Chuanqi Ling

All that glitters is not gold? Evidence from annual report aesthetics and stock price crash risk

This study investigates whether the visual aesthetics of annual reports affect future stock price crash risk. Using a sample of Chinese A-share listed firms from 2007 to 2024, we apply a multimodal large language model to annual reports to construct a novel measure of report aest...