/1 =-=-=-=-=-=-=-
Thread: Mortality in 2020 and myths
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2020, unsurprisingly, came with excess death. There was an 18% increase in overall mortality, year on year.

But let's dive in a little bit deeper. The @CDCgov has updated WONDER, its mortality database.
/2 First, let's get you acquainted with my graph. It looks noisy because I wanted to give you the best data possible.

Graph: monthly rate of SUICIDE in the US, for every year going back to 1999. Teal represents 2019 and red 2020.
/3 I wanted you to see the trends, so there are 5 years 2014-2018 represented in the dark blue.

On the bottom, the summary of raw # of deaths 2019 vs 2020, and if this represents a significant difference (p<0.05)
/4 This graph shouldn't be surprising to you if you were following me before. what does it show? Overall, there was a decrease in suicides in April and May, with an overall significant decrease of -3.6%.
/5 There was a ton of media about gun purchases at the beginning of the pandemic. Using WONDER, we can separate gun deaths from non-gun deaths.

Here are the non-gun suicide deaths in 2020, showing a larger decrease (-8.3%)
/6 Here are the gun suicide deaths. For 2020 We see the similar dip in April, but pretty much on pace with 2019 after that. The difference between gun suicides for 2020 (-1.0 to +3.7%) is SIGNIFICANTLY higher than the difference in non-gun suicides for 2020 (-10.7 to -6.0%).
/7 I am quite certain that one of the reasons that America did not see the same drop of suicides (America -3.6%) as its Canadian (-32%), Australian (-10%) and UK (-10%) cohorts is because of gun ownership. One of the many reasons suicide prevention is reducing gun ownership.
/8 This may seem counterintuitive to some, but transport accidents went up significantly. Most public health experts believe this is due to less drivers = more speed = more catastrophic accidents.

3,000 extra deaths in America due to traffic accidents in 2020.
/9 Whenever I present the suicide data, I get "but what about overdoses?!?!" from anti-protective-measure types. But let's really look at it, shall we?

Absolutely, overdoses increased, and significantly. An extra 20k deaths occured in the US.
/10 Most experts share that toxic drug supply due to nobody being able to mule drugs/skyrocketing prices/less availability are reasons for higher drug overdose fatalities, as people forced to use higher potency drugs/synthesize toxic drugs.

The marginalized suffer the worst.
/11 However, Do pay attention, class.

Drug overdoses were +18% higher in January and February compared to 2019, before the pandemic. If we go back to 2019, Oct-Dec are 15% higher than in 2018. So there was likely a PREPANDEMIC increase going on.
/12 Still, the pandemic bump is obvious and large. Things "settled" back to the January-February +18% in November, but its clear that the pandemic had large effect on ACCIDENTAL drug overdoses.
/13 People use the awful (and trust me, its awful) "deaths of despair" metric to try and stuff together drug overdoses, suicides, and alcohol overdoses AS IF THEY ARE THE SAME THING. They are not. Drug overdoses, coded like this, are NOT intentional. They are accidental.
/14 How do we know this? Because coroners investigate all drug overdose deaths, and have 3 categories.

a) ACCIDENTAL drug overdoses for when the coroner has good reason to believe the death was accidental and intent not present. This is the above.
/15 .

b) INTENTIONAL drug overdose deaths. These are drug overdose deaths in which the coroner determines that the drugs were taken with the intent to die.

Here, we can clearly see that these drug overdose deaths DECREASED significantly.
/16 .

c) UNDETERMINED drug overdose deaths. This is when the coroner is unsure the intent of the use. For 2020, there was no significant change compared to previous years (obviously within 6 year variance too). October looks unique, but did not test high compared to 2019.
/17 So no, the drug overdose increase are likely not simply where all the "Decreased suicides" went. Drug overdose is a unique phenomenon and the complete shutdown of international borders/travel wreaked havoc on drug supply.
/18 Governments would do well to institute safe supply, and for anyone who purportedly cares about people dying of drug overdose, you want the following:

* safe injection sites
* safe supply of drugs
* humane universal income for all people
* legalization and decriminalization
/19 Homicides? Wow did Americans get murdery in the pandemic. Huge, never-before-seen increases in homicides across the country.
/20 Before I get a (ahem) contingent claiming lawless "urban" (ahem) areas, I will point out that the increase was seen in all urbanization counties in the US.
/21 Buuuuuuttttt... gonna get all Canadian on ya and point out the gun problem again. If we go to non-gun homicides... no major increase. Well, it's up 9.4%. but... check out the difference when we look at gun homicides.
/22 Ka-BLAM-o! (quite literally).

The "pandemic effect" on gun homicides is astronomical. +34% deaths.

