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> Quite. Tesla is deliberately comparing their modern vehicle design & wealthy driver base (statistically one of the safest cohorts) with the entirety of the U.

> Quite. Tesla is deliberately comparing their modern vehicle design & wealthy driver base (statistically one of the safest cohorts) with the entirety of the U.S. driving population. This is bad statistics: We expect Tesla vehicles to have far fewer accidents than the mean US vehicle per mile, because Tesla's are expensive modern vehicles with (relatively) wealthy drivers who can afford to keep them maintained & will themselves be in better health than the mean US driver. You're going to have to explain to me how the wealth of a driver has any bearing on their ability to pilot a self-driving car.

fcantournet 9y ago
Statistically if you're wealthy enough to own a Tesla, you're also way less likely to have to drive when tired/under the influence for example. All sorts of constraints are correlated with wealth that put you in way more risky situations if you're poorer.
- roesel 9y ago
  Do you have anything to back this claim? It seems to not make sense.
  - Shaanie 9y ago
    For example: https://academic.oup.com/alcalc/article/46/6/721/129644 https://academic.oup.com/alcalc/article/46/6/721/129644 It's not exactly controversial to claim that lower income correlates to crime though.
    - huebnerob 9y ago
      There's lots of different kinds of crime, each very unique in its circumstances. Just try comparing the stats for securities fraud vs. drug possession, for example. DUI is a tough one, people of all socioeconomic backgrounds like to get drunk, and people of all socioeconomic backgrounds like to drive. Off the cuff, I might guess that the numbers would show DUI to be the most egalitarian crime, actually.
      - roel_v 9y ago
        How about you look at facts before spewing PC-motivated 'guesses', like http://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(17)30078-6/fulltext http://www.thelancet.com/journals/lanpub/article/PIIS2468-26... and http://injuryprevention.bmj.com/content/8/2/111 http://injuryprevention.bmj.com/content/8/2/111 - both from the first page of my first google search, I'm sure it's trivial to find many more.
- martin_bech 9y ago
  Bullshit or post a source.
  - Shaanie 9y ago
    First scientific study after 10 seconds of googling https://academic.oup.com/alcalc/article/46/6/721/129644 https://academic.oup.com/alcalc/article/46/6/721/129644
    - martin_bech 9y ago
      But Shaanie, maybe im reading it wrong, but from that article, it seems that “poor people” are more likely to do a dui, by a factor of somewhere between 1 and 2.8. That does in no way directly correlate with Teslas beeing 3.7x safer than the average.
pja 9y ago
Firstly, wealthy drivers can afford to keep their cars in better shape and can afford better cars in the first place. Neither of these factors depend on self-driving technology. Secondly, Tesla themselves makes it clear that their self-driving can't be relied upon to driver the car unsupervised - the driver has to be paying attention at all times in case the Tesla self-driving code decides to do something catastrophically stupid. Hence the same factors that correlate with driver attentiveness in the ordinary population will also affect the Tesla population. Wealth correlates with health correlates with better reaction times & general fitness. The Tesla autopilot tends to turn itself off precisely in situations where driving is difficult and complex - which in turn implies that these human factors will remain just as important as they are in the general driving population. (Of course it may simply be that the reason wealthy people have a lower death rate on the roads per mile is that they can afford cars that are safer in crashes; the above is my supposition, not evidentially backed.)
- kristianc 9y ago
  What I'm looking for really is anything specific to auto-pilot technology to suggest that the safety benefits won't also be met, or exceeded, when extrapolated across the whole population. All other factors taken into account, driving has become much, much safer in recent years, and is now safer than it ever was. When you start to use technology to eliminate driver errors in that self-same error-prone cohort, there's no reason to think that the safety dividend won't be even more pronounced than it is today. If you want to link crash rates to wealth, you would also have to account for countries like Germany, that has a similar median wealth figure to the US, but a vastly lower motorway death rate [1] It seems you can't both say 1) Tesla drivers are less likely to have accidents because they are wealthy and error-prone, and 2) Extending self-driving technology that eliminates basic errors to less-wealthy and/or more error-prone drivers won't have a net benefit on driver safety. [1] https://www.sciencedirect.com/science/article/pii/S2405844015302322#fig0005 https://www.sciencedirect.com/science/article/pii/S240584401...
  - pja 9y ago
