Background The Philippines is undergoing a profound digital transformation, with over 73% internet penetration. In addition, Filipinos ranks fourth in the world in terms of social media use, spending an average of 3 hours and 25 minutes daily on social media platforms. While this digital engagement supports economic growth and innovation, it has also made the country increasingly susceptible to…