Data Dictionary
Complete list of fields with types, allowed values, format examples, and mapping to target attributes for consistent interpretation across systems.
Well-defined import specifications reduce data loss, decrease manual reconciliation, and help maintain HIPAA-compliant handling of protected health information. They enable consistent mapping between source and destination systems, speed onboarding of third-party data providers, and support reproducible validation and audit trails required by regulators and internal risk teams.
Responsibility spans data providers, receiving system owners, and any third-party integrators to ensure secure, auditable transfers.
Chief medical or data officer who authorizes data sharing and signs agreements; confirms business and clinical requirements for the import. Responsible for approving schema changes and clinical code set use.
Technical lead who signs off on mapping, transformation scripts, and test results; accountable for deployment and rollback procedures during production imports.
| Field | Configuration |
|---|---|
| Environment | Staging | Production with separate endpoints |
| Auth Method | OAuth 2.0 or mTLS where possible |
| Failure Policy | Retry with exponential backoff; alert on repeated failures |
| Notification | Email and system logs for success/failure events |
Confirm maintenance windows, rollback procedures, and escalation contacts to reduce production risk.
Complete list of fields with types, allowed values, format examples, and mapping to target attributes for consistent interpretation across systems.
Authoritative code lists (ICD, CPT, LOINC, SNOMED) with versioning to avoid semantic drift between senders and receivers.
Field-level checks, cross-field dependencies, and rejection criteria to ensure only high-quality data is ingested into production.
Encryption, authentication, access control, and logging requirements to meet HIPAA and organizational policies.
Retry logic, error categories, and templates for sender-facing error reports to speed remediation cycles.
Sample files, test cases, and success criteria used during onboarding and periodic revalidation to maintain interoperability.
24–48 hours to confirm receipt and basic schema validation
2–5 business days for full clinical and business logic checks
Variable; initial response within 24 hours, resolution per SLA
Scheduled after successful staging tests and sign-off
48–72 hours to verify counts and clinical reconciliation
| signNow | DocuSign | Adobe Sign | PandaDoc | HelloSign | |
|---|---|---|---|---|---|
| Starting Price | $8/user/mo | $15/user/mo | $14/user/mo | $19/user/mo | $15/user/mo |
| Free Trial | 7-day free trial | Trial varies | Trial varies | Trial varies | Trial varies |
| Bulk Send | Yes | Yes | Yes | Yes | No |
| Audit Trail | Yes | Yes | Yes | Yes | Yes |
| HIPAA Compliant | Yes | Yes | Yes | No | No |
A regional health system standardized incoming lab feeds to FHIR JSON using a single mapping template
A behavioral health provider defined strict PHI minimization rules and BAAs for vendors