Does Censoring Distort Owner Response-Time Measurements?

1. Preregister question, population, and exclusions. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 1 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

2. Freeze source versions and observation windows. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 2 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

3. Define outcomes before viewing results. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 3 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

4. Calibrate independent first reviews. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 4 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

5. Sample routine and boundary cases. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 5 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

6. Retain disagreements before consensus. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 6 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

7. Analyze denominators and missingness. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 7 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

8. Test alternative definitions and thresholds. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 8 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

9. Link remediation to observed evidence. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 9 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

10. Publish limitations beside every finding. For “Does Censoring Distort Owner Response-Time Measurements?,” the protocol records the eligible population, source systems, timestamps, reviewer roles, first-pass classification, confidence, owner dependency, downstream consequence, and unavailable evidence. Stage 10 of owner-response-latency-censoring-study reports counts, denominators, exclusions, missingness, disagreement, correction, reversal, reopening, and unresolved status. Protected narratives remain in approved systems while analysis uses stable references and minimum-necessary fields. The method can characterize observed operating records; it cannot prove causation, legal compliance, universal provider quality, intent, or a promised business outcome. An accountable client owner decides whether the evidence supports a process change, and any remediation receives an owner, due date, implementation event, verification test, and residual limitation.

Accessed 2026-10-12. These authoritative sources support governance privacy security records and statistical method the declared protocol and client policy govern the specific study.