This study investigates the impact of Cocoa Swollen Shoot Virus Disease (CSSVD) in Ghana's Atwima Mponua district, identifying 15-50% yield losses and a critical 72.5% farmer struggle in implementing control measures. Through mixed-methods analysis, the research proposes an Integrated Pest Management (IPM) plan focusing on strict tool sanitization, biological control, and targeted insecticide use to combat mealybug-driven transmission.