Quick Reference¶

Complete summary of all 64 indicators across 8 domains.

All Indicators¶

ID	Indicator	Type	Class	Unit
Domain A: Data Coverage & Federation
A.1.1	Core Dataset Availability	Core	B0	S
A.1.2	Data Currency & Timeliness	Core	B0	S
A.1.3	Data Equity & Representativeness	Core	B0	S
A.2.1	Patient Identifier Infrastructure	Core	B0	S
A.2.2	Linkage Services	Core	B0	B
A.3.1	Federated Query Capability	Enh	O	B
A.3.2	UK Gateway Connectivity	Core	B0	B
A.3.3	Federation Operating Model & Assurance	Core	B0	B
A.4.1	Consented Cohort Integration	Enh	C2	S
A.4.2	Multi-Modal Data Access	Enh	C3	S
Domain B: Data Semantics & Quality
B.1.1	Common Data Model Adoption	Core	C1	B
B.1.2	Terminology Standards	Core	C1	B
B.2.1	Quality Framework & Monitoring	Core	B0	B
B.2.2	Data Documentation & Metadata	Core	B0	B
B.3.1	Curated Dataset Availability	Enh	O	B
B.3.2	Phenotype Library & Validation	Enh	O	B
Domain C: Governance & Access
C.1.1	Legal Basis for Processing	Core	B0	S
C.1.2	Legislative Environment	Enh	O	S
C.2.1	Time-to-Data	Core	B0	B
C.2.2	Data Access Committee	Core	B0	B
C.2.3	Ethics Pathway Integration	Core	B0	B
C.3.1	Mutual Recognition & Standards	Core	B0	B
C.3.2	Cross-Border Legal Alignment	Enh	O	S
C.3.3	Cross-sector Linkage Governance	Core	C6	S
C.4.1	Statistical Disclosure Control	Core	B0	V
C.4.2	Researcher Accreditation	Core	B0	B
C.4.3	Consent, Permissions & Restrictions	Core	B0	B
Domain D: Research Integration & Market
D.1.1	Active User Base	Core	Y	B
D.1.2	Research Output & Impact	Core	Y	B
D.2.1	Researcher Support & Helpdesk	Core	B0	V
D.2.2	Training & Capability Building	Enh	O	V
D.2.3	Reproducibility & Provenance Support	Core	B0	V
D.3.1	Multi-Site Research Capability	Core	B0	B
D.3.2	Commercial Access Framework	Enh	O	B
D.4.1	Trial Data & Recruitment	Enh	C4	B
Domain E: Public Trust & Transparency
E.1.1	Public Register of Data Uses	Core	B0	B
E.1.2	Annual Transparency Reporting	Core	B0	B
E.2.1	Lay Involvement in Governance	Core	B0	B
E.2.2	Public Engagement Capacity	Enh	O	B
E.3.1	Opt-Out Management	Core	B0	S
E.3.2	Public Benefit & Value	Core	B0	B
E.3.3	Legitimacy, Assurance & Learning	Core	B0	B
Domain F: Sustainability
F.1.1	Funding Horizon	Core	B0	B
F.1.2	Financial Risk Management	Enh	O	B
F.2.1	Cost Recovery & Pricing	Core	B0	B
F.2.2	Commercial Revenue & Partnerships	Enh	O	B
F.3.1	Economic Impact Assessment	Enh	Y	B
F.3.2	Value Demonstration	Enh	Y	B
Domain G: Workforce & Culture
G.1.1	Staff Capacity	Core	B0	B
G.1.2	Staff Retention & Development	Enh	O	B
G.1.3	Strategic Workforce Planning	Enh	O	B
G.2.1	Role Definition & Professionalization	Core	B0	B
G.2.2	Technical Skills	Core	B0	B
G.3.1	Service Orientation	Core	B0	V
G.3.2	Collaboration & Knowledge Sharing	Enh	O	B
Domain H: Infrastructure & Compute
H.1.1	SDE Architecture & Standards	Core	B0	V
H.1.2	User Environment & Experience	Core	B0	V
H.2.1	Compute Scalability	Core	B0	V
H.2.2	Storage & Data Management	Enh	O	V
H.3.1	Security Certification & Audit	Core	B0	V
H.3.2	Security Operations	Core	B0	V
H.3.3	Privacy-Enhancing Technologies	Enh	O	V
H.4.1	ML/AI Platform Capability	Enh	O	V
H.4.2	Responsible AI Practices	Core	C3/4	V

Legend¶

Type: Core (essential) / Enh (Enhancement — good practice)
Class: B0 (Baseline Core — mandatory), Cx (Capability x), O (Optional), Y (Outcome/Context — excluded from readiness scoring)
Unit: S (System), V (Service), B (Both)
Foundational Requirement: These 5 indicators require minimum L3 for baseline participation

Statistics¶

Category	Count
Total Indicators	64
Core Indicators	43
Enhancement Indicators	21
Baseline Core (B0)	37
Capability Core (Cx)	7
Optional (O)	16
Outcome/Context (Y)	4
Foundational Requirements	5

Source: Health Data Readiness Level Framework v1.0 — January 2026