I detest the deliberate misuse of that phrase.
Efficiency, put simply, is input compared to output.
If you reduce inputs and keep the same outputs, then you're increasing efficiency.
If you reduce inputs and the outputs also reduce (like the "efficiencies" in the NHS, Police etc. etc.) then...