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. 2021 Nov 12;45(12):110. doi: 10.1007/s10916-021-01785-w

Table 5.

Assessment methods of reflective constructs

Assessment Description Criteria
Indicator Reliability Describes the relationship among indicators being consistent with its construct The outer loading of indicators > 0.50 is considered acceptable [39]
Internal Consistency Reliability The inter-correlation of indicators from the same construct Cronbach’s α > 0.70 is considered as modest [14]
Convergent Validity The degree to which an indicator correlates with other indicators of the same construct Average Variance Extracted (AVE) > 0.50 indicates that more than 50% of the variance from all indicators can be captured by the construct [36]
Discriminant Validity Describes the distinctiveness of a construct from other constructs No indicator has factor-loading on any other construct higher than the one it measures [40]