The biggest reductions in dislikes occur in the upper tail of the distribution:
💡 At the 90th percentile, women see a *35% larger decrease* in dislikes than men. (7/8)
The biggest reductions in dislikes occur in the upper tail of the distribution:
💡 At the 90th percentile, women see a *35% larger decrease* in dislikes than men. (7/8)
After the change:
📹 Women produced 8.4% more videos than before.
👀 Demand for women’s content increased by 15.5%.
Event study estimates shows parallel trends pre-change and persistent effects post-change. (6/8)
After the change:
📹 Women produced 8.4% more videos than before.
👀 Demand for women’s content increased by 15.5%.
Event study estimates shows parallel trends pre-change and persistent effects post-change. (6/8)
👩🦰 Women received 43% more dislikes than men.
Post-change? Women experienced a 57% drop in public dislikes. This highlights the disproportionate targeting of women with negative feedback. (3/8)
👩🦰 Women received 43% more dislikes than men.
Post-change? Women experienced a 57% drop in public dislikes. This highlights the disproportionate targeting of women with negative feedback. (3/8)
I study online content creators—a growing group of online workers directly exposed to consumer feedback—using YouTube’s 2021 policy change that hid public dislike counts. Creators still see dislikes, but viewers don’t. (2/8)
I study online content creators—a growing group of online workers directly exposed to consumer feedback—using YouTube’s 2021 policy change that hid public dislike counts. Creators still see dislikes, but viewers don’t. (2/8)