Session 13 Sampling Methods (cross Sectional And Ecological Study) Flashcards
Inference
A conclusion based on gathered evidence and reasoning
Observational studies
The research watches and records what happens naturally without interfering which allows researchers to make strong inferences.
Experimental studies
Cause and effect/ the researcher steps in and changes something to see if it causes a certain result
Randomized controlled trials (RCTs)
When participants are randomly assigned to groups to compare the effects of treatment
Non-randomized controlled trials
Where participants are assigned by hand to compare different outcomes
Cohort studies
Follows a group of people overtime to see how certain factors effect outcomes
Case-control studies
Follows diseased people backwards to see possible correlations to overall disease
Cross sectional studies
An observational study that examines data from a snapshot in time without any follow up.
- can be repeated cross sectional studies to measure change in population
Ecological studies
Looks at big groups/populations over individual trends/patterns
Case report
Detailed report of specific features of a case
Case series
Systematic review of common features of a small number of cases
- advantage: cost efficient
Disadvantage: no comparison and no specific research question/aim
Population census
A type of cross sectional study that is done in a single point in time (every 10 years) where government counts everyone in the population to get data on them. This helps calculate rates and makes sure changing results apply to the whole population.
- huge efforts - people can be difficult to find or count and may not want to provide data
What does ecological studies look at?
Looks at entire populations of people instead of individual people. Focuses on finding patterns across groups rather than a single person.
What are strengths of ecological studies?
1) fast and easy
2) statistical analysis and interpretations are straightforward
3) good at coming up with hypotheses and rejecting ones that don’t fit
What are weakness of ecological studies?
1) hard to tell if exposure came before or after the outcome
2) can have a lot of missing data due to lack of follow up
3) findings can only be interpreted from a group level not an individual level