Title: Predicting the threat of shareholder activism among Indian firms: development and application of shareholder activism prediction model
Authors: Ajaz Ul Islam; Sanjay Kumar Mishra; Vikas Srivastava
Addresses: School of Business, Shri Mata Vaishno Devi University, Katra, P.O. SMVDU, Katra, 182320, India ' School of Business, Shri Mata Vaishno Devi University, Katra, P.O. SMVDU, Katra, 182320, India ' Indian Institute of Management, IIM Road, Prabandh Nagar, Mubarakpur, Lucknow, Uttar Pradesh, 226013, India
Abstract: Investigating voting strategies of mutual fund companies, the study developed shareholder activism prediction model (SAPM). Binary panel probit model was used to test the hypothesised model on a sample of firms subjected to shareholder activism (SA) during the period of 2008-2009 to 2014-2015 in India. The SAPM model was found to be adequate. Specifically, governance, related party transactions, remuneration and corporate social responsibility related specific demands were found to significantly predict the probability of threat of SA faced by the sample firms. Subsequently, SAPM model was applied to predict the probability of threat of SA for a sample of S&P BSE 500 companies in India. The findings were utilised to predict the probability that at least one firm in the industry will be subjected to SA for the period FY 2013-2014 to 2015-2016. The predictive accuracy of the model was tested using the observed data for the same period. The findings of binary panel logit model validated the robustness of SAPM.
Keywords: shareholder activism; corporate governance; panel probit; mutual fund; voting; related party transactions; RPTs; emerging market; India; corporate social responsibility; audit quality.
International Journal of Corporate Governance, 2020 Vol.11 No.2, pp.129 - 151
Received: 01 Jun 2019
Accepted: 25 Jan 2020
Published online: 25 Sep 2020 *