5 Ways Statistics Are Used to Lie to You Every Day

Humans are terrible with numbers. They just don't fit in our brains. It's why scientists can hammer us with statistics about global warming but we will stop believing in it as soon as it gets cold where we live. It's not our fault -- the human brain just isn't built for this, and quite frankly, we don't really need to process huge numbers to get by in our everyday lives. You don't have to understand long term data trends in order to change a goddamn light bulb.

But there are some basics that everyone should know. Each of them sounds incredibly simple when it's explained, yet each of them will fool you again within days of reading this article. So try to keep in mind ...

#5. What We Call "Average" Actually Isn't


Sounds Like ...

Here's a shocking statistic: The average income in the United States is around $70,000. If your income is below that level, reading that is quite a kick. You thought you were actually doing pretty well for yourself, but now you're tempted to get a second job just to bump your net worth up to what the asshole next door is probably making. What's their secret, damn it? Are they all cooking meth?

Jupiterimages/Creatas/Getty Images
"What the hell else are garages for?"

The Problem Is ...

The popular use of the term "average" is way different from the mathematical term, but they get used interchangeably. That's why we're so often shocked at how the "average" person is richer/fatter/taller than us. In everyday language, we use the word "average" to mean "most people," or the most representative person (as in, "The average person doesn't read classic literature" or "The average Joe can't afford to dress like Prince"). But then when they start using the word "average" to talk about statistics, you get weird results, like the fact that 67 percent of people in the USA make less than the "average" income. So how the fuck can "average" mean "most people" when most people aren't average?

Well, we all learned in school how to calculate an average: You take all the values you're averaging, add them up, and divide them by the number of values. This is fine if what you're trying to average is pretty uniform -- the average of 1, 2, 3, 4, and 5 is 3, right there in the middle. The problem is that averages are absolutely useless if a minority of numbers are unusually high -- the average of 1, 2, 3, 4, and 40 is 10, which doesn't help anybody know shit about anything.

"Unfair? That averages out to be 12 each!"

And that's the problem with the "average income" statistic -- a few rich people are skewing the shit out of the number. If you're earning less than the average income, it's not because your job is screwing you, it's because you live in the same country as Bill Gates, Mark Zuckerberg, and whoever owns Coke. Mr. Coke or whoever.

Why Does It Matter?

This is so stupidly obvious when explained, but it creates more myths by the day. For instance, you can see one study showing that for every 100 Americans, there are 88 guns, which could lead someone to reasonably assume that it's hard to find an American who isn't packing heat. Then you see another study from the same year showing that only 43 percent of households have guns in them. It's the same deal -- the people who have tons of guns skew the average upward ... and in the process make it hard as hell to get an idea of the overall picture. More often than not, telling us the average just muddles the issue.

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"Every time you enter the room, I feel enormous. Thank you, mathematical averages!"

That's why most reputable sources who try to figure out wealth distribution use the median income, not the average. The median is the actual middle point: You get there by crossing out values on either end until you get to the center, which gives you a more relatable sum of around $50,000. There, we've just made 17 percent of you feel a little better about yourselves.

#4. A Claim of "99 Percent Accurate" Can Be Both True and Meaningless

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Sounds Like ...

You're sitting on the bed in the doctor's office, and he's got bad news. You've tested positive for some kind of cancer. You say, "Are you sure, doc?" and he goes on to inform you that the particular test they used is 99 percent accurate at detecting cancer when it's there, and it produces a false positive only 1 percent of the time in healthy people.

Holy shit, you're 99 percent doomed! Strap on your parachute and buy a monkey, it's time to start on that bucket list!

Digital Vision./Digital Vision/Getty Images
"Fuck the chute, I'm aiming for that mountain!"

The Problem Is ...

Actually, even though everything the doctor said was true, there's still only a 1 in 80 chance that you have cancer.

Wait, what? How is that possible? Because what you have come down with is instead an acute case of base-rate fallacy.

Yes, it's true that if you have cancer, the test is 99 percent accurate in telling you -- meaning out of 100 people with the disease, it only misses once. The problem is that other number; the fact that when the cancer isn't there, it still comes back positive 1 percent of the time. So in the course of trying to find the cancer, it's telling so many other people that they have it that a positive result almost becomes meaningless. How can that be true when it only gives a false positive 1 percent of the time? Because that's still a huge number.

