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42 Cards in this Set

  • Front
  • Back

Mean

- the average of a group of numbers


- symbol is X bar


- use the mean value to perform other statistical tests on the group


- one indicator of "central tendency"

Central Tendency

- distribution of data around a central value

Median

- indicator of central tendency


- central number in a group of numbers when the numbers are arranged in sequential order


- an equal quantity of numbers is greater than the median value and less than the median value


- may or may not be the same as the mean

Mode

- the number that occurs most frequently in a group of numbers


- there is bimodal, trimodal, etc.

Indicators of Central Tendency

- Mean and median

Accuracy

- correctly reflects the "true value" of the result


- imagine a "target" value that should be obtained for an analyte



Precision

- occurs when, after repeated analysis, the same result is achieved

In the lab, how accurate and precise do we want to be?

- we want results that are both accurate and precise


- when a method is both accurate and precise, it is reliable

Sensitivity

- a quality of a method that allows for the detection of very small amounts of analyte in a sample

Specificity

- the quality of an analytical method to discriminate the analyte of interest from other substances present in the sample

Variance

- indicator of the precision of a group of numbers


- symbol is s squared


- indicates how close together, or how precise, the numbers within a group are


- a group of numbers with a large variance would be expected to have a wide range of values


- a group of numbers with a small variance would be expected to have numbers that are very close in value


- the smaller the variance a group of numbers, the more precise they are


- how we measure precision

Standard Deviation

- the most frequently used measure of precision


- symbol: s


- square root of the variance



Probabilities Associated with Standard Deviation

Statistically, if a sample is analyzed 30 times and the mean and SD established for the results are:




- 68.2% of the time, the results will fall within plus or minus 1 SD from the mean


- 95.5% of the time, the results will fall within plus or minus 2 SD from the mean


- 99.7% of the time, the results will fall within plus or minus 3 SD from the mean




- 68-95-99.7 rule



Standard Deviation Range

Measurement of "dispersion"; calculated by:




- subtracting the standard deviation value from the mean value to establish the lowest number in the range


- adding the SD value to the mean value to establish the highest number in the range




- established for qc material by the lab as method of setting acceptable qc limits. Frequently 1, 2, and 3 SD are established

Coefficient of Variation

- useful when comparing two or more groups of data to determine which has the greatest precision


- the lower the coefficient of variation is for a group of data, the more precise the data

QC Material

- material that is analyzed along with the patient specimens and should be treated the same as patient specimens


- should be of the same matrix as the patient sample



QC Material (Matrix)

- the chemical and physical characteristics of the material that contains the analytes to be measured


- components of a sample other than the analytes of interest

QC Analysis - Are results reported if QC is outside of the acceptable limit esablished by the lab? Should you still report if the method is out of control

- if the qc result is outside of the acceptable limit established by the lab, the patient results should not be reported until the problem is solved


- no patient results should be reported until the method is "in control."

Errors that cause a method to be out of control

- Out of control means a result outside of established QC range




Two main reasons why a method is out of control


- Random error occurs solely by chance. Related to the precision of the method. More complicated method, more chances of random error


- Systematic error. All samples affected. May produce a "bias" in the method. related to the accuracy of the method. Instrument problem

Measures of Precision

- Variance


- Standard Deviation

Levey-Jennings Chart

- To analyze each qc value, plot the value on a Levey-Jennings chart

CLIA'88 and good lab practices require how many QC's before patient results are reported

- require at least 2 QC materials/day for each nonwaived method

Shifts

- occurs when QC results are all distributed on side of the mean for 5 to 7 consecutive days


- occurs because of systematic error


- cause must be found and corrected because the method is "out of control"


- a shift can be positive or negative

Trends

- occurs when QC results either decrease or increase consistently over a period of 5 to 7 days


- is due to systematic error


- trends occur more slowly


- cause must be found and corrected


- a trend can either be positive or negative

What error causes shifts and trends?

