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Originally Posted by prathmann
(Post 17444627)
My apologies again for not currently having access to the full paper. But the wording "In an additional analysis" makes it sound like this was an analysis they decided to do only after they had gathered their data and not a hypothesis that they initially set out to test. As explained in wikipedia under 'Misuse of Statistics' such subsequent analysis may indeed be useful in generating new hypotheses to test in future studies with new data but should *not* be used to reach conclusions based on the data in the initial study. It's called "data dredging" - see
Misuse of statistics - Wikipedia, the free encyclopedia |
Originally Posted by prathmann
(Post 17444627)
My apologies again for not currently having access to the full paper. But the wording "In an additional analysis" makes it sound like this was an analysis they decided to do only after they had gathered their data and not a hypothesis that they initially set out to test. As explained in wikipedia under 'Misuse of Statistics' such subsequent analysis may indeed be useful in generating new hypotheses to test in future studies with new data but should *not* be used to reach conclusions based on the data in the initial study. It's called "data dredging" - see
Misuse of statistics - Wikipedia, the free encyclopedia BTW, has anyone noticed? These days, EVERY time you go to the doctors office you have to wait for HOURS while a bunch of lycra-clad weenies and hipsters in commuter Levis get the doctor to put a Fred Flinstone band-aid on their pinky and kiss it and make it feel better? Oh, wait. -mr. bill |
Originally Posted by mr_bill
(Post 17445222)
This isn't data dredging, but you knew that.
BTW, has anyone noticed? These days, EVERY time you go to the doctors office you have to wait for HOURS while a bunch of lycra-clad weenies and hipsters in commuter Levis get the doctor to put a Fred Flinstone band-aid on their pinky and kiss it and make it feel better? Oh, wait. -mr. bill |
Originally Posted by 350htrr
(Post 17444126)
And 5% or more would put it over the top for me as far as risk, 1% I could live with... Here there is a helmet law and I think 80% of the people are wearing helmets, so using that number = 20%.??? :twitchy:
It's based on USA data, so the helmet use of particular localities don't factor into it. However, if you could check the accident rate in your locality with 80% helmet use - injury accidents on the street per total cyclists in a year - it would serve as a reality check. I strongly suspect that it would still be close to 1%, just like the overall data. If you have a 1%, or 5%, as the percentage of cyclists who have an injury accident in a year, now look for the percentage of the injuries that involve a head injury. Where a helmet might help. It's not all of them, not even close. We do have to go with Hospital Emergency numbers for this, no choice. It won't give us exact numbers because of the well known under-reporting problem, but it does provide a decent look at the proportions. This is a table "Ten most common injuries in bicycle injury related ED visits, 2009" from a statistical brief from the National Center for Biotechnology Information . I'll post the table here: [TABLE="class: no_bottom_margin"] [TR] [TH="bgcolor: #F0F0F0, align: center"]Principal diagnosis[/TH] [TH="bgcolor: #F0F0F0, colspan: 3, align: center"]Bicycle-related ED visits[/TH] [/TR] [TR] [TH="bgcolor: #F0F0F0, align: center"]Rank[/TH] [TH="bgcolor: #F0F0F0, align: center"]Number[/TH] [TH="bgcolor: #F0F0F0, align: center"]Percentage[/TH] [/TR] [TR] [TD]All bicycle injury related visits[/TD] [TD="align: center"]--[/TD] [TD="align: center"]418,700[/TD] [TD="align: right"]100%[/TD] [/TR] [TR] [TD]Superficial injury; contusion[/TD] [TD="align: center"]1[/TD] [TD="align: center"]108,200[/TD] [TD="align: right"]26%[/TD] [/TR] [TR] [TD]Fracture of upper limb[/TD] [TD="align: center"]2[/TD] [TD="align: center"]66,500[/TD] [TD="align: right"]16%[/TD] [/TR] [TR] [TD]Open wounds of head; neck; and trunk[/TD] [TD="align: center"]3[/TD] [TD="align: center"]50,600[/TD] [TD="align: right"]12%[/TD] [/TR] [TR] [TD]Sprains and strains[/TD] [TD="align: center"]4[/TD] [TD="align: center"]40,800[/TD] [TD="align: