BIOSTATS Flashcards
sensitivity
True Postives / TP + FN, aka the true positive rate.
out of all those who have the disease, how many test positive
Rules in a disease
specificity
True Negatives / TN + FP
Out of those without the disease, how many test negative
Postivie Predictive Value
Out of all the positives, which are true?
TP/ TP + FP
Negative Predictive value
out of all of those that test negative, which are true?
TN/ TN + FN
Incidence
How many new diagnoses for a condition in a year or specified time
prevalence
how many people who have the disease at any given time
Case control
Study that has a group with a disease and a comparative group without and they look back into history to evaluate exposures. This provides an odds ratio. Good for rare diseases.
Odds Ratio
From Case Control Studies
Odds Ratio:
odds of having the disease given an exposure/ Odds of not having the disease given an exposure
If youre using the table with disease on the top, exposure on the side, ++ top left corner and A–>B on top boxes and C–> bottom boxes, then the equation is:
(a/c) / (b/d) also the same as ad/bc
THESE ARE ODDS not PROBABILITY
What number can you get from a cohort study?
Relative Risk
Relative Risk
from cohort study:
similar to odds ratio probability of having the disease and having the exposure/ probability of having the disease and not having the exposure
a/ a+b / c/c+d
Case control is based on ____________ outcomes, its good for rare diseases
known outcomes
power
1-Beta
increasing sample size or precision of measuring outcomes will result in
decreasing type II errors
Attributable risk
The absolute risk attributable to exposure in the exposed group. Calculated as: incidence rate in the exposed group - incidence rate in unexposed group
a/(a + b) - c/(c + d)
used in cohort studies
The difference in risk attributable to an exposure as compared to non-exposure
risk in non-exposed group – risk in exposed group
c/(c + d) – a/(a + b)
essentially attributable risk flipped
An epidemiological measure of risk that refers to the proportion of decreased risk due to an intervention compared to the control group.
Relative risk reduction
Relative risk reduction
An epidemiological measure of risk that refers to the proportion of decreased risk due to an intervention compared to the control group.
1 - RR
Relative risk (RR): (a/(a + b))/(c/(c + d))
Number needed to treat (NNT)
1/ARR
Number needed to harm (NNH)
1/AR
RR = 1
Exposure neither increases nor decreases the risk of the defined outcome
RR > 1
Exposure increases the risk of the outcome
RR < 1
Exposure decreases the risk of the outcome.
OR = 1
The outcome is equally likely in exposed and unexposed individuals
OR >
The outcome is more likely to occur in exposed individuals