Epidemiology Flashcards
what is validity?
accuracy - does it correspond to what is true
what is reliability ?
precision - does it give consistent results when repeated
(reliability/validity):
1. sensitivity
2. specificity
3. likelihood ratios
all three are part of validity
what is the gold standard? (2)
- The method that would ideally give 100% correct results
- Does not exist, we use the best test available
what is pre-test probability?
probability of having the disease BEFORE testing
what is post-test probability?
probability of disease AFTER test result
are the pre-test and post-test probabilities low or high for:
1. a positive test
2. a negative test
- pre-test: low, post-test: high
- pre-test: high, post-test: low
what is a true positive?
positive test + disease positive
what is a false negative?
negative test + disease positive
what is a true negative?
negative test + disease negative
what is a false positive?
positive test + disease negative
what is sensitivity? how do we calculate it?
- true positive rate (positive test +disease positive)
- proportion of patients with disease who test positive
- TP / TP +FN (denominator is everyone who is disease positive, regardless of test result)
what is specificity? how do we calculate it?
- true negative rate (negative test + disease negative)
- proportion of patients without the disease who test negative
- TN / TN + FP (denominator is everyone who was disease negative, regardless of test result)
what is the predictive value of a positive test? how do we calculate it?
- proportion of patients with positive tests who have the disease
- TP / TP + FP (denominator is people with positive test, regardless of disease presence)
what is the predictive value of a negative test? how do we calculate it?
- proportion of patients with negative tests who don’t have the disease
- TN / TN + FN (denominator is people with negative test, regardless of disease presence)
T/F: sensitivity and specificity change with prevalence and incidence.
FALSE: they are fixed characteristics
T/F: PPV and NPV change with prevalence and incidence.
TRUE
As prevalence increases, (increase/decrease)
1. PPV ____
2. NPV ___
- increase
- decrease
what do we need to consider when determining pretest probability? (3)
- Prevalence of disease
- Characteristics of patient pool
- Info about the patient
what is the receiver operating characteristic curve and what do we want it to look like?
- shows what happens to sensitivity and specificity as different cutoffs are being used
- want curve to be closer to 1 (means test is more accurate)
what is epidemiology? (2)
- the study of disease occurrence in human populations
- the study of distribution and determinants of disease frequency
Describe the Grand Experiment (3)
- John Snow thought cholera was reproduced in the body and spread through water/food
- compared 3 districts that had different water companies (randomized)
- statistical association between water company (contamination level) and death from cholera
what are the two types of epidemiology?
- descriptive epidemiology
- analytical epidemiology
what is descriptive epidemiology? (2)
- distribution of disease in population
- description in terms of person, time and place