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Leveraging a massive dataset of over million potential matches between single users on a leading mobile dating application, we were able to identify numerous characteristics of effective matching. Effective matching is defined as the exchange of contact information with the likely intent to meet in person. The characteristics of effective match include alignment of psychological traits i. For nearly all characteristics, the more similar the individuals were, the higher the likelihood was of them finding each other desirable and opting to meet in person.

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More recently, a plethora of market-minded dating books are coaching singles on how to seal a romantic deal, and dating apps, which have rapidly become the mode du jour for single people to meet each other, make sex and romance even more like shopping.

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The idea that a population of single people can be analyzed like a market might be useful to some extent to sociologists or economists, but the widespread adoption of it by single people themselves can result in a warped outlook on love. M oira Weigelthe author of Labor of Love: The Invention of Datingargues that dating as we know it—single people going out together to restaurants, bars, movies, and other commercial or semicommercial spaces—came about in the late 19th century.

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What dating does is it takes that process out of the home, out of supervised and mostly noncommercial spaces, to movie theaters and dance halls. The application of the supply-and-demand concept, Weigel said, may have come into the picture in the late 19th century, when American cities were exploding in population.

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Read: The rise of dating-app fatigue. Actual romantic chemistry is volatile and hard to predict; it can crackle between two people with nothing in common and fail to materialize in what looks on paper like a perfect match. The fact that human-to-human matches are less predictable than consumer-to-good matches is just one problem with the market metaphor; another is that dating is not a one-time transaction. This makes supply and demand a bit harder to parse.

Given that marriage is much more commonly understood to mean a relationship involving one-to-one exclusivity and permanence, the idea of a marketplace or economy maps much more cleanly onto matrimony than dating.

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The marketplace metaphor also fails to for what many daters know intuitively: that being on the market for a long time—or being off the market, and then back on, and then off again—can change how a person interacts with the marketplace. W hen market logic is applied to the pursuit of a partner and failspeople can start to feel cheated.

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This can cause bitterness and disillusionment, or worse. She estimates that she gets 10 times as many messages as the average man in her town. Recently, Liz matched with a man on Tinder who invited her over to his house at 11 p. When she declined, she said, he called her 83 times later that night, between 1 a.

Nearly two thirds of mobile dating app users are men

Despite having received 83 phone calls in four hours, Liz was sympathetic toward the man. The logic is upsetting but clear: The shaky foundational idea of capitalism is that the market is unfailingly impartial and correct, and that its mechanisms of supply and demand and value exchange guarantee that everything is fair. And in online spaces populated by heterosexual men, heterosexual women have been charged with the bulk of these crimes. T he de and marketing of dating apps further encourage a cold, odds-based approach to love. While they have surely created, at this point, thousands if not millions of successful relationships, they have also aggravated, for some men, their feeling that they are unjustly invisible to women.

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Men out women dramatically on dating apps; this is a fact. A literature review also found that men are more active users of these apps—both in the amount of time they spend on them and the of interactions they attempt. Their experience of not getting as many matches or messages, the s say, is real.

Everything you always wanted to know about the economics of dating sites (but were afraid to ask)

But data sets made available by the apps can themselves be wielded in unsettling ways by people who believe the s are working against them. This is, obviously, an absurd thing to publish on a company blog, but not just because its analysis is so plainly accusatory and weakly reasoned.

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Even without these creepy blog posts, dating apps can amplify a feeling of frustration with dating by making it seem as if it should be much easier. To him, the idea of a dating market is not new at all. Balls were the internet of the day. You went and showed yourself off. Read: The five years that changed dating. The human brain is not equipped to process and respond individually to thousands of profiles, but it takes only a few hours on a dating app to develop a mental heuristic for sorting people into broad.

In this way, people can easily become seen as commodities—interchangeable products available for acquisition or trade.

Polar similars: using massive mobile dating data to predict synchronization and similarity in dating preferences

Or, it makes a dater think they can see the market, when really all they can see is what an algorithm shows them. T he idea of the dating market is appealing because a market is something a person can understand and try to manipulate. This happens to men and women in the same way.

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And the way we speak becomes the way we think, as well as a glaze to disguise the way we feel. Someone who refers to looking for a partner as a s game will sound coolly aware and pragmatic, and guide themselves to a more odds-based approach to dating. But they may also suppress any honest expression of the unbearably human loneliness or desire that makes them keep doing the math.

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