Americans: Y'all really need to get rid of your guns. Seriously. It's killing you.
/23 Pregnancy/Childirth deaths were overall up 16.3% on the year. Compared to 2019, much higher (+223 deaths). For the 5 year variance... not sure it passes the visual test of "different than before"

I worry what we will see when we break down by race..
/24 To check on a few things people have wondered about:

a) cancer deaths did not increase.
b) cardiac deaths increased
c) stroke deaths increased
d) alzheimer deaths increased
/25 Very likely, these deaths are direct (died before detection)/secondary consequences of COVID infection itself. Only one cause can be listed as the "underlying cause of death;" i'm betting many covid-accelerated deaths are coded in these diseases due to pre-existing histories.
/26 Remember, most evidence points to the COVID death tally in 2020 (350,812) to be an UNDERCOUNT, not an OVERCOUNT.
/27 Well, that's enough mortality. If you've stuck it through this far remember 3 things:

1) myths about covid deaths propagate far and wide; we are just now getting the data we need

2) getting vaccinated and stopping spread of covid is how we save lives here

3) love y'all.

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More from @tylerblack32

6 Jan
/1 A great summary given by the @mehdirhasan regarding the rhetoric around schools, "trauma," & kids' mental health. I was so pleased to see these nuances injected into the conversation.

I'd like to talk about a different aspect, but please watch first!

/2 Wayyyyy back in July 2020 when schools were approaching I worked very hard to get the word out: schools are actually quite nuanced when it comes to kids' mental health. It still holds, and I'll be reiterating some of it here.

/3 How about this CDC data (I compiled/visualized) of # pediatric suicides per day? School days are associated with a 40-50% increase in suicides compared to non-school days. Image
Read 19 tweets
4 Jan
This graph is now dynamically created based upon the latest @CDCofBC dashboard. #vaccineswork, even in the last month of this awful pandemic.

#stats #covidbc #bcpoli #epitwitter

/1 Image
Vaccination effectiveness dashboard

/2 Image
Raw data from @CDCofBC Image
Read 5 tweets
31 Dec 21
Hi @FrontiersIn : A paper of yours (editor: @GetchellNancy) missed some very important (and honestly basic) statistical issues, and is contributing to a narrative that is not supported by the paper.

#twitterpeerreview
#reviewer2stepsinanddoesthejob
#statstwitter
The paper should have been challenged on review:

* why not iterate 1 year vs other 5 years for all years '16-20 (resolves all issues)
* why not challenge the finding in "communication at 1 year" increasing for 2020 when clearly the significance comes from the low 2017 #

/2
Had it done so, the conclusion of the paper would be markedly different: "2020 showed similar and expected fluctuations as has been seen in the prior 5 years in all domains," and it would not be used as evidence that "pandemic measures effects harm child development"

/3
Read 8 tweets
31 Dec 21
The editorial process at @FrontiersIn makes a blunder. A study looking at "Developmental delays in children born during the pandemic" claims that fine motor delay and communication delay were seen comparing 2015-2019 & 2020.

This is very misleading. I see this mistake a lot.

/1
In fact, it is true that comparing 2020 to 2015-19 shows high anomalies in these two delays. But, if i compare 2016 to (2015, 2017-20) I would get the SAME significance testing. 2016 is worse than 2020 for fine motor and on par for communication.

/2
This is a case of a fallacy "cherry-picking."

The authors compared 2015-19 to 2020 but NOT:

2015 to 2016-20
2016 to 2015,2017-20
2017 to 2015-16, 2018-20
2018 to 2015-17, 2019-20
2019 to 2015-2018, 2020

And intentionally so, due to the cherrypicked "pandemic" situation.

/3
Read 12 tweets
30 Dec 21
Vaccines for kids against COVID are VERY SAFE:

* 8.7m vaccines given to 5-11y
* 100 "serious side effects" in VAERS (**NOT** causative link) including myocarditis (15), for a myocarditis rate of 1 per 540000 (unsecure VAERS)
* 2 deaths, neither causal

/1

cdc.gov/mmwr/volumes/7…
Using enrolled v-safe program, 42k kids received the vaccines. Normal, expected reactions occurred. 14 (0.02%) hospitaled following vaccine, and one of those was not actually hospitalized (error report).

No deaths. (AT LEAST 104 kids died of COVID during this time)

/2 Image
In another active surveillance program, out of 333,000 child vaccine doses given, NO cases of myocarditis 1-42 days after administration have been found. thats 0/333,000 doses.

/3
Read 5 tweets
30 Dec 21
Good lord this harrassing-women-scientists doofus is awful. Nobody is anti-school (except kids, sometimes, who Eli doesn't actually care about). There is good reason to advocate for not having places of >30 people in a room congregating during a spike in the pandemic

/1
I am not anti school. I DO think that school has many unaddressed PREPANDEMIC stressors that the pandemic has worsened, but I also am a huge geek and did >20 years of the damn thing, as did all the PhDs he mocks and derides.

/2
Schools can safely be closed during periods of high transmission, and when they are open they need to be **safer and less stressful to kids**.

Covid safe would mean ventilation, smaller classes, different ways of learning, outdoor activities, and access to virtual tech.

/3
Read 5 tweets

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