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. 2022 Jul 6;13:833026. doi: 10.3389/fpsyg.2022.833026

TABLE 1.

Internal consistency, convergent validity, composite reliability, and average variance extracted (AVE).

Construct Indicators Loadings Cronbach’s alpha Composite reliability AVE
Big Data Contextualization Capability (BDCC) BDCC1 0.681 0.810 0.868 0.570
BDCC2 0.714
BDCC3 0.742
BDCC4 0.823
BDCC5 0.806
Big Data Democratization Capability (BDDC) BDDC1 0.839 0.791 0.856 0.544
BDDC2 0.735
BDDC3 0.706
BDDC4 0.747
BDDC5 0.647
Big Data Execution Capability (BDEC) BDEC1 0.832 0.792 0.854 0.563
BDEC2 0.890
BDEC3 0.826
BDEC4 0.756
BDEC5 0.683
Competitive Advantages Performance (CAP) CAP1 0.796 0.842 0.888 0.613
CAP2 0.800
CAP3 0.792
CAP4 0.759
CAP5 0.768
Information Technology Capability (ITC) ITC1 0.903 0.945 0.961 0.859
ITC2 0.943
ITC3 0.945
ITC4 0.916
ITC1 0.903
Organizational Agility (OA) OA1 0.857 0.808 0.874 0.635
OA2 0.855
OA3 0.778
OA4 0.686