Question 3 of 6 Fundamentals Scenario
How can you quantify liquid-handler accuracy and precision?
Short answer
Measure liquid-handler trueness or bias against target volume and precision across repeated dispenses, using an appropriate validated volumetric method and reporting uncertainty and test conditions.
Why
For a nominal 10 µL transfer, collect repeated measurements across channels, plate positions and operating runs. A suitable gravimetric or photometric method can estimate delivered volume, provided density, evaporation, calibration and method limits are controlled. Calculate mean measured volume, bias as measured minus target, relative bias in percent, standard deviation and coefficient of variation.
The word accuracy is often used broadly, but trueness captures systematic closeness to target while precision measures spread. Distinguish repeatability from variability across days or operators. ISO 23783 provides the relevant terminology, procedures and reporting concepts for automated liquid handlers.
An example with a mean of 9.7 µL and a CV of 0.5% is very precise but biased low. Acceptance limits must reflect intended assay tolerance, not be invented from a universal percentage.
Common mistakes
- Calling a method accurate because the CV is low, even when the mean volume is wrong
The interviewer might ask next
How would you compare two robots when the volume measurement itself has appreciable uncertainty?