Is ("Chemical Imbalance" => Depression) an example of fake causality?
post by const LIZARDMAN · 2021-05-26T22:55:53.058Z · LW · GW · No commentsThis is a question post.
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Answers 3 ballerburg9005 1 Raven None No comments
I'm referring to fake causality as described in Eliezer's post, here [LW · GW].
I've often heard it said that "depression is a chemical imbalance", or that depression may be caused by biochemistry. But isn't everything we experience- every emotion (or lack thereof), manifest physically in the brain as a chemical state, regardless of the cause? What is the predictive value of saying depression is caused by biochemistry?
Seems like there must be a reason for that chemical state in the first place, whether it be life events, something you ate, a pathogen, genetics, or whatever it may be.
Answers
Chemical imbalance is what is called a working hypothesis. In absence of any proper knowledge, a working hypothesis can enable further research by reducing the subject to well understood components - even if those components ultimately fail to provide any useful explanations at all. A working hypothesis is rather understood to be essentially garbage, although it can technically still be or considered to be true.
Imagine a Windows 95 ATM machine was sent back 200 years into the past and studied by researchers of the time. After a while, naturally its integrated circuits start to break down due to its age. Also the PC would slow down considerably with time due to malware and disk fragmentation. The program will freeze quite often but very unpredictably and randomly so. It might even blue-screen and it will sometimes consume a lot of power and produce a lot of heat. The scientists are locked out of the operating system, so they can't study the PC from there. All that they really do understand at the time is voltage, which they can measure between the components. In fact they even discovered that raising the 3.3V rails from the PSU to 3.6V does somewhat improve the slow programs, but it will also cause more system freezes and more air will be pumped through the case by the fans. Likewise they discovered that lowering the 3.3V rail to 3V improves system freezes and less air will be "consumed". But putting it even lower causes crashes and slowdowns at the same time. Also the broken down ICs will function best in a temperature range of 50-70°C, but the scientists don't know that. They only observe that the PC runs more stable if the case vents are plugged shut - at least for the duration of their studies that is. When the PC freezes or displays other changes in behavior, the voltages they can measure all around the motherboard also change in a multitude of ways.
Forced to draw a conclusion, the scientists propose that the PC suffers from a voltage imbalance and furthermore that excessive consumption of oxygen from the air by the components causes ill effects through redox reactions. They conclude that it is the best course of action to raise the voltage to 3.6V and to partially tape the vents of the case shut.
This is neuroscience and psychiatric medicine in a nutshell.
↑ comment by const LIZARDMAN · 2021-05-27T16:25:50.546Z · LW(p) · GW(p)
This was a helpful response, thank you. The concept of a working hypothesis is unfamiliar to me and I'm curious about the practical utility of them, which leads me to more questions like: By what sort of process does the existence of a working hypothesis enable research? To what extent would said research be more difficult to do without a working hypothesis? To the extent that a working hypothesis is used in public communication with non-scientists about a given topic, why is it so? So I will investigate these things and look for resources to learn more.
Replies from: Pattern↑ comment by Pattern · 2021-06-11T06:26:37.536Z · LW(p) · GW(p)
To what extent would said research be more difficult to do without a working hypothesis?
You would have to poke around, with no idea what you're looking for.
By what sort of process does the existence of a working hypothesis enable research?
The working hypothesis says you should try poking around over there, which narrows things down a little bit, but not very much.
To the extent that a working hypothesis is used in public communication with non-scientists about a given topic, why is it so?
People like having an explanation. Even if it tells you very little indeed.
Something more specific - I think head trauma is related to depression. If this involves a 'chemical imbalance' then maybe that means something was damaged...relating to happiness? (There's also some theories about top down versus bottom up processing which didn't really clear things up for me, but might offer a possible explanation.)
I think it also implies that it's something that needs external influences to fix, and that we know how to fix it.
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