tern Profile picture
Jan 10 77 tweets 15 min read Read on X
I just want to do a very quick run through the latest up to date charts of rates of sickness absence in *young* doctors here.

Yeah. This is still *really* important, and I'll explain why in a moment.
There are some really really important points before I get on to the graphs.
First off - these are young doctors in their mid to late 20s.
'F1s' and 'F2s' and 'Core Training' doctors.

There may be a very tiny number of older F1s and F2s, but *they're rare*.
⚠️So they're not old. They are not 'an aging population'.
And they're not all 'from abroad'.

Most F1s (90-95% from year to year) are trained here in medical schools in England.
⚠️So these aren't people 'coming into the UK from abroad with foreign illnesses'.
And the people who are F1s and F2s *now* are not the people who were F1s and F2s *six years ago*. This is really really important.
Often you hear people say that 'healthcare workers are burned out because of the pandemic'.
⚠️These most recent cohorts were sitting their A-Levels during the first stage of the pandemic. They only started working in hospitals last year - but they are already sicker *in their first month* than the previous year's cohort.
Do you understand that and why it's so important?
When I show you a chart of F1s sickness absence, it isn't the same people each year.

It's different people each year, and each subsequent group of people is sicker than the last.
Not because they're an aging population.
They're not.
Not because they're from countries where people are less healthy.
They're not.
Not because they're burnt out.
They're not.
They *arrive in work sicker*.
Let me show you:
Here.
(Don't look at the large jags on the red line - the new cohort of F1s start every August, and the stats get messed up.)
Look at the black line which is the rolling six month average.
Look at the steady climb. Image
Do you see that?
They're now off sick nearly twice as much as they used to be.
And here's F2s.

They now *are* off sick twice as much as they used to be.

Remember: a different cohort each year. Image
It's worth pointing out that there isn't this granular detail for each band of doctors in the NHS data - this detail only starts in 2019 - but all other data *suggests* that before 2019 these absences were *very consistent and level*.
Doctors in Core Training, the next stage after F1s and F2s.

Off sick nearly twice as much now. Image
Now... *why* are they off sick...

Minimisers try to say that 'the most common reason for sickness absence is stress' and 'the pandemic caused burnout'.

But again *remember that these F1s are totally fresh*.

No experience of working in hospitals in 2020/21/22.
Yeah.
F1s are now more likely to be off sick with anxiety/stress/depression/other psychiatric illness than they used to be - but it's less than 20% of the total... but also all those conditions are *mental health symptoms* that can be caused by *physical infections*. Image
And 'cold cough flu' (which covers a lot of ground) accounts for nearly twice as many sick days.

So in these new doctors stress/anxiety/depression is *not* the main reason for sickness absence. Image
And Asthma 👀 Image
And 'headache/migraine'

👀
😮

Even F1s in their *very first month of work* are more likely than ever before to be off sick with this.

That's astonishing. Image
Ear/Nose/Throat.
😕 Image
Again... these graphs are *rates*, so this isn't because there are more staff.
This is adjusted for the number of staff.
Dental and Oral Problems.
😬 Image
Not massive numbers... but the numbers that there are have more than doubled.

*in young doctors* Image
Now this one is a wtf.

Remember.
This is in people in their very first year of employment.

They're so much worse than people in 2019.

Just mindbending.

Gastrointestinal problems. Image
Seriously wtf.
But then this....

Genitourinary and gynaecological disorders.
👀 Image
Is this representative of these problems in people in their mid 20s right the way across different industries and across the country?
This one's odd.
Very low numbers for nervous system disorders, thankfully... but there's a trend there still. Image
This one's heartbreaking.
Very low numbers again for pregnancy related disorders in this age group... but we'll come back to this code again with the F2s and Core Training.

Remember this one. Image
Skin disorders.

We'll come back to this one too. Image
Again, the most recent batch of these F2s have only been working for *one year*.

They started one year ago.

And look at the increased prevalence of these conditions *already*.

Anxiety/stress/depression in F2s. Image
And they seem to either have not been paying attention during manual handling training, or are having problems with their musculoskeletal systems.

