Computational efficiency refers to the effectiveness of an algorithm in terms of resource usage, such as time and space. It plays a crucial role in algorithm design and implementation, impacting performance in various applications like blockchain technology, data processing, and more. Understanding computational efficiency helps developers and engineers create more efficient code, leading to faster and more responsive applications.