Books that make you dumb
Here's a fun little project I stumbled across while watching WebbAlert. (I really like that show, by the way.) A guy at Cal Tech named Virgil Griffith decided to take book and SAT/ACT data available on Facebook and see how they matched up. The result is a big list of popular books and the test scores and schools of the people who read them. Click on the picture below to blow it up huge and take a look at the data.
Several other graphs and break-downs are also available on his site. I think this graph with the books broken down by genre is particularly helpful. As he readily acknowledges, correlation certainly doesn't equal causation, but the correlations are still pretty interesting. Some of the results I could have anticipated. For example, I'm not entirely surprised that genres like erotica and contemporary fiction rank relatively low on the list. Those sorts of books usually don't need much thinking (or in the case of erotica, perhaps no thinking at all). Other results are sure to cause some controversy. For example, African-American literature and books on religion were linked to lower test scores.
I also admit that there were a few surprises on the list. Even though you usually think of sci-fi and fantasy as being nerd books, I was still amazed how high the genre mapped out, second only to philosophy, and even higher than classic literature. And dystopian books like 1984, Fahrenheit 451, and Animal Farm actually fared quite poorly, ranking as the third-lowest genre.1 I usually think of those books as being quite nuanced and brilliant, but I guess the people who read them aren't. The highest-ranking book seems to be Lolita, with 100 Years of Solitude a close second and Crime and Punishment coming in at third.2
On an individual level, I probably have higher test scores than the average person in this data set, but I have books from both the stupid and the smart side. Apparently, my sci-fi, philosophy, and classics collection are making up for my pop lit, dystopian, and religion books. I'm also fairly pleased about how many of the books on the list I've read and enjoyed, although there are plenty that I haven't. For example, I've never read Lolita, but I can attest that 100 Years of Solitude is a very challenging book to read. I read it in the original Spanish, which should get me some bonus points, don't you think? But don't expect me to read Crime and Punishment in Russian; I've had a hard enough time in English.
I know there are a lot of smart people and bibliophiles who read my blog (though I can't quite fathom why). What do you guys think? How do your test scores and library compare to the Facebook crowd? What other data would you like to see?
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1 The data on dystopian literature may be a bit forced. Fahrenheit 451 is pretty far back from the rest of the group, which is perhaps indicative of its frequent assignment in high school English class. Even more telling, Mr. Griffith categorized Brave New World as science-fiction rather than dystopian. Given that Brave New World readers on Facebook had an average SAT score of just under 1100, the dystopian genre would undoubtedly have performed much better if the book had been classified as dystopian rather than sci-fi.
2 Lolita is another problem for categorization. As you can see from the picture I have posted above, Virgil Griffith initially categorized it as erotica, which created an extreme outlier in the erotica genre. But once he classified it as classic literature, that problem disappeared. I don't agree with several of Griffith's other classification determinations, but I think Lolita really is best described as classic literature, despite its erotic content.














11 comments:
weird. if some of the "classics" are so great, why are they at the end of the list?
Interesting that calling it "The Holy Bible" drops you about 150 points. And that
I agreed that dystopian was a bit forced. Sensible call on Fahrenheit 451, though.
And yeah, The (Holy) Bible is interesting. Likewise Dan Brown vs. Da Vinci Code and C.S. Lewis vs. Mere Christianity. I suspect people who list authors are less likely to have actually finished one of the author's books.
Interesting that The Book of Mormon ranks so much higher than the Bible.
Sorry, than the *Holy* Bible.
That's a really interesting graph. I'm mostly a middle of the roader. My "highest" book is "The Alchemist" and the close second, "Ender's Game". I think it makes perfect sense that some of the classics are ranked low. Everyone reads those sometime in school. I think the same is true of "The Holy Bible". Although, I bet that the people who listed it haven't really read it all. In fact, I bet they listed it because they didn't have another book to list. That's not to be rude, I just think it's probably true.
Oh, and aren't you the pessimist. Why couldn't you title it "Books that make you smart"? :)
Heh. That thought occurred to me too. It makes you want to see the results more, though.
I have to say that I doubt even the correlation of what books people "choose to read" and test scores. I'm willing to bet that the only reason some of the classics are on there are because of all the high schoolers who don't read a thing. Facebook asks for books and the only things they have read are the assigned English class books so that is what they put down. The more rare the book, the higher it is on the chart and obviously only more intelligent people would seek it out.
Interesting comparision, but like you noted, definitely does not show causality and if you account for assigned readings, this chart may not even really show correlation.
I'd be more interested to see a this chart when it has been corrected for "forced readings."
Fun to look at though.
I couldn't put Crime and Punishment down when I read it. Such a good book. Of course, sometimes it's hard to understand which character is which. Their names are all the same, I swear.
I think another reason for these rankings are that the lists are based on what people list as their favorite books on Facebook, so very popular mainstream books would likely be listed by people who don't read very much overall.
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