What is the standard deviation (SD) in statistics?
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Square root of the variance.
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What is the standard deviation (SD) in statistics?
Square root of the variance.
What is the formula for Negative Predictive Value (PV)?
True negatives / (True negatives + False negatives)
What is the definition of accuracy in a laboratory setting?
Describes how close a test result is to the true value.
What is the most accurate measure of performance affecting laboratory values?
Total imprecision analysis.
Give an example of a pre-analytical error.
Wrong or missing patient identification.
What is the mode in a data set?
The most frequently occurring value
What are the key components of nonanalytical factors in quality assessment?
Qualified personnel, established laboratory policies, laboratory procedure manual, test requisitioning, and preventive maintenance of equipment.
What are Westgard Rules used for?
To analyze data in control charts based on statistical methods.
What is the definition of precision in a laboratory setting?
How close results are to one another.
What are the primary sources of laboratory errors?
Preanalytical and postanalytical phases.
What does QC documentation include?
Preventive maintenance records, temperature charts, and QC charts.
What is a confidence interval?
Range using 2 SD on either side of the mean.
Give an example of an analytical error.
Incorrect sample and reagent volume.
How many data points does CLSI recommend for estimating the mean and precision for a control level?
20 data points from 20 or more separate testing runs
What is the first step in method evaluation?
The precision study.
What is the role of qualified personnel in a laboratory?
Perform QC activities, maintain instruments, and keep accurate records.
What is random error?
Error due to chance, varies from sample to sample.
What does the precision study estimate?
Random error.
What percentage of values fall within ±2 SD in a normal population?
95%.
What do pre-analytical errors refer to?
Inappropriate performances before specimens are measured by analyzers.
What does the term 'reference range' mean?
Range of values that includes 95% of test results for a healthy reference population.
What are analytical errors attributed to?
Operator or instrument error.
What does standard deviation (SD) measure?
The spread or variability in a data set
What do accrediting agencies require for quality control?
Monitoring and documentation of quality assessment records.
What is the objective in controlling the reliability of laboratory determinations?
Reject results with more than the permitted amount of error.
What is an example of a postanalytical error?
Critical value reporting.
What does precision in a procedure refer to?
Repeatability or reproducibility.
What can aid accuracy in laboratory procedures?
Properly standardized procedures, statistically valid comparisons, use of controls, and proficiency testing programs.
What does a Negative Predictive Value (PV) indicate?
Number of patients with a normal test result who do not have the disease
What is a control specimen?
Specimen is similar to patient’s blood, known concentration of constituent.
What does sensitivity refer to in diagnostic testing?
Cases with specific disease or condition produce a positive result.
What does a Lean Clinical Laboratory aim to achieve?
Utilizes fewer resources, reduces costs, enhances productivity, promotes staff morale, and improves the quality of patient care.
Why do clinical laboratories use multiconstituent controls?
Less storage space, ease of inventory, and peer laboratory comparisons.
What is constant error?
Difference between target value and assayed value, independent of sample concentration.
Why is a quality control program important?
To ensure accuracy and precision of test performance over time.
What does precision describe?
How close the test results are to one another.
What is a Youden/Twin Plot used for?
To compare results obtained on high and low control serum from different laboratories.
What is prevalence in the context of a disease?
Proportion of a population who has the disease.
How is imprecision or random error studied?
By running 2 control solutions twice a day over a 10-to-20-day period.
What percentage of values fall within ±3 SD in a normal population?
99.7%.
What is the purpose of quality control (QC) in a laboratory?
To detect errors from test system failure, adverse environmental conditions, and variance in operator performance.
What is an example of a preanalytical error?
Specimen collected in wrong tube.
What does the Shewhart Levey-Jennings Chart represent?
Acceptable limits of variation in the results of an analytic method.
What is proportional error?
Greater deviation from target value due to higher sample concentration.
What is an example of an analytical error?
Accuracy in testing.
What type of errors does CUSUM identify?
Consistent bias problems.
How can precision be expressed?
Standard deviation (SD) or coefficient of variation (CV).
What is specificity in the context of a test?
Proportion of cases with absence of the specific disease that give a negative test result.
What does a positive predictive value (PV) indicate?
Number of patients with an abnormal test result who have the disease.
What are the indicators of analytic performance?
Internal QC, proficiency testing, accreditation, quality assurance monitoring, and laboratory utilization.
What percentage of values fall within ±1 SD in a normal population?
68%.
In Six Sigma, what are defects?
Anything that does not meet customer requirements.
How are defects generally measured in Six Sigma?
Per million opportunities (DPMO).
What is the primary goal of a Lean System?
Reducing waste (nonvalued activities).
What is a control specimen?
Material or solution with a known concentration of the analyte.
What is systematic error?
Error influencing observations consistently in one direction.
What can be used to set provisional ranges if 20 runs cannot be completed?
A minimum of seven units (three replicates per run)
What is an example of a preanalytical error?
Patient identification.
What does it suggest if points fall on the 45° line in a Youden/Twin Plot?
A proportional error.
How can precision be ensured?
Inclusion of standards, reference samples, control solutions, replicate determinations, and duplicate determinations.
What is the formula for sensitivity?
True positives / (True positives + False negatives) x 100.
What is incidence in the context of a disease?
Number of subjects found to have the disease within a defined period in a population.
What is calibration in the context of laboratory procedures?
Comparison of an instrument measure or reading to a known physical constant.
What type of curve is used to describe the reference range for a particular measurement?
Normal bell-shaped Gaussian curve
What should be included in a written record of QC activities?
Details of deviation from usual results, problems, failures, and corrective actions.
What must be done if the QC specimen value is not within the acceptable range?
Review procedure, correct error, and repeat testing.
What does accuracy describe in clinical quality assessment?
How close a test result is to the true value.
What is quality control?
Process that monitors accuracy and reproducibility of results.
What are standards?
Highly purified substances of a known composition.
What are standards in laboratory procedures?
Highly purified substance of a known composition.
What should a laboratory procedure manual include?
Comprehensive listing of approved policies, acceptable practices, and precautions.
What does specificity refer to in diagnostic testing?
Cases without a specific disease or condition produce a negative result.
What is the Shewhart Levey-Jennings Chart used for?
It is a QC chart used in clinical laboratories.
What is the advantage of liquid control materials over lyophilized controls?
Greater reproducibility between bottles.
What does a Delta Check compare?
Current results with past results of the same analytes on the same individual.
What does a Cumulative Sum Graph (CUSUM) calculate?
The difference between QC results and the target means.
What is the earliest indication of systematic errors in CUSUM?
When the slope exceeds 45° or a decision (±2.7 SD) is exceeded.
What is the formula for specificity?
True negatives / (False positives + True negatives) x 100.
When do post-analytical errors occur?
After the analysis is complete but within the laboratory.
What are the key activities involved in quality control (QC)?
Monitoring performance of laboratory instruments, reagents, other testing products, and equipment.
What are some common issues related to laboratory results?
Unavailable or delayed results, long turnaround time, incomplete results, wrong transcription, missing results, results submitted to the wrong physician.
What does Six Sigma aim to improve?
Process by eliminating variations or errors, improved performance, quality, bottom line, customer satisfaction, and employee satisfaction.
What is sensitivity in the context of a test?
Proportion of cases with a specific disease that give a positive test result.
What is clerical error?
Error with handwritten labels and request forms.
What is a common method used in CUSUM?
V mask.
What is calibration?
Comparison of an instrument measure to a known physical constant.
What is the main goal of Six Sigma?
To reduce the number of defects to near zero.
What does the accuracy of a procedure refer to?
Closeness to true or actual value.