Tag Archives: dating

OK Cupid Data on Sex, Desirability, and Age

Flashback Friday.

The number crunchers at OK Cupid recently looked at how age preferences disadvantage older women on the site.  First, the post’s author, Christian Rudder, points out, the distribution of singles is pretty matched by sex at most ages:

But that doesn’t necessarily mean that women and men of the same age are reaching out to one another.

Women at most ages state a preference to date men who are up to eight years older or eight years younger:

But men show a decided preference for younger women, especially as the men get older:And, Rudder notes, men target their messages to women even younger than their stated preference.  In this figure, the greenest areas represent where men are sending more messages and the red areas are where they are sending less:

So, even though men and women are more-or-less proportionately represented on the site, men’s decided preference for younger women makes for many fewer potential dates for older women.

Here’s what the dating pool looks like for 21-year-olds (the blue = men seeking women who are 21; the pink = women seeking men who are 21):

For 25 year olds:

For 30 year olds:

Rudder offers this summary measuring how a person’s desirability changes over time:

He writes:

…we can see that women have more pursuers than men until age 26, but thereafter a man can expect many more potential dates than a woman of the same age. At the graph’s outer edge, at age 48, men are nearly twice as sought-after as women.

Thus opportunities for dating are shaped by the intersection of gender and age to the detriment of women over 26 and men under 26.

Originally posted in 2010.

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

Using OK Cupid to Teach Research Methods

We’ve highlighted the really interesting research coming out of the dating site OK Cupid before. It’s great stuff and worth exploring:

All of those posts offer neat lessons about research methods, too. And so does the video below of co-founder Christian Rudder talking about how they’ve collected and used the data. It might be fun to show in research methods classes because it raises some interesting questions like: What are different kinds of social science data? How can/should we manipulate respondents to get it? What does it look like? How can it be used to answer questions? Or, how can we understand the important difference between having the data and doing an interpretation of it? That is, the data-don’t-speak-for-themselves issue.

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

Just for Fun: Flipping the Script on the Asian Girl Fetish

Well done, Joy Regullano, well done:

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

What Do Women (Seeking Men) Want?

Flashback Friday.

Dating site OKCupid did an analysis of 500,000 inquiry messages to determine what keywords correlate most strongly with getting a reply.  It has some great lessons about dating and some counter-stereotypical news about what heterosexual women want from men.

This first graph shows that mentioning someone’s level of attractiveness decreased the likelihood of getting a response (for both men and women), though men were more likely to mention looks.  But general compliments about one’s profile increased the likelihood of getting a response (the middle line is the average number of responses, the green bars signify an increase in the number of responses, and the red bars a decrease):

compliments-chart

A good lesson in operationalization: “pretty” is used in two ways in our culture, so when they made sure to differentiate between pretty (meaning “sort of”) and pretty (meaning “attractive”), you can see clearly the way that commenting on looks decreases the recipients’ interest:
pretty-chart

So, in contrast to stereotypes, many women cannot be flattered into a date (though the figure above includes men and women, I’m assuming most people being called “pretty” are female).

Further, the site found that when men sent messages, female recipients preferred humility to bold self-confidence.  The words below all increased the chances of a woman responding to a man’s inquiry:
efface-chart

Instead of bravado and flattery, women appear to actually like men who take an interest in them.  They respond positively to phrases that indicate that a guy actually read their profile and is interested in the content of their person:
engage-chart

The lesson: Treat a woman (on the OK Cupid dating site) like a human being and she will respond positively.

And to answer the question, “What do women want?”  As my dear friend David Landsberg would say: “Everything!

This post originally appeared in 2009.

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

Ohio Class Teaches Children that Men Think and Women Feel

From Reddit comes the story of an assignment given to high school students in a sex education unit of health class in Columbus, Ohio (as reported in theDispatch). The introduction reads (typos included):

Appreciating Gender Differences: Often there are many stereotypes attached to being male or female. Yet male and female together keep our species alive! Through knowing and appreciating the many differences in brain development and psychological processes of males vs. female one learn to accept and appreciate the differences.”

Then there’s this graphic: 1 (3) - Copy Yes, boys and girls in the class all got the same handout, with the normal human described as “you” and the one in the dress labeled “she.” After the graphic is a list of questions for the students to ponder in an essay, such as, “How might knowing these differences influence and impact an intimate relationship you might currently have or develop in the future?”

In her defense, the teacher naturally told the Dispatch that the point was to just “stimulate conversation.” But nothing in the assignment suggests the stereotypes might not be anything but true. None of the essay questions cast doubt on the facts presented. Consider revising the text like this:

Appreciating Gender Similarities: Often there are many stereotypes attached to being male or female. Yet male and female together keep our species alive! Through knowing and appreciating the many similarities in brain development and psychological processes of males vs. female one learn to accept and appreciate the similarities.”

That could be a useful opening to a unit on gender and development for high school sex education (without the graphic). Where did this come from? The teacher said it came from “an outdated book.”

