(1) the changing IT usage in business practices, (2) the increasingly sophisticated technical approaches and mechanisms of cyber threats, (3) the revisions to preventive measures for addressing

on their behalf by those agents. As sophisticated investors with influence, often including voting rights, institutional https://www.sec.or.th/cgthailand/TH/Documents/Assessment/ICGN%20Institutional

of the financial statements.  In addition, TIES neither compared the purchase and sale prices of the related party transactions to market prices, nor explained whether or not the price differences were

neither compared the purchase and sale prices of the related party transactions to market prices, nor explained whether or not the price differences were reasonable.Later, TIES requested for postponement of

prices of the related party transactions to market prices, nor explained whether or not the price differences were reasonable. The SEC thus instructed TIES to rectify the financial statements according to

Baht 3,123 million, decreased by Baht 340 million or 9.8% from Q2’2017 that was explained as follows, Beverages business The beverage sales for Q2’2018 was Baht 1,516 million, decreased by Baht 353

their interests and on their behalf by those agents. As sophisticated investors with influence, often including voting rights, institutional https://www.sec.or.th/cgthailand/TH/Documents/Assessment/ICGN

transactions to market prices, nor explained whether or not the price differences were reasonable. Later, TIES requested for postponement of submitting the rectified and audited 2014 financial statements, due on

company for Q3’2018 was Baht 3,345 million, slightly decreased by Baht 121 million or 3.5% from Q3’2017 which is explained as follows, Beverages business The beverage sales for Q3’2018 was Baht 1,715

sophisticated machine learning. JEL Classification: C45, G34, M14 Keywords: corporate culture, board gender diversity, female directors, corporate governance, machine learning, textual analysis, agency theory 2