### Table of contents

- Is there a Correlation between Excess Deaths and Levels of Vaccination by Local Authority in England?
- See in VitaminDWiki: Excess deaths - 5 possible reasons - many studies - 2022
- Would like to see if regions with high death rates in 2022 also had high death rates in say 2019
- Perhaps just higher pop. density ==> high chance of getting vaccinated & higher chance of long-COVID

#### Is there a Correlation between Excess Deaths and Levels of Vaccination by Local Authority in England?

**Naked Emperor- substack subscription**

This chart is for deaths with 1 vaccination for 4 1/2 months in 2022

Similar graphs for 2 and 3 vaccinations

- "The R squared number is 0.225 meaning that between one fifth and one quarter of the excess mortality ratios can be predicted from the vaccination rates.
- "I also uploaded the data into pvalue.io to get a p-value (probability value) for the data. This gave a correlation coefficient of 0.474 and a
**p-value of <0.001**meaning there was a statistically significant correlation between the excess mortality ratio and vaccination rates." - “There could be many reasons for this correlation. For example, local authorities with older populations are more likely to be vaccinated and other things are causing the excess deaths, e.g. lockdowns, long waits to access the health service. Another reason may be that healthier people decided not to get vaccinated and so are less likely to die from whatever is causing the excess mortality rates to rocket.”

#### See in VitaminDWiki: Excess deaths - 5 possible reasons - many studies - 2022

#### Would like to see if regions with high death rates in 2022 also had high death rates in say 2019

**Imagine a chart that shows high death rates in regions did not change from 2019 to 2022**

**Imagine a chart that shows high death rates in regions in 2022 are not related to 2019**

#### Perhaps just higher pop. density ==> high chance of getting vaccinated & higher chance of long-COVID