Quality Assurance Flashcards
How to consider an analysis to be under statistical control?
- free of bias
- characterized by well-defined confidence intervals
Define the goal of quality assurance program (3)
- identifies the practices necessary to bring a system into statistical control
- allows us to determine if the system remains in statistical control
- suggests a course of corrective action if the system falls out of statistical control
Components of quality assurance (2)
- Quality control
- Quality assesment
Define quality control
encompasses all activities that bring an analysis into statistical control
totality of characteristics of an entity that bear on its ability to satisfy stated and implied needs
quality
organizational structure, procedures, processes, and resources needed to implement quality management
quality system
all activities of the overall management function that determine the quality policy, objectives and responsibilities, and implement them by means such as quality planning, quality control, quality assurance, and quality improvement within the quality
system
quality management
ISO meaning
International Organization for Standardization
develops standards and guides to encourage good practice in accreditation and certification
ISO
ISO does not carry out _____ and does not issue or approve certificates
certification/accreditation
It means that an independent, external body has audited an organization’s management system and verified that it conforms to the requirements specified in the standard
Certification (registration)
It means the formal approval by a specialized body that a certification body is competent to carry out ISO
Accreditation
Certificates issued by specialized bodies may be perceived on the market as having increased credibility (not required for companies)
Accredited certificates
ISO certification for “general requirements for the competence of testing and calibration laboratories”
ISO 17025:2017
ISO certification for “quality management system”
ISO 9001:2015
ISO certification for “environmental management system”
ISO 14001:2021
ISO certification for “Occupational Health and Safety” to protect employees and visitors from work-related accidents and diseases
ISO 45001:2018
ISO certification for “managing psychosocial risks at work” (psychological health and safety)
ISO 45003:2021
ISO certification for “information security management system”
ISO 27001:2013
ISO certification for “food safety management system”
ISO 22000:2018
HACCP meaning and goal
Hazard Analysis Critical Control Point
- a system which identifies, evaluates and controls hazards which are significant for food safety
- ensure safety than detect
HACCP method whereas all the potential hazards are identified before there is a problem
systematic
HACCP method whereas it concentrates the control effort at the stages where the risk is potentially the highest
efficient
HACCP method whereas the processes can be controlled immediately by the food business
on the spot
Differentiate GLP and GMP
Good Laboratory Practices (GLP)
- describe the general laboratory operations that we must follow in any analysis
Good Measurement Practices (GMP)
- describe those operations specific to a technique
provide instructions for maintaining, calibrating, and using equipment and instrumentation.
Good Measurement Practices
involves the principle of waste elimination through workplace organization
Good housekeeping (5S)
provide a methodology for organizing, cleaning, developing, and sustaining a productive work environment.
5S Pillars
Keep only necessary items in the workplace (5S)
Sort - Seiri
Arrange items to promote efficient workflow (5S)
Set in Order - Seiton
Clean the work area so it is neat and tidy (5S)
Shine - Seiso
Set standards for a consistently organized workplace (5S)
Standardize - Seiketsu
Maintain and review standards (5S)
Sustain - Shitsuk
written procedure which states what steps will be taken and how they will be carried out are the bulwark of quality assurance
Standard Operating Procedure (SOP)
most detailed of the written quality control
directives
Protocol for a Specific Purpose (PSP)W
What set of written instructions must be followed step by step?
Protocol for a Specific Purpose (PSP)
process of collecting data to show that analytical procedures are operating within specified limits verifying that final results meet use objectives
Quality Assessment
List all the components and subcomponents of quality assessment
- Internal method of quality assessment
- prescriptive approach (specification and method validation)
- performance-based approach - External method of quality assessment
- proficiency testing
general approaches to developing a
quality assurance program
internal method of quality assessment
prescribe an exact method of quality assessment and a way of applying quality control
prescriptive approach
use any form of quality assessment, provided an acceptable level of statistical control can be demonstrated (use of control charts)
performance-based approach
provides a system to gauge how good the numbers need to be and what precautions are required in the analytical procedure
specification
Sampling requirement (2)
- representative
- preserved
says that the concentration exceeds the legal limit when, in fact, the concentration is below the limit
False Positive
says that the concentration is below the limit when it is actually above the limit
False Negative
numerical parameters that are usually employed for comparing analytical methods in terms of predictive ability and detection capabilities
figures of merit
process of proving that an analytical method is acceptable for its intended purpose
method validation
closeness of the obtained value to the true value for the sample; most difficult parameter to validate
accuracy
Ways to demonstrate accuracy
- analysis of a standard reference material
- comparison with results using another method known to be accurate
- spike recovery studies
analyze a blank sample spiked with a known addition of analyte (matrix must be the same as your unknown; use standard addition if can’t)
fortification/spike recovery
known quantity of analyte added to a sample to test whether the response to a sample is the same as that expected from a calibration curve
spike
Must be performed when dealing large numbers of samples and replicates to ensure that the instrument continues to work properly
calibration checks
How to perform calibration checks?
analyze solutions formulated to contain known concentration of analyte
Describe performance test samples or quality control samples or blind samples
- samples of known composition are provided to the analyst as unknowns
- results are then compared with the known values, usually by a quality assurance manager
a sample containing all components except analyte, and it is taken through all steps of the analytical procedure
method blank
similar to a method blank, but it has not been subjected to all sample preparation procedures.
reagent blank
similar to a method blank, but it has been exposed to the site of sampling
field blank
an analyte-free sample carried from the laboratory to the sampling site and back to the laboratory without being opened.
trip blank
measures how well replicate measurements agree with one another
precision (standard deviation)
To gauge precision, perform analysis using (2)
- replicate samples
- replicate portions of same sample
Explain instrument precision and how reproducibility is observed.
