Ecological and Cross Sectional Studies Flashcards
Types of studies
- Interventional
o Clinical trials
o Experimental study designs - Observational
o Descriptive
Ecological
Migrant
Cross sectional
o Analytical
Cross-sectional
Case-control
Cohort
What are ecological studies
- Compare occurrence of disease between different groups of individuals
o Groups do not need to be countries - OR compare the same population at different points in time
What is ecological fallacy
- Mistaken belief that inferences can be made about individuals based on differences between the groups from which they belong
Advantages ecological studies
o Use secondary data
o Simple and inexpensive
o Simple analysis
o Good for hypothesis generation
Disadvantages ecological studies
o Alternative explanations for results cannot be tested
o No individual data so cannot adjust for other factors
o Ecological fallacy
o Cannot examine causality
What is migrant study
- Study which exploits the fact that movement of people has offered to investigate gene-environment aetiology
Advantages migrant study
o Simple and inexpensive
o Usually uses secondary data
o Good for hypothesis generation
Disadvantages migrant study
o Difference in disease identification between country A and B -> not actually due to environment
o Healthy migrant effect -> people who move maybe due to economic reasons and are healthier, do not represent population leaving behind
o Migration does not mean acculturation
What is cross sectional study
- Observational and descriptive person-based studies that uses data from a single point in time
- Used to measure prevalence of outcomes and exposures
What is source population
o Population from which study subjects are selected
Where can source population be from
o Can be many things: electoral role, phone book, NHS register etc
o NHS register best as 96% of population registered and is patient based data
Forms of sampling methods
o Non-probability sampling (avoid as generates non-representative sample)
Convenience sampling – man in the street
Purposive sampling – predefined specific groups
Snowball sampling – subject to subject
o Probability sampling
Random sampling – eliminates sampling bias, each member of source population has equal probability of selection
Assign random number to each patient, order from lowest to highest, use first n
Considerations about outcome
- Must be clearly defined how it is recorded
- Consider how data is obtained
o Questionnaire, lab/physical measurement etc
Advantages cross section study
o Relatively quick and simple
o Generalisable findings (if good sampling methods)
o Can measure prevalence of many outcomes and exposures
o Can compare between different areas
Disadvantages cross section study
o Cannot measure incidence or temporal relationships
o Susceptible to selection and information bias
o Not good for: rare diseases, diseases with high fatality rate or quick fatality