Detecting Insider Trading

Abstract​

This paper investigates whether directors' share purchases signal future stock performance. Using insider trading data from SEC Form 4 filings, the analysis compares stock returns following director buys versus the overall market. The results suggest that stocks tend to outperform after such purchases, supporting the idea that director buys may reflect insider confidence and predictive information. The findings are consistent with market signaling theory and prior academic research.