Types of Studies Flashcards
2 types of edpidemiologic studies
observational
experimental
Experimental Studies
an active attempt to change a disease determinant or the progress of a disease through treatment
what do major experimental study designs include?
- randomized controlled trails,
- field trials, (healthy participants)
- community trials (ppl in the community)
randomized controlled studies (clinical trials)
- designed to stude the effects of a particular intervention, usually a treatment for a specific disease
- partients are alloved into groups randomly
- ## should be comparable at the start of the investigation
Field Trials
- involve healthy people who are presumed at risk
- aimed at reducing exposure
- often ligistically complicated and expensive
FIeld Trial groups
preventiatice intervention and no intervention (control group)
community trials
treatment groups are communities rather than individuals
- diseases that are influenced by social conditions
- prevention includes changing behaviours
Limitations of a community trials
- small number of communitites can be involved
- differences can be attributed to the study and not other factors
- random isn’t always possible
- difficult to isolate the general social change
Sources of Error
- Random
- Systematic
Random Errors
when the value of a sample measurement diverges from the true population value due to chance alone.
3 major sources of random errors
- individual biological variation
- sampling error
- measurement error
individual biological variation
always occurs no measurement is perfectly accurate
Sampling Error
caused by the fact that a small sample is not representative of all the population’s variables
- increasing size can help, not necessarily
Measurement error
can be reduced by strict protocols and making individual measurements as precise as possible
What do you need to perform sample size calculations?
- statistical significance to be able to tell the difference
- acceptable error
- magnitude of the effect
- amount of disease
- relative sizes
how many controls should you have for each case
more than four controls for each case
Systematic Error (or bias)
occurs when results differ in a systematic mannor from true values
high accuracy
a study with small systematic error, not affected by sample size
2 principle biases
selection bias
- measurement or classification bias
Selection Bias
a systematic difference between the characteristics of the people selected for a study and the characteristics of those who are not
Healthy Worker Effect
when the disease or factor under investigation makes people unavailable for the study
Measurement Bias
occurs when the individual measurements or classification of disease or exposure are inaccurate
- dif labs cna get dif results
recall bias
occurs when there is a differential recall of information by cases and controls
participants don’t remember past things accurately.
blind study
investigators do not know how the participants are classified
double blind study
investigators and participantsand researchers do not know the treatment or intervention
Confounding
can occur when another exposure exists in the study population and is associated both with the disease and the exposure being studied.
methods of controlling confounding
- randomization
- restriction
- matching
analysis stage: - stratification
- statistical modeling
Randomization to control confounding
the method for ensuring that potential confounding variables are equally distributed among the groups being compared.