The Dangers of Drawing Cohort Profiles From Period Data: A Research Note

Demography. 2023 Dec 1;60(6):1689-1698. doi: 10.1215/00703370-11067917.

Abstract

Drawing cohort profiles and cohort forecasts from grids of age-period data is common practice in demography. In this research note, we (1) show how demographic measures artificially fluctuate when calculated from the diagonals of age-period rates because of timing and cohort-size bias, (2) estimate the magnitude of these biases, and (3) illustrate how prediction intervals for cohort indicators of mortality may become implausible when drawn from Lee-Carter methods and age-period grids. These biases are surprisingly large, even when the cohort profiles are created from single-age, single-year period data. The danger is that we overinterpret deviations from expected trends that were induced by our own data manipulation.

Keywords: Cohort fertility; Cohort life expectancy; Lee–Carter method; Lexis diagram.

MeSH terms

  • Fertility
  • Forecasting
  • Humans
  • Life Expectancy*
  • Mortality*
  • Population Dynamics