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The groupwise decomposition: Estimating group-specific contributions to differences between demographic measures

Author

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  • Eugenio Paglino

    (Helsingin Yliopisto (University of Helsinki))

Abstract

Background: Several general decomposition algorithms have been developed to decompose the difference between the values of demographic measures in two populations. However, fewer techniques are available to researchers wishing to understand how different subpopulations are contributing to the difference in the value of a demographic measure between the total population and a reference subpopulation. Methods: This paper proposes a general decomposition to answer these ‘groupwise’ questions. As for other general decomposition techniques, the method assumes that the aggregate measure is computed from matrices of discrete demographic data but is agnostic to the specific function used to compute the measure of interest. After proving some of the decomposition’s properties, its relationships with other methods are discussed, and extensions are considered. Results: The proposed method is used to investigate the contribution of United States counties by metropolitan/nonmetropolitan code to the life expectancy gap between large metropolitan areas and the US as a whole. Results from this new approach are compared to those obtained by adapting other general decomposition algorithms, and their computational efficiency is evaluated. Contribution: This paper provides a new decomposition method to investigate how different subpopula-tions contribute to the difference between a demographic measure for the total population and for a reference population. This setup is common in demography, and the decomposition method developed in this paper adds one more tool to improve our understanding of how different groups contribute to the demographic profile of a population.

Suggested Citation

  • Eugenio Paglino, 2026. "The groupwise decomposition: Estimating group-specific contributions to differences between demographic measures," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 54(14), pages 441-470.
    • Handle: RePEc:dem:demres:v:54:y:2026:i:14
    DOI: 10.4054/DemRes.2026.54.14
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    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

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