Construct | Factor loading | Standardized factor loading | S.E. | C.R. | SMC | Cronbach α | |
---|---|---|---|---|---|---|---|
Competitiveness of products and services | B4 | 1.000 | .948 | .983 | .917 | ||
B3 | .833 | .901 | .059 | 14.156 | .737 | ||
Capturing of opportunities | C4 | 1.000 | .854 | .868 | .746 | ||
C1 | .777 | .698 | .100 | 7.787 | .782 | ||
Shortening of business hours | D3 | 1.000 | .865 | .762 | .809 | ||
D2 | .900 | .785 | .095 | 9.480 | .686 | ||
Decision support | G1 | 1.000 | .816 | .713 | .848 | ||
G2 | 1.032 | .905 | .091 | 11.394 | .710 | ||
Improvement in profitability | E4 | 1.000 | .809 | .871 | .912 | ||
E2 | 1.121 | .898 | .095 | 11.816 | .842 | ||
E1 | 1.193 | .941 | .096 | 12.407 | .886 | ||
Improvement in process | F5 | 1.000 | .917 | .807 | .921 | ||
F4 | .930 | .933 | .061 | 15.234 | .655 | ||
Inside industry | J2 | 1.000 | .842 | .819 | .831 | ||
J3 | 1.012 | .844 | .103 | 9.789 | .666 | ||
Public environment | K1 | 1.000 | .828 | .616 | .839 | ||
K3 | 1.060 | .873 | .112 | 9.501 | .748 | ||
Outside industry | H1 | 1.000 | .884 | .487 | .902 | ||
H2 | 1.150 | .932 | .078 | 14.730 | .729 | ||
Intention to adopt big data | M2 | .860 | .859 | .126 | 6.844 | .812 | .920 |
M3 | 1.000 | .991 | .899 | ||||
Goodness-of-fit of measurement model | x²=215.064, df=144, p=0.000, CMIN/DF=1.494, RMR=.034, GIF=.863, AGFI=.779, CFI=.964, NFI=.900, IFI=.965, RMSEA=.064 |