Validity and Reliability Assessments-Epidemiology – Flashcards

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What are the three indices of central tendency?
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1. mode 2. median 3. mean
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the most frequently occurring observation
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mode
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the measurement level below which half the observations fall, the 50th percentile
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median
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the sum of the observed measurements divided by the number of observations
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mean
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ability to distinguish between who has a disease and who does not
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validity
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What are two ways to measures validity?
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1. specificity 2. sensitivity
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ability of the test to determine correctly those who have the disease
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sensitivity
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ability of the test to determine correctly those who do not have the disease
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specificity
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true positive/true positive + false negative
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sensitivity
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true negative/true negative + false positive
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specificity
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the degree to which the study accurately answers the question it is intended to answer
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internal validity (study)
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What are threats to internal validity?
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1. selection bias 2. information bias 3. uncontrolled confounding 4. small study sample
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the extent to which we can generalize the results of a study to a broader population beyond the study population
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external validity (generalizability)
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What is the threats to external validity?
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1. small study sample 2. improper selection of sample
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the degree to which a test actually measures what it is designed to measure
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measurement validity (variable)
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What are the threats to measurement validity?
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1. observer bias 2. instrument bias
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restrict the study population to individuals who are comparable in other respects for the outcome under study
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increasing validity
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restrict the study population to individuals whom complete and accurate information can be obtained
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increasing validity
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provides information about the proportion of people who have the disease and those who do not have the disease
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predictive value
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found by dividing the number of true positives by the total number who tested positive (true positives + false positives)
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positive predictive value
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found by dividing the number of true negatives by the total number who tested negative (true negatives + false negatives)
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negative predictive value
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What are the factors that affect the predictive value?
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1. prevalence of disease 2. specificity of the test
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the degree to which a measurement procedure can be reproduced
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reliability
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What are the threats to reliability?
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1. differences in observations 2. differences in instruments of measurements 3. instability of the attribute being measured
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What affects reliability?
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1. intrasubject variation 2. intraobserver variation 3. interobserver variation
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variation within individual subjects
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intrasubject variation
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intrinsic biologic variability in the study subjects due to such things as fluctuations in mood or circadian rhythms
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intrasubject variation
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variation in the reading of test results by the same reader
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intraobserver variation
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variability in measurement that is due to the observer and includes such things as choice of words in an interview.
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intraobserver variation
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variation between those reading the test results
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interobserver variation
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variation between observers
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interobserver variation
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What is used to evaluate interobserver variation?
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1. Percent agreement 2. Kappa Statistic
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total agreed observations/total observations x 100
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percent agreement
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quantifies the agreement that exceeds that which would be expected by chance alone
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kappa statistic
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What are ways to increase reliability?
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1. standardizing the study procedures 2. standardizing the measurement methods 3. using the most up to date equipment 4. using similar testing conditions 5. repeat testing of samples
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