right"]10%[/TD] [/TR] [TR] [TD]Open wounds of extremities[/TD] [TD="align: center"]5[/TD] [TD="align: center"]28,400[/TD] [TD="align: right"]7%[/TD] [/TR] [TR] [TD]Intracranial injury[/TD] [TD="align: center"]6[/TD] [TD="align: center"]21,300[/TD] [TD="align: right"]5%[/TD] [/TR] [TR] [TD]Fracture of lower limb[/TD] [TD="align: center"]7[/TD] [TD="align: center"]14,400[/TD] [TD="align: right"]3%[/TD] [/TR] [TR] [TD]Joint disorders and dislocations; trauma-related[/TD] [TD="align: center"]8[/TD] [TD="align: center"]9,500[/TD] [TD="align: right"]2%[/TD] [/TR] [TR] [TD]Skull and face fractures[/TD] [TD="align: center"]9[/TD] [TD="align: center"]6,600[/TD] [TD="align: right"]2%[/TD] [/TR] [TR] [TD]Crushing injury or internal injury[/TD] [TD="align: center"]10[/TD] [TD="align: center"]3,800[/TD] [TD="align: right"]1%[/TD] [/TR] [/TABLE] At most, 19% of the injuries are what you're concerned about. That's considering ALL of the "Open wounds of head, neck, and trunk" to be only "head" and of course they're not. So this maximum of 19% head related injuries, times your maximum of 5% chance of injury, and you're back to under 1% again. Again, these are upper bound maximums with crazy generous assumptions just to see how high the number can get, and it's still under 1% chance of a head injury in a year. A more reasonable estimation is surely much less than this. That's still not the end of it. The under 1% is only the chance of having a (head-related) injury accident. For a picture of how much a helmet helps those odds we have to multiply this <1% by some percentage representing helmet effectiveness in head injuries. That's where it gets murky (and, again, why I wouldn't let the other guy just combine "effectiveness" with the probability of an accident). The oft-quoted 85% figure has of course been discredited. I'm not going to cite sources on this part, because I hope to avoid the straw-man arguments that always pop up on both sides when this comes up, but there is a range of credible estimates on what percentage of injuries are mitigated or prevented by helmets. The broadest range of even remotely credible estimates are approximately from 40% to 65%. So the helmet risk mitigation is multiplying 1% by 40% to 65%, or the maximum is under 0.65%, which is the chances that a helmet will help a member of "all cyclists" during a year of riding. With every assumption made in order to maximize this risk number, unreasonably generous to the risk side. Is that still over the top risk for you? |
OK I think I understand now... Less than 1% chance of being in an accident, less than 1% chance the helmet helps/needed if in an accident. So Less than 0.01% chance the helmet is useful for the average cyclist.? But once in an accident where head hits the pavement the helmet can/could be beneficial 65% of the time...
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Originally Posted by 350htrr
(Post 17446167)
OK I think I understand now... Less than 1% chance of being in an accident, less than 1% chance the helmet helps/needed if in an accident. So Less than 0.01% chance the helmet is useful for the average cyclist.? But once in an accident where head hits the pavement the helmet can/could be beneficial 65% of the time...
edit: I'd like to point out that this makes sense if you're looking at total injuries for everyone, for example you want to make something mandatory, or you're trying to decide if it's worth the effort of advocacy. This particular calculation is rather less useful for an individual. |
I don't want a mandatory helmet law, was just trying to point out that over all, for people trying to decide whether to wear a helmet or not, that 1% not including instances where the helmet helped seemed wrong... Deciding to not to wear a helmet at 1% is a totally different than deciding to not wear a helmet at 5%... It is for me anyways...
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Originally Posted by 350htrr
(Post 17447289)
I don't want a mandatory helmet law, was just trying to point out that over all, for people trying to decide whether to wear a helmet or not, that 1% not including instances where the helmet helped seemed wrong... Deciding to not to wear a helmet at 1% is a totally different than deciding to not wear a helmet at 5%... It is for me anyways...
