Research Studies - Study Design, Bias, Confounders Flashcards
What is bias
One outcome is systematically favoured
Selection bias
-definition
-forms of selection bias
Error in assigning individuals to groups leading to differences which may influence the outcome
Sampling - subjects not representative of population
Volunteer - people more likely to participate
Non responder - people are less likely to respond
Recall bias
-what is it
-which kind of study is more likely to have this
Difference in the accuracy of the recollections retrieved by study participants
Case controls
-people affected may search their memories more thoroughly for a history of exposure
Publication bias
-what is this
-which kind of study is more likely to have this
Failure to publish results from valid studies, especially as they show negative or uninteresting results
Meta-analyses
Work-up bias/verification bias
-what is this
When comparing new diagnostic tests with gold standard tests, clinicians may be less likely to order the gold standard test unless the new test is positive, as the gold standard is often more invasive
Expectation bias
-what is this
-when is this a problem
Observers measure or report data in a way that favours the expected study outcome
More likely in non-blinded trials
Hawthorn effect
-what is this
Group of people change their behaviour because they know they’re being watched
Late-look bias
-what is this
Gathering info at an inappropriate time
-studying a fatal disease many years after many participants may have died
Procedure bias
-what is this
Subjects in different groups receive different treatment
Lead-time bias
-what is this
When 2 tests for a disease are compared, 1 test diagnoses the disease earlier but there is no effect on the outcome of the disease
Confounders
-what is it
-common examples
Distortion between an exposure and health outcome by an additional factor (cofounder)
Non random distribution of risk factors
-age
-sex
-social class
How to detect publication bias
Tendency for studies with postive results to be published
Funnel plot - graph used to see if there is an evenly weighted publication results
:) symmetrical inverted funnel
:( asymmetrical funnel
RCT key features
Random allocation to intervention or control
Practical or ethical problems may limit use
Cohort study key features
Observational
Prospective
Looking for the relative risk
Participants selected according to exposure to see how they may develop an outcome
Case control study key features
Observational
Retrospective
Looking for odds ratio
Quick
Good for rare conditions
Prone to confounders
Participants with cases are matched with controls
Data collection on past exposures for a possible causal agent