Examining Gender Bias in Facebook’s Job Ads: Insights from France’s Equality Monitoring Regulations

France’s equality regulator has determined that Facebook’s job advertising algorithm is discriminatory towards women, following an investigation that revealed a bias in job ads for mechanics favoring men, while ads for kindergarten teaching positions were predominantly shown to women.

The watchdog group, Défenseur des Droits, contended that Facebook’s targeted job ad system discriminates based on gender, which constitutes indirect discrimination. The regulator advised Facebook and its parent company, Meta, to implement measures to eliminate discriminatory practices in advertising and granted the company three months to inform French authorities of its actions.

According to the regulator’s ruling, “The system implemented for distributing job listings treats Facebook users differently based on their gender, thereby resulting in indirect gender discrimination.”

This ruling followed an initiative from Global Witness, a campaign organization focused on examining the influence of major tech firms on human rights, which posted advertisements on Facebook that included links to various job opportunities across countries like France, the UK, Ireland, and South Africa.

The findings revealed that, notably in France, 90% of individuals seeing ads for mechanic positions were men, whereas the same percentage of those encountering kindergarten teacher ads were women. Additionally, 80% of viewers for psychologist job ads were women, while 70% of those seeing pilot job ads were men.

Global Witness, along with French women’s rights organizations La Fondation des Femmes and Femme Ingénue, which had reached out to the rights group, praised the ruling.

In a joint statement, they remarked, “This seems to be the first instance where a European regulator has ruled that a social media platform’s algorithms exhibit gender discrimination, marking significant progress in holding these platforms accountable under existing legislation.”

“This decision conveys a powerful message to all digital platforms that they will be held responsible for such biases,” stated attorney Josephine Sheffet, representing the plaintiffs. “This legal principle establishes a crucial precedent for future legal actions.”

Mr. Mehta disputed the ruling, with a spokesperson stating: “We disagree with this decision and are exploring our options.”

Meta had agreed to modify Facebook’s algorithms in 2022 after allegations from the U.S. Department of Justice suggested that the platform’s housing advertising system discriminated against users based on criteria like race, religion, and gender.

Source: www.theguardian.com

Exploring Inequality: How Mathematical “Equality” Literature Can Transform the Real World

Numbers enable us to focus in detail on one aspect of a situation, but we can overlook complexities

Mika Baumeister/Unsplash

inequality
Eugenia Chen (Profile book (UK, for sale) Basic Books (We, September 2nd)

Are things equal or aren’t they? At least mathematically, that’s a question worth considering. Eugenia Chen argues in her new book, Inequality: With mathematics and tactics when things are done. In maths, as in life, some aspects have more weight than others.

Consider this: the equation 180 = 180 reveals nothing, yet x + y + z = 180°, where x, y, and z are the angles of a triangle, conveys a deeper insight. This statement holds true only under specific circumstances—yes, but not on the surface of a sphere.

Chen aims to investigate how mathematics identifies things as “equal.” Her methodology blends playfulness with the gravity of abstract concepts, linking them to diverse topics such as knitting and creating Battenberg cakes. She isn’t shy about tackling significant political and rights-related questions surrounding equality.

When simplifying through numbers, Chen humorously remarks that their dullness helps clarify potentially overwhelming complexities into a manageable figure. Numbers can be potent tools, focusing on a specific element of a situation.

However, overlooking this simplification can lead to misunderstandings. For instance, assuming two individuals with identical IQ scores are equally intelligent is misleading. As Chen remarks, “It’s alright to disregard the details, but you must remember that you have.”

Fortunately, mathematics encompasses more than mere numbers. Chen delves into the concepts of “local” and “global,” engaging in extensive discussions. Essentially, she explores surfaces formed by stitching together smaller flat areas.

By promoting “diverse thinking,” she proposes a valuable lens through which to view reality. In mathematics, debating whether a sphere and a torus are “the same” is futile. They can be understood as locally distinct but globally different. Similarly, in political discourse, it’s crucial to recognize when one faction utilizes localized arguments (“individual women benefit from the right to choose regarding abortion”) while the opposing side employs global ones (“all abortions constitute murder,” etc.).

Chen ventures deeply into abstract discussions regarding identity within categorical theory, guiding the reader through theoretical territories. Some of the most remarkable creations in art, literature, and music are indeed complex, yet we appreciate them without fully grasping the intricacies of chiaroscuro, counterpoints, or other sophisticated elements. Chen devotes herself to exploring the formal definitions of categories. Like art, we all appreciate certain abstract notions, but discovering their depth is worthwhile.

“If you believe that mathematics is solely about equations, seeing them as rigid black-and-white facts, then you likely perceive mathematics as solely stringent and binary,” states Chen. This book serves as a compelling counterargument to that misapprehension. Delving into the nuances of “equality” in mathematics will enrich your understanding of this field’s complexity and illuminate how the idea of equality is applied (and misapplied).

Sarah Hart is Professor Emelita and Provost of Geometry at the University of Gresham, UK. She authored Once Upon Prime.

New Scientist Book Club

Are you an avid reader? Join a welcoming group of fellow book enthusiasts. Every six weeks, we explore exciting new titles, offering members exclusive access to excerpts, author articles, and video interviews.

topic:

Source: www.newscientist.com