Backs: Image
And they are *definitely* having problems with their immune systems.

Three times as likely to be off with
Cold/cough/flu: Image
And in their guts too.

Would you look at that.

CAN YOU SEE THE SHAPE OF THAT GRAPH.

Gastrointestinals in F2s: Image
😢
Genitourinary and gynaecological: Image
Interesting.
Fractures.
🤔 Image
Nervous system disorders.
🧐 Image
Oh boy.

This one. Pregnancy related disorders.
💔 Image
Headache/Migraine.

That
Steady
Climb.

Remember: these are not the same people each year.

It's a new population every 12 months.

Different people, worse problem. Image
Asthma. Image
Now... this is getting interesting... A/S/D for doctors in core training is actually taking a dip. Image
But back problems isn't. Image
Nor is musculoskeletal. Image
Nor is cold/cough/flu.

This cohort is *slightly* different to F1s and F2s.

They're normally in core training for two to four years depending on their discipline, with the most common ones being two, and the most complicated ones being four.

But look *how much sicker they are*. Image
And that, yet again, in this group, anxiety/stress/depression is *not* the most common reason for sickness absence.

*Illness is*.
Gastro going badly wrong again.

Look at the continued climb. Image
Back. Image
Other musculoskeletal. Image
Headache/Migraine Image
Dental and Oral. Image
*EYE* problems. Image
Hmm.
Metabolic problems - endocrine/glandular.

Not a good trend. Image
Genitourinary and gynaecological.

Not a good trend. Image
There are lots of reasons why repeat covid infections might make you more likely to break limbs.

To be honest, I'm surprised this is rising this slowly. Image
Nervous system disorders.

One to watch very closely. Image
And this one just makes me cry.

Pregnancy related disorders. Image
I know I'm supposed to be concentrating on the groups of NHS workers who we *know* are young, but I kind of think this one can be covered for other groups too, because you've kind of got to be a little bit young to be getting pregnant with limits.

*MIDWIVES* Image
Nurses and Health Visitors
👀 Image
Support to ambulance staff. Image
Ambulance staff. Image
*All* hospital and community health doctors: Image
Other professionally qualified clinical staff. Image
Specialty registrars: Image
Do you know how statistically significant all those graphs are?
All of this in *young staff*.
They've got another thirty years of repeat covid infections ahead of them.
Or maybe not that long if those charts carry on the way they do...
All the data is from here.
Download it, make some graphs, knock yourself out.
digital.nhs.uk/data-and-infor…

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More from @1goodtern

Jan 14
One of my dissertations was on the causes of the second world war.

I wrote it late, in a hurry, when I was young, naive, sleep deprived, and thought that it was ancient history.

But one aspect of what I wrote was what Germany looked like *from the outside*.
🧵
Here are six key views of Germany from other countries at the time that totally misread the situation.

Some of them might be relevant today.
They overlap a bit, but I've put a rough timeline along with them.
Read 61 tweets
Jan 10
Just imagine for a moment that you are infected with a virus that harms the lining of your arteries. The virus doesn't damage the artery walls in every part of your body to exactly the same degree. Some parts will be more damaged, some less.

At your next infection, will the parts of your artery wall that were more damaged first time round be more or less vulnerable to the virus?
It's an interesting question, isn't it.

Will those damaged parts be better equipped the next time round?
Sadly the answer is no

Those harder-hit patches do not reset to factory condition once the acute infection passes.
Read 9 tweets
Jan 9
Let's play "Guess Where The Line Goes"

This one is "Retirement Due To Ill Health, NHS England".

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A, B, C, or D? Image
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A? Image
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Jan 8
The minimisers would have you believe that every bad health condition develops immediately, symptoms of it appear immediately, medical attention is found immediately, and the condition is diagnosed immediately.

The truth is very different.
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It can take years for the symptoms to become bad enough to need medical attention.
Read 17 tweets
Jan 6
I've been kicking around the acronym cii.

Covid Infection Induced.

