Chapter 12 and 13- Estimating risk- is there an association Flashcards
Risk
Risk represents the incidence of a disease/outcome. Prevalence cannot be used to estimate risk because it also reflects disease duration. Since we can never observe an individual’s potential outcomes – we use risks from a population as a proxy to estimate what outcomes would have been under a different exposure
Absolute risk
The incidence of a disease in a population. It can indicate the magnitude of the risk in a group of people with a certain exposure, but does not take into account the risk of disease in unexposed individuals. It also does not indicate whether the exposure is associated with an increased risk of disease
Relative risk
The ratio of the risk of disease in exposed individuals to the risk of disease in unexposed individuals, or the probability of the event occurring in exposed and unexposed people
RR= 1
Risk in the exposed population is equal to risk in the unexposed population. There is no association
RR is greater than 1
Risk in the exposed population is greater than the risk in the unexposed population
RR is less than 1
Risk in the exposed population is less than risk in the unexposed
Risk in cohort studies
Risk can be calculated directly
What information does risk difference give us?
Tells us about impact in a population if we were able to prevent an exposure. More direct way to understand how many people in the population will benefit.
What information does the risk ratio give us?
Tells us about the strength of the exposure on the outcome. More direct way to understand the likelihood of disease among exposed vs. unexposed. The RR is X times the risk
Odds ratio
To calculate relative risk, we must have values for the incidence of the disease in the exposed and the incidence in the unexposed in a cohort study. However, in a case control study, we don’t know the incidence in the exposed population or the incidence in the unexposed population because we start with diseased people (cases) and controls. Therefore, RR can’t be calculated directly. The OR is the odds that the disease will develop in an exposed person
Odds ratio in a cohort study
The ratio of the odds of developing disease in exposed people to the odds of developing disease in unexposed people
When does the OR ≈ RR? (3)
- When our cases are representative of the exposure odds of persons with disease,
- When our controls are representative of the exposure odds of persons without disease, AND
- When our disease is rare
Expressing the odds ratio
The answer is X times the odds
Attributable risk
Disease risk among exposed persons that is attributable to a specific exposure. How much disease can we prevent among exposed persons by eliminating the exposure?
Population attributable risk
Disease risk among the total population that can be attributed to a specific exposure. How much disease can we prevent in the total population by eliminating the exposure?