forthcoming liberalization within five years. Message from the Secretary-General 4 not only empowered businesses but also furthered the moves toward the SEC's much anticipated self- regulation. On social
from data analytics, enabled banks to target, attract and engage customers using more sophisticated techniques. Banks cooperated with potential partners across industries to gain new opportunities and
reporting process toward a higher quality. In the preceding years, the SEC mobilized various initiatives to support the preparers in building self- discipline and the understanding of appropriate and
Kong Securities & Futures Commission for mutual recognition of managed fund products. We also undertook a self-assessment for compliance with IOSCO Principles to pave the way for Thailand’s Financial
accounting standards while auditors must work for audit firms that have a quality assurance system in place. In addition, the SEC encouraged trade associations to expedite its preparation for self-regulation
(ThaiCERT). Given the more sophisticated cyber risks, financial institutions as service providers, and customers as users, are increasingly vulnerable to losses. In terms of cyber security readiness, however
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
conducted a self-evaluation to determine how the organization fared against guidelines of the Collective Action Coalition Against Corruption (CAC), established by the Institute of Directors (IOD). On all
volatility, effectively assume this risk. Structured securities are complex instruments, typically involve a high degree of risk and are intended for sale only to sophisticated investors who are capable of
responsibilities of ownership are appropriately and fully delivered in their interests and on their behalf by those agents. As sophisticated investors with influence, often including voting rights, institutional