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Biostatistics & Epidemiology

Levey-Jennings QC Chart Formula: z-Score (1_2s / 1_3s), SDI & Peer CV Ratio (CVR)

Monitor daily clinical laboratory quality-control runs on a Levey-Jennings chart via QC z-score (x_QC - Mean) / SD (flagging 1_2s warning and 1_3s rejection) and inter-laboratory proficiency SDI & CVR.

Catch reagent drift and calibration shifts before patient results leave the analyzer!

Introduced to clinical pathology by Stanley Levey and E. R. Jennings (1950, Am. J. Clin. Pathol.) adapting Walter Shewhart’s industrial control charts, a Levey-Jennings Chart plots daily QC control-material measurements x_QC around established target Mean and analytical Standard Deviation s (with horizontal reference bands at +/- 1s, +/- 2s, and +/- 3s)! Converting each run into its standardized QC z-score z = (x_QC - Mean) / s immediately triggers Westgard single-run rules: |z| > 3.0 triggers 1_3s Out-of-Control Rejection (99.73% Gaussian confidence of analytical error — hold patient run!), while 2.0 < |z| <= 3.0 triggers a 1_2s Warning to inspect 2_2s, R_4s, and 4_1s multi-rules!

Furthermore, monthly inter-laboratory peer proficiency programs benchmark your lab’s Mean and SD against hundreds of peer analyzers via Standard Deviation Index SDI = (Lab_Mean - Peer_Mean) / Peer_SD (target |SDI| < 1.5, unacceptable >= 2.0) and Coefficient of Variation Ratio CVR = Lab_CV% / Peer_CV% (target CVR < 1.5)!

Levey-Jennings / Peer QC MetricFormulaClinical Lab Action Threshold
Daily Run z-Score (z_QC)(x_QC - Lab_Mean) / Lab_SD|z| <= 2.0 In-Control | > 2.0 1_2s Warn | > 3.0 1_3s Reject
Inter-Lab Trueness Index (SDI)(Lab_Mean - Peer_Mean) / Peer_SD|SDI| < 1.0 Ideal | 1.5–1.99 Warn | >= 2.0 Bias Shift
Inter-Lab Imprecision Ratio (CVR)Lab_CV% / Peer_CV%CVR < 1.0 Better than Peer | >= 1.5 Excess Noise

Levey-Jennings Daily QC Run z-Score & 1_2s / 1_3s Status

Computes signed z = (x_QC - Lab_Mean) / Lab_SD across today’s QC result B2, Lab Mean B3, and Lab SD B4 > 0.

=IF(B4 <= 0, "Requires Lab QC Standard Deviation > 0", ROUND((B2 - B3) / B4, 2))

Westgard Single-Run 1_2s Warning / 1_3s Rejection Decision Gate + Peer SDI

Flags In-Control (|z| <= 2), 1_2s Warning (2 < |z| <= 3), or 1_3s Reject Run (|z| > 3).

=IF(B4 <= 0, "Requires Lab QC Standard Deviation > 0", IF(ABS((B2 - B3) / B4) > 3, "1_3s REJECT RUN (|z| > 3s): Hold Patient Results & Troubleshoot", IF(ABS((B2 - B3) / B4) > 2, "1_2s WARNING (2s < |z| <= 3s): Check 2_2s, R_4s & 4_1s Rules", "In-Control Run (|z| <= 2s)")))

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