economics Paradigm Challenge

Being good-looking doesn't actually help you make money as a creator unless you're also working insane hours.

April 2, 2026

Original Paper

Beauty, Working Hours, and Earnings in Livestreaming

Wensi Zhang, Sha Yang, Yanhao 'Max' Wei

SSRN · 6401398

The Takeaway

Most people assume that being attractive provides a constant, automatic boost to income. This data from over 500,000 livestreaming sessions shows that attractive creators only out-earn others if they stream for long periods; for short durations, the earnings gap is nearly zero, suggesting beauty functions as a multiplier of sustained effort rather than a standalone advantage.

From the abstract

Attractive people tend to earn more, but is beauty a fixed advantage or does its value scale with time investment? We address this question in livestreaming, a rapidly growing creator market in which streamers determine how long to broadcast and earnings accumulate in real time. Using proprietary data from 503,177 streaming sessions by 14,013 creators, we decompose the beauty premium into a baseline component (the earnings advantage independent of streaming duration) and an hours-based component