increased to 19.9% from 15.6% in Q4/2017 but reduced from 22.2% in Q3/2018. Higher selling expenses to sales YoY was mainly due to multiple new products launch since late Q3/2018, e.g. Carbonated Fizza Salty
across all segments; Carbonated soft drinks (where lower availability of fountain due to lockdown & due to shortage of Aluminum cans has resulted PET as preferred packaging material for converters offset
(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
ใน รูปแบบกระป๋องประเภทอดัก๊าซ (Carbonated Carabao Green Apple) (3) ค่าใช้จ่ายส่วนที่เหลือจ านวน 71 ล้านบาท เพิ่มขึน้ 3 ล้าน บาทหรือร้อยละ 4.5 ใช้ไปกบักิจกรรมสง่เสริมการขายเพื่อกระตุ้นการเติบโตของรายได้
ล้านบาท ควบคู่กับการวางจ าหน่ายผลิตภณัฑ์ใหม่คือ คาราบาวกลิ่นกรีนแอปเปิล้ใน รูปแบบกระป๋องประเภทอดัก๊าซ (Carbonated Carabao Green Apple) (3) ค่าใช้จ่ายส่วนที่เหลือจ านวน 71 ล้านบาท เพิ่มขึน้ 3 ล้าน บาทหรือ
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
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
, businesses and payment have shifted into the digital realm. Meanwhile, cyber threats have become more sophisticated, as seen from their application of state- of-the-art technologies. Against this backdrop