One of the criticisms is that the boards are incestuous. Another issue may be that stock options are much more common now. I know the argument is this should align the CEOs interest with the shareholders but the counterpoint is it incentivizes a short term outlook.
The board of directors are the ones who measure CEO performance and set compensation but most of the times they just rubber stamp whatever the CEO does.