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Police use-of-force data is finally coming to light

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Re: Police use-of-force data is finally coming to light

#31
post #14

Earlier quoted context omitted.

Just for clarification, blacks being shot by police at a rate of 2.5 times that of whites per capita is only evidence of racism if the shootings are random across the entire population. If the shootings are correlated to, say, the demographics of murderers (which is probably more representative than the population at large), it might actually be evidence of racism against whites -- the number of murders committed per…

According to the Mapping Police Violence site, fewer than 1/3 of the black suspects shot were suspected of a violent crime or armed. Randomly shooting people who match crime demographics seems a poor strategy. http://mappingpoliceviolence.org/

It was way more than 1/3 according to the Washington Post's database [1]. They have 258 black people shot by police in 2015 (out of 991 people total shot by police). Of those, they categorize 183 as involving "Attack in progress" (71%).

They have 63 categorized as "Other". I'm not sure what counts as "Attack in progress" because looking at those under "Other", it looks like about 40% [2] of them involve the suspect charging at officers with a knife, or threatening officers or a third party with a knife and refusing orders to drop it, or trying to run down officers with a car.

That fits in with what I've seen when I've picked a random sample at killedbypolice.net and sorted them into "justified" and "unjustified" piles. There I got something around 80-90% seemed reasonably justified, at least based on the data initially available.

Did police have to shot all these people who were threatening with knives and such? Probably not. Better training and techniques could probably have handled those situations without anyone dying or getting seriously injured.

[1] https://www.washingtonpost.com/graphics/national/police-shoo...

[2] Warning: I arrived at 40% by looking at around 25 of them, but it was the first 25, not a random sample of 25 out of the 63. Since they are ordered chronologically, if there is some seasonal variation in the circumstances under which people get shot by police it could affect my estimate.

Re: Police use-of-force data is finally coming to light

#32

Earlier quoted context omitted.

> people are willing and able to make judgements from circumstantial evidence without rigorous quantitative work- you don't demand a formal Bayesian analysis of the day's weather before you decide to take an umbrella with you But I do do a Bayesian analysis rather than a naive one: it's cloudy without raining here too often to carry an umbrella just because it's cloudy. That would be a maladaptive response, even if n…

And I'm arguing that, in any other issue, you would think "controlling for background statistics" in a formal sense is unnecessary. I'm not telling you not to think, quite the opposite. Think of this: In a country with a long history of terrible racial oppression and documented contemporary racist sentiment, a large body of people are convinced by their lived experiences [1] that police violence is racially biased, a…

> a large body of people are convinced by their lived experiences [1] that police violence is racially biased, and this conviction is further supported by a massive number of known individual cases

Okay, we know that there's an effect. No one is arguing that black people not only feel that way, but interact with (and are killed by) police at a higher-than-white per capita rate. That certainly should be addressed, and is a major social concern.

I think we agree on how to interpret the data at least this far -- that there's an effect, originally identified anecdotally by black people but supported by data, where black people are killed by police more often per capita. (Numbers I've seen are like 2.5x per capita -- but order of magnitude, I think we can agree on somewhere between 2x and 5x.)

Where we disagree, and I think we're just going to have to disagree, is that this is evidence that there's a lot of systemic racism going on. (Think "70 cent" wage gap, not "95 cent" wage gap.)

I think we're seeing a little bit of active racism, a lot of lingering economic effects of historic racism, a little bit of active cultural maladaptation, and a lot of general police violence. (That's me "thinking about the issue with an open mind" -- that distribution is basically the prior on social issue breakdown.)

You seem to suggest that the data suggests just "a lot of racism", which is where I disagree: I don't think the evidence is anywhere near moving the needle from the prior of "complex weave of the usual issues" to "outright, ongoing, systemic racism".

> But if you think about the issue with an open mind, you're still going to feel pretty damn confident about what's actually going on.

Finally, I just want to say, that this argument supports literally anything that sounds appealing, regardless of how likely it is to be true. There's a long history of creating new problems while attempting to solve problems by adopting solutions that make no sense upon detailed analysis, but sound good or appeal to our emotions in some way.

