A modal age at death approach to forecasting adult mortality

被引:1
作者
Bergeron-Boucher, Marie-Pier [1 ]
Vazquez-Castillo, Paola [1 ]
Missov, Trifon I. [1 ]
机构
[1] Univ Southern Denmark, Interdisciplinary Ctr Populat Dynam, Odense, Denmark
来源
POPULATION STUDIES-A JOURNAL OF DEMOGRAPHY | 2025年 / 79卷 / 01期
基金
欧盟地平线“2020”; 欧洲研究理事会;
关键词
mortality; forecast; modal age at death; lifespan variation; life expectancy; LEE-CARTER METHOD; LIFE EXPECTANCY; UNITED-STATES; SPAN; TRENDS; RATES; LONGEVITY; CHOICE; MODEL;
D O I
10.1080/00324728.2024.2310835
中图分类号
C921 [人口统计学];
学科分类号
摘要
Recent studies have shown that there are some advantages to forecasting mortality with indicators other than age-specific death rates. The mean, median, and modal ages at death can be directly estimated from the age-at-death distribution, as can information on lifespan variation. The modal age at death has been increasing linearly since the second half of the twentieth century, providing a strong basis from which to extrapolate past trends. The aim of this paper is to develop a forecasting model that is based on the regularity of the modal age at death and that can also account for changes in lifespan variation. We forecast mortality at ages 40 and above in 10 West European countries. The model we introduce increases forecast accuracy compared with other forecasting models and provides consistent trends in life expectancy and lifespan variation at age 40 over time.
引用
收藏
页码:27 / 43
页数:17
相关论文
共 69 条
[11]  
Bergeron-Boucher MP, 2017, DEMOGR RES, V37, P527, DOI [10.4054/DemRes.2017.37.17, 10.4054/demres.2017.37.17]
[12]   Decomposing changes in life expectancy: Compression versus shifting mortality [J].
Bergeron-Boucher, Marie-Pier ;
Ebeling, Marcus ;
Canudas-Romo, Vladimir .
DEMOGRAPHIC RESEARCH, 2015, 33 :391-423
[13]  
Bergeron-Boucher Marie-Pier., 2019, DEV DEMOGRAPHIC FORE, P131
[14]   Lifespan Disparity as an Additional Indicator for Evaluating Mortality Forecasts [J].
Bohk-Ewald, Christina ;
Ebeling, Marcus ;
Rau, Roland .
DEMOGRAPHY, 2017, 54 (04) :1559-1577
[15]   Trends in senescent life expectancy [J].
Bongaarts, John .
POPULATION STUDIES-A JOURNAL OF DEMOGRAPHY, 2009, 63 (03) :203-213
[16]   Applying Lee-Carter under conditions of variable mortality decline [J].
Booth, H ;
Maindonald, J ;
Smith, L .
POPULATION STUDIES-A JOURNAL OF DEMOGRAPHY, 2002, 56 (03) :325-336
[17]  
Booth H., 2020, DEV DEMOGRAPHIC FORE, V49, P153, DOI [10.1007/978-3-030-42472-5, DOI 10.1007/978-3-030-42472-5]
[18]   Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions [J].
Booth, Heather ;
Hyndman, Rob J. ;
Tickle, Leonie ;
de Jong, Piet .
DEMOGRAPHIC RESEARCH, 2006, 15 :289-310
[19]   Socially disparate trends in lifespan variation: a trend study on income and mortality based on nationwide Danish register data [J].
Bronnum-Hansen, Henrik .
BMJ OPEN, 2017, 7 (05)
[20]   A two-factor model for stochastic mortality with parameter uncertainty: Theory and calibration [J].
Cairns, Andrew J. G. ;
Blake, David ;
Dowd, Kevin .
JOURNAL OF RISK AND INSURANCE, 2006, 73 (04) :687-718