Studies

Can Computers do the Swiping for You?

Studies
  • Thursday, October 08 2015 @ 07:02 am
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  • Views: 1,274

When you swipe right on someone’s profile, you have a good idea of your physical preferences and what kind of person you are attracted to. Maybe you like a certain body type or hair color or height, but after that, it gets a little more complex. Maybe you like a particular person’s smile, or that they seem to have a wicked sense of humor or arty style in their photography.

While swiping is making it easier to go through profiles and accept or reject someone at whim, is it becoming more automatic the longer we swipe? Are we careful in our choices, or do we casually and without much thought say yes or no? Do we want someone (or something) else to do the swiping for us, someone who knows our preferences as well or even better than we do? It would save time and effort, but do we want to disengage from matching entirely?

At least one researcher is asking the question. He thinks we can be consistent enough in our picks that a computer can pick up on what we like and do the swiping for us. And why shouldn't this be an option?

Harm de Vries, a post-doctoral researcher at the Université de Montreal, thinks computers would make excellent choices on our behalf, and set about proving it with a recent study.

According to an article in PC World, De Vries scraped 10,000 photos from Tinder and gave a computer his opinion of 8,000 of them. Then he let the computer determine his likes and dislikes for the remaining 2,000, thinking this sample was reflective and large enough to be pretty accurate. Unfortunately, it managed to be right only 55% of the time. In other words, it wasn’t much better than closing your eyes and swiping arbitrarily.

De Vries decided to test a larger sample, so he pulled almost 500,000 photos from OkCupid. With a greater number of images to work with, the computer achieved a higher success rate – 68% - but still managed to correctly agree with only two out of every three choices made by DeVries.

Still, De Vries is hopeful that computers can assist in the decision-making process. He thinks even services like Twitter can benefit from computer learning, which is still pretty accurate even compared to human learning. "One of my friends who collaborated with me got to learn my preferences and he managed 76 percent accuracy, so even for humans it's pretty hard."

Choosing who we are attracted to is not an exact  science – we are all attracted to people that don’t necessarily have our “favored” characteristics, like dark hair or an athletic body, but they can still possess something that we find very compelling.

The point is – do we want to control our choices, or have a computer just do it for us?

 

Hinge Reveals the Most Popular Pick-up Lines for Online Dating

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  • Tuesday, October 06 2015 @ 06:42 am
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  • Views: 4,609
Hinge Study

Dating app Hinge is taking after OkCupid by collecting its user data and publishing results that might help people better connect. The latest report outlines the best pick-up lines among users of its app – and as it turns out, the way to a woman’s heart might just be through her stomach.

To conduct the survey, Hinge recruited copywriters and data analysts to compose 100 original openers, and sent them to 22 percent of Hinge users, who were then given the option of sending these openers to their matches. After studying eight million impressions, trends began to emerge. Some were expected - daters who want to connect should definitely avoid generic statements like 'Hey, what's up?' as an opening line, for example. The data was refined and categorized to give more in-depth info about who was responding—including their gender, age, and location across the U.S.

Results of the month-long experiment showed the most effective conversation starters for women include food references. For instance, a guy could ask a question like: “Chocolate, red velvet, or funfetti?” referring to cupcake preferences, or “Best discovery: Netflix or avocados?” for example. Hinge noted that “women are 40% more likely than men to respond to openers that are food-related.”

Men were most responsive when asked out directly, and particularly if those messages were assertive (the types of messages most women don’t like, which should be noted). For instance, if a woman put herself out there and confidently asked “Drinks soon?” or “Free this week?” men were 98% more likely to respond favorably.

Males were also found to have shorter attention spans: If they don’t receive a response to a message within six hours, a quarter of them will drop out of sight, compared with only five per cent of women.

As far as age groups, the 35 and older crowd prefers pop culture references. For instance, they responded best to “Katy Perry or Taylor Swift?” or “Bears, beets, or Battlestar Gallactica?” The 20-somethings preferred introductions about lifestyle with lines like: “Better adventure: Rock climbing or scuba diving?” or “Sunday priorities: Exercise, sleep or aggressive mimosas?” The 18-23 age group seemed to prefer novelty questions like: “Pain reliever personality: Advil, Tylenol or complaining?” and “You’re having your portrait painted – what’s your backdrop?”

Regional responses varied too, with folks in Los Angeles preferring entertainment-related questions (no surprise), and users in the Mid-West liking the 90’s references.

