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

(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

with low Debt to Equity ratio and high current ratio. Global Green Chemicals Public Company Limited Management’s Discussion and Analysis | 3 Operating Performance Exhibit 1 : Consolidated Company’s

- to-equity ratio and high current ratio. Global Green Chemicals Public Company Limited Management’s Discussion and Analysis | 3 Operating Performance Exhibit 1 : Consolidated Company’s Performance UNIT

Thailand PACE Development Corporation Public Company Limited (“the Company”) would like to report the operating results for the year ended 31 December 2019. The details are as follows: Exhibit 1: Earnings

equities of THB 11,137 million. Global Green Chemicals Public Company Limited Management’s Discussion and Analysis | 3 Operating Performance Exhibit 1 : Consolidated Performance comparison of 1Q2018 vs

% 92% 4Q2018 310 217 61% 39% 1Q2019 2,816 60% 40% 1Q2018 4,631 57% 43% 4Q2018 3,654 Operating Performance Exhibit 1 : Consolidated Company’s Performance comparison of 1Q2019 vs. 1Q2018 vs. 4Q2018 UNIT: M

3,842 5,227 339 20 137 -86 195 102 134% -34% 9% 91% 57% 43% 1Q2020 1Q2019 4Q2019 253 215 239 Operating Performance Exhibit 1: Consolidated Company’s Performance comparison of 1Q2020 vs. 1Q2019 vs. 4Q2019

exploit the capital markets for fund mobilization, according to the government policy and investors’ protection. Within SEC booth, four SMEs joins the exhibit. Of them, Global Prime Corporation and