Risk Takers Live Longer (And Other Methods of Understanding Data)

I’m going to generalize here: for most people the car is the default mode of transportation. Congratulations to all of you who read that and thought, “Well, that’s not true for me.” That probably means walk or ride your bike (unless your default mode of transportation is boat or plane- In that case, congratulations on being a total outlier), and you’re probably also in better shape than the people for who it is true. But are you safer?

If you have a fear of flying, you’ve likely been told uncountable times that flying is safer than driving. And that’s true. But how much safer? And what about other types of transportation? Rather than just provide a bunch of numbers, I’ve put together some graphs to help visualize the data. For some categories the answer is clear. (Hint: no matter how you look at it, flying on a commercial airline is the safer than driving a car.) However, other categories depend on what you measure. For example, cycling is more dangerous than driving, but cyclists live longer. What? Let’s look at the data and try to make some sense of it.

First the basics. Let’s start with this chart that lists various modes of transportation, along with the annual fatalities for each mode.

Fatalities by Transportation Mode

While somewhat informative, it only tells part of the story. If we only look at total fatalities we could reach some unexpected conclusions. Is a private pilot just as safe as a passenger on a commercial jet? Is riding a motorcycle 4 times safer than driving a car? If so, why don’t we wear helmets when we drive? Is it really safer to go boating than go for a walk?

Just counting total fatalities doesn’t factor in the exposure involved in the mode of transportation. What does that mean? Let’s imagine that there is a completely insane sport called “solo skydiving without a parachute”. I’ve seen some videos of crazy people jumping out of airplanes without parachutes, but they jump with friends they trust and they hook together during freefall. (https://www.youtube.com/watch?v=lDBrdl2sZWs Bonus: it includes a shameless Red Bull plug.) The sport we’re imagining doesn’t involve jumping with friends. You can guess how that might turn out. Let’s compare our fictitious sport with the actual sport of skydiving:

Skydiving Fatalities

If this chart provided our only information comparing our two kinds of skydiving, we could conclude that skydiving with a parachute is more dangerous than skydiving without one. We’re missing an important piece of information that’s preventing us from reaching an accurate conclusion. Here’s what we should be asking: How many people participated in each kind of skydiving? As it turns out, in 2013 skydivers made 3.2 million jumps. Of all those jumps, 24 resulted in fatalities. In our made up version of parachute-less skydiving there were 9 fatalities. But if we know that only 9 people participated we can make a much more informed decision about the risk. Based on what we know now, here’s what our comparison looks like:

1000 Skydivers

Okay, enough of the half-made-up scenario. Let’s look at some real comparisons. In the world of traffic safety, exposure is usually measured in fatalities over miles traveled. This method tries to create a more balanced understanding of the risks of various modes of transportation. In the skydiving example, the first chart could mislead someone (that someone would have to be detached from reality) into thinking that skydiving without a parachute is safer than with a parachute. The second chart clears that up. So let’s do the same thing with transportation. This chart breaks down common modes of transportation by fatalities per 100 million miles traveled.

Fatalities by miles traveled

Hold on a minute. I just got sidetracked making this graph. Look at that bar for motorcycle fatalities. I knew it was dangerous, but wow, that’s 25 times more fatalities than cars. I don’t feel like I’m taking as much of a risk on my bike now.

Okay, back to the topic at hand. Using miles as our reference for exposure works great to compare the same mode of transportation from year to year. If fatalities increase a bit, but the total miles driven also increases, we could reasonably conclude that the increase in fatalities was due to more drivers rather than worse driving behavior.

But comparing different modes of transportation by miles traveled can be misleading. According to that chart, driving in a car is much safer than riding a bike. That’s because the method we’ve chosen to use for exposure, miles, is heavily weighted to favor methods of transportation that cover a lot of miles in a short amount of time. Just look at the data for flying. There are so few fatalities per 100 million miles that it doesn’t register on the chart. If we instead selected our exposure measurement as time instead of miles to make our comparison, the results would look something like this:

Fatalities over time

Using time evens out the risk. (Unless you’re on a motorcycle.) Flying is still safer than driving in a car, but only about 8 times safer, rather than 420 times safer. And riding a bus becomes the safest form of transportation, barely ahead of commercial airlines. Based on miles traveled, cycling is nearly 7 times more dangerous than driving, but based on time, it’s just over 3 times the risk. Which method is better? Maybe that depends on what you’re trying to prove. Before we move on, I should note that it is unusual for data analysts to measure fatalities over time, so the data in this chart is somewhat subjective. Here are some assumptions used to make the calculation from miles traveled to hours traveled:
Average speed of commercial airline: 500 MPH (I know they measure in knots, but I converted it for consistency.)
Average speed of motor vehicle: 32 MPH – Based on an estimate from the US Department of Transportation
Average speed of a cyclist: 10 MPH – Based on estimates from a NCBI study

Now let’s go one step further, or in this case maybe one pedal stroke. One of the primary reasons people in the US give for why they don’t ride a bike is that it’s too dangerous. Using the data we’ve covered so far, that might be a reasonable conclusion. But we’ve based that conclusion entirely on one risk factor. Researchers with the National Center for Biotechnology Information evaluated what would happen if drivers replaced their short trips with cycling, estimating 7.5 kilometers (4.6 miles) a day on the bike. Here’s what they concluded:

Crash risk: The NCBI researchers concluded that based on miles traveled, there are 5.5 times more cyclist deaths than car occupant deaths. That number is a bit more optimistic than our roughly 7 times, as shown in the “Average Annual Fatalities Per 100 Million Miles” chart, but higher than our “by the hour” estimate. Based on the NCBI numbers, crash risk reduces the average life expectancy by 7 days.

