Insider Trading and Anomalies

50 Pages Posted: 7 May 2025

See all articles by Jiaxing Tian

Jiaxing Tian

Chinese University of Hong Kong, Shenzhen

Hong Xiang

The Hong Kong Polytechnic University

Minghai Xu

Hong Kong Polytechnic University

Date Written: December 01, 2020

Abstract

We show that the insider trading pattern on anomaly long-short portfolio stocks can forecast anomaly returns. Specifically, we use the fraction of anomaly long-leg (shortleg) stocks being bought (sold) by insiders as a signal to extract insiders' information on expected returns of the anomaly. Based on a composite anomaly measure that combines 11 prominent anomalies, we show that the insider trading signal significantly forecasts anomaly returns both in-sample and out-of-sample. These findings also help disentangle the risk-based and the mispricing-based explanation for anomaly returns.

Keywords: Insider trading, anomalies, mispricing, return predictability

Suggested Citation

Tian, Jiaxing and Xiang, Hong and Xu, Minghai, Insider Trading and Anomalies (December 01, 2020). Available at SSRN: https://ssrn.com/abstract=5237160 or http://dx.doi.org/10.2139/ssrn.5237160

Jiaxing Tian

Chinese University of Hong Kong, Shenzhen ( email )

2001 Longxiang Boulevard, Longgang District
Shenzhen, 518172

Hong Xiang (Contact Author)

The Hong Kong Polytechnic University ( email )

Hong Kong
Hong Kong

Minghai Xu

Hong Kong Polytechnic University ( email )

11 Yuk Choi Rd, Hung Hom
Hong Kong, Hong Kong
Hong Kong

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