Implementation example

FHIR resources for healthcare interop

FHIR-native refusal, appeal, and repair workflows for payers, providers, and regulators.

Target

Healthcare payers, providers, and regulators

If you care about healthcare, this is non-optional. FHIR is the sanctioned exchange substrate in U.S. health, and TEFCA rides on top of it.

Overview

Why FHIR has to carry refusal and repair

Healthcare interoperability demands that denial and repair become exchangeable data.

FHIR is how U.S. healthcare systems move data between payers, providers, and regulators. If refusal and repair are not in the exchange substrate, they vanish at the moment a decision crosses organizational boundaries.

Ethotechnics treats refusals, appeals, and repair as first-class healthcare data so intervention rights remain visible, time-bound, and enforceable in every system that touches the decision.

Standard governance

What standard AI governance implements

Process notes and case logs that do not travel with the clinical record.

  • Decisioning logic captured in payer or provider-specific case systems.
  • Denials stored as narrative notes or PDF attachments.
  • Appeals tracked in separate customer service workflows.
  • Repair actions logged internally without interoperable status data.
  • Regulators left to reconstruct timelines from siloed audit trails.

Ethotechnics implementation

What changes when FHIR is the control plane

FHIR profiles that make refusal, appeal, and repair real healthcare data.

  • Ship custom FHIR profiles for Decision, Denial, Appeal, RepairStatus, and PendingClock resources.
  • Treat denial as a structured resource that references the clinical decision, reason codes, and responsible authority.
  • Represent appeals as stateful resources with SLA clocks, escalation paths, and required evidence attachments.
  • Publish repair status updates that flow to every system touched by the decision, including provider EHRs and regulator dashboards.
  • Expose pending clocks as interoperable countdowns so time-to-repair is visible and enforceable across organizations.

Implementation checklist

Signals to verify before launch

Confirm that refusal and repair survive cross-organizational exchange.

  • Register custom FHIR profiles and ensure they validate in payer + provider stacks.
  • Map denial reasons to standardized codes and publish them through the Denial resource.
  • Guarantee Appeal status transitions update downstream systems within stated clocks.
  • Expose PendingClock resources through TEFCA-compatible exchange endpoints.
  • Publish RepairStatus updates as auditable evidence for regulators and care teams.

Scholarly metadata

Authorship

Contact: standards@ethotechnics.org

Publication details

  • Published: Feb 1, 2025
  • Last updated: Feb 1, 2025
  • Version: v1.0.0
  • DOI: Pending Zenodo deposit

License: CC BY 4.0

Credit Ethotechnics Institute Standards Office, include page title + version, and link to the canonical permalink.

Archive snapshot: Wayback capture

Changelog

  • v1.0.0 · 2025-02-01 — Published the FHIR interoperability implementation comparison.

Copy citation (APA/BibTeX)

Cite this implementation example Formats: APA, MLA, Chicago, BibTeX, RIS

Version

v1.0.0

Last updated

Feb 1, 2025

DOI

Pending Zenodo deposit

APA

Ethotechnics Standards Office. (2025). FHIR resources for healthcare interop. Ethotechnics Institute. https://ethotechnics.org/standards/implementation-examples/fhir-resources

MLA

Ethotechnics Standards Office. "FHIR resources for healthcare interop." Ethotechnics Institute, 2025, https://ethotechnics.org/standards/implementation-examples/fhir-resources.

Chicago

Ethotechnics Standards Office. "FHIR resources for healthcare interop." Ethotechnics Institute. Feb 1, 2025. https://ethotechnics.org/standards/implementation-examples/fhir-resources.

BibTeX

@misc{ethotechnics_standards_implementation_examples_fhir_resources,
  title={FHIR resources for healthcare interop},
  author={Ethotechnics Standards Office},
  year={2025},
  howpublished={Ethotechnics Institute},
  url={https://ethotechnics.org/standards/implementation-examples/fhir-resources},
  version={v1.0.0}
}

RIS

TY  - WEB
TI  - FHIR resources for healthcare interop
AU  - Ethotechnics Standards Office
PY  - 2025
UR  - https://ethotechnics.org/standards/implementation-examples/fhir-resources
ER  -

See also: Standards · Mechanisms