Programmer Kat Matfield has designed a free tool called the Gender Decoder to analyze job advertisements for subtle gender bias. Matfield says she was motivated by her “frustration at the gap between theory on bias and practical steps people can take to counter it.”


Researchers have long examined gender bias, though such studies tend to describe the problem, not the solution.

https://twitter.com/user/status/668825408742232064

Matfield wanted to design a tool to help companies prevent bias in their hiring process, right down to the language used to describe job duties. On Matfield’s web page, users paste job ads into a text box, which tallies masculine- and feminine-coded words. Although English doesn’t utilize formally gendered words like “el secretario” (“male secretary” in Spanish) or “patronne” (“female boss” in French), our words do have subtle gender implications. For example, we tend to use “bossy” to describe women and “arrogant” to describe men.

Matfield was inspired to create her app by a 2011 study on gender bias in job ads, in which researchers changed the wording of ads to include more feminine or masculine words, then measured responses. Women found the ads with masculine language less appealing, and felt like they didn’t “belong” in those occupations. Men were slightly less drawn to job ads with feminine language, though it’s interesting to note that feminine language didn’t necessarily influence whether men felt as if they belonged in those roles or not. The research suggests that by describing the same job with feminine or gender-neutral language, companies will attract a more gender-balanced applicant pool.

Matfield’s gender decoder identifies masculine and feminine words based on word lists from that specific study. Companies are able to analyze and adjust the language of their job ads to appeal across gender lines. Since releasing her app, Matfield says a couple of organizations have asked her to build custom versions for their unique job sectors. She’s also discovered a complementary set of Chrome extensions, called Unbias, that allow users to hide pictures and names from social and professional networks, giving hiring teams a chance to vet potential employees in a gender-blind manner.

Ultimately, Matfield’s tool reveals just how deep sexism runs in our language. The words “challenge” and “analyze” read as masculine; the words “support” and “empathy” read as feminine. So maybe it’s not simply about changing our job descriptions to read more gender-neutral. We also need to change our culture so that words like “adventurous,” “understanding,” “opinionated,” and “gentle” are suitable descriptors for both men and women.

It’ll be a slow, culture-wide shift, but tools like the Gender Decoder and Unbias should serve as a strategic first step in inviting more women to apply for positions historically held by men—and vice versa. And there may already be hope for a more generous, less divisive workplace in the future. If you, like GOOD, want to explicitly avoid hiring divas, fret not: A quick check using the tool revealed the term to be gender-neutral (though perhaps that’s because it wasn’t a common enough term in job descriptions for the 2011 study to include).

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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