In establishing the factor structure, eigen values over 1 and examination of a scree plot
were used to establish the number of factors to be extracted; items were included on a factor if they displayed a loading of at least 0.4 on one of the factors, unambiguously loaded on a factor and were conceptually coherent with other items on the factor.