    I’m suggesting that Tesla drivers are both relatively wealthy & /less/ error prone! Clearly /if/ Tesla self-driving code is safer than the average driver then extending that to the general driving population would be a net good. But if the apparent safety is an artefact of the statistics due to Tesla cars themselves being intrinsically safer just as practically every other modern vehicle is a safer car than one built 20 years ago then extending self-driving to every vehicle might not be a net safety benefit Likewise, if the driver cohort is different (and we know that it is different) from the general population & that cohort is required to drive the vehicle precisely at the times that the self-driving code can't cope which are probably the times when driving places the most demand on the driver, then that different in driver cohort matters: the statistical difference in death rates could easily be a result of differences in driver populations. You can't tell from the data as given & the fact that Tesla keeps repeating the aggregate figures in their PR is suspicious frankly. (NB. that paper you link simply underlines my point - In both countries, the lowest wealth quartile has a vastly greater death rate on the roads than the rest of the population. It doesn't matter whether Germany is worse or better than the US. If Tesla draws disproportionately from higher income deciles, then we should a priori expect them to have a far lower death rate than the mean. Quoting the mean as a benchmark to compare the Tesla death rate against is outright misleading.)
Pica_soO 9y ago
Wealth of driver - converts to potential good lawyers per damage per crash converts to fear of god in Tesla software departments management converts to actual safety practices being followed and corners not being cut?
- pja 9y ago
  That's an awfully long risk compensation feedback loop to close! It sounds like a plausible motivation for Tesla to care more about the quality of their self-driving code than they otherwise might, but it would be a bit difficult to run the counter factual experiment to actually prove it one way or the other :)
saalweachter 9y ago
Hell, wealth correlates with age. How many 16-20 year olds are driving Tesla’s?
ajross 9y ago
> We expect Tesla vehicles to have far fewer accidents than the mean US vehicle per mile, We do? Is there a cite for that? It seems to me that driver of new luxury vehicles are disproportionately aggressive and unsafe, actually. Has this been studied? If your going to make an argument for bad statistics, you need to practice good science yourself.
- jacquesm 9y ago
  The simplest argument here is that Tesla's are new vehicles, the total US fleet average age is much older than any Tesla on the road today and driver/passenger fatalities tend to be higher in older cars because they have fewer safety features.
  - ajross 9y ago
    Yeah yeah, I get the argument. The point was that you can't ding Tesla for "bad statistics" by using an argument that asserts "tend to be" without evidence. In fact I personally doubt (i.e. I have no evidence and am not actually making this argument because it would be "bad statistics") this is true if you compare Tesla's to the BMWs being sold into the same demographic. Those "safe new vehicles" you're positing include a whole lot of crossovers and minivans driven in much safer ways.
    - jacquesm 9y ago
      Lots of data here: http://www.iihs.org/iihs/sr/statusreport/article/42/4/1 http://www.iihs.org/iihs/sr/statusreport/article/42/4/1
  - ineedasername 9y ago
    higher in older vehicles This seems intuitively that it would be true, but are there any stats on car age and accident frequency? Also where is the line on old? Vehicles made in the last 5-10 years will share most safety features, with all but a small minority of newer cars having some cutting edge. I'll admit I had been thinking of fleet age from the state of maintenance, but safety feature is a fascinating angle as well.. And the article you link in another comment was a fascinating read too, thanks!
phkahler 9y ago
>> You're going to have to explain to me how the wealth of a driver has any bearing on their ability to pilot a self-driving car. It doesn't. But autopilot is only supposed to be used on the highway. Not in New York City. Not on dirt roads. On the highway. That's the easiest place to make a system like that work - adaptive cruise control and a simple lane follower go a long way there (I hope Tesla has something a lot more advanced than that). To compare stats on their limited use autopilot to the whole country is truly disingenuous.
Spooky23 9y ago
Wealthy people tend to be older, which directly correlates to less impulsive or stupid behavior on the road. People who buy a super expensive car have more to lose than some dude in a 10 year old hoopty. Maintenance standards vary. We can presume that big brother Tesla maintained the car as they would have castigated the driver for not doing so. They are also the only game in town.
tptacek 9y ago
For the same reason those drivers will pay less for car insurance for almost any car they buy: they are actuarially safer drivers.
InternetOfStuff 9y ago
> You're going to have to explain to me how the wealth of a driver has any bearing on their ability to pilot a self-driving car. One important nit: it isn't self driving. It's sometimes self driving. About cohorts: how about this: young (thus inexperienced and more careless) drivers generally can't afford Teslas. So yes, wealth is an indicator for how accident prone someone might be.

