Lecture 7 Flashcards
what are 2 main kinds of analytic?
- Experimental
2. Observational
2 important criteria for validity
- Validity of comparison
• possible to make a “fair” comparison
• Confounded = if not comparable - Validity of measurement
• info is collected as completely & accurately as possible
• information bias
What is it called if 2 groups are not comparable?
Confounding error
What are important aspects of a study that are important for validity of comparison?
- control group necessary
- control group nearly identical to tx group
- Randomization **
Validity of measurement
• Blinding
Advantage/disadvantage to experimental studies
Advantage
+ best for causal effect
+ faster results
+ practical for some clonal dz.’s
Disadvanage
- $$
- ethical
- lack participants
- non-compliance / drop-out
Observational studies
- no control over exposure **
1. Ecological study
2. Cross-sectional
3. Cohort study
4. Case-control study
- no control over exposure **
Ecological study
Done when info is known on ENTIRE GROUP, but NOT individuals
• Ex: country data
Cross-sectional study
Dz & exposure status at SINGLE POINT in time
• Cannot measure incidence (ONLY PREVALENCE)
• Cannot know which came first
cohort study
LONGITUDINAL
• at risk individuals are followed
• Measure Cumulative incidence OR incidence rate
• Short follow up period makes it more feasible!
2 types
- Prospective
- Retrospective
Cohort advantages/ disadvantages
Advantages
• common dz
• rare exposure
• studying multiple outcomes
Disadvantages
1. $$$$$
2, If the reason an individual leaves is related to the outcome, then bias may result
- Censoring (Lost to follow-up)
Case-control study
“efficient” means of performing cohort study
- Case = INCIDENT cases only
- controls:
- selected independent of exposure
- IF they had developed the dz, they would be in the study (i.e. same cohort)
• Calculate:
- Exposure Odds ratio
Exposure Odds Ratio
Cases Exposed / Cases NOT exposed
———–Divided by ——————–
NONcases Exposed / NONcase NOT exposed
- cannot be used directly for causal inferences
- mathematically equal to disease odds ratios, which can be used for causal inferences
Disease Odds ratio
Cases Exposed / NONCases exposed
———–Divided by ——————–
cases UNExposed / NONcase UNexposed
Case-control advantages/ disadvantages
Advantages
+ relatively inexpensive
+ short, if retrospective
+ examining Lg # of risk factors
Disadvantage
- based on O’s recall of info (cannot verify accuracy) = info bias
- Cases > non-cases to recall exposure