Re: Police use-of-force data is finally coming to light

#33
post #21

Earlier quoted context omitted.

There are ways in which I am sympathetic to some of your points. I am white and have had people of color be assholes to me merely because I am white while claiming there is no such thing as "reverse racism" (and there is not -- a black person hating a white person merely because of their color is straight up racism ), but a couple of things: A) no matter how well off they are, blacks have to put up with shit whites t…

My point with B was merely to say that if the issue is lingering economic after effects, rather than currently held racist attitudes, we should address the problem differently. The solution to a community being treated poorly because they're poor is different than a community being treated poorly because they're black. I think of it like this: I don't want to be diagnosed sick, but if I'm sick, I want to be diagnosed…

I also think a lot of you are being uncharitable:

I am sorry you are feeling ganged up on, but I am an individual, not part of some group "lot of you." I am a medically handicapped woman with a shitty life who just likes talking with people and that's it. I was in no way judging you as an individual and I started out with stating that I have sympathy for some of your points.

But as a woman who has really had to deal with a lot of shit on HN and gets told all the time that I am basically imagining things, and as a homeless person who has very much experienced classism and exclusion while homeless, I think that "small percentage" that is attributable to the color of their skin is significant and not to be dismissed.

I try really hard to talk about just treating all people decently and in some places that gets my remarks routinely deleted. I am a white woman and part of my so-called "white privilege" is that I have a predominantly white genetic disorder that is the root cause of my poverty and homelessness and I get a whole lot of fuck you over that. With being homeless, I am presumed incompetent and people tell me to go seek out charity and are incredibly dismissive of my attempts to try to figure out how to establish an earned income that works for me in spite of my medical situation.

There are a lot of things I have dealt with in the last few years that are a huge head fuck and often make me suicidal because I feel strongly that my financial problems should not be anywhere near as bad as they are and are made far worse by classism and the assumption that a homeless person must be a total fucking loser with nothing of value to offer. And there are times when this just seems like an impossible trap that cannot be escaped.

I expect that I will escape it, but I have my moments where it just feels really hopeless because of the shitty attitudes and behaviors of other people unnecessarily compounding my problems.

So how do you propose to magically solve their poverty if that is "the real issue"? Because from where I sit as a homeless person, that comes across as an excuse to not deal with racism, which is real and does have an impact.

And maybe you can stop for a minute and think about how you are lumping me and others together because we happened to have all spoken to you in this one discussion and aren't all in agreement with you and that's the basis for this grouping and accusation that we all, as a group, are being uncharitable. And then wonder what that says about the personal experiences shaping people of color and other groups who do not know how to separate their color or other traits from persistent poverty.

If you have no solution for that poverty, how useful is it to say that is the "real" problem?

Thank you for replying.

Re: Police use-of-force data is finally coming to light

#34
post #27
post #25

Earlier quoted context omitted.

Your argument in paragraph 2: the police are too violent and "shoot first and ask questions later". Your argument in paragraph 3: only the police should have guns. Umm ...?

No, only people who pass extensive psychological evaluations. Besides, is there excessive police violence on JP or UK?

Police don't even do this. If I am a gun owner and I want to go buy a new gun, I am under more strutany than a police officer who received his training and psych evaluations 20 years ago. Disallowing guns won't stop violence, but it will make for an easier police state. While I am not a gun owner, I do think it's a little amusing that a few bad people (comparative to population) have used guns for harm and now after centuries they are bad. No one had an outcry during the olympics rifle competition - so does that mean only "good people get guns"? It's a no win argument on both sides.

Re: Police use-of-force data is finally coming to light

#35
post #7

Earlier quoted context omitted.

As you say, it isn't. But the author doesn't say that that's what it's for. The author describes three stages in collection, from no data, to third-party collections, and now to government collection. The given Guardian link shows that blacks are twice as likely as whites to be killed, on a per-capita basis. This is consistent with the hypothesis that there is systemic racism, which previously was mostly conjectural…

Just for clarification, blacks being shot by police at a rate of 2.5 times that of whites per capita is only evidence of racism if the shootings are random across the entire population. If the shootings are correlated to, say, the demographics of murderers (which is probably more representative than the population at large), it might actually be evidence of racism against whites -- the number of murders committed per…

Me. Racist. Against white people. I think you might need more practice at your local comedy club's open mic night.

