R&D investment is positively linked to GDP growth. From 2012 to 22, workers in IP-intensive manufacturing contributed $284,306 per employee annually to GDP, with biopharmaceutical workers leading at $593,241 per employee , surpassing $214,838 per manufacturing worker and $140,089 per worker in the manufacturing and services industries.