7 - Ecological and cross-sectional studies Flashcards
Ecological study
Measures disease frequencies in relation to population exposures
Is an observational study
Cross-sectional studies Advantages / Disadvantages
Cheap, simple, safe
Prevalence not incidence
Association not causality
Recall bias susceptibility
Confounders may be unequally distributed
Repeated surveys
Can identify time trends
eg multiple rounds covid swabs
Annual Health Survey for England
Different individuals surveyed each time - hence not a cohort
Ecological Studies Advantages / Limitations
Quick, cheap
Association not causation
Confounders
Ecological fallacy
Ecological Fallacy
An association observed between variables on an aggregate level does not necessarily represent the association that exists at an individual level…..
Correlated pieces of information may not have been measured on the same people
Cross-sectional studies commonly used to
Calculate Prevalence for health care planning
Determine the distribution of factors within the population eg demographics, drinking
Estimate levels of common conditions with longer duration
eg LTCs, serological status
Data collected from cross-sectional surveys are often used in ecological studies
Ecological Studies
In ecological studies the unit of observation is the population or community. Disease rates and exposures are measured in each of a series of populations and their relation is examined.
Often the information about disease and exposure is abstracted from published statistics and therefore does not require expensive or time consuming data collection.
Correlation Analyses for Ecological Survey
The Pearson correlation coefficient provides a measure of the strength of linear association between two variables
eg GDP per capita vs infant mortality by country