Precision of different steps of the analysis
- observed when same quantity of one sample is repeatedly introduced into an instrument
Statistical considerations dictate that _____ measurements should be made for each evaluation step in instrument precision
at least seven measurements
evaluated by analyzing aliquots of a homogeneous material several times by one person on one day with the same equipment.
intra-assay precision
within lab reproducibility whereas an assay is performed with the same method on identical test items in the same laboratory by different people on different days
ruggedness or intermediate precision
measures the repeatability whereas aliquots of the same sample are analyzed by different people in different laboratories
interlaboratory precision
Differentiate repeatability and reproducibility
repeatability
- describes the precision of within-run replicates
reproducibility
- describes the precision of between-run replicates
Using different pieces of glassware and different batches of indicator test the ____
reproducibility
interval between the upper and lower concentration (amounts) of analyte
range
interval over which the method provides results with an acceptable uncertainty
working range
concentration range over which calibration curve is linear
linear range
concentration range over which there is measurable response.
define the lower and upper limit
dynamic range
lower limit - detection limit
upper limit - deviation of 5% from linearity
measures how well a calibration curve follows a straight line
linearity
Describe the concentration in detection limit (2)
- the concentration that gives twice the peak-to-peak noise of a series of background signal measurements
- the concentration that gives a signal equal to three times the standard deviation of the background above the mean background
Differentiate Instrument and Method Detection Limit
- Instrument Detection Limit
- obtained by replicate measurements (n ≥ 7) of aliquots from one sample - Method Detection Limit
- obtained by preparing n ≥ 7 individual samples and analyzing each one once
Differentiate Lower Limit of Detection and Lower Limit of Quantitation
LLD - 3 times greater than the noise
LLQ - 10 times greater than the noise
concentration below which regulations say that a given analyte is reported as “not detected”
reporting limit
___ is equivalent to the slope of calibration curve
(calibration) sensitivity
A method must have _____ to be measured
a detection limit lower than the concentrations
being able to distinguish analyte from other species in the sample (avoiding interference)
specificity/ selectivity
An analytical method is specific if ____
its signal depends only on the analyte
defines a method’s selectivity for an interferent relative to the analyte
selectivity coefficient
a measure of its capacity to remain unaffected by small, but deliberate variations in method parameters
robustness/ruggedness
Describe ruggedness test. How to access the ruggedness?
involves making deliberate changes to the method and investigating the subsequent effect on performance
e.g. if a simple change in the temperature will greatly affect the result, then it is rugged.
arises from a host of uncontrollable variables that affect the chemistry of the system being analyzed
chemical noise
noise that is associated with each component of an instrument
instrumental noise
caused by the thermal agitation of electrons or other charge carriers in resistors, capacitors, radiation transducers, electrochemical cells and other resistive elements in an instrument
thermal noise (Johnson Noise)
attributable to the quantized nature of charge carriers and photons
shot noise
At low signal levels, noise arises from random variation in the ____ or _____
small number of photons reaching a detector
the small number of electrons and holes generated in a semiconductor
characterized as having a magnitude that is inversely proportional to the frequency of the signal being observed
flicker noise
Flicker noise becomes significant at frequencies ____
lower than about 100 Hz
common measurement of noise (2)
root-mean-square (rms)
signal-to-noise ratio
_____ can improve the quality of data
signal averaging
ratio of the mean to the standard deviation of numerous measurements or the reciprocal of the relative standard deviation
signal-to-noise ratio
The effect of noise on the relative error of a measurement becomes greater and greater as the ____ in magnitude. How to minimize it?
quantity being measured decreases
increase the signal-to-noise ratio
will use previous performance/experience to gauge or to know if still under statistical control
performance-based approach
principal tool for performance-based quality assessment
control chart
Control charts are used to monitor: (3)
- performance on blanks
- calibration checks
- spiked samples
Goal of control charts (3)
- see if results are stable over time
- compare work of different employees
- monitor sensitivity if a laboratory encounters a wide variety of matrixes
Differentiate property and precision control chart
Property Control Chart
- single measurements or the means for several replicate readings are recorded
Precision Control Chart
- ranges or standard deviations are recorded
To construct the property control chart, we analyze a minimum of ____ while the system is under statistical control and the ____ is the average of these n samples
7–15 samples
Center Line (CL) of the control chart
The ____ in the original control chart, the easier it is to detect when an analysis is beginning to drift out of statistical control.
more samples (30 or more samples)
shows how the precision of an analysis changes over time
Precision Control Chart
To construct the control chart, we analyze a minimum of ____ while the system is under statistical control.
15–20 samples
The purpose of a control chart is to _____.
determine if an analysis is in a state of statistical control
Using a control chart, an analysis is no longer under statistical control if: (6)
- any single point exceeds either the UCL or the LCL.
- two out of three consecutive points are between the UWL and the UCL or between the LWL and the LCL.
- seven consecutive results are completely above or completely below the center line.
- six consecutive results increase (or decrease) in value.
- 14 consecutive results alternate up and down in value.
- there is any obvious nonrandom pattern to the results