Related Experiment Video
Updated: Jan 2, 2026

The Motivation for Alcohol Reward: Predictors of Progressive-Ratio Intravenous Alcohol Self-Administration in Humans
Published on: April 28, 2022
Breath alcohol measurement variability associated with different instrumentation and protocols
1Breath Alcohol Test Section, Washington State Patrol, 811 East Roanoke, Seattle, WA 98102, USA.
Estimating standard deviation (S.D.) in breath alcohol tests is crucial for accuracy. This study developed models using duplicate test data to predict S.D. based on alcohol concentration, improving uncertainty calculations.
Area of Science:
- Forensic Science
- Analytical Chemistry
- Toxicology
Background:
- Breath alcohol measurement variability arises from instrumental, procedural, and biological factors.
- Accurate standard deviation (S.D.) estimates are essential for calculating measurement uncertainty and confidence intervals.
- Existing methods for S.D. estimation can be concentration-dependent.
Purpose of the Study:
- To derive predictive models for standard deviation (S.D.) as a function of alcohol concentration.
- To analyze duplicate breath test data from multiple jurisdictions and instruments.
- To provide a method for estimating S.D. for breath alcohol measurements.
Main Methods:
- Analysis of duplicate breath alcohol test data from four US state jurisdictions.
- Utilized data from specific instruments: Drager 7110, Intoxilyzer 5000, BAC Datamaster, and Intoximeter EC/IR.
- Developed regression models to predict S.D. based on measured alcohol concentration.
Main Results:
- All analyzed jurisdiction/instrument combinations showed forensically acceptable variation.
- A general linear increase in standard deviation with increasing alcohol concentration was observed.
- The findings are consistent with a multiplicative error model for breath alcohol testing.
Conclusions:
- The derived models provide reliable estimates of standard deviation for breath alcohol measurements.
- These models can be used by jurisdictions not performing duplicate analyses to estimate S.D.
- The study enhances the accuracy and reliability of breath alcohol testing uncertainty calculations.
Related Concept Videos
Uncertainty in Measurement: Reading Instruments
Uncertainty in Measurement: Accuracy and Precision
Instrument Calibration
Analytical Balance Calibration
An analytical balance measures mass and requires regular calibration to...
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Errors occurring during blood pressure monitoring
Several factors...
Atomic Absorption Spectroscopy: Interference
Spectral interference occurs when signals from other elements or molecules overlap with the analyte signal, falsely elevating or masking the analyte's absorbance. This interference can be corrected using Zeeman,...