What I said was, there was a hypothesis, it made a testable prediction, and measurements support that hypothesis. This is sometimes called evidence.

I then pointed out that "proof" is not a simple concept. Quoting https://en.wikipedia.org/wiki/Proof_(truth) :

> The concept applies in a variety of disciplines,[5] with both the nature of the evidence or justification and the criteria for sufficiency being area-dependent ... in jurisprudence the corresponding term is evidence,[10] with "burden of proof" as a concept common to both philosophy and law. ... Exactly what evidence is sufficient to prove something is also strongly area-dependent, usually with no absolute threshold of sufficiency at which evidence becomes proof

I then showed examples of how people use "proof" for something more like evidence than, say, how it's used in mathematical logic, including cases where the proof can be wrong.

Now it's certainly true that there are many ways to interpret the data. That's why I wrote "Some might say this is evidence which supports multiple hypotheses". You are in that group. And there's nothing wrong with that.

I actually agree that it supports multiple hypotheses, but I haven't looked at the data or any of the research on the topic. I haven't done the analysis. I am making the more pedantic point that it's not outside the bounds of established use to say "prove" here.

Then again, it doesn't sound like you have done the analysis either, and you are reacting on the basis that you don't like the conclusion and you think "proof" only means something like "beyond reasonable doubt".

WP helpfully reminds us that in US law the lowest legal burden of proof is the far "reasonable suspicion". If you believe the data doesn't even mean that low burden of proof, then I certainly disagree.

Re: Police use-of-force data is finally coming to light

#36
post #31
post #14

Earlier quoted context omitted.

According to the Mapping Police Violence site, fewer than 1/3 of the black suspects shot were suspected of a violent crime or armed. Randomly shooting people who match crime demographics seems a poor strategy. http://mappingpoliceviolence.org/

It was way more than 1/3 according to the Washington Post's database [1]. They have 258 black people shot by police in 2015 (out of 991 people total shot by police). Of those, they categorize 183 as involving "Attack in progress" (71%). They have 63 categorized as "Other". I'm not sure what counts as "Attack in progress" because looking at those under "Other", it looks like about 40% [2] of them involve the suspect c…

(FWIW, The Guardian, at https://www.theguardian.com/us-news/ng-interactive/2015/jun/... , lists 1146 people killed by police in 2015, of which 306 were black. Almost identical percentages, and it doesn't change your point.)

The tricky part is to look at how non-black people were treated in similar situations. If use of force would have been justified against white people, but non-lethal means were used instead, then it wouldn't show up in the resources you consulted.

Re: Police use-of-force data is finally coming to light

#37

Earlier quoted context omitted.

http://www.huffingtonpost.com/entry/campaign-zero-debunks-po... >Among this larger statistical breakdown of police violence, Campaign Zero also discovered that there is no direct correlation between police violence and violence that occurs within a given community.

Just reading their report quickly, it doesn't look like they're controlling for a lot of things, and are measuring non-target cultural factors which skew their correlation. (Of course, they don't even mention their methods, because it likely would be such an obvious source of criticism with their conclusion.[1]) Which isn't to say I'm right either, and certainly raises a bigger question about it, but back to my point…

Their methods are listed under the "about the data" tab, which links to http://mappingpoliceviolence.org/aboutthedata/ :

> This information has been meticulously sourced from the three largest, most comprehensive and impartial crowdsourced databases on police killings in the country: FatalEncounters.org, the U.S. Police Shootings Database and KilledbyPolice.net. We've also done extensive original research to further improve the quality and completeness of the data; searching social media, obituaries, criminal records databases, police reports and other sources to identify the race of 91 percent of all victims in the database.

It also lists their definitions for "police killing", "unarmed", "vehicle", and "allegedly armed."