Hinge connects people through Facebook circles, and is available for both Android and iPhone. For more on Hinge, you can read our review.

This Is How Online Dating Has Changed The Way We Love, According To Science

Studies
  • Tuesday, September 08 2015 @ 06:50 am
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  • Views: 1,331

By now you've probably read – or at least heard about – Vanity Fair's recent takedown of online dating. The lengthy article is essentially an obituary for traditional courtship, which writer Nancy Jo Sales says is long gone thanks to online dating sites and mobile apps.

Tinder responded with a very public Twitter meltdown and tongues have been wagging about the state of modern dating ever since. Some agree with Sales, while others believe it's simply moral panic and anyone who hasn't jumped on the Tinder train is probably just too old to understand it.

The good news is, a growing body of scientific research is dedicated to online dating and the social change that comes along with it. The bad news is, even the scientists can't seem to agree with each other.

A 2012 study called “Searching for a Mate: The Rise of the Internet as a Social Intermediary” found no difference in relationship quality or strength between couples who met online and couples who met off. It also suggested that marriage and partnership rates may increase, as people with smaller pools of potential mates use dating services to cast wider nets.

Another 2012 study, headed up by Eli Finkel, concluded that most matching algorithms don't work. However, it also noted that “Online dating offers access to potential partners whom people would be unlikely to meet through other avenues, and this access yields new romantic possibilities.”

A 2013 study on marital satisfaction and breakups deemed online dating an unequivocally good thing. The research was sponsored by eHarmony, which rightfully has given some readers pause, but was reviewed by independent statisticians prior to publication.

A second study from 2013 examined sexual behavior and the “hookup culture” supposedly propagated by apps like Tinder. After examining a nationally representative sample of more than 1,800 18- to 25-year-olds, the study concluded that today's youth aren't substantially more promiscuous than previous generations. In fact, they may actually be having less sex than their predecessors.

Things got weird in 2014. Using the same data from 2012's “Searching for a Mate” study, a Ph.D. candidate at Michigan State came to the opposite conclusion about online dating and relationship quality. According to her findings, online daters are more likely to date than marry, more likely to break up faster, and more likely to break up more often.

How could two studies using the same statistics arrive at such different conclusions?

The answer is something we've always known: love is messy, contradictory, and confusing. Try quantifying that and you're bound to be disappointed.

New Study says Profiles Differ Among Age Groups

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  • Sunday, August 16 2015 @ 08:14 am
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Younger daters are really into dating apps – they helped bring Tinder into the mainstream, and now there are a slew of new dating apps hitting the market, allowing you to do everything from set your Instagram feed to music (Raya) and obtain the dating profile of that girl at the coffee shop you just couldn’t bring yourself to talk to (Happn). While younger daters are active on these apps, as it turns out, the fastest-growing group of online daters is 60 and older.

But do younger and older online daters date differently? University of Texas researchers Eden Davis and Karen Fingerman suspected that their were contrasts between their motivations for online dating, but wanted to determine this through the content of their profiles, so they conducted a study published this month about the differences in profile language and motivation each age group has when it comes to dating.

While we know people using dating websites and apps are typically motivated to find a partner and to date, we know little about the differences of what motivates them to use dating sites, what exactly they are looking for, or how they present themselves to different partners. Gathering 4000 online dating profiles from men and women across the United States, the researchers sampled profiles evenly by gender and from four age groups (18 to 29; 30 to 49; 50 to 64; and 65 or over). The final sample ranged in age from 18 to 95.

First, the researchers studied the most common words used in profiles by all age groups, which included: like, love, music, good, enjoy and fun. But they also discovered different age groups used different words in common when crafting their online dating profiles. For younger daters, these most frequently included the words: go, get, work, school, laugh, movies, much, find, think, try and anything.

Older daters seemed to be more focused on building connection. Their profiles most frequently included words like: man, woman, share, relationship, humor, travel, years, honest, important, well, sense, and family.

Eden said in her report: “Notably, older adults used more positive emotion words such as “sweet,” “kind,” and “nice,” more first person plural pronouns such as “we,” “us,” and “our,” and more words in the ‘friends’ category. These findings suggest that when they present themselves to potential partners, older adults focus on positivity and connectedness to others. Not surprisingly, older adults were also more likely to use health-related words such as “ache,” “doctor,” and “exercise.”

Younger adults tended to enhance their profiles, using mostly first-person singular pronouns like “I” and “me.” They also tended to focus on work and achievement.

