Process safety performance indicators are applied to monitor and improve the safety of process plants. One of the most important and challenging issues for process safety is the early recognition of deterioration in safety performance caused by operation, maintenance, management, organization, and safety culture factors before actual events and/or mishaps occur. Most existing safety performance indicators are ‘‘lagging’’ indicators meaning that they monitor events after their occurrence.