Pollution: Even though drivers are exposed to slightly more pollution than cyclists, because of the increased breathing rate caused by exercise, cyclists inhale roughly double the pollutants. Surprisingly, pollution ends up as a greater risk than crashing, resulting in a 21 day reduction in life expectancy.

Exercise: Replacing car trips with bike trips is good for our health, in spite of the risks of crashing and pollution exposure. The NCBI study  puts that benefit at 8 months gained in life expectancy. A more recent study from the US National Institutes of Health estimated that the amount of exercise that the NCBI study used for their calculations would result in a 3.4 year increase in life expectancy. To be consistent we’ll stick with the NCBI numbers. Here’s what it looks like:

Car vs Bike Life Expectancy

By evaluating the overall risk of replacing car trips with bike trips, I’m inclined to want to ride my bike a bit more.

You may have noticed that I didn’t include many exact numbers with charts in this post. Data can be interpreted a variety of ways, as we’ve seen, and the goal here wasn’t to provide hard numbers but to give some perspective on driving risks. Using other data sources would have had a slightly different outcome, but the overall concept would have remained.

Finally, all that data fails to capture the most important factor in transportation safety; the individual behaviors of travelers. As a motorist, a cyclist or a pedestrian, I can greatly decrease my personal risk of injury or death by being aware of my situation and obeying traffic laws. We get data by looking at large quantities of numbers. Reckless travelers drive the numbers up, while safe travelers move them down.

I hope you’ve enjoyed what is admittedly a data-driven post, because there will be more. Coming up next: The Most Dangerous State to Drive (and some guesses about why).

Note: I searched through a lot of data to put this together, and I want to thank all the researchers who make this information available. Here is a list of websites that helped develop this article:

http://www-fars.nhtsa.dot.gov/Main/index.aspx

http://www.rita.dot.gov/bts/sites/rita.dot.gov.bts/files/entire_02_2014.pdf

http://www.rita.dot.gov/bts/sites/rita.dot.gov.bts/files/publications/national_transportation_statistics/index.html#chapter_2

http://www.rita.dot.gov/bts/sites/rita.dot.gov.bts/files/publications/national_transportation_statistics/html/table_02_01.html

http://www.rita.dot.gov/bts/sites/rita.dot.gov.bts/files/publications/national_transportation_statistics/html/table_02_04.html

http://static.mgnetwork.com/rtd/pdfs/20110610_deathrates11.pdf

http://journalistsresource.org/studies/environment/transportation/comparing-fatality-risks-united-states-transportation-across-modes-time

http://www.vehicularcyclist.com/comparat.html

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2920084/

http://bicycleuniverse.info/transpo/almanac-safety.html

http://www.caranddriver.com/features/safety-in-numbers-charting-traffic-safety-and-fatality-data

http://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1001335

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Crosswalks – Part 1

Q: Crosswalks Part One: Can you please explain crosswalks, and when motorists are supposed to stop, including unmarked crosswalks?

A: Ah, yes, crosswalks. On the surface it seems so obvious; when a pedestrian is in a crosswalk, drivers should stop. But there’s more to it than that, including the question, “What is a crosswalk?” Until I read the definition of a crosswalk in the Revised Code of Washington years ago, I thought a crosswalk was the white paint on the road that pedestrians used to get across intersections. While that is a crosswalk, it is not the only kind. When you approach an intersection and see the stripes just beyond the stop line, you’re seeing a marked crosswalk. However, if you were to come to an intersection without the painted crossing markings, you’d still be approaching a crosswalk, but in this case it would be an unmarked crosswalk. Confused yet? Just remember that painted on the road or not, that ten foot wide strip between where you’re supposed to stop at an intersection and where the lanes of travel cross over each other is a crosswalk. Continue reading “Crosswalks – Part 1”

Escape From a Texting Driver

Q: The person driving behind me is obviously texting… I can see the top of their head for 10 seconds at a time in my rear-view mirror. If I speed up over the speed limit to put some space between myself and the texter, will the officer who pulls me over understand?

