The impact of phrasing on advice-taking under gain and loss frames in a reinforcement learning paradigm

These findings provide a mechanistic understanding of how social (advice phrasing) and contextual (task framing) features jointly shape advice integration and inform more effective communication strategies in decision-making contexts.