Estimating changes in life expectancy in Hong Kong during the COVID-19 pandemic
Law, A. H. T.; Presanis, A. M.; Cheung, J. K.; Wu, P.; Schooling, M.; Cowling, B. J.; Wong, J. Y.
Show abstract
BackgroundHong Kong has one of the longest life expectancies in the world but was heavily impacted by COVID-19 in 2022. MethodsWe constructed sex-specific life tables from 1998-2023 using parametric bootstrapping to account for statistical uncertainty in mortality rates. We used Arriagas decomposition method to estimate age-specific contributions to overall changes in life expectancy over this period. We also estimated cause-specific mortality rates. ResultsHong Kong reported 50666 deaths in 2020, 51354 in 2021, 63692 in 2022, and 54731 in 2023. Estimates of life expectancy in males and females in 2020 and 2021 were similar to the pre-pandemic trend from 1998-2019 but declined significantly in 2022. Life expectancy for males was 82.3 years in 2021 and 80.4 years in 2022, and for females it was 87.9 in 2021 and 86.4 years in 2022. Compared to the pre-pandemic trend, the 2022 values corresponded to reductions by 2.22 (95% CI: 2.08, 2.36) years in males and 2.30 (95% CI: 2.17, 2.43) years in females. The loss in life expectancy in 2022 was mainly attributed to increased respiratory mortality rates in adults aged 65 or above. In 2023 life expectancy increased by 0.60 (95% CI: 0.46, 0.75) years in males and by 1.10 (95% CI: 0.95, 1.26) years in females. ConclusionsIn 2022 a very high respiratory mortality rate in older adults in Hong Kong during the COVID-19 pandemic was associated with a reduction in life expectancy by more than 2 years. In 2023 life expectancy increased towards the pre-pandemic trend.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- An international comparison of age and sex dependency of COVID-19 Deaths in 2020 - a descriptive analysis 94%
- Differential features of the fifth wave of COVID-19 associated with vaccination and the Delta variant in a reference hospital in Catalonia, Spain 91%
- Risk factors for severe COVID-19 differ by age: a retrospective study of hospitalized adults 91%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- The association of lifestyle with cardiovascular and all-cause mortality based on machine learning: A Prospective Study from the NHANES 91%
- COVID19-related and all-cause mortality among middle-aged and older adults across the first epidemic wave of SARS-COV-2 infection in the region of Tarragona, Spain: results from the COVID19 TARRACO Cohort Study, March-June 2020 90%
- Gender Differences in Health Protective Behaviors During the COVID-19 Pandemic in Taiwan: An Empirical Study 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.