2.4.1  Data Analysis

The percentage contribution to optimism bias from each project risk area was determined during the data collection process. This enabled the calculation of optimism bias caused by individual project risk areas, which was then averaged over the project types. Projects that have negative optimism bias levels were not included in the average as no project risk area impacts would have been recorded.