Journal article Open Access
Influenza Vaccination Rates Predict 30% of the Variance in Covid-19 Related Deaths in Europe – A Modeling Approach
Walach, Harald;
Klement, Rainer Johannes
There is a high variability in Covid-19 related deaths whose origin is unclear. We used
three variables, percent test-standardized number of SARS-CoV-2-cases in a country,
influenza-vaccination coverage in the elderly in a country and number of non-pharmaceutical
interventions, to predict the number of population standardized Covid-19 related deaths in
European countries, using generalized linear models. With these variables we can clarify
approximately 60% of the variation in Covid-19 related deaths, with flu-vaccination coverage
in the elderly being the most important predictor, explaining nearly 30% of the variation.
Thus, the higher the influenza vaccination coverage in the elderly in a country, the more
Covid-19 related deaths we see. Also, the more non-pharmaceutical interventions, the more
deaths are likely, explaining about 5% of the variation. Other variables, like life-expectancy,
rapidity of a country’s reaction to the epidemic and population size did not emerge as
significant predictors. Thus, contrary to current opinion, flu-vaccination in the elderly might
be an aggravating factor, when it comes to Covid-19 related deaths.
| Name | Size | |
|---|---|---|
|
Preprint-2020-200758v1.pdf
md5:aff9e32c7eeaf92ebcc4a01c3ea083ea |
816.4 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 5,400 | 4,593 |
| Downloads | 3,157 | 2,837 |
| Data volume | 2.5 GB | 2.3 GB |
| Unique views | 4,901 | 4,156 |
| Unique downloads | 2,919 | 2,696 |
- Publication date:
- October 6, 2020
- DOI:
-
- Keyword(s):
- COVID-19; Flu vaccine; Generalized linear models; SARS-CoV-2
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International