Results of the structural model
| Table 4a. Direct effects | |||||||
|---|---|---|---|---|---|---|---|
| Hypotheses | Structural path | Path coefficient | VIF | Standard deviation (Stdev) | t-stat | p-values | Supported |
| H1a | ASP → AGL | −0.241* | 1.492 | 0.111 | 2.164 | 0.015 | Yes |
| H1b | ASP → FLX | −0.346* | 1.492 | 0.117 | 2.945 | 0.002 | Yes |
| H1c | ASP → VIS | −0.213* | 1.492 | 0.126 | 1.683 | 0.046 | Yes |
| H2a | TRF → AGL | −0.079 | 2.205 | 0.127 | 0.622 | 0.267 | No |
| H2b | TRF → FLX | −0.296* | 2.205 | 0.143 | 2.075 | 0.019 | Yes |
| H2c | TRF → VIS | −0.268** | 2.205 | 0.155 | 7.974 | 0.000 | Yes |
| H3a | UNC → AGL | −0.105 | 1.964 | 0.128 | 0.819 | 0.207 | No |
| H3b | UNC → FLX | 0.275* | 1.964 | 0.147 | 1.874 | 0.031 | No |
| H3c | UNC → VIS | 0.244* | 1.964 | 0.142 | 1.719 | 0.043 | No |
| H4a | BOR → AGL | 0.424** | 1.309 | 0.089 | 4.781 | 0.000 | Yes |
| H4b | BOR → FLX | 0.522** | 1.309 | 0.102 | 5.102 | 0.000 | Yes |
| H4c | BOR → VIS | 0.494** | 1.309 | 0.098 | 5.021 | 0.000 | Yes |
| H5a | OPP → AGL | 0.033 | 1.384 | 0.106 | 0.308 | 0.379 | No |
| H5b | OPP → FLX | −0.186 | 1.384 | 0.118 | 1.572 | 0.058 | No |
| H5c | OPP → VIS | −0.273* | 1.384 | 0.113 | 2.410 | 0.008 | Yes |
| – | ASP → GOV | 0.362** | 1.171 | 0.095 | 3.803 | 0.000 | – |
| – | TRF → GOV | 0.662** | 1.127 | 0.083 | 7.974 | 0.000 | – |
| – | UNC → GOV | −0.414** | 1.542 | 0.102 | 4.048 | 0.000 | – |
| – | BOR → GOV | 0.067 | 1.297 | 0.092 | 0.732 | 0.232 | – |
| – | OPP → GOV | 0.186* | 1.299 | 0.115 | 1.619 | 0.053 | – |
| – | GOV → AGL | 0.394* | 2.456 | 0.140 | 2.812 | 0.003 | – |
| – | GOV → FLX | 0.431* | 2.456 | 0.154 | 2.794 | 0.003 | – |
| – | GOV → VIS | 0.463* | 2.456 | 0.161 | 2.867 | 0.002 | – |
| Table 4a. Direct effects | |||||||
|---|---|---|---|---|---|---|---|
| Hypotheses | Structural path | Path coefficient | VIF | Standard deviation (Stdev) | Supported | ||
| ASP → AGL | −0.241* | 1.492 | 0.111 | 2.164 | 0.015 | Yes | |
| ASP → FLX | −0.346* | 1.492 | 0.117 | 2.945 | 0.002 | Yes | |
| ASP → VIS | −0.213* | 1.492 | 0.126 | 1.683 | 0.046 | Yes | |
| TRF → AGL | −0.079 | 2.205 | 0.127 | 0.622 | 0.267 | No | |
| TRF → FLX | −0.296* | 2.205 | 0.143 | 2.075 | 0.019 | Yes | |
| TRF → VIS | −0.268** | 2.205 | 0.155 | 7.974 | 0.000 | Yes | |
| UNC → AGL | −0.105 | 1.964 | 0.128 | 0.819 | 0.207 | No | |
| UNC → FLX | 0.275* | 1.964 | 0.147 | 1.874 | 0.031 | No | |
| UNC → VIS | 0.244* | 1.964 | 0.142 | 1.719 | 0.043 | No | |
| BOR → AGL | 0.424** | 1.309 | 0.089 | 4.781 | 0.000 | Yes | |
| BOR → FLX | 0.522** | 1.309 | 0.102 | 5.102 | 0.000 | Yes | |
| BOR → VIS | 0.494** | 1.309 | 0.098 | 5.021 | 0.000 | Yes | |
| OPP → AGL | 0.033 | 1.384 | 0.106 | 0.308 | 0.379 | No | |
| OPP → FLX | −0.186 | 1.384 | 0.118 | 1.572 | 0.058 | No | |
