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Class session 6 (AGE) Standardization
Epidemiology 503, Section 2
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Last Class We looked at death certificates and mortality rates for stroke Total (crude) mortality rate # people who became newly dead (in some time and place) # people in population Case fatality “rate” # deaths due to a specific disease Total # people with that disease
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Proportional Mortality
Importance of: Place Time Population
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Age is major contributor to mortality
Specific
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Thought question If we want to know: Is a person more likely to die if they were a member of population A as compared to population B? What’s the issue?
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Even with the same age-specific rates, a population that is younger will appear to have lower overall mortality rates.
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Why are unadjusted mortality rates problematic?
To Compare Across Populations We Need Comparable Groups
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Today: Age Standardization
Sweden Panama Crude Mortality Rate 9 per 1000 7 per 1000 10 5 3 15 10 5 Age-Specific Mortality Rates Old Old Middle aged Middle aged Young Young Adjusted rates allow comparisons of mortality in different populations after removing the confounding effects of age
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Two Methods Direct Method Indirect Method
Used if age-specific death rates in a population of interest are known “How would the rates of death compare in 2 populations if they had the same age distribution?” Indirect Method Used if age-specific death rates of the population for standardization are unknown or unstable, for example, because the population is small. “How many deaths would I have expected if this population had the same mortality rates as some standard population?”
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Rates from Population A Rates from Population B
Because using age-specific death rates from populations typically only used in large groups For each population: Calculate age-specific mortality rates Multiply age-specific rates by the # of people in corresponding age range in standard population Sum expected # of deaths across age groups Divide total # of expected deaths by total standard population Result: Age-adjusted mortality rate for each population of interest Direct Method Rates from Population A Rates from Population B Applied to A standard population e.g. US population in 2000 \ Choice of standard is somewhat ARBITRARY.
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Applied to the age distribution of the study population
Useful when I don’t have or trust the group- specific rates (i.e. population is too small) Acquire age-specific mortality rates for standard population Multiply standard population’s age- specific rates by # of people in age range in population of interest Sum expected # of deaths across age groups in study population Divide observed # of deaths by expected # of deaths in population of interest SMR: observed # deaths per year expected # deaths per year >1 more deaths than expected =1 as expected <1 less deaths than expected Indirect Method Rates from the standard population Applied to the age distribution of the study population
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Example: Same Age-Specific Rates to Populations with Different Ages
Young 0.002 1000 Middle 0.005 500 Old 0.010 200 Total 1700 Rate N Young 0.002 200 Middle 0.005 500 Old 0.010 1000 Total 1700
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What are the crude rates?
N Expected Deaths Young 0.002 1000 1000*0.002 = 2 Middle 0.005 500 500*0.005 = 2.5 Old 0.010 200 200*0.01 = 2 Total 1700 6.5 6.5/1700=0.0038 Rate N Expected Deaths Young 0.002 200 200*0.002 = 0.4 Middle 0.005 500 500*0.005 = 2.5 Old 0.010 1000 1000*0.01 = 10 Total 1700 12.9 12.9/1700=0.0076
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Mathematically It’s a Weighted Average
1700* * *0.01 = 17000 We’re basically just shifting the overall rate to more closely resemble the rates in the groups with the most number of people Rate N Young 0.002 1700 Middle 0.005 Old 0.010
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Decision: Direct or Indirect?
Do you have or are you able to calculate age-specific rates for your population(s) of interest? Yes Direct method No Indirect method
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Comparing Standardized Mortality Rates
Direct standardization: Expected rate (or standardized rate) can be compared to the crude rate or to any other similarly standardized rate. Indirect standardization: Expected number of deaths can be compared to the number of actual deaths with the SMR.
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