% Total Investor Types Occupation Definitions of 3 Groups • Cash Holders = Bank Deposits is the only investment choice • Old-Fashion = Traditional investment channels long known to investors • Modern

equivalent alpha), which represents a significant improvement in portfolio efficiency for a retiree. Unlike traditional alpha, which can be hard to predict and is a zero-sum game, we find that Gamma (and Gamma

audits, the financial statements, and the auditors through Key Audit Matters (KAMs). The traditional format of audit reports limited auditors’ risk communication to investors and was perceived by investors

assessment of economic value, but which does not fit easily into the traditional accounting framework. Other terms such as ‘extra-financial’ are also sometimes used to describe this information. In recognition

steel at 0.308 MT. The export of deformed bars for construction was at 0.226 MT. Overview of Hot Rolled Steel in Thailand The Hot Rolled Steel production for 2019 was at 2.63 MT, decreasing 22.11

at 0.388 million metric tons. The export of deformed bars for construction was at 0.224 million metric tons. Overview of Hot Rolled Steel in Thailand The Hot Rolled Steel production in 2018 was at 3.20

tons, increasing 10.31% compared to the previous year. The highest export quantity was structural steel at 0.388 million metric tons. The export of deformed bars for construction was at 0.224 million

of previous year. The highest export quantity was structural steel at 89.0 thousand metric tons. The export of deformed bars for construction in Q1/2019 was at 66.2 thousand metric tons. Overview of

deformed bars for construction was at 0.159 million metric tons. Overview of Hot Rolled Steel in Thailand The Hot Rolled Steel production in Jan. – Jun. 2019 was at 1.37 million metric tons, decreasing 20.37

. The export of deformed bars for construction in Q1/2018 was at 63.9 thousand metric tons. Overview of Hot Rolled Steel in Thailand The Hot Rolled Steel production in Q1/2018 was at 0.815 million metric