Safety, quality & education

The Accuracy of the Learning-Curve Cumulative Sum Method in Assessing Brachial Plexus Block Competency

Anesth AnalgPublished Diagnostic accuracy study

Authors' conclusion

The LC-CUSUM and RA-LC-CUSUM methods were associated with substantial false-positive and false-negative rates.

Study context

Population
Anesthesia residents performing brachial plexus blocks (BPBs)1,713 BPB
Participants
32 residents
Comparison
Learning-curve cumulative sum method (LC-CUSUM) vs RA-LC-CUSUM for assessing brachial plexus block competency
Outcome
Accuracy of LC-CUSUM forms vs reference competency (maximum 15% cumulative failure rate)
Methodological detailshistorical data, multilevel logistic regression risk adjustment
  • Historical data
  • Multilevel logistic regression risk adjustment

Performance

As reported in the abstract

Accuracy for competency
Test or modelSensitivitySpecificity
LC-CUSUM
85% (95% CI, 71%-98%)Sensitivity on a scale from 0 to 100 percent
67% (95% CI, 29%-100%)Specificity on a scale from 0 to 100 percent
RA-LC-CUSUM
77% (95% CI, 61%-93%)Sensitivity on a scale from 0 to 100 percent
67% (95% CI, 29%-100%)Specificity on a scale from 0 to 100 percent

Sensitivity

LC-CUSUM85% (95% CI, 71%-98%)
RA-LC-CUSUM77% (95% CI, 61%-93%)
Sensitivity on a scale from 0 to 100 percent

Specificity

LC-CUSUM67% (95% CI, 29%-100%)
RA-LC-CUSUM67% (95% CI, 29%-100%)
Specificity on a scale from 0 to 100 percent
  • RA-LC-CUSUM vs LC-CUSUM: P = 0.15 — similar
  • RA-LC-CUSUM vs LC-CUSUM: P = 1 — identical

Further findings

Residents attaining competency and blocks needed

P = 0.001

Median blocks to competency LC-CUSUM 18.5 (IQR, 14-23) · RA-LC-CUSUM 17.5 (IQR, 14-25)

Median

OutcomeLC-CUSUMRA-LC-CUSUMP value
Failure rate at reaching competency6.5% (IQR 4%–9.75%)6.5% (IQR 4%–9%)P = 0.37

Original publication

The Accuracy of the Learning-Curve Cumulative Sum Method in Assessing Brachial Plexus Block Competency. Anesth Analg. Published 11 June 2024. doi:10.1213/ane.0000000000006928

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