QUALITY MANAGEMENT Area IQC & intervals Patient-based signals Delta / correlation Lot & comparability Metric QC plan compliance Patient medians/ moving averages stability Validated alerts resolved on time
First-pass lot acceptance, inter-analyser bias
Target / trigger Stable/low failure rate Accountability Owners: Section Leads. Evidence: QC plan, monthly QC summary.
Within agreed drift limit, investigation Owners: Section + IT. opened (and actioned!) if exceeded
e.g., ≥95% resolved within target; thresholds tuned after review
≥X% first-pass acceptance, bias within APS
TAT (clinical risk based) % compliance to tiered/risk based targets; e.g., ≥95% by risk based time, near-breach interventions
Residual-risk & CAPA Governance reporting
Actions closed on evidence; repeat events
Single monthly view repeats trending down
Dashboard exported/filed/ presented each month
interventions recorded pre-breach e.g., ≥95% actions closed on time,
Evidence: trend plots, investigation log. Owners: IT, Section.
Evidence: alert audit trail, rule change log. Owners: Section, EQA/IQC.
Evidence: lot records, bias report. Owners: Ops, Quality, Clinical.
Evidence: TAT dashboard, intervention log. Owners: Quality, Section.
Evidence: residual-risk notes; CAPA tracker. Owners: Quality, IT.
Evidence: monthly report
Table 4. Key Performance Indicators (KPI) linked to the risk process. IQC: Internal Quality Control, APS: Analytical Performance Specifications, EQA: External Quality Assessment, CAPA: Corrective and Preventative Action.
Focus Monthly forum Residual-risk note Change control Effectiveness check Audit schedule What happens
Review the dashboard (QC vs APS/Sigma, PBRTQC, lot/EQA, inter-analyser bias, TAT, CAPA status)
One page per method/pathway: current risk, action, owner, due date
Interim check after method/lot/ LIS/threshold change
Close CAPA on evidence Assurance follows risk
Trigger / output 45–60 min meeting,
decisions recorded live Issued/updated every meeting Bring early-use data;
confirm or adjust controls QC within tolerance,
PBRTQC stable, TAT on target Review based on risk, adjust based
on performance, risk can change with implementation of control measures
Accountability
Owners: Quality, Director, Section Leads. Evidence: agenda/minutes filed.
Owners: Section Leads.
Evidence: notes in QMS, tracker updated. Owners: Section + IT. Evidence: change log,
verification addendum. Owners: Quality, Section.
Evidence: KPI trend, closure notes. Owners: Governance, Quality.
Evidence: audit schedule; findings linked to risk notes.
Table 5. Review process of risk-based performance: QC: Quality Control, APOS: Analytical Performance Specifications, PBRTQC: Patient Based Real Time Quality Control, EQA: External Quality Assessment, CAPA: Corrective and Preventative Actions, QMS: Quality Management System, LIS: Laboratory information System, KPI: Key Performance Indicator
from principle into practice. Start by understanding the work (process mapping, FMEA/FTA) and setting a clear risk policy linked to clinical decision limits. Build proportionate controls: design QC by APS and Sigma and treat the QC interval itself as a safety decision. Extend
surveillance beyond IQC with patient- based indicators (patient medians/moving averages, delta and correlation rules) and structured lot-to-lot checks, all automated in LIS/middleware with audit trails. Manage turnaround time as a clinical risk using tiered targets, live monitoring
and early escalation, not averages. Hold one monthly, integrated review that brings QC, external signals, lot/EQA context and TAT into a single decision, issuing a short residual-risk note with owners and dates, and adjusting audit effort to match risk. Adopt the pattern on
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