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46 Cards in this Set

  • Front
  • Back
accuracy

without error; closeness to the true value

method evaluation

used to verify the acceptability of new methods prior to reporting patient results

What is important to determine before implementing a new test?

it is important to determine if the test is capable of performing acceptably

descriptive statistics

Data in the clinical laboratory summarized to monitor test performance. The foundation for monitoring performance (known as QC)
When comparing and analyzing collections or sets of laboratory data, patterns can be described by..?

described by their center, spread, or shape
assessment of data dispersion, or spread, allows what?

allows laboratorians to assess the predictability (and lack of) in a laboratory test or measurement

The three most commonly used descriptions of the center of a dataset are?




Which is the most common?


The mean, the median, and the mode




The mean is the most common

After describing the center of a dataset, what is very useful to do next?


it is very useful to indicate how the data are distributed (spread)




The spread represents the relationship of all the date points to the mean

What are 3 commonly used descriptions of a spread?




which is the easiest measure of spread to understand?




which is used most frequently used to measure variation?


1. Range


2. standard deviation (SD)


3. coefficient of variation (CV)




The range




SD



Although there are many different "shapes" or distributions that datasets can exhibit, the most commonly discussed one is the Gaussian distribution.


What is the Gaussian distribution?


described many continuous laboratory variables and shares several unique characteristics: the mean, median, and mode are identical; the distribution is symmetrical (this symmetrical shape is often called a "bell curve")
What is a COM and what does it stand for?


comparison of methods, to compare two different methods




a COM experiment involves measuring patient specimens by both an existing (reference) method and a new (test) method.

linear regression analysis


a statistical technique that provides objective measures of the location and dispersion for the line




y=mx+b

An alternate approach to visualizing paired data is the difference plot, also known as?




What does it mean?


Bland-Altman plot




This indicates either the percent or absolute bias (difference) between the reference and test method values over the average range of values

What is the difference between test and reference method results called?

error

What are the two kinds of error measured in COM (comparison of methods) experiments and what do they mean?


Random error: error varies from sample to sample. Can be a result of many factors including instrument, operator, reagent, and environmental variations.




Systemic error: influences observations consistently in one direction (higher or lower). Error always in one direction. The measures of slope and y-intercept provide estimates of the systemic error.

What can systemic error be broken down into?


Constant error- exists when there is a continual difference between the test method and the comparative method values, regardless of the concentration.




Proportional error- exists when the differences between the test method and the comparative method values are proportional to the analyte concentration


Inferential statistics

used to draw conclusions (inferences) regarding the means or SD's of two sets of data

What does the FDA regulate?


regulates laboratory instruments and reagents

What does the CMS (the centers for Medicare and Medicaid services) regulate?

Regulates the clinical laboratory improvement amendments (CLIA)
Why select a new method of testing?


to reduce cost,


improve the quality of results


increase client satisfaction


improve efficiency


Standard

a substance or solution in which the concentration is determined. It is used in calibration of an instrument or method

Imprecision

dispersion of repeated measurements about the mean due to analytic error

Inaccuracy

difference between measured value and its true value due to systemic error, which can be either constant or proportional

total error

random error plus systemic error

precision

estimates the random error associated with the test method and detects any problems affecting its reproducibility

Accuracy is determined using three types of studies:


1. recovery


2. interference


3. patient sample comparison


Recovery studies

ability of an analytic test to measure a known amount of analyte; a known amount of analyte is added to real sample matrices

Interference studies

effect of (a) compound(s) on the accuracy of detection of a particular analyte

matrix

body component (fluid and urine) in which the analyte is to be measured


allowable (analytic) error


Ea

based on the amount of error that will not negatively affect clinical judgments
multirule procedure
decision criteria to determine if an analytic run is in control; used to detect random and systemic error over time

what is a common way to assess the determination of control materials over time?

the use of a Levey -Jennings control chart

proficiency test

method used to validate a particular measurement process. the results are compared with other external labs to give an objective indication of test accuracy

proficiency samples

specimens that have known concentrations of an analyte for the test of interest. the testing lab does not know the targeted concentration when tested
reference intervals are sometimes erroneously called...?

normal ranges

bias

difference between the observed mean and the reference mean

diagnostic sensitivity

ability of a test to detect a given disease or condition

diagnostic specificity

ability of a test to correctly identify the absence of a given disease or condition
analytic sensitivity vs. clinical sensitivity

analytic: refers to the lower limit of detection for a given analyte





Clinical: refers to the proportion of individuals with that disease who test positively for the test

limit of detection

lowest amount of analyte accurately detected by method

positive predictive value

chance of an individual having a given disease or condition if the test is abnormal

negative predictive value

chance an individual does not have a given disease or condition if the test is within the reference interval

shift

a sudden change in data and the mean

trend

a gradual change in data and the mean

Clinically reportable range (CRR)

range of analyte that a method can quantitatively report, allowing for dilution, concentration, or other pretreatment used to extend AMR

analytic measurement range (AMR)

also known as linear or dynamic range. Range of analyte concentrations that can be directly measured without dilution, concentration, or other pretreatment