With the power of Google image search, you can follow this image around the Internet, where it has been used by a lot of people to illustrate supposedly funny-but-oh-so-true stereotypes, like “Hilarious differences between men and women,” and on pages with sexist aphorisms such as, “A woman worries about the future until she gets a husband; a man never worries about the future until he gets a wife,” and on relationship advice pages, with conclusions such as, “If we understand this basic fundamental, there will be better relationships … steadier !!,” and even “Real, Honest Female Advice” for men who want to “start having unbelievable success with women.” It always has the same typo (“Figure Our Her Needs”).

I can’t find an original use, or any serious attempt at educational use, but I’d love to know who came up with it.

Cross-posted at Pacific Standard.

Philip N. Cohen is a professor of sociology at the University of Maryland, College Park. He is the author of The Family: Diversity, Inequality, and Social Change and writes the blog Family Inequality. You can follow him on Twitter or Facebook.

10 Honest Thoughts on Being Loved by a Skinny Boy

Today is Love Your Body Day and is this is our favorite body positive post of the year, re-posted in celebration. 

Rachel Wiley delivers a provocative poem about her experience as a “fat girl” loved by a skinny boy.  My favorite part:

My college theater professor once told me
that despite my talent,
I would never be cast as a romantic lead.
We put on shows that involve flying children and singing animals
but apparently no one
has enough willing suspension of disbelief
to buy anyone loving a fat girl.

Watch the whole thing (transcript here):

If you liked, we also recommend Kara Kamos’ confession that she’s ugly, but can’t think of a good reason to care.  Hat tip to Polly’s Pocket.

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

Does Homogamy Matter? A Query by OKCupid

In general, married couples are homogamous.  That is, they are more likely than not to match on a whole host of characteristics: age, income, education level, race, religion, immigration history, attractiveness level, and more.

But, does homogamy really translate into compatibility?  Or, do we just think it does?

OKCupid set about to find out.  This is the second of two posts about recent revelations that they, like Facebook, have been doing experiments on users. The last one was a depressing look at the role of attractiveness on the site. This one is about the impact of match ratings.  Yep, they lied to see what would happen.

OkCupid users answer a series of questions and the site then offers a “match rating” between any two users.  The idea is that people with a higher match rating are more homogamous — by some measure not identical to those that sociologists typically use, to be clear — and, therefore, more likely to get along.

The first thing they did was artificially alter the match rating for couples whose true match was only 30%.  Users could read the profile, look at the pictures, reviews answers to questions, and see a match rating.  In other words, they had a lot of information and one summary statistic that might be true or false.

People were slightly more likely to send a message and continue a conversation  if they thought they were a 60% match or better.  This is interesting since all these couples were poorly matched and it shouldn’t have been too difficult to discover that this was so.

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Rudder’s interpretation of the data is that you can make two people like each other by just telling them that they should.

Or maybe, he considered, their algorithm was just terrible. So, they took couples who matched at the 30, 60, and 90% rating and displayed a random match rating that was wrong two-thirds of the time.  Then, they waited to see how many couples got to exchanging four messages (their measure of a “conversation”).

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The lower right corner suggests that the ideal situation is to be a good match and know it.  Likewise, if you’re a bad match and you know it things probably won’t get very far. But the difference between actually being a good match and just thinking you are isn’t as big as we might think it would be.  At least, not in the space of four messages.

So, does homogamy really translate into compatibility?  Or, do we just think it does?  Maybe a little of both.

Cross-posted at Pacific Standard.

Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.

OKCupid Experiments on Its Users, Makes Us Hate Ourselves

In the aftermath of the revelation that Facebook has been manipulating our emotions – the one that prompted Jenny Davis to write a post titled Newsflash: Facebook Has Always Been Manipulating Your Emotions – the folks at OkCupid admitted that they been doing it, too.

I’ll let you debate the ethics. Here’s what Christian Rudder and his team found out about attractiveness. Let me warn you, it’s not pretty.

OkCupid originally gave users the opportunity to rate each other twice: once for personality and once for score.  The two were strikingly correlated.

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Do better looking people have more fabulous personalities?  No. Here’s a hint: a woman with a personality rating in the 99th percentile whose profile contained no text at all.

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Perhaps people were judging both looks and personality by looks alone.  They ran a test. Some people got to see a user’s profile picture and the text and others just saw the picture. Their ratings correlated which means, as Rudder put it: “Your picture is worth that fabled thousand words, but your actual words are worth… almost nothing.”

Their second “experiment” involved removing all of the pictures from the site for one full workday.  In response, users said something to the effect of hell no.  Here’s a graph showing the traffic on that day (in red) compared to a normal Tuesday (the dotted line):

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When they put the pictures back up, the conversations that had started petered out much more aggressively than usual. As Rudder put it:  “It was like we’d turned on the bright lights at the bar at midnight.”  This graph shows that conversations started during the blackout had a shorter life expectancy than conversations normally did.

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It’s too bad the people are putting such an emphasis on looks, because other data that OkCupid collected suggests that they aren’t as important as we think they are.  This figure shows the odds that a woman reported having a good time with someone she was set up with blind.  The odds are pretty even whether she and the guy are equally good looking, he’s much better looking, or she is.  Rudder says that the results for men are similar.

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Lisa Wade is a professor of sociology at Occidental College and the co-author of Gender: Ideas, Interactions, Institutions. You can follow her on Twitter and Facebook.