Understand the various associated terminologies
The following terms are used here and in literature elsewhere to discuss reference materials.
Over and above the ISO accreditation system and relevant to mineral laboratories are the Best Practice Laboratory QA/QC systems developed for pathology laboratories through the work of Dr James O. Westgard. “Westgard Rules”. These are multi-rule QC rules that use Control Samples (CRM's) to help analyse whether an analytical run is in-control or out-of-control and should be used by both the laboratory and the customer to monitor that the laboratory’s “Best Practice” procedures are actually working.
Ideally, in the mining and exploration industries, a cost effective "Best Practice" sampling and assay program should at least be recording the following statistics for its internal Quality Management Program:
- The laboratory bias (for the particular method used). This should be very low for samples close to the mine cut-off grade and for very high grade samples. It can be higher for less revenue sensitive analyses, such as for tailings or for geochem programs.
- The relative standard deviation (RSD) or coefficient of variation (CV) for the control sample results. It is important to consider that the single laboratory’s Control Sample RSD should be lower than the RSD from inter-laboratory testing; but the laboratory's Control Limits must still be within the Control Limits derived from the inter-laboratory testing.
- The error detection rate (the critical systematic error). How many of the laboratory errors identified by Control Samples turn out to be real errors upon careful investigation; and not false alarms.
- The false error detection rate. How many of the laboratory errors identified turn out to be false alarms.