fcantournet 9y ago

Statistically if you're wealthy enough to own a Tesla, you're also way less likely to have to drive when tired/under the influence for example. All sorts of constraints are correlated with wealth that put you in way more risky situations if you're poorer.

roesel 9y ago
Do you have anything to back this claim? It seems to not make sense.
- Shaanie 9y ago
  For example: https://academic.oup.com/alcalc/article/46/6/721/129644 https://academic.oup.com/alcalc/article/46/6/721/129644 It's not exactly controversial to claim that lower income correlates to crime though.
  - huebnerob 9y ago
    There's lots of different kinds of crime, each very unique in its circumstances. Just try comparing the stats for securities fraud vs. drug possession, for example. DUI is a tough one, people of all socioeconomic backgrounds like to get drunk, and people of all socioeconomic backgrounds like to drive. Off the cuff, I might guess that the numbers would show DUI to be the most egalitarian crime, actually.
    - roel_v 9y ago
      How about you look at facts before spewing PC-motivated 'guesses', like http://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(17)30078-6/fulltext http://www.thelancet.com/journals/lanpub/article/PIIS2468-26... and http://injuryprevention.bmj.com/content/8/2/111 http://injuryprevention.bmj.com/content/8/2/111 - both from the first page of my first google search, I'm sure it's trivial to find many more.
martin_bech 9y ago
Bullshit or post a source.
- Shaanie 9y ago
  First scientific study after 10 seconds of googling https://academic.oup.com/alcalc/article/46/6/721/129644 https://academic.oup.com/alcalc/article/46/6/721/129644
  - martin_bech 9y ago
    But Shaanie, maybe im reading it wrong, but from that article, it seems that “poor people” are more likely to do a dui, by a factor of somewhere between 1 and 2.8. That does in no way directly correlate with Teslas beeing 3.7x safer than the average.

pja 9y ago

Firstly, wealthy drivers can afford to keep their cars in better shape and can afford better cars in the first place. Neither of these factors depend on self-driving technology. Secondly, Tesla themselves makes it clear that their self-driving can't be relied upon to driver the car unsupervised - the driver has to be paying attention at all times in case the Tesla self-driving code decides to do something catastrophically stupid. Hence the same factors that correlate with driver attentiveness in the ordinary population will also affect the Tesla population. Wealth correlates with health correlates with better reaction times & general fitness. The Tesla autopilot tends to turn itself off precisely in situations where driving is difficult and complex - which in turn implies that these human factors will remain just as important as they are in the general driving population. (Of course it may simply be that the reason wealthy people have a lower death rate on the roads per mile is that they can afford cars that are safer in crashes; the above is my supposition, not evidentially backed.)

kristianc 9y ago
What I'm looking for really is anything specific to auto-pilot technology to suggest that the safety benefits won't also be met, or exceeded, when extrapolated across the whole population. All other factors taken into account, driving has become much, much safer in recent years, and is now safer than it ever was. When you start to use technology to eliminate driver errors in that self-same error-prone cohort, there's no reason to think that the safety dividend won't be even more pronounced than it is today. If you want to link crash rates to wealth, you would also have to account for countries like Germany, that has a similar median wealth figure to the US, but a vastly lower motorway death rate [1] It seems you can't both say 1) Tesla drivers are less likely to have accidents because they are wealthy and error-prone, and 2) Extending self-driving technology that eliminates basic errors to less-wealthy and/or more error-prone drivers won't have a net benefit on driver safety. [1] https://www.sciencedirect.com/science/article/pii/S2405844015302322#fig0005 https://www.sciencedirect.com/science/article/pii/S240584401...
- pja 9y ago
  I’m suggesting that Tesla drivers are both relatively wealthy & /less/ error prone! Clearly /if/ Tesla self-driving code is safer than the average driver then extending that to the general driving population would be a net good. But if the apparent safety is an artefact of the statistics due to Tesla cars themselves being intrinsically safer just as practically every other modern vehicle is a safer car than one built 20 years ago then extending self-driving to every vehicle might not be a net safety benefit Likewise, if the driver cohort is different (and we know that it is different) from the general population & that cohort is required to drive the vehicle precisely at the times that the self-driving code can't cope which are probably the times when driving places the most demand on the driver, then that different in driver cohort matters: the statistical difference in death rates could easily be a result of differences in driver populations. You can't tell from the data as given & the fact that Tesla keeps repeating the aggregate figures in their PR is suspicious frankly. (NB. that paper you link simply underlines my point - In both countries, the lowest wealth quartile has a vastly greater death rate on the roads than the rest of the population. It doesn't matter whether Germany is worse or better than the US. If Tesla draws disproportionately from higher income deciles, then we should a priori expect them to have a far lower death rate than the mean. Quoting the mean as a benchmark to compare the Tesla death rate against is outright misleading.)

