measures of association Flashcards
what are measures of strength
- risk ratio
- odds ratio
what are measures of impact
- risk difference
- attributable fraction
- number needed to treat
outcomes
disease, cure
exposures
risk factors
interventions
treatments
vet research compares association between
outcomes and exposure or intervention
odds
- ratio of one outcome to that of an alternative outcome
- calculated as number of outcomes divided by number on non outcomes
- 51 boys in 100 births, ODDS any birth is a boy is 51/49=1.04
risk
- probability an outcome will happen
- calculated as number of outcomes divided by total number
- 51 boys in 100 births; RISK of having a boy is 51/100=0.51
risk to odds
odds= risk/ (1-risk)
odds to risk
risk= odds/ (odds+ 1)
risk of disease in exposed and risk of disease in non exposed
just like normal thinking
either a/(a+b) or c/(c+d)
odds of disease in exposed or non-exposed
either a/b
or c/d
risk ratio
a/ (a+b) OVER c/(c+d)
Risk of exposed / risk of non exposed
ratio of the risk of disease in the exposed group to risk of disease in the unexposed group
odds ratio
a/b OVER c/d
which = ad/bc
the ratio between the odds of disease of exposed to odds of disease in unexposed group
RR interpretation
RR=1 then no exposure between exposure/ treatment and disease/cure
RR < 1 then exposure/ treatment reduces risk of disease/cure
RR>1 exposure/ treatment increases risk of disease/cure
risk ratio
- provides an estimate of how many times more likely exposed/ treated animal experience disease/ cure compared w exposed/ treated animals
- no units, ranges from 0-infinity
- greater departure of RR from 1 the stronger/weaker the association
- RR cannot be estimated in case-control studies, as these studies do not allow calculation of risks
- recall its only relative; no indication to absolute risk, even if RR very high, even though overall disease risk is quite low
odds ratio interpretation
OR= 1 no association between association between exposure/ treatment and disease/cure
OR<1 exposure/treatment reduces odds of disease/cure
OR> exposure/ treatment increases odds of disease/cure
odds ratio
- provides an estimate of the odds of disease in the exposed/ treated group to the odds of disease in the unexposed/ not treated group
- OR can be calculated in any study design
- no units, ranges from 0 to infinity
- the greater departure of OR from 1 the stronger/weaker the association
- symmetrical
when odds ratio and risk ratio are v different what does that mean
disease is common
if they are v close then disease is NOT common
measure of strength
- risk ratio and odds ratio
- measure the extent to which risk of disease/ success differs between exposed/ treated and unexposed/ not treated groups
- they are useful for identifying risk factors, but do not provide info on abolsute risk
measures of impact
- risk difference, attributable factor, number needed to treat
- express the impact (effect) of a risk factor on a disease/success
- quantify the consequences in terms of absolute risk resulting from exposure to a risk factor
- give an indication of the importance to the risk factor
- these are the measures most common and most useful for clinicians
risk difference
- exactly what is sounds like, difference is risk of exposed minus risk of non exposed
- a/(a+b)- c/(c+d)
- reflects the increase or decrease in the disease/cure in the exposed/ treated group that is due to exposure/treatment
- describes the absolute quantity of outcome measure that is associated w the exposure/treatment
- clinical effects often expressed as RD
number needed to treat
- 1/RD
- describes how many cases have to be treated to cure (or prevent) one additional case of the disease
- ideal is 1, where every animal improves/ is cured w new treatment and none improve/ cured with control
- so effective treatments have low NNT
attributable factors
- is proportion of successes for for the new treatment that is due to the new treatment
- = RD/ risk in exposed group
-= (RR-1)/ RR - = (OR-1)/ OR
- percentage reduction or increase in risk of outcome in the exposed/ treated attributable to exposure/ treatment
- relative measure of risk reduction