Thinkstock Images/Comstock/Getty Images
"Boooo! Boo to science and boo to numbers!"

For instance, the number of people with, say, pancreatic cancer is actually only about 1 in 8,000. But if this test gives a "you have cancer" result in 1 percent of the cases, the doctor would tell 80 of those 8,000 people they're sick -- even though statistically, only one of them actually is. So for any one person, a "you have cancer" result only has a 1 in 80 chance of being true. It's still good reason to take more tests, but probably not enough to tell your boss off and start cooking meth.

Why Does It Matter?

A lot of technology makes promises like this that sound impressive, but only if you ignore the base rates. For example, in the U.S., the Transportation Security Administration a few years ago started talking up their new terrorist screening technology. They claimed it could catch over 99 percent of terrorists that pass through, while only identifying 0.01 percent of innocent people as al-Qaida operatives.

Stockbyte/Stockbyte/Getty Images
"The cavity search was not as fun as I had originally pictured it in my head."

Those numbers sound fantastic, but as with our cancer example, this means that a gigantic number of innocent people are getting treated as terrorists. So for instance, in 2010, about 700 million times, somebody boarded a plane that flew in the USA. If their terrorist detector "only" throws out positives 0.01 percent of the time, that means 70,000 fucking people are getting pulled out of line, accused, and searched. And in most years, statistically 0 percent of those people are terrorists. So that 0.01 percent sounds great, until you're the one they accuse of having a tiny bomb wedged in your rectum.

#3. Claiming to Be the "Fastest Growing" Group/Company/Etc. Might Not Be All That Impressive

Digital Vision./Digital Vision/Getty Images

Sounds Like ...

We recently mentioned a viral video that went around talking about how everyone should be afraid of the looming Muslim threat. Islam is, after all, "the fastest-growing religion in the world." Run!

Some respected and reputable sources have carried this headline, and conservative commentators cite it as evidence that Western nations are soon going to have to cloak our women and bow down to Mecca unless we wise up and start simultaneously banging Christian women and being mean to Muslims.

Thinkstock Images/Comstock/Getty Images
"Yeah, you smile now, but just wait until I don't hold the door open for you."

The Problem Is ...

Most sources who bring out the "fastest-growing religion" statistic are using percentages to get there -- has the religion doubled in size? Increased by half? By that measure, Islam figures pretty highly, increasing by 2.13 percent per year. But there are at least two religions higher on the list. Can you guess which? Hinduism? Buddhism? Try Zoroastrianism and Baha'i, weighing in at 2.65 percent and 2.28 percent, respectively. Forget hijabs and turbans -- you better get used to following a 19-month calendar and praying to the great Ahura Mazda.

Which is to say, going by the rate of change isn't that helpful. If the bacon-based cult that your crazy uncle and his four friends invented gains two members at the local country club, then the Church of Baconism just grew by 40 percent.

Jupiterimages/liquidlibrary/Getty Images
OK, now that we see the picture, we may have actually just made that a real group. Sorry about that.

So if you turn things around and measure a religion's growth by sheer number of new adherents per year, then the religion that had the most people join, convert, or get born into it gets the "fastest-growing" title -- in that case, it's probably Pentecostal Christianity.

Going by the other measure gives us the rate of change fallacy, which only becomes meaningful if you can somehow predict the future. If Baconism continues to grow at 40 percent per day, then after two months they'll have 5.7 billion followers! Or, it could stay right at seven until they all have heart attacks at age 43.

Stockbyte/Stockbyte/Getty Images
"This isn't going to work. Does anyone have a small shovel so I can unbacon this dude's pork-hole?"

Why Does It Matter?

"But Cracked," someone is already saying, "the fact that they're the fastest growing still means that if current trends continue, they'll eventually be number one!"

Right, if current trends continue. But current trends don't always continue, otherwise the alarmists would have no reason to be alarmed -- their whole reason for freaking out is that some prior trends didn't continue. The point is, any time you hear a company boasting of being the "fastest growing," you should take a moment to find out if they mean they just increased their workforce from three to six people before you invest.

Jupiterimages/Photos.com/Getty Images
"And my wife is pregnant again, so you can add one more to that number!"

And if someone is using "fastest growing" as a way to make you scared of another group, you might want to stop and consider if they're full of shit for other reasons.

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