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Exposure to air pollution is linked to an increase in violent crime

economist.com

171–180 of 241 posts

Re: Exposure to air pollution is linked to an increase in violent crime

#171
post #95

Earlier quoted context omitted.

from my experience, when science stories that go viral turn out to be wrong it's some secondhand reporting by people misunderstanding or misrepresenting the actual firsthand report

The replication crisis says otherwise.

Both of those phenomenona are common. They aren't mutually exclusive.

Re: Exposure to air pollution is linked to an increase in violent crime

#173

Earlier quoted context omitted.

The abortion theory is pretty much busted by now. You find the same crime-reduction pattern in European countries were abortion has been legal since the 1940s. You don't find subsequent crime increases in countries were abortion has been outlawed or access to it has been severely restricted.

hmm, well I did listen to the above podcast which was recorded in 2019, and they revisited the abortion numbers and still thought it was very relevant. Do you have a link I can check out?

Donohue and Levitt have, as they say, "dug their heels in." But other researchers have tried and failed to find correlations between abortion and crime in other datasets. See f.e. https://www.jstor.org/stable/40071728?seq=1#metadata_info_ta... and https://pdfs.semanticscholar.org/9401/e8f1a53aa4437beed139ec... Other researchers have focused on Donohue and Levitt's study itself and found methodological flaws. See https://www.nber.org/papers/w15098.pdf and https://papers.ssrn.com/sol3/papers.cfm?abstract_id=866864: "We revisit that paper, showing that the actual implementation of DL's statistical test in their paper differed from what was described. (Specifically, controls for state-year effects were left out of their regression model.) We show that when DL's key test is run as described and augmented with state-level population data, evidence for higher per capita criminal propensities among the youths who would have developed, had they not been aborted as fetuses, vanishes."

Re: Exposure to air pollution is linked to an increase in violent crime

#174

It's such a typical kneejerk "skeptical" reaction at this point to be like "oh well maybe correlation doesn't imply causation" as if there are no causal relationships ever in life itself. But really if the rationalists just took a few seconds to think about it maybe they'd find a some plausibility in the notion that exposure to harmful pollution could trigger a stress response; stress is intimately wrapped up with ag…

My knee-jerk reaction to this was to a find a confounding variable. Maybe people get more violent when the weather is hot, which is also when we use the most energy? I know cops always complain about hot days.

They controlled for temperature.

Re: Exposure to air pollution is linked to an increase in violent crime

#175
post #82

Earlier quoted context omitted.

Well yeah, but they have to remove all the other factors like heat, wind and rain, which are correlated to air pollution. There is likely less violent crimes on rainy days, just because more people stay home. To do this properly, they would have to do a controlled experiment with people in rooms with or without air pollution. And measure how sanguine they get or something of that nature.

From the full paper: "Pollution and crime rates may have common correlations with location and time-varying unobservables. For example, PM2.5 or ozone levels and crime rates may be correlated with county-level covariates such as traffic density, population density, demographics, and industrial activity. Failing to control for such covariates will lead to biased estimates of γPM and γo. Our identification strategy exp…

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Re: Exposure to air pollution is linked to an increase in violent crime

#176
post #151

Earlier quoted context omitted.

I don't think most people are doing the thing you're implying they're doing. Nobody is trying to shut down the conversation. Most studies do an incredibly poor job of controlling for exogenous variables.

That itself is an apocryphal claim, but even if I take it at face value it doesn't really apply to curated data sets that we tend to be exposed to by media outlets with modestly competent science departments. The Economist is certainly not the best out there, but it's very far from an uncurated data set.

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Re: Exposure to air pollution is linked to an increase in violent crime

#177
post #153

Earlier quoted context omitted.

> Saying "no" to everything is no different than saying "yes" to everything from a logical perspective. This is incorrect. The base rate of true findings when talking about causal models is extremely low. If you say "no" to every published finding, you will be right much more often than you're wrong. Now, that doesn't mean you should say no to every published finding. But the idea that "yes" and "no" should be equall…

I agree with this, but we're not talking about equal weighting here. We are talking about absolute bias is towards no or yes without any inquiry. The actual prior distribution of effective to ineffective models is extremely hard to infer from everyday life. We don't have access to unbiased data sources. That's why we should focus on inquiry rather than canned responses. As an example of how this can be misleading com…

I think we probably actually agree. I am also opposed to any sort of inquiry-free canned response. I do think that, if you don't have time or desire to investigate, your baseline should still be that results like this are probably false. Even given the bit of investigation i've done into this study, and even though I think it's decently well done and reasonable, if I had to bet money on it, i'd bet that it's false.

However, I would say that if you don't have the time/desire to investigate, your comments in public forums probably aren't worth listening to. So, I do agree that people that simply respond with "correlation != causality" without reading the study probably shouldn't be doing that.

> As an example of how this can be misleading common the average person sees only a tiny fraction of the proposed models that are much more likely to be valid because they've passed far enough along the process of publishing to have received some scrutiny and some credibility in the average case.

Ya, that's definitely true. The base rate of true models in published research is almost tautologically higher than the base rate of true models amongst all possible models. I was going to say that it is tautological...but I suppose it's actually not. All published models could be false. But I certainly agree that the research process is a pretty good filter, and the base rate of true models is almost certainly higher. But i'd be very very surprised if it was higher than 50%, even if you use a fairly high standard for "published research".

Re: Exposure to air pollution is linked to an increase in violent crime

#178

Earlier quoted context omitted.

And other big part was legalized abortion. http://freakonomics.com/podcast/abortion/

The abortion theory is pretty much busted by now. You find the same crime-reduction pattern in European countries were abortion has been legal since the 1940s. You don't find subsequent crime increases in countries were abortion has been outlawed or access to it has been severely restricted.

This paper uses differing dates of abortion legalization in Western Europe to find a strong effect of abortion reducing crime: https://www.sciencedirect.com/science/article/abs/pii/S01448...

Those are dates in the 60's though, so not sure what European countries you're referring to. Looking at https://en.wikipedia.org/wiki/Timeline_of_reproductive_right... the only country with on-demand abortion before 1950s was the Soviet Union for a brief period.

Re: Exposure to air pollution is linked to an increase in violent crime

#179

Looking forward to "The air made me do it.." defense coming soon to a court near you

While that sounds like a troll comment, I'm going to say that there's merit to this - at least as a class action lawsuit. When you get sick from second hand smoke and it's been shown to be bad for you, there's a case to be made. If people are being psychologically affected by 'second hand pollution' then there's a case to be made that the local or federal government isn't doing their job (which is to serve the people). A lawsuit can be very real if consistent results are shown in multiple studies.

Re: Exposure to air pollution is linked to an increase in violent crime

#180

Earlier quoted context omitted.

People have good reasons to be skeptical about such studies: there's like a million of possible confounders for these kind of things, and it's impossible to control for every one of them (remember, if you control for 2 confounders which are themselves confounded by a common source, you're not controlling for anything and you're just adding bias). People should just stop doing this kind of studies, we are just not equ…

I cannot imagine being either dumb or arrogant enough to suggest that people should not attempt to study problems just because they're challenging.

> Challenging

Yeah, like looking for perpetual movement or the philosopher stone.

BTW, I should have worded my thoughts differently: I don't mind if individual people waste their time doing that kind of pseudo-science.

I do mind however that these studies get fundings instead of more down-to-earth ones. I do mind when young researchers are driven to this kind of bs by perverse insentives. And I do mind when laypersons are taught by mainstream media that this is science.

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