Updated
Updated · SciTechDaily · Jul 5
Gender Gating Lifts Match Efficacy 72% on Indian Matrimonial Platform
Updated
Updated · SciTechDaily · Jul 5

Gender Gating Lifts Match Efficacy 72% on Indian Matrimonial Platform

1 articles · Updated · SciTechDaily · Jul 5

Summary

  • A field experiment on one of India’s largest matrimonial platforms found that limiting which women’s profiles men could see cut women’s incoming expressions of interest by 6% and raised match efficacy by 72%.
  • The intervention targeted a market where men typically outnumber women by 60:40 to 90:10, leaving women with about 40 times as many approaches as men and pushing some to disengage.
  • Under the “gender gate,” men could view women’s profiles only if they met default norms on age, income and education, while women could still adjust those settings themselves.
  • Women over 25 saw the biggest gains: match efficacy jumped 103% and the number of expressions of interest they initiated rose 113%, suggesting less screening burden increased agency.
  • The platform has already rolled the system out to all users, and the researchers say similar criteria-based filtering could aid other people-matching services, from ride-hailing safety settings to hiring.

Insights

Can AI fix online dating without reinforcing real-world social biases?
If AI can now filter your dates, should it also screen job applicants?
Will platforms risk smaller user pools for higher quality matches?