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Originally Posted by daihard
(Post 17447611)
I may be missing something. If you want everyone to wear a helmet, why do you not want a mandatory helmet law?
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Originally Posted by daihard
(Post 17447611)
I may be missing something. If you want everyone to wear a helmet, why do you not want a mandatory helmet law?
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Originally Posted by mr_bill
(Post 17445222)
This isn't data dredging, but you knew that.
BTW, has anyone noticed? These days, EVERY time you go to the doctors office you have to wait for HOURS while a bunch of lycra-clad weenies and hipsters in commuter Levis get the doctor to put a Fred Flinstone band-aid on their pinky and kiss it and make it feel better? Oh, wait. -mr. bill The basic problem is that the usual statistical test for significance is at the 0.05 level - i.e. only one chance in 20 that it happens by chance. But when you first gather data and then look for associations there are a very large number of possible ones to consider. For every 20 possible associations one of them may well appear to be "statistically significant" by the usual test even if the data is completely random. And no, I haven't noticed your claimed behavior of patients at doctors' offices. But then I haven't been to one in a few years except when visiting my daughter and stopping by her office. Most of her patients are wearing diapers rather than lycra, but she does give the older ones Disney and Superhero band-aids when they get their shots. Was there a point to your tale? |
Originally Posted by 350htrr
(Post 17447840)
I never said people should wear a helmet... What I was getting at is they need to decide whether to wear a helmet or not on all the numbers available, not just, oh it wont happen cause... I think 1% chance of having an accident is small, I also think 1% chance of if you do have an accident and hitting your head is very small, BUT I wear a helmet not because I think I will ever need one... But because I want my brain to have that 65% chance of the helmet helping if I ever do hit my head. ;)
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Originally Posted by tractorlegs
(Post 17447837)
That may be more of a political question than a helmet question. :)
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Originally Posted by prathmann
(Post 17447911)
Still haven't gotten to see the full paper, but if [emphasis mine] (as the wording seemed to imply) the association listed was not something they initially set out to test but only did so after gathering their data and then seeing such an association then it is indeed data dredging as defined in the wikipedia article I cited....
(Now *IF* they noticed a correlation between explorer, safari, chrome, firefox and opera and injury rates, *AND* published a browser correlation, that would be data dredging. But they did not publish such a correlation (and I don't know if they found any such correlation), so they are not data dredging.) -mr. bill |
Originally Posted by 350htrr
(Post 17447840)
I never said people should wear a helmet... What I was getting at is they need to decide whether to wear a helmet or not on all the numbers available, not just, oh it wont happen cause... I think 1% chance of having an accident is small, I also think 1% chance of if you do have an accident and hitting your head is very small, BUT I wear a helmet not because I think I will ever need one... But because I want my brain to have that 65% chance of the helmet helping if I ever do hit my head. ;)
But those aren't my odds - those are considering the whole population of people who say they ride a bike in a year. Maybe they ride a couple of miles two or three times in the summer, they're included. So it's still silly to say "everyone" should wear a helmet all of the time when there's a tiny chance that it will be useful, because we'd be generalizing to the whole group. Most of what I see in helmet advocacy is misguided in my opinion, for this very reason. Put simply, wearing a helmet is of almost no benefit to the large majority of these people. I wish helmet advocates would restrict themselves to saying, "for 'this' type of riding (explaining why), accidents are more likely and you should wear one" and acknowledge that "for most casual riding, there is little danger and use your best judgment." There wouldn't be so much pushback from the gross exaggeration of the dangers. I probably ride ten times or a hundred times as much as the median of that group, in all kinds of weather, and probably a different kind of riding. My individual risk is far greater. For my own risk I look at accidents per mile, or per hour if I can reasonably relate it. I try to weigh in aspects of the specific routes that I take, against the relative frequencies of accidents (intersections, type of road, rural vs urban, time of day, etc), and I judge that against my personal capabilities. We all do that to some degree I think, and call it "judgment". It, the risk, is enough that I don't feel foolish at all wearing a helmet most of the time, nor do I have the slightest qualm about riding bare-headed for a short trip. |
While I agree the risk of crashing on a bike is very low, some here claim it is a good excuse not to wear a helmet. However risk is a random thing, and while you may not crash for 7 years yet, you could crash tomorrow. So----------why not be prepared and wear a helmet?
