When Extra Information Helps: A Bayesian Information Update Test for Central Bank and School Communication

Extra information helps only when it adds new, orthogonal signal and is easy to process
Central banks and schools should use plain anchors and concrete rules to trigger a Bayesian information update
Measure belief shifts, not word counts, and iterate when messages fail to move the posterior