You are quite right to raise the issue of possible confounders in observational non-randomized, non-controlled data such as this.
However, in this particular case, consideration of the main confounder, the average health status of vaccinated versus unvaccinated, would make the effect look even worse for the vaccines.
That’s because in general those people who get vaccinated are a priori healthier than unvaccinated, and quite considerably so.
In the recent Italian study, this healthy vaccinee effect was demonstrated quite starkly - ACM in the vaccinated cohort was half that in the unvaccinated and there is no plausible hypothesis to explain this as being a benefit of the injections, rather than a difference in baseline characteristics.
I note that these researchers have not published any all cause mortality data, have they? That would go some way towards quantifying the differences between the 2 cohorts.
I'm a bit sceptical about the 'healthy vaccinee' effect. The most heavily vaccinated adults are the over seventies, the people most heavily dependent on prescription medication. How can you be considered healthy if you rely on constant medication?
Exactly. In the US the 'healthiest' are the youth and don't subscribe to the vaccination program on any level; 'Vaccine Hesitant' they are called and are the main target of pharma's psyops to get people to 'vaccinate'.
Yet Trump, RFK Jr and Bourla appear to be best buddies...How Bourla sleeps through every night...knowing what his products have done, continue to do, and will do in future...He ain't human...
You are quite right to raise the issue of possible confounders in observational non-randomized, non-controlled data such as this.
However, in this particular case, consideration of the main confounder, the average health status of vaccinated versus unvaccinated, would make the effect look even worse for the vaccines.
That’s because in general those people who get vaccinated are a priori healthier than unvaccinated, and quite considerably so.
In the recent Italian study, this healthy vaccinee effect was demonstrated quite starkly - ACM in the vaccinated cohort was half that in the unvaccinated and there is no plausible hypothesis to explain this as being a benefit of the injections, rather than a difference in baseline characteristics.
I note that these researchers have not published any all cause mortality data, have they? That would go some way towards quantifying the differences between the 2 cohorts.
I'm a bit sceptical about the 'healthy vaccinee' effect. The most heavily vaccinated adults are the over seventies, the people most heavily dependent on prescription medication. How can you be considered healthy if you rely on constant medication?
Did you read the paper? They stratify by age; it would be unpublishable in any recognized journal had they not.
https://biomarkerres.biomedcentral.com/articles/10.1186/s40364-025-00831-w
Exactly. In the US the 'healthiest' are the youth and don't subscribe to the vaccination program on any level; 'Vaccine Hesitant' they are called and are the main target of pharma's psyops to get people to 'vaccinate'.
Yet Trump, RFK Jr and Bourla appear to be best buddies...How Bourla sleeps through every night...knowing what his products have done, continue to do, and will do in future...He ain't human...
Looking at causes and mechanisms, rather than statitistics
Gastric Cancer
https://geoffpain.substack.com/p/kras-tumor-suppressor-downregulated
and
https://geoffpain.substack.com/p/barry-marshall-and-robin-warren
Colorectal Cancer
https://geoffpain.substack.com/p/snps-increase-your-risk-of-severe
and
https://geoffpain.substack.com/p/cancer-patients-suffer-when-mrna
Lung Cancer
https://geoffpain.substack.com/p/nsclc-non-small-cell-lung-cancer
Breast Cancer
https://geoffpain.substack.com/p/elle-macpherson-should-not-have-to
and
https://geoffpain.substack.com/p/breast-cancer-from-endotoxin
Pancreatic Cancer
https://geoffpain.substack.com/p/pancreatic-cancer-from-jabbing
Prostate Cancer
https://geoffpain.substack.com/p/prostate-cancer-caused-by-endotoxin