Kareem Carr, Statistics Person Profile picture
Sep 26, 2020 15 tweets 3 min read Read on X
WHAT I SAID WAS "Scientific knowledge is socially constructed" BUT SOME PEOPLE HEARD "Scientific truth is a social construct". For me, there is a difference!
When you tweet things out to 45k people, you learn a lot about the difference between what you think you said and what people hear.
I now understand that some percentage of people are hearing me say "Scientific truth is a social construct" whenever I say "Scientific knowledge is socially constructed". I think both are true but that's not the whole story. Let me explain.
Let's talk about language for minute. I'm sure you will agree that the words we use for things are somewhat arbitrary. However, the things in the world that we use language to describe aren't arbitrary. The word "rose" is a social construct but the rose itself is not.
Languages imperfectly depict reality. They disagree with each other on how to carve up the world. Distinctions in one language often don't match up with distinctions in other languages. These mismatches can help us learn something about objective reality.
Here's what I think. I think it's possible to socially construct something which technically speaking is a social construct (like words in a particular language) but which approximates a non-social construct (like physical reality).
The level of correspondence between the social construct and reality is an objective property of the construct. For instance, "unicorn" and "horse" are both words and both socially constructed but one of these words matches up better with reality than the other.
When we create a social construct with a goal in mind like helping us manipulate the physical world, I think that goal IS constraining on our construct. I would expect some convergence in the form of the construct as it comes to better describe objective reality.
In the language analogy, the process of "socially constructing" scientific knowledge is like translating sentences back and forth between multiple languages as a way of telling us something about the biases each language contains and about reality itself.
When we participate in science as individuals, we create mental constructs. When we participate in science as a group, we exchange our mental constructs with each other and test them out.
This process empirically tests whether our mental constructs, our personal knowledge that appears to us to correspond to reality, is indeed mind-independent knowledge. Only after we have verified that a useful mental construct is mind-independent, can we safely call it "science".
To summarize. I believe that:

1. Scientific knowledge is socially constructed

2. Scientific knowledge is a social construct

3. Scientific truth is NOT a social construct
Let me translate this into the language analogy.

1. English is socially constructed

2. The precise wording of any collaboratively written sentence is a social construct

3. The correspondence of that sentence with reality is not a social construct.
Addendum: There is a lot more to say about how one would establish the degree of correspondence between a social construct and reality or how one would come up with good candidate mental constructs to begin with but that's another longer essay.
Forgive me for not addressing every aspect of the scientific method in this tweet thread. I'm only focusing on the "social construction" aspect for now because I find it interesting! Also please don't take this essay as me saying I know all the answers because I don't.

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More from @kareem_carr

Jan 23
This is a resource thread about the Datasaurus Dozen data and how to get it.

The Datasaurus Dozen is a collection of extremely different datasets with near identical summary statistics.

It’s a reminder to all of us to ALWAYS plot our data.
Here’s what all the datasets look like: Image
It’s available through R using the following code. Technically, all you need is the library call:

library(“datasauRus”)

and then you can access the datasauruss_dozen variable containing the datasets. The rest is just for plotting. Image
Read 6 tweets
Jan 20
Nassim Taleb has written a devastatingly strong critique of IQ, but since he writes at such a technical level, his most powerful insights are being missed.

Let me explain just one of them. 🧵 Image
Taleb raises an intriguing question: what if IQ isn't measuring intelligence at all, but instead merely detecting the many ways in which things can go wrong with a brain?
Imagine a situation like this, where there's no real difference between having an IQ of 100-160 in terms of real world outcomes, but an IQ of 40-100 suggests something has gone seriously wrong in a person's life: anything from lead poisoning to severe poverty. Image
Read 11 tweets
Jan 15
Here's something counterintuitive, that a lot of people don't understand about heritability as it relates to race, if skin color is heritable, and discrimination based on skin color is common, the bad outcomes due to racism is going to be heritable as well.
Whenever you get any race-related heritability numbers, the first thing you absolutely should do is ask the person giving you those numbers what they did to rule these pathways out as a possibility.
In my experience, the answer is almost always nothing.
Read 4 tweets
Jan 15
hey now, this is the guy that said your tweet was racist. go yell at him not me. Image
Let me break this down. The original tweet is doing the statistical equivalent of this. Image
It makes no sense to treat a white person being killed by a black person as special and different from a white person being killed by another white person.
Read 7 tweets
Jan 13
It feels racist because it’s a white nationalist framing of these data. This is a textbook example of how to lie with statistics. Image
My main criticism is he didn't even provide a source. So, 100k+ people have seen this and we don't even know if there is any real data here.
The best way to lie with statistics is to just make them up.
Read 10 tweets
Dec 30, 2024
According to a recent paper, the vast majority of academics gain their elite status the old-fashioned way, they were born with rich parents. Image
Academics are more likely to have rich parents than teachers, lawyers and judges, and even physicians and surgeons. Image
Even academics at MIT are more likely to have rich parents. Notice that MIT is higher on the list than NYU, a school that is notorious for being full of kids with rich parents (like Trump’s son for instance). Image
Read 8 tweets

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