Week 2: Epidemiology Flashcards
2 facets of epedimiology
How common is a problem
Who has the problem
How common is a problem (incidence/prevalence)
incidence - new cases over a time period
prevalence - all cases (new and old) over a time period
eg 6 months/one year/lifetime prevalence
Why do we sample/problems with sampling
Census example
To infer something about the population
If the sample is not representative, this ruins this
All Canadians must finish the short form census, 20% do the long form. This 20% is carefully chosen. The Tories wanted to make this voluntary. This would have ruined the generalizability as there may have been significant differences between the group the filled out the long form census and those that did not.
The liberals made it mandatory again.
2 sample types
Random sampling - everyone in population of interest has an equal chance of being chosen
Sample of convenience - sample who is readily available
Not random
Unfortunately common in psychology
Participation rate
When you do random sampling, some people will agree and participate, some wont.
You have to watch this as people who do not may differ from people who do
External validity
The extent to which findings generalize
Who has the problem
Assess factors that influence rates and distribution of a disorder in a population
Such as demographic factors
Age
Gender
SES
Correlation is…
not causality (how many times) It is often reported as if it is
You may get SPURIOUS correlations
Causality requires 5 things
1) Theoretical expectation that A would cause B
2) A and B have to be related empirically (correlation)
3) Elimination of other possible causes
4) Temporal ordering; A occurs before B
5) Responsiveness: Changing A leads to B changing