They also make the data available for download, so you can verify it. The columns are:

  Victim's name
  Victim's age
  Victim's gender
  Victim's race
  URL of image of victim
  Date of injury resulting in death (month/day/year)
  Location of injury (address)
  Location of death (city)
  Location of death (state)
  Location of death (zip code)
  Location of death (county)
  Agency responsible for death
  Cause of death
  A brief description of the circumstances surrounding the death
  Official disposition of death (justified or other)
  Criminal Charges?
  Link to news article or photo of official document
  Symptoms of mental illness?
  Unarmed

Re: Police use-of-force data is finally coming to light

#38
post #33

Earlier quoted context omitted.

My point with B was merely to say that if the issue is lingering economic after effects, rather than currently held racist attitudes, we should address the problem differently. The solution to a community being treated poorly because they're poor is different than a community being treated poorly because they're black. I think of it like this: I don't want to be diagnosed sick, but if I'm sick, I want to be diagnosed…

I also think a lot of you are being uncharitable: I am sorry you are feeling ganged up on, but I am an individual, not part of some group "lot of you." I am a medically handicapped woman with a shitty life who just likes talking with people and that's it. I was in no way judging you as an individual and I started out with stating that I have sympathy for some of your points. But as a woman who has really had to deal…

The comment about being uncharitable was more part of the wider context of my comments, not directed at you in particular. (There were some common threads to complaints about my posts; I wanted to address them one place so I could reference it. The medium gives a certain incentive to "speak to the crowd" so your posts read as a consistent voice, rather than several conversations.)

> I think that "small percentage" that is attributable to the color of their skin is significant and not to be dismissed

It's not nothing, that's true. However, it's a smaller effect this decade than it was last decade, and the one before that. So it's going away if we just stay the course. We've got that problem not solved, but solving. (Well, as far as I can tell from the data, anyway.)

The issue of how the police respond to class is a much bigger issue (at present), which isn't getting better over time (and might be getting worse).

I can only deal with so much, so I think we should focus on the ongoing, growing problem that impacts everyone rather than the smaller, already improving problem that impacts just some people. I think the focus on "racism" in the policing is distracting from that -- it's treating the last 5% as the main 95% of the problem -- and worse, splits the two biggest demographics on a topic they really should align on.

It's not that the racist component is unimportant -- it's that it's just considerably less important than the underlying problem, so while they're right about there being racism, they're wrong about racism being the problem with the police. There'd still be a problem with the police killing blacks even if it were at the same per capita rate as whites! (And arguably, it already is under the "equal" rate, and police should kill more blacks to be "fair" or "not racist".)

> So how do you propose to magically solve their poverty if that is "the real issue"? Because from where I sit as a homeless person, that comes across as an excuse to not deal with racism, which is real and does have an impact.

I don't propose to magically solve their poverty. I expect to incrementally chip at the causes and traps while hundreds of thousands or millions suffer and die needlessly, because economic and social shift is hard. But there are economic policies we know of that can address poverty, and we are making in-roads at that problem, even if it's been hard.

My argument is that telling police who are already responding to economic and cultural incentives, not racial ones "don't shoot them because of their skin" does absolutely nothing, and worse than nothing if it discharges our emotional energy we might have used to tackle the real issues with class instead. In that way, correctly identifying the cause helps us even if we can't do anything about it directly -- at least we're still mad about it, instead of thinking it's all good when really, things will continue to deteriorate.

Re: Police use-of-force data is finally coming to light

#39
post #33

Earlier quoted context omitted.

I also think a lot of you are being uncharitable: I am sorry you are feeling ganged up on, but I am an individual, not part of some group "lot of you." I am a medically handicapped woman with a shitty life who just likes talking with people and that's it. I was in no way judging you as an individual and I started out with stating that I have sympathy for some of your points. But as a woman who has really had to deal…

The comment about being uncharitable was more part of the wider context of my comments, not directed at you in particular. (There were some common threads to complaints about my posts; I wanted to address them one place so I could reference it. The medium gives a certain incentive to "speak to the crowd" so your posts read as a consistent voice, rather than several conversations.) > I think that "small percentage" th…

Well, I guess, I am more wondering what you, personally, are doing to "solve poverty" and that isn't merely some rhetorical device or idle curiosity. I run at least three websites intended to get useful info into the hands of the most vulnerable and needy. I am not a fan of policy advocacy and I wonder why you are putting so much time and energy into this argument. If it is a derail, why are you spending time and attention on the derail, thereby taking energy away from solutions?

