As others have said, it's not about efficiency. Also, doing a brisk walk does elevate your heart rate (mine goes up to ~100-110 BPM). If your goal is just being healthier, and not necessarily increasing your stamina or building up muscles, than walking is great. It also doesn't fuck with your joints.