A: I’m getting into some dangerous territory trying to answer this question, as you’ve asked me to respond on behalf of the law enforcement officer that might stop you if you speed to get away from that bonehead driver texting behind you. I don’t think I can make that prediction, so I’m going to take a different approach. We’ve heard a lot about distracted driving and the increased risk of collisions. Current studies indicate that a texting driver is as at least as serious a risk as an impaired driver. I know when I’ve been driving near what appears to be a drunk driver, I give myself some distance. And call 911. Continue reading “Escape From a Texting Driver”

Bicycle Question Round-up, Part 1

Welcome to the bicycle question roundup. Questions about bicycles have been pouring in, and I’m going to try to tackle them several at a time, so this is part one. I don’t usually edit the questions much, but some of these had a strong bias, either pro-bike or anti-bike. I’ve tried to cut the bias and keep the question. Whatever your perspective, I hope these answers help to create harmony between cars, bikes and pedestrians. Please use this knowledge for good, not evil. Now, let’s get started. Continue reading “Bicycle Question Round-up, Part 1”

When to Stop for a School Bus

Q: Am I required to stop for a school bus that has its red lights on to let some children off if there are two lanes in both directions and I’m going the opposite direction?

A: There are at least three good reasons to know when it’s okay to pass a school bus and when to stop. The first, and most obvious reason, is that we want kids to be safe. Young kids don’t always understand the consequences of their actions around traffic, so we have a responsibility to be extra-cautious when they’re near the road. The second reason is that illegally passing a school bus is expensive. The State Supreme Court has set the base penalty at $419. And unlike some other traffic infractions, an appeal to a compassionate judge won’t lower the fine. It’s written into the law that the fine cannot be reduced. Reason three: Other drivers will think you’re a jerk if you pass a school bus when you’re not supposed to pass. Most of us have specific traffic violations that, when we see them, we really find obnoxious, and for many people, passing school buses illegally sits near the top of that list. Continue reading “When to Stop for a School Bus”

What’s Your Goal?

I’m not sure if this should be called a PSA or a short documentary, but it asks some great questions on this theme: What should our goal be for traffic fatalities? You’ll probably recognize some of the backgrounds; this one comes to us from the folks at the Washington Traffic Safety Commission. Instead of graphic crashes or big budget effects, this short documentary (there, I decided) lets people in our own community answer the questions. It’s about five minutes long, and I might be biased since this comes from our home state, but I think its worth all 309 seconds.

(Nearly) Impossible DUI Test

In a scene from “The Man With Two Brains” Steve Martin is suspected of impaired driving. Apparently the Austrian police have incredibly difficult impaired driving tests. I’m all for thorough testing, but if I was faced with this test, I’d be going to jail. How about you? Could you do as well as Steve Martin?

Traffic Enforcement on Private Property

Q: Can the Police ticket you for not stopping at a stop sign, speeding, or other such traffic violations while driving on a privately owned roadway such as a parking lot?

A: That’s a great question, and there’s more to it than just a simple yes or no. Let’s start with the generalities. The opening line of RCW 46.61 (the “Rules of the Road” section of the law) specifies that this chapter applies “exclusively to the operation of vehicles on highways” but is followed by “except . . .” We’ll get to the “except” later. First, let’s define highways. When I hear the word “highways” I think of I-5 or Mount Baker Highway, but a highway is any publicly maintained road that is open to public vehicular travel. Pretty much, if you can drive on it and it was built with taxpayer money, it’s a highway. That means officers can enforce all traffic laws on everything from a busy arterial to a quiet neighborhood street, but not on private property.

Before anyone gets any ideas, this isn’t a free pass to drive like a madman (or woman) in the mall parking lot. That word “except” is followed by some traffic violations that officers can enforce on private property. These include impaired driving, reckless driving, negligent driving, vehicular homicide, vehicular assault and hit-and-run traffic collisions. I think we can agree that even on private property, those kinds of actions deserve to be investigated and the laws prohibiting them enforced. To get back to the original question, failing to stop for a stop sign in a parking lot wouldn’t get a driver a traffic infraction, but if in the process of not stopping the driver showed complete disregard for the safety of others the driver could get arrested.

If you looked up the RCW that we’ve been discussing, you’ll notice another exception. The law states that the highway limitations don’t apply “where a different place is specifically referred to in a different section.” at first I found that to be a puzzling statement, but I did find another section of the RCW that specifically refers to another place: streets within a Home Owner Association (HOA). Officers can enforce speed laws on private roads in neighborhoods where a majority of the HOA has voted to approve enforcement and has met a few other related requirements.

While we’re on the topic of neighbor associations, private communities can also chose to do their own traffic enforcement. We have an example of that here in Whatcom County with Birch Bay Village. In this gated neighborhood, private security officers enforce the rules of the association, including traffic rules. They can write tickets, and anyone contesting a ticket does so in front of a local judge.

Grilling High

The state of Colorado brings us a great PSA about driving high. There are a few things I want to note about this one. To start with, it’s about driving high, but at no point in the entire 30 second spot do we see any driving, or even a car. It doesn’t rely on tragedy to try to change behavior; instead it focuses on an ordinary, real-life situation: a patio barbecue. Watching the stoned guy try to cook the meat, it’s easy to conclude that guy shouldn’t be driving.