For example:
cii cognitive dysfunction
cii memory impairment
cii executive dysfunction
cii brain fog
cii attention deficit
cii encephalopathy
cii encephalitis
cii seizures
cii new onset epilepsy
cii migraine
cii chronic daily headache
cii anosmia
cii hyposmia
cii ageusia
cii dysgeusia
cii tinnitus
cii hearing loss
cii vestibular dysfunction
cii dizziness
cii vertigo
cii sleep disturbance
cii insomnia
cii hypersomnia
cii circadian rhythm disruption
cii dysautonomia
cii postural orthostatic tachycardia syndrome
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cii orthostatic hypotension
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cii temperature dysregulation
cii sweating disorders
cii heat intolerance
cii exercise intolerance
cii post exertional symptom exacerbation
cii chronic fatigue
cii myalgic encephalomyelitis
cii post viral fatigue syndrome
cii severe deconditioning
cii sarcopenia
cii anxiety disorder
cii depressive disorder
cii mood instability
cii panic disorder
cii post traumatic stress disorder
cii myocarditis
cii pericarditis
cii myopericarditis
cii arrhythmia
cii atrial fibrillation
cii ventricular ectopy
cii heart failure
cii reduced ejection fraction
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cii vascular inflammation
cii arterial stiffness
cii thrombosis
cii pulmonary embolism
cii deep vein thrombosis
cii microclot disease
cii hypercoagulability
cii reduced lung capacity
cii restrictive lung disease
cii obstructive lung disease
cii pulmonary fibrosis
cii chronic cough
cii dyspnoea
cii hypoxia
cii impaired gas exchange
cii immune dysregulation
cii immune exhaustion
cii lymphopenia
cii neutrophil dysfunction
cii impaired interferon response
cii impaired opsonisation
cii reactivation of latent viruses
cii frequent infections
cii vaccine hyporesponsiveness
cii autoantibody production
cii autoimmune disease onset
cii autoimmune disease flare
cii sjogren’s syndrome
cii rheumatoid arthritis
cii systemic lupus erythematosus
cii vasculitis
cii antiphospholipid syndrome
cii autoimmune thyroid disease
cii type 1 diabetes
cii mast cell activation
cii histamine intolerance
cii anaphylactoid reactions
cii new food sensitivities
cii drug hypersensitivity
cii gastrointestinal dysmotility
cii gastroparesis
cii chronic nausea
cii chronic diarrhoea
cii constipation
cii abdominal pain
cii irritable bowel syndrome
cii inflammatory bowel disease flare
cii malabsorption
cii altered gut microbiome
cii liver injury
cii elevated transaminases
cii fatty liver disease progression
cii cholestasis
cii pancreatic dysfunction
cii pancreatitis
cii impaired insulin secretion
cii insulin resistance
cii new onset diabetes
cii kidney injury
cii chronic kidney disease progression
cii proteinuria
cii haematuria
cii bladder dysfunction
cii urinary frequency
cii urinary urgency
cii incontinence
cii sexual dysfunction
cii erectile dysfunction
cii menstrual irregularity
cii amenorrhoea
cii ovarian dysfunction
cii reduced fertility
cii endothelial barrier damage
cii blood brain barrier disruption
cii gut barrier permeability
cii vascular leak
cii musculoskeletal pain
cii myalgia
cii arthralgia
cii inflammatory arthritis
cii connective tissue fragility
cii skin disease
cii chilblain like lesions
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cii hair loss
cii eye disease
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cii uveitis
cii retinal vascular injury
cii visual disturbance
cii accelerated ageing
cii frailty
cii reduced physiological reserve
cii increased all cause mortality
cii stroke
cii transient ischaemic attack
cii cerebral microinfarcts
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cii cerebral vasculopathy
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cii white matter disease
cii demyelination
cii multiple sclerosis flare
cii new onset demyelinating disease
cii peripheral neuropathy
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cii autonomic neuropathy
cii mononeuritis multiplex
cii neuralgia
cii paresthesia
cii dysesthesia
cii neuropathic pain
cii myositis
cii inflammatory myopathy
cii muscle fibre necrosis
cii mitochondrial dysfunction
cii impaired oxidative phosphorylation
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cii reduced aerobic capacity
cii bone marrow suppression
cii anaemia
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cii pancytopenia
cii abnormal megakaryopoiesis
cii splenic dysfunction
cii functional hyposplenism
cii chronic inflammatory state
cii cytokine dysregulation
cii interferonopathies
cii persistent innate immune activation
cii viral persistence
cii viral reservoir formation
cii delayed viral clearance
cii reactivation of epstein barr virus
cii reactivation of cytomegalovirus
cii reactivation of varicella zoster virus
cii reactivation of human herpesvirus 6
cii secondary bacterial infection
cii recurrent respiratory infections
cii atypical infection susceptibility
cii opportunistic infection
cii bronchiectasis
cii chronic airway inflammation
cii airway hyperreactivity
cii asthma onset
cii asthma exacerbation
cii pulmonary vascular disease
cii pulmonary hypertension
cii chronic thromboembolic disease
cii impaired mucociliary clearance
cii chronic sinusitis
cii recurrent otitis media
cii olfactory bulb injury
cii cranial nerve dysfunction
cii vagus nerve dysfunction
cii hypothalamic dysfunction
cii pituitary dysfunction
cii adrenal insufficiency
cii cortisol dysregulation
cii thyroiditis
cii subacute thyroiditis
cii hypothyroidism
cii hyperthyroidism
cii growth hormone dysregulation
cii metabolic syndrome
cii dyslipidaemia
cii altered lipid metabolism
cii weight loss
cii cachexia
cii sarcopenic obesity
cii appetite dysregulation
cii early satiety