The researchers concluded that adults of all ages were looking for love and a partner to enjoy life with, but that younger adults focus more on themselves and their own attributes, while older daters focused on positivity and connection to others.

Multiracial Daters May Have An Advantage Online

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  • Tuesday, August 11 2015 @ 10:54 am
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  • Views: 1,513

Like your friend's Facebook relationship, the relationship between race and online dating is complicated.

Past studies have found that people tend to communicate with singles who share their ethnic background. According to Dataclysm, the book released by OkCupid co-founder Christian Rudder last year, race plays a major role in online dating. Whites are most preferred, while blacks are least preferred. Hispanics and Asians fall somewhere between the two poles.

That's regardless of gender. Throw gender into the mix and the stats are even more likely to make you squirm. Black women, Asian men, black men, and Latino men are the least desirable segments in the dating market. At the other end of the spectrum, Asian and Latina women are seen as most desirable (which Rudder attributes to fetishization).

What Rudder's research doesn't cover is a rapidly expanding portion of the American population: individuals who identify as multiracial.

A new study from the Council on Contemporary Families explores the subject. The aim was to examine how often Asian-white, black-white, and Hispanic-white singles received responses to messages, compared to singles of one race. In total, 6.7 million messages collected between 2003 and 2010 were reviewed.

At first glance, the study seems to reveal an advantage to being a multiracial online dater. “The most surprising finding from our study is that some white-minority multiracial daters are, in fact, preferred over white daters,” the authors write in a press release. Three combinations were particularly favored: Hispanic-white men, Asian-white men, and Asian-white women.

The study offers several theories. One suggests that the media presents multiraciality as exotic and attractive, at the same time as enforcing negative stereotypes about other races. Another posits that multiracial partners may be more appealing because they straddle the line between an American upbringing and important cultural traditions.

Beneath the potentially progressive surface, the story of multiracial dating is more complicated.

“White men and women are still less likely to respond to an individual who identifies as part black and part white than they are to a fellow white,” the press release states. And looking at the three most popular multiracial groups, a partiality for whiteness appears to be clear even when ethnicities are blended.

Looking forward, the study's findings could prove either positive or negative for online daters. On one hand, mono-racial individuals who are already at a disadvantage online may fall even father behind. On the other hand, racial lines could continue to blur until they've all but disappeared.

Here's hoping for the Benetton ad option.

For a dating site that is all about multiracial dating, you can read our InterracialMatch Review.

A Perfect Online Dating Profile Isn't Perfect

Studies
  • Sunday, August 02 2015 @ 08:13 am
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  • Views: 1,321

You've heard that you need to put your best foot forward online. So, thinking you were doing exactly what you're supposed to do, you agonized over your username, your self-description, your photos. Every detail of your profile was carefully reviewed and redone until you felt confident you'd achieved perfection.

What if all of that was unnecessary? According to research from the University of Iowa, appearing too perfect online can actually work against you.

The study found that daters are distrusting of profiles that are too flashy or flawless. Instead, the most successful profiles are those that offer an authentic look at who a person really is.

"We found people want to contact a person who appears to be accurate in what they are saying about themselves online," said one of the study's authors, University of Iowa communications professor Andy High, in a statement. "It's tough when it comes to dating profiles because we want someone who seems like an amazing person, but we also hopefully will have a relationship with this individual, so we want them to exist."

To test how daters respond to different types of dating profiles, the researchers created 8 fake OkCupid profiles (4 men and 4 women) with combinations of two possible orientations. The first was “Selective Self-Preservation.” Profiles with this orientation highlighted the good aspects of the person's life while downplaying the negatives. The other kind of profile, “Warranting,” contained information that could easily be traced to a real person.

150 men and 167 women were asked to review the profiles and decide which ones they would contact. The majority chose profiles of the second type – those that did not present the person as perfect, and contained info that made the person feel more real.

In other words, people were turned off by profiles that appeared too good to be true. When stories of online love gone wrong come out on a daily basis, it's hard to blame them for being wary.

“Users of online dating sites are aware that people misrepresent themselves, and inaccurate profiles are one of the biggest drawbacks to using online dating sites,” the study says.

It's a difficult position to be in. Paint an unattractive picture of yourself and your profile won't get very far. Paint a picture that's too attractive and you're in the same boat. So what's an online dater to do?

“You want to balance all that is wonderful about yourself with some things that aren’t negative, but more humble or realistic about yourself,” says High. “It’s important to put your best foot forward, but maybe not in your best pair of shoes.”

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