The proposed approach is used to assess process safety performance of a liquefied natural gas processing facility. In spite of some missing data pointsthe proposed approach is able to model process safety performance. The value for leading and lagging indices are similar, confirming the underlying relationship between symptom, cause, and incident. Although the proposed approach promises to fill the gap of process safety performance mapping system, it needs to be further tested and implemented by others.