cii nausea triggered food aversion
cii smell induced nausea
cii oesophageal dysmotility
cii reflux disease
cii laryngopharyngeal reflux
cii pelvic floor dysfunction
cii erectile vascular insufficiency
cii reduced libido
cii placental dysfunction
cii adverse pregnancy outcomes
cii preeclampsia
cii miscarriage
cii stillbirth
cii foetal growth restriction
cii menstrual clotting abnormalities

cii endothelial nitric oxide dysregulation
cii capillary rarefaction
cii impaired tissue oxygen delivery
cii delayed wound healing
cii pressure intolerance
cii orthostatic cerebral hypoxia

cii chronic pain syndrome
cii central sensitisation
cii fibromyalgia phenotype

cii altered pain perception
cii sleep apnoea exacerbation
cii central sleep apnoea
cii nightmares
cii parasomnias
cii anxiety with somatic drivers
cii depression with inflammatory drivers

cii cognitive decline acceleration
cii dementia acceleration
cii delirium
cii prolonged delirium
cii impaired decision making

cii reduced stress tolerance
cii thermoregulatory failure
cii cold intolerance
cii photosensitivity

cii connective tissue inflammation
cii tendon fragility
cii ligament injury susceptibility
cii joint instability
cii spinal pain syndromes
cii postural intolerance

cii reduced exercise recovery
cii prolonged inflammatory recovery after exertion
cii impaired muscle repair
cii endothelial progenitor cell depletion
cii impaired angiogenesis

cii altered coagulation factor expression
cii fibrinolysis impairment
cii platelet hyperreactivity

cii blood viscosity changes
cii microvascular occlusion
cii organ hypoperfusion

cii multiorgan dysfunction
cii reduced resilience to subsequent illness
cii accelerated frailty trajectory

cii early loss of independence
cii increased healthcare utilisation
cii reduced work capacity
cii occupational disability

cii reduced quality of life
cii premature morbidity
Read 10 tweets
Jan 3
I think we've let the damage that covid infections do to *linings* slip into the background of all the other problems that covid infections cause.

I think this may be a *big* problem.
Across all of these, the pattern is the same: structural cell loss is followed by repair that restores structural continuity but not precision of purpose.
The tissue remains present, but its behaviour changes.
Function becomes uneven.
Symptoms emerge from loss of fine control
Read 96 tweets

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