| OPP → VIS | −0.273* | 1.384 | 0.113 | 2.410 | 0.008 | Yes | |
| – | ASP → GOV | 0.362** | 1.171 | 0.095 | 3.803 | 0.000 | – |
| – | TRF → GOV | 0.662** | 1.127 | 0.083 | 7.974 | 0.000 | – |
| – | UNC → GOV | −0.414** | 1.542 | 0.102 | 4.048 | 0.000 | – |
| – | BOR → GOV | 0.067 | 1.297 | 0.092 | 0.732 | 0.232 | – |
| – | OPP → GOV | 0.186* | 1.299 | 0.115 | 1.619 | 0.053 | – |
| – | GOV → AGL | 0.394* | 2.456 | 0.140 | 2.812 | 0.003 | – |
| – | GOV → FLX | 0.431* | 2.456 | 0.154 | 2.794 | 0.003 | – |
| – | GOV → VIS | 0.463* | 2.456 | 0.161 | 2.867 | 0.002 | – |
| Table 4b. Indirect effects | ||||||
|---|---|---|---|---|---|---|
| Hypotheses | Structural path | Path coefficient | Standard deviation (Stdev) | t-stat | p-values | Supported |
| H6a | ASP → GOV → AGL | 0.142* | 0.062 | 2.292 | 0.011 | Yes |
| H6b | ASP → GOV → FLX | 0.156** | 0.058 | 2.684 | 0.004 | Yes |
| H6c | ASP → GOV → VIS | 0.167** | 0.064 | 2.610 | 0.005 | Yes |
| H6d | TRF → GOV → AGL | 0.261** | 0.102 | 2.553 | 0.005 | Yes |
| H6e | TRF → GOV → FLX | 0.285** | 0.117 | 2.430 | 0.008 | Yes |
| H6f | TRF → GOV → VIS | 0.306** | 0.120 | 2.558 | 0.005 | Yes |
| H6g | UNC → GOV → AGL | −0.163** | 0.069 | 2.366 | 0.009 | Yes |
| H6h | UNC → GOV → FLX | −0.178* | 0.081 | 2.209 | 0.014 | Yes |
| H6j | UNC → GOV → VIS | −0.192* | 0.087 | 2.201 | 0.014 | Yes |
| H6k | BOR → GOV → AGL | 0.027 | 0.036 | 0.737 | 0.231 | No |
| H6l | BOR → GOV → FLX | 0.029 | 0.042 | 0.700 | 0.242 | No |
| H6m | BOR → GOV → VIS | 0.031 | 0.043 | 0.729 | 0.233 | No |
| H6n | OPP → GOV → GL | 0.073 | 0.049 | 1.498 | 0.067 | No |
| H6o | OPP → GOV → FLX | 0.080 | 0.059 | 1.352 | 0.088 | No |
| H6p | OPP → GOV → VIS | 0.086 | 0.060 | 1.445 | 0.074 | No |
| Table 4b. Indirect effects | ||||||
|---|---|---|---|---|---|---|
| Hypotheses | Structural path | Path coefficient | Standard deviation (Stdev) | Supported | ||
| ASP → GOV → AGL | 0.142* | 0.062 | 2.292 | 0.011 | Yes | |
| ASP → GOV → FLX | 0.156** | 0.058 | 2.684 | 0.004 | Yes | |
| ASP → GOV → VIS | 0.167** | 0.064 | 2.610 | 0.005 | Yes | |
| TRF → GOV → AGL | 0.261** | 0.102 | 2.553 | 0.005 | Yes | |
| TRF → GOV → FLX | 0.285** | 0.117 | 2.430 | 0.008 | Yes | |
| TRF → GOV → VIS | 0.306** | 0.120 | 2.558 | 0.005 | Yes | |
| UNC → GOV → AGL | −0.163** | 0.069 | 2.366 | 0.009 | Yes | |
| UNC → GOV → FLX | −0.178* | 0.081 | 2.209 | 0.014 | Yes | |
| UNC → GOV → VIS | −0.192* | 0.087 | 2.201 | 0.014 | Yes | |
| BOR → GOV → AGL | 0.027 | 0.036 | 0.737 | 0.231 | No | |
| BOR → GOV → FLX | 0.029 | 0.042 | 0.700 | 0.242 | No | |
| BOR → GOV → VIS | 0.031 | 0.043 | 0.729 | 0.233 | No | |
| OPP → GOV → GL | 0.073 | 0.049 | 1.498 | 0.067 | No | |
| OPP → GOV → FLX | 0.080 | 0.059 | 1.352 | 0.088 | No | |
| OPP → GOV → VIS | 0.086 | 0.060 | 1.445 | 0.074 | No | |
Note(s): *p < 0.05, **p < 0.001
Source(s): Authors’ own work