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Decomposing Current Mortality Differences Into Initial Differences and Differences in Trends: The Contour
Dmitri A Jdanov1,2, Vladimir M Shkolnikov3,4, Alyson A van Raalte3
1Max Planck Institute for Demographic Research, Konrad Zuse Str. 1, 18057, Rostock, Germany. Jdanov@demogr.mpg.de.
This study introduces a novel decomposition method to analyze aggregate measure differences by separating initial rate variations and trend changes. This approach aids in comparing demographic trends, such as life expectancy, between populations.
Area of Science:
- Demography
- Biostatistics
- Epidemiology
Background:
- Aggregate measures often mask underlying demographic shifts.
- Understanding divergence in population health metrics requires nuanced analytical tools.
Purpose of the Study:
- To propose and validate a new decomposition method for analyzing aggregate measure differences.
- To differentiate contributions from initial event rates and trend changes.
- To facilitate comparative demographic analysis, particularly for life expectancy.
Main Methods:
- Developed a novel decomposition technique to partition aggregate differences.
- Assessed two approaches: additive change and contour decomposition.
- Extended the stepwise replacement algorithm for contour decomposition.
Main Results:
- Both methods yielded comparable results.
- The contour decomposition method demonstrated broader applicability.
- The method was applied to US and England/Wales life expectancy and disparity data (1980-2010).
Conclusions:
- The proposed decomposition method effectively isolates sources of change in aggregate measures.
- Contour decomposition offers a versatile tool for demographic trend analysis.
- This methodology enhances the understanding of population-level health metric divergence.
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