Table 2.
Measurement property | Definition | Statistical test and criteria for assessment |
---|---|---|
Dimensionality |
Local dependency Response to an item should not be dependent on the response to another item Uni-dimensionality Extent to which items for the PCS-12 and MCS-12 measure one underlying construct |
Person-item residual correlation values > 0.2 above the average correlation is indicative of local dependency [22, 23, 30] Uni-dimensionality confirmed if < 5% of significant t-tests between two most dissimilar subsets of items identified from the PCA of standardised residuals [22]. Where > 5% significant t-tests, uni-dimensionality supported if lower bounds of CI < 0.05 [22] |
Response thresholds | Degree to which participants were able to discriminate between the response options for each item in the SF-12v2 |
Examination of pattern of thresholds from the threshold map Inspection of category probability curves. Thresholds considered to be ordered if each response option systematically has a point along the location continuum to be the most likely response |
Internal consistency | The degree of inter-relatedness among SF-12v2 items | Person separation index (PSI) values > 0.70 indicates good internal consistency (similar to Cronbach α values) [22] |
Measurement invariance (item bias) | Whether or not different groups with similar characteristics (e.g. men vs women, public vs private) respond differently to a given item | Measured using differential item functioning (DIF). Uniform DIF is indicated by a significant main effect for the person factor (e.g. sex) using a Bonferroni adjusted p value for significance [22]. Non-uniform DIF is indicated by a significant interaction effect [22] |
Targeting | Degree to which the PCS-12 and MCS-12 scores was targeted to patients with lung cancer | A well-targeted scale will have mean location logit score of zero [22]. Items will also be well-aligned on the person-item threshold distribution map |
PCA, principal component analysis; CI, confidence interval; DIF, differential item functioning; PSI, person separation index; PCS-12, physical component summary; MC-12, mental component summary