ClinEpi Flashcards
confounding bias
a distortion in the results due to a mixing of the effects of exposure with the effects of some third, extraneous, factor. Confounding occurs when some third factor is associated with both the exposure and the disease
ways to prevent confounding variables
randomization, matching subjects based on confounding, restriction
selection bias
a distortion in the results due to a difference between subjects who participated in a study and those who are theoretically eligible but did not participate (i.e., the source population).
three ways for selection bias to occur
- the way they are selected
- refusal to participate
- withdrawal or loss to follow up
measurement bias
a distortion in the results (e.g., the relative risk for the association between an exposure and a disease) due to error in measurement of the exposure, or measurement of the disease, or both
nondifferential measurement bias
occurs when errors in the measurement of exposure (second hand smoke) are independent of the disease (sinusitis), or when the errors in the measurement of disease (sinusitis) are independent of exposure
usually bias towards the null
differential measurement bias
occurs when errors in measurement of exposure depend on the disease, or when errors in measurement of disease depend on the exposure. If persons who had sinusitis were less (or more) likely to under-report exposure to second hand smoke than persons without sinusitis, then there would be differential measurement bias of exposure
can produce bias towards null or away from null
cross sectional studies
examines presence or absence of disease and presence or absence of an exposure…cannot draw conclusions on cause/effect
descriptive studies
describe frequency, early signs, natural history and determinants of a disease
no control groups
cohort studies
watch from exposure to outcome
case control studies
watch from outcome to exposure \, control should be similar in all aspects except not have the same outcome
randomized controlled trials
gold standard, only way to eliminate selection and confounding biases
analytical studies
have a control group