COVID-19 VACCINES
Yellow CARD analysis
Data is a precious thing and will last longer than the systems themselves.
Introduction
Our analysis of the Medical & Healthcare products Regulation Agency (MHRA) Yellow Card Scheme for COVID-19 vaccines uses the publicly available weekly reports that are released by the MHRA. Regrettably, the MHRA overwrites the report each week, so the only download available to the general public at any given time is the summary at that particular point. Without access to preceding reports, the snapshot their document provides allows for little analysis.
Fortunately, we have managed to obtain copies of every weekly report going back to the start of the COVID-19 vaccine rollout and have therefore been able to build a more detailed picture of how adverse reactions have developed over time.
The MHRA does a weekly “cut off” of data but then takes several days to make the summary report available on its website. So at times we can be looking at information that is two weeks out of date. Given that millions are receiving vaccines each week, we are concerned that this time lag introduces additional risk as well as restricting the ability of an individual to make a truly informed decision about having the vaccine based on up to date risk information.
We are also hampered by incomplete data so have deliberately held back from drawing conclusions based on the data we have. Instead, we aim to provide insights into what we do know so that we, and you, can ask more meaningful questions of the MHRA, the government, vaccine manufacturers – and your own healthcare providers.
What We Do Know
- How many 1st and 2nd doses of each vaccine brand have been administered
- How many adverse reactions have been reported
- How many deaths have been reported
- How each reaction & death has been classified in fine detail
What We Don't Know
- Whether a death or reaction reported was caused by the vaccine or a coincidence
- Whether a death or reaction report relates to a 1st, 2nd or booster dose
- Time between dose and death or reaction
- Time between death or reaction & reporting
- Demographic information of patient (gender, age, health status)
- If a patient has had multiple reactions
- Patterns of combinations of reactions
- How many deaths & reactions haven't been reported
- Whether vaccine mixing has taken place
- If changes in storage guidance for vaccines have impacted reactions
- Whether patients reporting adverse reactions had previously had or tested positive for COVID-19
- What brand(s) the booster doses are
Cause for Concern
As we began our first look at the week by week data, it came to our attention that Dr Tess Lawrie (MBBCh, PhD), of the Evidence-based Medicine Consultancy, was about to undertake a similar task. We therefore reached out and agreed that we would pool our technical skills and her medical expertise to better understand and analyse the data.
An important discovery was that similar conditions had been classified in many different ways. Dr Lawrie’s medical knowledge helped us to better group similar conditions together. Once we did that, it became clear that there were far higher incidences of some reactions than a cursory glance of the MHRA report would suggest.
Dr Lawrie was so concerned about what she saw that she immediately presented the findings in an open letter to Dr June Raine, Chief Executive of the MHRA. As well as presenting the findings, the letter also called for an immediate halt of the COVID-19 vaccine rollout until more detailed analysis of the Yellow Card data can be carried out.
With the rollout continuing, Dr Lawrie sent a follow up letter in September 2021 highlighting even more concerns, particularly that the suspected deaths per million doses was 28 times higher than for the flu vaccines.
Yellow Card Summary to 5th January 2022
| Pfizer/ BioNTech | AstraZeneca | Moderna | Unspecified | Totals | |
|---|---|---|---|---|---|
| Rollout Start Date | 08/12/20 | 04/01/21 | 07/04/21 | n/a | n/a |
| First Doses Administered | 25.3 milion | 24.9 million | 1.6 million | n/a | 51.8 million |
| Second Doses Administered | 21.9 million | 24.2 million | 1.4 million | n/a | 47.5 million |
| Boosters Administered | 34.8 million | 34.8 million | |||
| Adverse Reactions | 446,903 | 855,968 | 106,996 | 4,426 | 1,414,293 |
| Deaths | 684 | 1,182 | 29 | 37 | 1,932 |
How The Brands Compare
- Pfizer/BioNTech
- AstraZeneca
- Moderna
- Unspecified
Doses
Adverse Reactions
Deaths
Top 20 Adverse Reactions
| wdt_ID | Condition | No of Reactions | No of Deaths |
|---|---|---|---|
| 1 | Headache | 117,645 | 0 |
| 2 | Fatigue | 80,954 | 1 |
| 3 | Pyrexia | 77,555 | 1 |
| 4 | Chills | 57,016 | 0 |
| 5 | Nausea | 52,470 | 0 |
| 6 | Myalgia | 41,242 | 0 |
| 7 | Pain in extremity | 39,780 | 1 |
| 8 | Dizziness | 36,316 | 0 |
| 9 | Arthralgia | 35,429 | 0 |
| 10 | Pain | 29,585 | 0 |
Top 20 Causes of Death
| wdt_ID | Condition | No of Deaths |
|---|---|---|
| 1 | Death (no further information available) | 538 |
| 2 | Pulmonary embolism | 150 |
| 3 | Myocardial infarction | 95 |
| 4 | Cardiac arrest | 84 |
| 5 | Cerebrovascular accident | 73 |
| 6 | COVID-19 | 72 |
| 7 | Sudden death | 71 |
| 8 | Cerebral haemorrhage | 63 |
| 9 | Thrombosis | 48 |
| 10 | Pneumonia | 47 |
REACTIONS & DEATHS BY TYPE (SOC)
| wdt_ID | Type of Reaction (System of Care) | Reactions | Deaths |
|---|---|---|---|
| 1 | Blood disorders | 26,074 | 21 |
| 2 | Cardiac disorders | 23,960 | 319 |
| 3 | Congenital disorders | 210 | 2 |
| 4 | Ear disorders | 17,600 | 1 |
| 5 | Endocrine disorders | 802 | 0 |
| 6 | Eye disorders | 23,309 | 0 |
| 7 | Gastrointestinal disorders | 130,174 | 31 |
| 8 | General disorders | 400,803 | 660 |
| 9 | Hepatic disorders | 777 | 10 |
| 10 | Immune system disorders | 5,993 | 6 |