| Path | Hypothesis | Estimate | Result |
| Performance features→ PI | H1 | 0.302** | Supported |
| Financial advantages →PI | H2 | 0.076 | Partially Supported |
| Environmental concerns→ PI | H3 | 0.446** | Supported |
| Social influence→ PI | H4 | 0.039 | Partially Supported |
| Cost of ownership→ PI | H5 | 0.107ns | Rejected |
| Infrastructure support→ PI | H6 | (-)0.010ns | Rejected |