When “Signals” Boomerang: Employers’ Reactions to a Novel Signaling Mechanism

Abstract

Information asymmetry is a persistent challenge in online labor markets because employers cannot directly observe worker quality. Platforms attempt to mitigate this problem by introducing signaling mechanisms. We examine how employers respond to a novel signaling device: a voluntary “worker-offered guarantee,” in which workers deposit their own money alongside job bids. Unlike traditional money-back guarantees, forfeited deposits are donated to charity rather than compensating the employer, making the signal non-compensatory and selectively deployed. Leveraging detailed bid-level data from a leading freelance platform, we find that medium-reputation workers are more likely to adopt the guarantee than both high- and low-reputation workers. Contrary to the intended positive effect, employers systematically penalize workers who offer guarantees. This negative response is attenuated for high-reputation workers, complex projects, and experienced employers. Overall, rather than ignoring the signal, employers engage in counter-screening, actively discounting its use in hiring decisions. More strikingly, this skepticism appears economically justified, as workers offering guarantees perform worse on average than those who do not. Our findings advance signaling theories by empirically documenting receiver-side sophistication in response to a newly introduced signal in a mature market with strong preexisting reputation mechanisms, where employers receive no immediate or reliable feedback about signal validity. From a practical perspective, our study highlights the complexity of user reactions to platform and mechanism design innovations.

The authors' abstract, as published at the source. Information Systems Research, 2026 · DOI ↗