Projection of lung cancer mortality in Japan
Open Access
- 1 October 2003
- journal article
- Published by Wiley in Cancer Science
- Vol. 94 (10) , 919-923
- https://doi.org/10.1111/j.1349-7006.2003.tb01376.x
Abstract
According to the National Vital Statistics data, age‐standardized mortality rates (ASRs) of lung cancer have shown slightly declining trends in Japan for both men and women. In order to evaluate whether this tendency will continue, a Bayesian age‐period‐cohort (APC) model was applied using the National Vital Statistics data from 1952 to 2001. In the projection, a Gaussian autoregressive prior model was applied to smooth age, period, and cohort effects from its 2 immediate predecessors by extrapolation. Posterior distributions from which we drew inferences on mortality rates were derived from 15,000 iterations using 5000 burn‐in iterations. We defined the median of the iterated values as the overall summary mortality rate of the iterated results. Our results suggest that the number of deaths due to lung cancer will double for men and women during the next 3 decades due to the aging of the baby‐boomer generation (individuals who were born between 1947 and 1951). Currently declining trends in some age groups will reverse and start to increase again in the next decades. However, for recent birth cohorts, the results of the projection varied according to whether the data set included early age group mortality or not. Lung cancer mortality in the future depends on the risk factors engaged in by today's young people, especially smoking. Strong promotion of anti‐smoking measures and careful surveillance for lung cancer are needed.This publication has 18 references indexed in Scilit:
- Application of Markov Chain Monte Carlo Methods to Projecting Cancer Incidence and MortalityJournal of the Royal Statistical Society Series C: Applied Statistics, 2002
- Age-Period-Cohort Analysis of Lung Cancer Mortality in Japan, 1960-1995.Journal of Epidemiology, 2001
- Birth Cohort Effects on Incidence of Lung Cancers: A Population-based Study in Nagasaki, JapanJapanese Journal of Cancer Research, 2000
- Evaluation of cancer prevention strategies by computerized simulation model: methodological issues.Environmental Health Perspectives, 1994
- The Effect of Age at Smoking Initiation on Lung Cancer RiskEpidemiology, 1993
- A 50‐Year Projection of Lung Cancer Deaths among Japanese Males and Potential Impact Evaluation of Anti‐smoking Measures and Screening Using a Computerized Simulation ModelJapanese Journal of Cancer Research, 1992
- Smoking and Lung Cancer Mortality in Japanese Men: Estimates for Dose and Duration of Cigarette Smoking Based on the Japan Vital Statistics DataJapanese Journal of Cancer Research, 1989
- Age, period and cohort analysis of trends in mortality from major diseases in Japan, 1955 to 1979: Peculiarity of the cohort born in the early Showa EraStatistics in Medicine, 1987
- Models for temporal variation in cancer rates. II: Age–period–cohort modelsStatistics in Medicine, 1987
- An alternative approach to statistical age-period-cohort analysisJournal of Chronic Diseases, 1985