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. 2023 Dec 13;23:956. doi: 10.1186/s12909-023-04926-6

Table 4.

Reliability and convergence validity test on two datasets

Constructs Dimensions & Items Load Value CR AVE
with platform without platform with platform without platform with platform without platform
MBDA CHBD (3 items) 0.859 0.879 0.914 0.927 0.728 0.761
RHBD (4 items) 0.881 0.860
IHBD (4 items) 0.784 0.849
VHBD (4 items) 0.884 0.901
SCBD ABDT (4 items) 0.873 0.817 0.898 0.863 0.689 0.613
AMBD (3 items) 0.828 0.774
AMAU (4 items) 0.815 0.795
TMBD (4 items) 0.802 0.742
TCBD AMA (5 items) 0.924 0.931 0.934 0.926 0.875 0.863
QWN (4 items) 0.947 0.926
SMBD SDTD (7 items) 0.919 0.900 0.922 0.907 0.856 0.794
SNRD (3 items) 0.931 0.921
PMBD 3 items 0.916 ~ 0.966 0.963 ~ 0.975 0.956 0.979 0.878 0.897
RPMK 5 items 0.917 ~ 0.949 0.852 ~ 0.905 0.970 0.978 0.864 0.897

MBDA Medical Big Data Assets at the level of medical institutions, TCBD Technical Capacity of Big Data deployment at the level of medical institutions, SCBD Service Capability of Big Data at the level of medical institutions, SMBD Shared Medical Big Data at the public level, PMBD Policies of Medical Big Data at the public level, RPMK the Recall of Prior Medical Knowledge