Pica_soO 9y ago

Wealth of driver - converts to potential good lawyers per damage per crash converts to fear of god in Tesla software departments management converts to actual safety practices being followed and corners not being cut?

pja 9y ago
That's an awfully long risk compensation feedback loop to close! It sounds like a plausible motivation for Tesla to care more about the quality of their self-driving code than they otherwise might, but it would be a bit difficult to run the counter factual experiment to actually prove it one way or the other :)

saalweachter 9y ago

Hell, wealth correlates with age. How many 16-20 year olds are driving Tesla’s?

ajross 9y ago

> We expect Tesla vehicles to have far fewer accidents than the mean US vehicle per mile, We do? Is there a cite for that? It seems to me that driver of new luxury vehicles are disproportionately aggressive and unsafe, actually. Has this been studied? If your going to make an argument for bad statistics, you need to practice good science yourself.

jacquesm 9y ago
The simplest argument here is that Tesla's are new vehicles, the total US fleet average age is much older than any Tesla on the road today and driver/passenger fatalities tend to be higher in older cars because they have fewer safety features.
- ajross 9y ago
  Yeah yeah, I get the argument. The point was that you can't ding Tesla for "bad statistics" by using an argument that asserts "tend to be" without evidence. In fact I personally doubt (i.e. I have no evidence and am not actually making this argument because it would be "bad statistics") this is true if you compare Tesla's to the BMWs being sold into the same demographic. Those "safe new vehicles" you're positing include a whole lot of crossovers and minivans driven in much safer ways.
  - jacquesm 9y ago
    Lots of data here: http://www.iihs.org/iihs/sr/statusreport/article/42/4/1 http://www.iihs.org/iihs/sr/statusreport/article/42/4/1
- ineedasername 9y ago
  higher in older vehicles This seems intuitively that it would be true, but are there any stats on car age and accident frequency? Also where is the line on old? Vehicles made in the last 5-10 years will share most safety features, with all but a small minority of newer cars having some cutting edge. I'll admit I had been thinking of fleet age from the state of maintenance, but safety feature is a fascinating angle as well.. And the article you link in another comment was a fascinating read too, thanks!

phkahler 9y ago

>> You're going to have to explain to me how the wealth of a driver has any bearing on their ability to pilot a self-driving car. It doesn't. But autopilot is only supposed to be used on the highway. Not in New York City. Not on dirt roads. On the highway. That's the easiest place to make a system like that work - adaptive cruise control and a simple lane follower go a long way there (I hope Tesla has something a lot more advanced than that). To compare stats on their limited use autopilot to the whole country is truly disingenuous.

Spooky23 9y ago

Wealthy people tend to be older, which directly correlates to less impulsive or stupid behavior on the road. People who buy a super expensive car have more to lose than some dude in a 10 year old hoopty. Maintenance standards vary. We can presume that big brother Tesla maintained the car as they would have castigated the driver for not doing so. They are also the only game in town.

tptacek 9y ago

For the same reason those drivers will pay less for car insurance for almost any car they buy: they are actuarially safer drivers.

InternetOfStuff 9y ago

> You're going to have to explain to me how the wealth of a driver has any bearing on their ability to pilot a self-driving car. One important nit: it isn't self driving. It's sometimes self driving. About cohorts: how about this: young (thus inexperienced and more careless) drivers generally can't afford Teslas. So yes, wealth is an indicator for how accident prone someone might be.