New study: AI-over-human control stories fuel job replacement anxiety

A new arXiv paper from researchers at Adam Mickiewicz University provides the first causal evidence that AI job replacement anxiety can be triggered by vicarious exposure to narratives emphasizing AI-over-human control, rather than direct experience of job loss. In Study 1, a randomized experiment with 316 participants, subjects who read stories about AI agency and human control loss showed significantly higher AI job replacement anxiety. The effect remained robust after controlling for core self-evaluations. Notably, perceived usefulness of AI moderated the response—people who saw AI as useful were less anxious—while perceived ease of use had no significant moderating role.

Study 2 replicated these findings in an observational design with 995 participants, confirming the link between perceived AI-over-human control and job replacement anxiety and supporting external validity. By drawing on Integrated Fear Acquisition Theory and the Technology Acceptance Model, the authors shift attention from structural labor-market conditions to how AI agency is perceived and communicated. The practical implication: organizations and media communicators play a direct role in shaping AI-related fears through narrative framing. For employers rolling out AI tools, emphasizing usefulness and human oversight could mitigate anxiety, while doom-laden stories about AI autonomy may fuel workforce unease.