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real factors
(e.g., environment, healthcare access, behaviors)
CRUDE DEATH RATE
summarizes the overall mortality but does not account for age composition.
It is useful for describing a population internally, but not for comparing between populations.
AGE-SPECIFIC DEATH RATE (ASDR)
Mortality rate within a particular age group.
allow more precise comparisons but can be difficult to use when comparing many populations or age groups.
STANDARDIZED RATES
These are artificial or adjusted rates that control for age so that two populations can be compared fairly.
Standardization
helps remove the effect of age differences to answer: "If these populations had the same age distribution, would their mortality still differ?"
direct and indirect
2 types of standardization
DIRECT STANDARDIZATION
Used when:
= ASDRs are known in the populations being compared.
We want to compute age-adjusted death rates (ADRs).
INDIRECT STANDARDIZATION
Used when: ASDRs are not available in the populations of interest.
Only age group structure and total deaths are known.
Populations are small (unstable rates).
standardization mortality ratio (smr)
main output of indirect standardization
SMR = 1.0
→ mortality as expected
SMR > 1.0
→ more deaths than expected
SMR < 1.0
→ fewer deaths than expected
Age structure differences only
Real underlying risks (environmental, genetic, occupational, lifestyle)
Standardized mortality helps determine whether differences are due to:
Crude rates
are simple but misleading for comparison because populations differ in age structure.
Age-specific rates
provide detail but are hard to compare across many groups.
Age standardization
allows fair comparison of mortality across populations.
Direct standardization
uses known ASDRs to compute adjusted death rates.
indirect standardization
uses reference ASDRs to compute SMR when local ASDRs are missing.
Standardized mortality ratios
(SMRs > 1) indicate higher-than-expected mortality.
Age-adjusted rates and SMRs
are not real mortality rates, but tools for comparing populations with different age structures.