TY - RPRT AU - Gee, Laura Katherine TI - The More You Know: Information Effects on Job Application Rates in a Large Field Experiment PY - 2016/Nov/ PB - Institute of Labor Economics (IZA) CY - Bonn T2 - IZA Discussion Paper IS - 10372 UR - https://www.iza.org/publications/dp10372 AB - This paper presents the results from a 2.3 million person field experiment that varies whether or not a job seeker sees the number of applicants for a job posting on a large job posting website, LinkedIn. This intervention increases the likelihood that a person will finish an application by 3.5%. Women have a larger increase in their likelihood of finishing an application than men. Overall, adding this information to a job posting may offer a light-touch way to both increase application rates and alter the diversity of the applicant pool. KW - ambiguity aversion KW - risk aversion KW - gender KW - big data KW - social information KW - labor search KW - field experiment KW - uncertainty KW - herding KW - competition ER -