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Platform Design

All articles tagged with #platform design

Gender Gating: A Tiny Filter That Elevates Online Matchmaking
technology14 days ago

Gender Gating: A Tiny Filter That Elevates Online Matchmaking

Researchers at George Mason University found that a simple design change—gender gating, which shows women’s profiles only to men who meet certain education, income, and age criteria—greatly improved the user experience on a large Indian matrimonial platform by reducing overwhelmed responses for women and boosting match quality. In a two-state experiment, women experienced a 72% rise in matching efficacy, with even larger gains for those over 25 (103%), while post-intervention expressions of interest to women fell about 6%; the platform later rolled the change out to all users, suggesting such criteria-based sorting could enhance other people-to-people matching systems.

EU launches sweeping probe into Shein over child-like dolls, weapons and risky design
world5 months ago

EU launches sweeping probe into Shein over child-like dolls, weapons and risky design

The European Commission launched a formal investigation under the Digital Services Act into Shein, examining whether the Chinese online marketplace allowed sale of illegal items such as child-like sex dolls, weapons, unsafe toys and cosmetics, and whether it failed to assess and mitigate risks. The probe also scrutinizes Shein’s platform design and recommender system for potential harms, while Ireland’s regulator seeks information on protections for minors. Shein says it is cooperating and has implemented age checks and other safety measures; violations could carry penalties up to 6% of global revenue.

Courts weigh whether social platforms are addictive in youth mental-health lawsuits
technology5 months ago

Courts weigh whether social platforms are addictive in youth mental-health lawsuits

Lawsuits against Meta and YouTube (and earlier settlements with Snap and TikTok) allege social networks harmed minors’ mental health, but experts say proving true addiction is difficult and research shows mixed, often small population-level effects. The debate centers on whether features like endless scrolling and algorithmic amplification constitute addiction or problematic use, with calls for regulation despite recognition of potential harms and benefits from social media.