And I suppose that sounds hypocritical. But I am just basically trying to get through the damn day and that's why I am talking with a stranger on the internet about a topic I tend to intentionally avoid as not a good use my time.

Peace.

Re: Police use-of-force data is finally coming to light

#40
post #35

Earlier quoted context omitted.

Just for clarification, blacks being shot by police at a rate of 2.5 times that of whites per capita is only evidence of racism if the shootings are random across the entire population. If the shootings are correlated to, say, the demographics of murderers (which is probably more representative than the population at large), it might actually be evidence of racism against whites -- the number of murders committed per…

Me. Racist. Against white people. I think you might need more practice at your local comedy club's open mic night. What I said was, there was a hypothesis, it made a testable prediction, and measurements support that hypothesis. This is sometimes called evidence. I then pointed out that "proof" is not a simple concept. Quoting https://en.wikipedia.org/wiki/Proof_(truth) : > The concept applies in a variety of discipl…

> What I said was, there was a hypothesis, it made a testable prediction, and measurements support that hypothesis. This is sometimes called evidence.

If the hypothesis is "police are racist against black people when deciding to use force", then no, measurements don't support that hypothesis at all or too weakly to reject the null hypothesis -- we haven't measured the coupling to demographics to get a good prior estimate on the number of deaths. Without that, we need to sort of "average" over possible couplings, and end up with something like 0.5 to 2.5 times "appropriate number of blacks to number of whites being killed by police". Since that range includes 1, until we can refine the coupling between shooting distribution and demographics, we basically have a null result on our hypothesis.

> Then again, it doesn't sound like you have done the analysis either, and you are reacting on the basis that you don't like the conclusion and you think "proof" only means something like "beyond reasonable doubt".

> WP helpfully reminds us that in US law the lowest legal burden of proof is the far "reasonable suspicion". If you believe the data doesn't even mean that low burden of proof, then I certainly disagree.

I don't disagree that there's a "reasonable suspicion" of racism affecting the outcomes of policing -- but I think that's been the case for, oh, the entire lifetime of the country.

I disagree that there's a "preponderance of evidence" (which I'd argue is the lowest standard to reach a conclusion besides "we should check more" or "there isn't enough evidence to tell") that the dominant cause of the high number of black deaths is racism, that we even have a number of black deaths which are in some sense "in excess" of what we'd expect from "fair" or "not racist", and think people are likely a bit more... uh... "reasonable" than I am if they think there's a "reasonable suspicion" that racism is the dominant cause of the discrepancy between black per capita and white per capita death-by-police rates.

I'm not, however, against looking in to it more. People should totally do that, and I bet they'll get their name in some sociology book for proving the racist component exists.

I just think, you know, we should talk about the fact that police kill twenty people per state every year, rather than the few people in the entire country that happens to who happen to have it happen just because they're black. That is, perhaps we should talk about how POLICE ARE JUST BEATING AND SHOOTING TONS OF PEOPLE UNNECESSARILY, rather than about how we should fix it so that they do so to the same number of white and black people, who once you account for confounding factors, seem to get abused at a roughly even rate already (eg, +/- 10%).

> Then again, it doesn't sound like you have done the analysis either, and you are reacting on the basis that you don't like the conclusion and you think "proof" only means something like "beyond reasonable doubt".

I think that the "evidence" backing the claims hasn't even cleared basic Bayesian analysis, and is a case of people jumping on an emotionally charged things that sounds good.

It's not that I need 5-sigma to accept a social issue, it's that I need proponents to at least pass the basic threshold of "entirely statistical artifact". And right now, the rate at which blacks are being killed relative to whites is anywhere from 0.5-2.5x, which because it includes 1, is only a slightly skewed-basically-null result.

So with the police-are-racists claim hovering at "statistical anomaly", but the police-are-violent-psychopaths claim well documented, I think people who are focusing on the "racism of the police" are... well... misguided.

There's a very real, well-documented issue. It's just seems that it's a complex classism one, not a racism one, which is way less sexy to talk about.

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