I believe, distributed power is cheaper. Smaller transformers, less drain on the power grid, etc. etc. In other words, I think it’s less efficient, especially in the summer when body heat becomes a negative rather than a positive factor.
And offices aren’t often great at adjusting thermostats when people are out of the office. So that larger space is often being heated/cooled 24/7