Key results of EFA analysis and construct assessment in PLS-SEM
| Items | E-L | C-L | I-L | Alpha | AVE | rhoA |
|---|---|---|---|---|---|---|
| OA1 | 0.84 | 0.88 | 0.94 | |||
| OA2 | 0.84 | 0.85 | 0.92 | 0.96 | 0.86 | 0.96 |
| OA3 | 0.83 | 0.87 | 0.93 | |||
| OA4 | 0.83 | 0.86 | 0.92 | |||
| OA5 | 0.83 | 0.87 | 0.93 | |||
| EA1 | 0.90 | 0.84 | 0.93 | |||
| EA2 | 0.90 | 0.89 | 0.95 | 0.93 | 0.82 | 0.97 |
| EA3 | 0.87 | 0.74 | 0.80 | |||
| EA4 | 0.85 | 0.87 | 0.94 | |||
| ADA1 | 0.90 | 0.93 | 0.96 | |||
| ADA2 | 0.90 | 0.93 | 0.96 | 0.98 | 0.93 | 0.98 |
| ADA3 | 0.89 | 0.94 | 0.97 | |||
| ADA4 | 0.89 | 0.92 | 0.96 | |||
| ADA5 | 0.88 | 0.93 | 0.96 | |||
| ADO1 | 0.87 | 0.92 | 0.96 | |||
| ADO2 | 0.85 | 0.90 | 0.95 | 0.98 | 0.93 | 0.98 |
| ADO3 | 0.85 | 0.95 | 0.97 | |||
| ADO4 | 0.85 | 0.93 | 0.96 | |||
| ADO5 | 0.83 | 0.93 | 0.97 | |||
| SA1 | 0.84 | 0.79 | 0.88 | |||
| SA2 | 0.84 | 0.78 | 0.88 | |||
| SA3 | 0.82 | 0.82 | 0.90 | 0.96 | 0.79 | 0.96 |
| SA4 | 0.82 | 0.82 | 0.89 | |||
| SA5 | 0.81 | 0.79 | 0.88 | |||
| SA6 | 0.81 | 0.81 | 0.90 | |||
| SA7 | 0.81 | 0.82 | 0.90 | |||
| SA8 | 0.79 | 0.79 | 0.89 | |||
| PI1 | 0.86 | 0.93 | 0.96 | |||
| PI2 | 0.86 | 0.95 | 0.98 | 0.98 | 0.94 | 0.98 |
| PI3 | 0.85 | 0.95 | 0.97 | |||
| PI4 | 0.85 | 0.94 | 0.97 |
| Items | E-L | C-L | I-L | Alpha | AVE | rhoA |
|---|---|---|---|---|---|---|
| OA1 | 0.84 | 0.88 | 0.94 | |||
| OA2 | 0.84 | 0.85 | 0.92 | 0.96 | 0.86 | 0.96 |
| OA3 | 0.83 | 0.87 | 0.93 | |||
| OA4 | 0.83 | 0.86 | 0.92 | |||
| OA5 | 0.83 | 0.87 | 0.93 | |||
| EA1 | 0.90 | 0.84 | 0.93 | |||
| EA2 | 0.90 | 0.89 | 0.95 | 0.93 | 0.82 | 0.97 |
| EA3 | 0.87 | 0.74 | 0.80 | |||
| EA4 | 0.85 | 0.87 | 0.94 | |||
| ADA1 | 0.90 | 0.93 | 0.96 | |||
| ADA2 | 0.90 | 0.93 | 0.96 | 0.98 | 0.93 | 0.98 |
| ADA3 | 0.89 | 0.94 | 0.97 | |||
| ADA4 | 0.89 | 0.92 | 0.96 | |||
| ADA5 | 0.88 | 0.93 | 0.96 | |||
| ADO1 | 0.87 | 0.92 | 0.96 | |||
| ADO2 | 0.85 | 0.90 | 0.95 | 0.98 | 0.93 | 0.98 |
| ADO3 | 0.85 | 0.95 | 0.97 | |||
| ADO4 | 0.85 | 0.93 | 0.96 | |||
| ADO5 | 0.83 | 0.93 | 0.97 | |||
| SA1 | 0.84 | 0.79 | 0.88 | |||
| SA2 | 0.84 | 0.78 | 0.88 | |||
| SA3 | 0.82 | 0.82 | 0.90 | 0.96 | 0.79 | 0.96 |
| SA4 | 0.82 | 0.82 | 0.89 | |||
| SA5 | 0.81 | 0.79 | 0.88 | |||
| SA6 | 0.81 | 0.81 | 0.90 | |||
| SA7 | 0.81 | 0.82 | 0.90 | |||
| SA8 | 0.79 | 0.79 | 0.89 | |||
| PI1 | 0.86 | 0.93 | 0.96 | |||
| PI2 | 0.86 | 0.95 | 0.98 | 0.98 | 0.94 | 0.98 |
| PI3 | 0.85 | 0.95 | 0.97 | |||
| PI4 | 0.85 | 0.94 | 0.97 |
Note(s): E-L, EFA indicator loading; C-L, Communities extraction loading; I-L, Indicator loadings in the PLS-SEM analysis; AVE, average variance extracted value; alpha, Cronbach’s alpha value; rhoA, composite reliability rhoA value
Source(s): Authors' own work