Skip to main content

Study suggests women’s computer code is preferred, only if their gender is unknown

school coding
wavebreakmedia/Shutterstock
When justifying the conspicuous absence of women in tech, the most commonly offered explanation has always been lack of skill — women are less interested in technology, they don’t pursue it as often (or as early), so by extension, when it comes to job applications, there are fewer qualified women in the mix. How could engineering teams not be majority male? Well, a new study published on PeerJ pokes a pretty damning hole in that argument — according to this research, women write better code than men on GitHub, or at the very least, their contributions are accepted more often by fellow coders. But this is only true when their gender is not known; once it’s made apparent that a woman is behind the syntax, all bets are off. In fact, bets go down.

The study (which has not yet been peer reviewed), involved the analysis of nearly 1.4 million users of open source program-sharing site Github, a platform that is often referenced in job interviews among computer scientists. The 12 million strong developer community does not require that its users provide gender information, but researchers were able to determine the sex of about 1.4 million of them (12 percent), the BBC reports, “either because it was clear from the users’ profiles or because their email addresses could be matched with the Google+ social network.”

Recommended Videos

Based on this information, the team determined that pull requests (code change suggestions) made by women made were accepted four percent more often than those made by men. However, this proportion dropped drastically when a woman’s gender was noticeable. The researchers write, “For outsiders, we see evidence for gender bias: women’s acceptance rates are 71.8% when they use gender neutral profiles, but drop to 62.5% when their gender is identifiable. There is a similar drop for men, but the effect is not as strong.”

“Women have a higher acceptance rate of pull requests overall, but when they’re outsiders and their gender is identifiable, they have a lower acceptance rate than men,” the study shows. “Our results suggest that although women on Github may be more competent overall, bias against them exists nonetheless.”

Considering that major tech companies like Facebook, Google, and Apple all have less than 20 percent of their technical positions filled by women, this is an alarming finding.

So keep coding, ladies. Maybe one day, you’ll be able to identify yourself and claim your fame.

Lulu Chang
Former Digital Trends Contributor
Fascinated by the effects of technology on human interaction, Lulu believes that if her parents can use your new app…
How to know which Mac to buy — and when to buy it
The M4 Mac mini being used in a workplace.

If you’re in the market for a new Mac (or Apple display), there’s a lot of choice ahead of you. Maybe you're interested in a lightweight MacBook Air from the selection of the best MacBooks -- or maybe one of the desktop Macs. Either way, there’s a wide variety of Apple products on offer, including some external desktop monitors.

Below you'll find the latest information on each model, including if it's a good time to buy and when the next one up is coming.
MacBook Pro

Read more
AMD Ryzen AI claimed to offer ‘up to 75% faster gaming’ than Intel
A render of the new Ryzen AI 300 chip on a gradient background.

AMD has just unveiled some internal benchmarks of its Ryzen AI 9 HX 370 processor. Although it's been a few months since the release of the Ryzen AI 300 series, AMD now compares its CPU to Intel's Lunar Lake, and the benchmarks are highly favorable for AMD's best processor for thin-and-light laptops. Let's check them out.

For starters, AMD compared the Ryzen AI 9 HX 370 to the Intel Core Ultra 7 258V. The AMD CPU comes with 12 cores (four Zen 5 and eight Zen 5c cores) and 24 threads, as well as 36MB of combined cache. The maximum clock speed tops out at 5.1GHz, and the CPU offers a configurable thermal design power (TDP) ranging from 15 watts to 54W. Meanwhile, the Intel chip sports eight cores (four performance cores and four efficiency cores), eight threads, a max frequency of 4.8GHz, 12MB of cache, and a TDP ranging from 17W to 37W. Both come with a neural processing unit (NPU), and AMD scores a win here too, as its NPU provides 50 trillion operations per second (TOPS), while Intel's sits at 47 TOPS. It's a small difference, though.

Read more
This fps-doubling app is now even better than DLSS 3
Cyberpunk 2077 on the Sony InZone M10S.

Lossless Scaling is a $7 Steam app that's flipped the idea of frame generation on its head this year. Similar to tools like Nvidia's DLSS 3 and AMD's FSR 3, Lossless Scaling offers frame generation. However, it works with any game, and with any graphics card, and it can triple or quadruple your frame rate with this frame generation. And now, the app is going further with a feature that even DLSS 3 and FSR 3 don't have.

The developer posted the 2.12 beta to Steam on Wednesday, and it adds a couple of new features. The big one is a resolution scale for LSFG, the tool's own machine learning-based frame generation algorithm. This allows you to decrease the resolution of the input frames, leading to a very minor quality loss in exchange for a fairly large performance boost. The resolution of the game doesn't change at all. You're basically giving the frame generation algorithm slightly less information to work with.

Read more