular global public input into the future of AI. The approach utilizes a structured collective dialogue process combining demographic data collection via Prolific, and deliberative discussion and ...
Experimental Practice
CIP