Comment by csee

It's fast to calculate, simple to understand, and doesn't make assumptions about the underlying distributions. This makes it a more effective generic tool for practitioners. Perhaps useful in the way the Pearson correlation is useful.

I'd like to learn more about the small sample properties. Proofs of asymptotics are necessary but less interesting. But the author's examples on example data sets look like it makes sense.