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. Author manuscript; available in PMC: 2012 Jul 1.
Published in final edited form as: Addiction. 2011 May 27;106(7):1325–1334. doi: 10.1111/j.1360-0443.2011.03441.x

Table 3.

Performance of biochemical indicators and combinations with self-report as the reference measure.

Biochemical indicator Biochemical
indicator cut-off
True
positives
True
negatives
False
positives
False
negatives
Sensitivity
Specificity
Efficiency
Positive
likelihood
ratio
Negative
likelihood
ratio
Positive
predictive
value (%)
Negative
predictive
value (%)
(%) (%) (%)
Breath CO ≥5 85 80 2 5 94.4 97.6 95.9 38.72 0.06 97.7 94.1
Urine NicAlert ≥3 83 80 2 7 92.2 97.6 94.8 37.80 0.08 97.7 92.0
Saliva NicAlert ≥1 69 70 12 21 76.7 85.4 80.8 5.23 0.27 85.2 76.9
Breath CO/urine NicAlert ≥5/≥3 88 78 4 2 97.8 95.1 96.5 20.04 0.02 95.7 97.5
Breath CO/saliva NicAlert ≥5/≥1 88 68 14 2 97.8 82.9 90.7 5.73 0.03 86.3 91.1
Urine NicAlert/saliva NicAlert ≥3/≥1 89 69 13 1 98.9 84.2 91.9 6.24 0.01 87.3 98.6

True positive: self-reported smoker and indicator smoker. True negative: self-reported non-smoker and indicator non-smoker. False positive: self-reported non-smoker and indicator smoker. False negative: self-reported smoker and indicator non-smoker. CO: carbon monoxide. NicAlert is a Registered Trademark.