Quality Assurance & Quality Control Flashcards
Quality assurance
– steps designed to ensure adequate data
– 1. documentation 2. quality assessment 3. quality control
250 million analyses performed each day in North America
10% (25M) poor and have to be repeated
Cost $5 billion per year
Goal is to minimize errors through the implementation of data quality standards
That… Get the right data
Get the data right
Keep the data right
Why is this important….
Even well-executed procedures produce some false conclusions due to random
error. Quality Assurance helps reduce all other errors.
Documentation
Documentation is critical. Standard protocols provide direction for what must be
documented and how documentation is to be done.
Notebook
legal record of activities and results obtained during a procedure
Standard Operating Procedure (SOP)
– written procedure that details all steps in
performing an analysis (assures quality results, developed in house)
- includes sampling, sample prep, standards, calibration, storage, reporting
Regulatory Procedure
SOP written by regulatory bodies to ensure that analyses
performed in various labs are correct
Method validation– process of proving that an analytical method is acceptable for
the intended purpose – four basic considerations
Accuracy – nearness to the correct answer
– compare with another (validated) method
– analyze a Standard Reference Material that has a certified analyte
– concentration and a matrix similar to your sample
Specificity – ability of method to distinguish analyte from everything in matrix
Linearity – analytical signal depends directly on analyte concentration over what
range of concentrations
Precision – reproducibility of a result
Instrument precision – same sample multiple times, 1 person, same day
Intra-assay precision – aliquots of sample, 1 person, same day
Intermediate precision (ruggedness)
– aliquots of same sample, different people, different days
Quality Control
– active measures taken to ensure the accuracy and precision of
the required measurement
Performance test sample (control sample, blind sample)
samples of know concentration submitted to analyst as an unknown
– QC manager (Dr. Kiema) compares to correct concentration
Proficiency test sample
– samples of know concentration submitted to lab as an unknown
– this tests overall quality assurance procedures of lab
– out of range result can result in decertification of lab for that analysis
– not allowed to perform analysis, until investigation and corrective measures
Blank
solution identical to sample except that it does not contain any analyte.
[Analyte] = 0 theoretically should see no signal
In practice may see signal due to:
contamination, non-specific response to matrix or reagents, etc.
Spike (fortification)
known quantity of analyte added to a sample to test
whether the analyte response is the same in the presence of the matrix
Matrix
components of the sample other than the analyte of interest.
In practice matrix may alter the analytical response (systematic error).
Examples: effect of sample ionic strength on fluoride electrode
- if matrix known, prepare standards to match sample
- if matrix unknown, do “standard addition”
Quality Control Calibration Methods
External Standard – most common method – standards run separately and calibration curve prepared – samples run, signal collected, concentrations are determined – best results if unknown concentration comes out in calibration standard range Standard Addition – Used when sample matrix affects response (slope) of analytes – Standard is added to sample, increasing concentrations – Concentration is determined by extrapolation (= |X-intercept|)
Horowitz Trumpet
Allows for understanding of variation in interlaboratory precision When setting an allowable limit (eg: 1 ppb) must include interlaboratory variation 1 ppb + (0.45) = 1.45 ppb
Quality Control Chart
Control charts used to monitor performance to see if results are stable over time
or to compare the work of different employees.
±2 = warning lines and ±3 = action lines
1 beyond action line, ≥2 between warning/action, ≥7 consecutive above or below mean
6 steady increasing or decreasing, 14 points alternating up/down
All Unlikely Events – method immediately shut down and investigated