University Data Governance Committee (UDGC)
Purpose: Set institutional policy, maintain data standards, and oversee governance execution across all domains.
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Chair, Chief Data Officer (CDO)
- Sponsors governance, leads UDGC meetings, sets strategy (~0.2 FTE)
- Liaises with executive leadership
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Program Manager / Secretariat
- Administers governance workflows, scheduling, documentation (~0.5 FTE)
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Domain Representatives (Research, Clinical Ops, Finance, Student Services)
- Advocate domain priorities, ensure policy alignment downstream (~0.1–0.2 FTE each)
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Campus Privacy Officer (CPO) / Compliance Lead
Domain Sub-Committees (Research, Clinical Ops, Finance, Student Services)
Purpose: Customize access workflows, compliance frameworks, and data definitions per domain.
Role | Responsibilities | Effort |
---|---|---|
Domain Data Steward | Maintains metadata standards, defines key data elements, responds to data-related inquiries (~0.25–0.5 FTE) (Wikipedia) | 0.3–0.5 FTE |
Compliance Approver / Reviewer | Approves access requests per domain-specific criteria (e.g., IRB sign-off / supervisor approval) | ~0.2 FTE |
Domain Data Custodian | Coordinates with platform team on transformations, data ingestion, and ensures stewardship enforcement (~0.25 FTE) (Wikipedia) | ~0.25 FTE |
Informatics Platform Engineering Team
Your core group running the platform infrastructure and user support.
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Platform Engineering Lead / Senior Engineer
- Oversees Azure + Databricks infrastructure, upgrades, runtime maintenance, security patches (1 FTE)
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Access & Compliance Engineer
- Manages RBAC implementation, access provisioning, audit logging, policy enforcement (1 FTE)
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User Support & Documentation Specialist
- Creates onboarding materials, runs training sessions, handles user queries (~0.5 FTE)
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Reporting / Audit Automation Engineer
- Builds dashboards for governance KPIs, automates compliance reports (~0.5 FTE)
Training, Literacy, & Community Support
Purpose: Build data capability across the institution and maintain community-based support.
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Enterprise Data Steward / Instructor
- Designs training curricula, runs workshops across domains (~0.5 FTE)
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Data Steward Peer Network (cross-domain)
- Domain-level stewards collaborate for best practices, share updates (~collective >0 FTE)
Key Role Definitions (from external standards)
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Data Steward
- The business-facing role accountable for data definitions, quality, metadata governance, and fitness for purpose. A steward connects governance policy to team-level usage. (Wikipedia, Wikipedia, Royal Society)
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Data Custodian
- The technical role responsible for system-level control: data integrity, storage, versioning, access controls, and technical enforcement of governance rules. (Wikipedia)
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Campus Privacy Officer (CPO)
- Oversees institutional privacy policy compliance (FERPA, HIPAA, learning analytics). Advises domain sub-groups and UDGC on regulatory obligations. (Wikipedia)
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Chief Medical Informatics Officer (CMIO) (if clinical domain includes physician leadership)
- Provides clinical informatics oversight—particularly needed for clinical operations workflows and governance integration with hospital systems. (Wikipedia)
Summary Table: Heads & Effort Estimate
Team | Role | Effort |
---|---|---|
UDGC | CDO (Chair) | 0.2 FTE |
UDGC | Governance Program Manager | 0.5 FTE |
Domain Sub-Committees | Data Steward (each domain) | ~0.3–0.5 FTE |
Domain Sub-Committees | Compliance Approver (each domain) | ~0.2 FTE |
Platform Team | Platform Engineering Lead | 1 FTE |
Platform Team | Access & Compliance Engineer | 1 FTE |
Platform Team | Documentation & Support Specialist | 0.5 FTE |
Platform Team | Reporting / Audit Engineer | 0.5 FTE |
Training / Literacy | Enterprise Data Steward / Instructor | 0.5 FTE |
Community / Peer Network | Data Steward Network | Distributed, fractional |
Adoption Examples from Peer Institutions
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Stanford Medicine’s STARR / SDSR:
- Utilizes a robust infrastructure for patient record ingestion, self-service analytics tools, and a governance layer that separates self-service from concierge access. Domain stewards and compliance leads are embedded alongside technical operations. (Wikipedia, ResearchGate, ResearchGate)
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Duke University Protected Network:
- Combines domain-specific isolation via virtual enclaves with centralized platform control. Roles of both stewards and custodians are clearly delineated between business-led governance and technical operations. (arXiv)
Case studies of hospital data governance highlight the importance of a separate clinical data governance role interacting with domain approval workflows while aligning with central architecture. (YouTube)
This structure ensures clarity of responsibilities, compliance alignment, and scalable analytics delivery across a university with a medical center, grounded in proven practices from peer institutions.