ecological studies Flashcards
what do ecological studies do
examine association between outcomes and exposures by using aggregate data
aggregate data
time - trend studies
place- geographical studies
use of ecological studies
explore quality of care - compare mortality ratio
inequalities in care
generate hypothesis about variation in illness, diagnosis, and response to treatments
correlation between change in disease and risk factors following an intervention
exposures measured over groups or areas
data for ecological studies
exposure and outcome at same level of aggregation
routine data - efficient
analysis
scattergraphs
linear regression
r = coefficient - strength of association
rsquared - proportion of total variation that can be explained by the regression line
source of error
change of definition/coding makes arterfactes
confounding - data not always available
strength of ecological study
association in large pop
generate hypothesis
quick and cheap
limitations
cannot confirm association at an individual level
costly when exposure data not available
ecological fallacy - assume something about a group that is actually caused by a minority group living in the bigger group