Mine is probably attention too depending on how we define attention, but it's really only scarce because I only have so much time to apply attention.
It's like the relationship between energy and power. If power is scarce, and your power generation methods are sufficient, the scarcity in power is caused by a scarcity of energy.
So time is like energy and attention is like power. I'm scarce in attention because I'm scarce on time.