Table 2.
Criteria for evaluation of the quality of results
Measurement property | Rating | Criteria |
---|---|---|
Structural validity | + |
CTT CFA: CFI or TLI or comparable measure > 0.95 OR RMSEA < 0.06 OR SRMR < 0.08a |
IRT/Rasch No violation of unidimensionalityb: CFI or TLI or comparable measure > 0.95 OR RMSEA < 0.06 OR SRMR < 0.08 AND no violation of local independence: residual correlations among the items after controlling for the dominant factor < 0.20 OR Q3’s < 0.37 AND no violation of monotonicity: adequate looking graphs OR item scalability > 0.30 AND adequate model fit IRT: χ2 > 0.001 Rasch: infit and outfit mean squares ≥ 0.5 and ≤ 1.5 OR Z-standardized values > − 2 and < 2 | ||
? |
CTT: not all information for ‘+’ reported IRT/Rasch: model fit not reported |
|
− | Criteria for ‘+’ not met | |
Internal consistency | + | At least low evidencec for sufficient structural validityd AND Cronbach’s alpha(s) ≥ 0.70 for each unidimensional scale or subscalee |
? | Criteria for “At least low evidencec for sufficient structural validityd” not met | |
− | At least low evidencec for sufficient structural validityd AND Cronbach’s alpha(s) < 0.70 for each unidimensional scale or subscalee | |
Reliability | + | ICC or weighted Kappa ≥ 0.70 |
? | ICC or weighted Kappa not reported | |
− | ICC or weighted Kappa < 0.70 | |
Measurement error | + | SDC or LoA < MICd |
? | MIC not defined | |
− | SDC or LoA > MICd | |
Hypotheses testing for construct validity | + | The result is in accordance with the hypothesisf |
? | No hypothesis defined (by the review team) | |
− | The result is not in accordance with the hypothesisf | |
Cross-cultural validity/measurement invariance | + | No important differences found between group factors (such as age, gender, language) in multiple group factor analysis OR no important DIF for group factors (McFadden’s R2 < 0.02) |
? | No multiple group factor analysis OR DIF analysis performed | |
− | Important differences between group factors OR DIF was found | |
Criterion validity | + | Correlation with gold standard ≥ 0.70 OR AUC ≥ 0.70 |
? | Not all information for ‘+’ reported | |
− | Correlation with gold standard < 0.70 OR AUC < 0.70 | |
Responsiveness | + | The result is in accordance with the hypothesisf OR AUC ≥ 0.70 |
? | No hypothesis defined (by the review team) | |
− | The result is not in accordance with the hypothesisf OR AUC < 0.70 |
Adapted from Prinsen et al. [16] under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/). The criteria are updated by Prinsen et al. [16] based on, e.g., Terwee et al. [31] and Prinsen et al. [14]
AUC area under the curve, CFA confirmatory factor analysis, CFI comparative fit index, CTT classical test theory, DIF differential item functioning, ICC intraclass correlation coefficient, IRT item response theory, LoA limits of agreement, MIC minimal important change, RMSEA root mean square error of approximation, SEM standard error of measurement, SDC smallest detectable change, SRMR standardized root mean residuals, TLI Tucker–Lewis index, + sufficient, − insufficient, ? indeterminate
aTo rate the quality of the summary score, the factor structures should be equal across studies
bUnidimensionality refers to a factor analysis per subscale, while structural validity refers to a factor analysis of a (multidimensional) patient-reported outcome measure
cAs defined by grading the evidence according to the GRADE approach
dThis evidence may come from different studies
eThe criteria “Cronbach alpha < 0.95” was deleted, as this is relevant in the development phase of a PROM and not when evaluating an existing PROM
fThe results of all studies should be taken together, and it should then be decided if 75% of the results are in accordance with the hypotheses