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Originally Posted by mr_bill
(Post 17444105)
But helmeted riders have a serious trauma rate (medical attention sought for an injury) on the order of once every 20 years.
Unhelmeted riders have a serious trauma rate (medical attention sought for an injury) on the order of once every 8 years. They end up in the E.R. every 1125 years and 2 months And are admitted to a hospital every 5625 years and 8 months. Fietsongevallen algemeen Fun Fact, Dutch helmeted riders end up in the hospital at a rate that is 25+ times higher than the bareheaded. |
Originally Posted by CarinusMalmari
(Post 17450057)
Apparently the helmet-hating Dutch people need medical attention for a bicycle accident on average once every 93 years and 9 months.
They end up in the E.R. every 1125 years and 2 months And are admitted to a hospital every 5625 years and 8 months. Fietsongevallen algemeen Fun Fact, Dutch helmeted riders end up in the hospital at a rate that is 25+ times higher than the bareheaded. At a quick glance, it says that 75,000 people are treated by Emergency Department visits each year, so if we accept that everyone in the country bikes (16 million), and guessing that only a relative few have multiple visits, we have about 0.5% of them in the emergency department each year. Not very different from the stats I found for the USA. For them, same as in the USA it would be silly to advocate that they all wear helmets with such a tiny chance that they'd need it. |
Originally Posted by rydabent
(Post 17449084)
While I agree the risk of crashing on a bike is very low, some here claim it is a good excuse not to wear a helmet. However risk is a random thing, and while you may not crash for 7 years yet, you could crash tomorrow. So----------why not be prepared and wear a helmet?
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Originally Posted by wphamilton
(Post 17450250)
You may have linked to the wrong article?
At a quick glance, it says that 75,000 people are treated by Emergency Department visits each year, so if we accept that everyone in the country bikes (16 million), and guessing that only a relative few have multiple visits, we have about 0.5% of them in the emergency department each year. Not very different from the stats I found for the USA. For them, same as in the USA it would be silly to advocate that they all wear helmets with such a tiny chance that they'd need it. |
Originally Posted by 350htrr
(Post 17447289)
I don't want a mandatory helmet law, was just trying to point out that over all, for people trying to decide whether to wear a helmet or not, that 1% not including instances where the helmet helped seemed wrong... Deciding to not to wear a helmet at 1% is a totally different than deciding to not wear a helmet at 5%... It is for me anyways...
I DO want people to think about the actual risk from the perspective of the whole cycling population, if they're arguing or proposing or even advocating for something that impacts the whole group. 0.13% - that's .0013 - is a valid number I think whenever we think of a mandatory law, or requiring helmets on paved trails or government installations, or bicycle safety groups talking about how important helmets are. They need to acknowledge the actual risk levels. |
I'll let CanarusMalmari and wphamilton do the maths over and over and over again - and still get the answers wrong.
I hope to ride in the Netherlands someday. Meanwhile, where I do ride is not the Netherlands. -mr. bill |
Originally Posted by mr_bill
(Post 17452016)
I'll let CanarusMalmari and wphamilton do the maths over and over and over again - and still get the answers wrong.
I hope to ride in the Netherlands someday. Meanwhile, where I do ride is not the Netherlands. -mr. bill |
Originally Posted by wphamilton
(Post 17442635)
I agree and it's one of the reasons that accident data is poor. Minor accidents will be under-reported in ER data.
I cited the US Department of Transportation data, which I presumed relied on accident reports rather than hospital data. But that might not be a valid assumption - I'll try to find out. -mr. bill |
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