- Systematic error

Westgard Multirules


(1 two s Rule)

- rule is violated if either of the 2 controls exceeds 2 SD from the mean in either a positive or negative direction


- when this rule is violated, the other rules are applied


- if the qc results do not violate any other rule, even if one of the 2 results violates the 1 two s rule, the control results are accepted

Westgard Multirules


(1 three s rule)

- violated when the result is one of the 2 qc results is outside of 3 SD


- if a result is outside of 3 SD, less than 1% chance that the result is an accurate result. 99.7% chance the result is an outlier


- when either of the QC results violates this rule, the result is rejected. run is out of control and should not be accepted.


- usually due to random error.

Westgard Multirules


(2 two s rule)

- can be violated in 2 ways


- if both control results are >2 SD or <2 SD from the mean


- if one of the control results also exceeded 2 SD in the same manner in the previous run


- does not violate the 1 three s rule

Westgard Multirules


(R four s rule)

- violated when the difference, or range, between the 2 control values within a run is >4 SD


- violated when both control values violate the 1 two s rule but in opposite directions. one control is elevated higher than the +2 SD limit and the other is less than -2 SD limit.


- usually violated due to random error

Westgard Multirules


(4 one s rule)

- Can be violated in two ways. one level of control: 4 consecutive results fall on the same side of the mean and exceed plus or minus 1 SD of the mean. two levels of control: when both levels of control for 2 runs in a row exceed plus or minus 1 SD from the mean


- somewhat like the rule for a shift. the 4 results are on the same side of the mean (which is statistically unlikely) and exceed 1SD (but not 2SD).

Westgard Multirules


(10 x Rule)

- Can be violated in 2 ways. in 10 consecutive runs for one level of qc, the results are all on the same side of the mean. the 10 results can fall in either a positive or negative direction.


- when the results are all on the same side of the mean for both levels of control for 5 days (or 5 runs) in a row.

Preventive Maintenance

- instrument component maintenance


- corrective maintenance


- wide range of components needing maintenance


- Maintenance schedule prevents breakdown


- maintenance program prescribed by manufacturer and supported by agreement depending on instrument complexity

Maintenance vs Repair

- keep components in OEM (original equipment manufacturer) condition


- prevent failure


- perform maintenance procedures correctly as set forth by the manufacturer


- maintain physical integrity in as new condition


- Daily-Weekly-Monthly and as needed


- keep records of functions by date and person performing function

Pm (Preventative Maintenance) and its impact on QC

- proper function and performance


- owner/operator functions


- maker functions


- operator training


- alignments


- adjustments and mfg. specs


- proper replacement procedure

Manufacturer Service Contracts

- complex instruments must have Mfg. (manufacturer) support


- 24 hour availability to service


- lab operation and ability to provide critical service


- regulatory considerations


- documentation of due care

PM program

- functions


- schedules


- documents


- required by regulatory agencies


- ongoing process


- required commitment of time and money


- performance is planned and scheduled event that is a documented part of work

Phases of Patient Care

- pre analytical is everything that occurs with patient prior to actual analysis of sample


- analytical is process where specimens are being analysed


- post analytical is what the doctor does with the data produced

Customer Expectations

- who is the customer?


- health care provider is the customer's agent


- provider/doctor/practitioner are employees of the patient


- providers employs other sub providers


- courtesy, respect, and expectation of good outcome


- top quality in process


- competency expected and required

Provider Expectations

- accuracy


- complete order filled to their satisfaction


- happy patient with a favorable outcome


- results is a clinically relevant time frame


- speed and accuracy

Corporate Expectations

- profit


- cost


- shareholders


- stock price


- low overhead


- no bad publicity



Expectations

- different from each point of view


- a happy patient that got better


- condition improved

Care Delivery System

- accessing and acquiring of information/communication


- diagnostic data development and accumulation through imaging, lab and other vehicles


- planning or development of care plan based on accumulated data


- treatment or the implementation of care plan


- evaluation of process for improvement (QA)