Platform Inequality: Gender in the Gig-Economy

Arianne Renan Barzilay, Anat Ben-David

Research output: Contribution to journalArticlepeer-review


Laboring in the new economy has recently drawn tremendous social, legal, and political debate. The changes created by platform-facilitated labor are considered fundamental challenges to the future of work and are generating contestation regarding the proper classification of laborers as employees or independent contractors. Yet, despite this growing debate, attention to gender dimensions of such laboring is currently lacking. This Article considers the gendered promises and challenges that are associated with platform-facilitated labor, and provides an innovative empirical analysis of gender discrepancies in such labor; it conducts a case study of platform-facilitated labor using computational methods that capture some of the gendered interactions hosted by a digital platform. These empirical findings demonstrate that although women work for more hours on the platform, women's average hourly rates are significantly lower than men's, averaging about 2/3 (two-thirds) of men's rates. Such gaps in hourly rates persist even after controlling for feedback score, experience, occupational category, hours of work, and educational attainment. These findings suggest we are witnessing the remaking of women into devalued workers. They point to the new ways in which sex inequality is occurring in platform-facilitated labor. They suggest that we are beholding a third generation of sex inequality, termed "Discrimination 3.0," in which discrimination is no longer merely a function of formal barriers or even implicit biases. The Article sketches Equality-by-Design (EbD) as a possible direction for future redress, through the enlisting of platform technology to enhance gender parity. In sum, this Article provides an empirical base and analysis for understanding the new ways sex inequality is taking hold in platform-facilitated labor.
Original languageEnglish
Pages (from-to)393-431
Number of pages39
JournalSeton Hall law review
Issue number2
StatePublished - 2017


  • Labor laws
  • Equality
  • Working hours
  • Sex discrimination in employment
  • Loan workouts
  • Digital technology


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