Update Date: August - 2024
Carlos Alegria, Yuri Nunes
Link to Pre-print paper: Paper Link
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In this section we analyse the trend in yearly death rates from Liver Diseases for individuals aged 75 to 84 in the USA. We use the 2013-2019 trend in deaths per 100,000 (death rates) as the baseline estimate for excess death rates. Excess death rates for the 2013-2019 period are in-sample while the rates for 2020, 2021, 2022 and 2023 are out of sample computations.
The Figure (left) below shows the death rate per 100,000 individuals from Liver Disease deaths (ICD-10 codes K70-K76) in the US, for the 75-84 age group of both sexes, for the period of 2000 to 2023. The Figure plots death rates as underlying cause of death (UC) and reported as multiple-cause (MC) of death, as well as MC* death rates (where COVID-19-related deaths are removed from MC death counts). The Figure on the right shows the ratio of MC deahts by UC deaths.
Summary:
The Figure (left) shows that MC death rates from liver diseases for the 75-84 age group trended higher from 2000 to 2009 but then trended upwards from 2010 to 2019. From 2020 onwards we observe that both MC and UC death rates from liver disease rose substantially, with a clear break from the prior 2013-2019 trend. We also observe in Figure 5 (Right) that the ratio of MC to UC deaths trended lower from 2000 to 2019, from a value of 2.35 in 2000 to close to 2 in 2019. In 2020, 2021, 2022 and 2023 the ratio of MC* to UC deaths rose quickly, which means that MC* deaths from liver disease increased at a higher rate than UC deaths. It should be noted that MC and MC* (except COVID-19) death rates were the same from 2000 to 2019 as COVID-19 deaths only started in 2020.
The MC death rate was 99.81 per 100,000 in 2019 and then rose in 2020 to 107.56 per 100,000, and then to 118.46 per 100,000 in 2021, to 119.23 per 100,000 in 2022 and to 124.19 per 100,000 in 2023.
After removing COVID-19-related deaths, the MC* death rate rose in 2020 to 102.41 per 100,000, and then rose again to 111.70 per 100,000 in 2021, to 112.95 per 100,000 in 2022 and in 2023 it rose again to 121.95 per 100,000. Even after removing COVID-19 related deaths, we observe an increase in MC* liver deaths in 2020, 2021, 2022 and 2023.
As for UC death rates, from a value of 48.58 per 100,000 in 2019, they rose to 50.57 per 100,000 in 2020, and then to 54.56 per 100,000 in 2021, to 54.64 per 100,000 in 2022 and to 57.43 per 100,000 in 2023.
In this section we investigate excess death rates from Liver Diseases in the US, for the 75 to 84 age group from 2010 to 2023. The figure on the left refers to relative deviations from the 2013-2019 trend, while the figure on the right shows the Z-score (signal strength) for the deviations from trend.
The Figure below shows the excess death rate from liver diseases in the US (icd10 codes: K70-K76), for the 75 to 84 age group from 2010 to 2023. The plots also show the excess all-cause deaths for comparison. The figure on the left refers to relative deviations from the 2013-2019 trend, while the Figure on the right shows the Z-score (signal strength) for the deviations from trend.
Summary:
We now analyse excess MC deaths rates and excess MC* death rates (by excluding COVID-19 related deaths) from liver diseases (icd10 codes: K70-K76), for ages 75 to 84 in the US, as shown in the Figure below. The figure on the left refers to relative deviations from the 2013-2019 trend, while figure on the right shows the Z-score (signal strength) for the deviations from trend.
Summary:
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