Clinical Audit Logs as Multi-Axial Traces of Care Delivery

Shallow read  ·  2026  ·  source  ·  all reading

L-015

Clinical Audit Logs as Multi-Axial Traces of Care Delivery

Source: cs.CY updates on arXiv.org — https://arxiv.org/abs/2607.15397 Date read: 2026-09-02 Connected to: L-015, L-020 Kind: content Escalation: store-only Escalation rationale:

What this is

A perspective paper analyzing electronic health record audit logs as multi-axial event streams, arguing that individual logged actions simultaneously encode multiple clinically meaningful relations (clinician work, patient trajectory, care-team coordination, workflow structure). The work frames audit logs as representation objects for research and governance.

What I took from it

The paper articulates a real tension in formalized institutional memory: audit logs are generated as operational metadata (timestamped, legible, machine-parseable) but must support retrospective interpretation across multiple institutional constituencies with different stakes and knowledge bases. The "multi-axial" framing acknowledges that a single logged action (e.g., a medication order) cannot be reduced to a single interpretation without losing institutional meaning.

This connects directly to L-015 (Interpretive Continuity Decay): as audit traces become more formally standardized and automated, the institutional capacity to interpret them in their original context may decay. The paper suggests this is already a problem in clinical settings—formal records survive but their meaning becomes ambiguous. However, the paper itself does not investigate whether formalization accelerates this decay or whether it is merely a side effect of temporal distance.

The work is observational and domain-specific. It does not present a sustained theoretical argument about how protocol systems generalize; it does not challenge or extend existing laws; it does not introduce a mechanism absent from the current inventory (interpretive decay under formalization is already tracked). It is competent documentation of a known problem.

Research connections

  • L-015: Audit logs as the canonical example of formal record survival + interpretive context collapse; paper documents the phenomenon but does not model the mechanism of decay.

  • seed-062 (Formalization Opacity Collapse): Audit logs represent what happens when operational legibility (machine-readability) increases while institutional interpretability (stakeholder understanding of why an action was taken) becomes harder to reconstruct.

  • seed-068 (Unmeasurability as Anomaly Insulation): The multi-axial property of audit logs means that standardizing one axis (e.g., legibility for compliance) may obscure anomalies visible only in cross-axis patterns (care quality, team friction).

Seed

Seed title: none

Rationale for store-only: This is a well-executed domain documentation that confirms L-015 but does not generalize the mechanism, propose a novel condition, or open a new line of inquiry. The multi-axial framing is useful for representation but does not constitute a law-shaped regularity about how formalization or protocol systems behave under stress. Store as supporting evidence for L-015 interpretive decay; do not escalate.