Related Experiment Video
Updated: Mar 22, 2026

Lower Limb Biomechanical Analysis of Healthy Participants
Published on: April 15, 2020
Does Encouragement Matter in Improving Gender Imbalances in Technical Fields? Evidence from a Randomized Controlled
Cait Unkovic1, Maya Sen2, Kevin M Quinn1
1UC Berkeley School of Law, University of California, Berkeley, CA, United States of America.
Abstract:
Does encouragement help address gender imbalances in technical fields? We present the results of one of the first and largest randomized controlled trials on the topic. Using an applied statistics conference in the social sciences as our context, we randomly assigned half of a pool of 3,945 graduate students to receive two personalized emails encouraging them to apply (n = 1,976) and the other half to receive nothing (n = 1,969). We find a robust, positive effect associated with this simple intervention and suggestive evidence that women responded more strongly than men. However, we find that women's conference acceptance rates are higher within the control group than in the treated group. This is not the case for men. The reason appears to be that female applicants in the treated group solicited supporting letters at lower rates. Our findings therefore suggest that "low dose" interventions may promote diversity in STEM fields but may also have the potential to expose underlying disparities when used alone or in a non-targeted way.
Related Concept Videos
Stereotype Threat and Self-fulfilling Prophecies
Randomized Experiments
Simple randomization
Simple...
Socioemotional Experience and Gender Development
Halo Effect
Regression Toward the Mean
Motivational Bias

