NBA principles and technologies have significantly impacted engineering disciplines, leading to social changes and reshaping industries. NBA-inspired innovations have influenced materials science, data analytics, public health, urban design, and entertainment experiences. The study examines equity, access, and ethical dimensions of NBA-driven engineering innovations, focusing on data privacy, algorithmic bias, and commodification of athlete performance. The goal is to foster inclusivity, equity, and sustainable development, fostering collaboration between the sports industry and engineering disciplines. This approach emphasizes the transformative power of sports-driven innovation in engineering for societal betterment.