Hypothesis verification details
| IT industry | |||||
|---|---|---|---|---|---|
| Country | POL | USA | |||
| CV Critical thinking, risk | Model A Without CV | Model B With CV | Model A Without CV | Model B With CV | Model C With CV without PSI |
| R2 | 52% | 52% | 88% | 89% | 24% |
| CT->TKA | – | 0.29*** | – | 0.38*** | 0.38*** |
| RISK->TKS | ns | ns | ns | ||
| RISK->PI | ns | 0.33*** | 0.32*** | ||
| χ2 | 739.23(257) | 787.73(286) | 657.2(170) | 670.64(194) | 528.64(137) |
| CMIN/df | 2.87 | 2.75 | 3.87 | 3.45 | 3.85 |
| RMSEA | 0.073 | 0.071 | 0.087 | 0.080 | 0.087 |
| CFI | 0.883 | 0.881 | 0.889 | 0.896 | 0.894 |
| TLI | 0.864 | 0.854 | 0.863 | 0.865 | 0.853 |
| H1a | 0.71*** | 0.72*** | 0.75*** | 0.75*** | 0.75*** |
| H1b | ns | ns | 0.38*** | 0.38*** | 0.38*** |
| H2 | 0.48*** | 0.47*** | 0.46*** | 0.46*** | 0.46*** |
| H3a | 0.43*** | 0.35*** | ns | ns | ns |
| H3b | ns | ns | 0.29** | 0.21* | 0.20* |
| H4 | 0.38*** | 0.39*** | 0.67*** | 0.69*** | 0.69*** |
| H5 | 0.22* | 0.22* | ns | ns | ns |
| H6 | 0.10* | ns | ns | ns | – |
| H7 | 0.19** | 0.19*** | 0.29** | 0.31*** | 0.31** |
| H8 | ns | ns | ns | ns | – |
| H9 | 0.67*** | 0.67*** | 0.89*** | 0.87*** | – |
| IT industry | |||||
|---|---|---|---|---|---|
| Country | POL | USA | |||
| CV | Model A | Model A | Model C | ||
| 52% | 88% | 24% | |||
| CT->TKA | – | – | 0.38 | ||
| RISK->TKS | ns | ||||
| RISK->PI | 0.32 | ||||
| 739.23(257) | 657.2(170) | 528.64(137) | |||
| CMIN/df | 2.87 | 3.87 | 3.85 | ||
| RMSEA | 0.073 | 0.087 | 0.087 | ||
| CFI | 0.883 | 0.889 | 0.894 | ||
| TLI | 0.864 | 0.863 | 0.853 | ||
| 0.71 | 0.75 | 0.75 | |||
| ns | 0.38 | 0.38 | |||
| 0.48 | 0.46 | 0.46 | |||
| 0.43 | ns | ns | |||
| ns | 0.29 | 0.20 | |||
| 0.38 | 0.67 | 0.69 | |||
| 0.22 | ns | ns | |||
| 0.10 | ns | – | |||
| 0.19 | 0.29 | 0.31 | |||
| – | |||||
| 0.67 | 0.89 | – | |||
| Mediation analysis for best-fitted Model B (bolded) | Direct/indirect/total effect | Mediation type | Direct/indirect/total effect | Mediation type |
| KC->LCA->LCM | 0.11(ns)/0.37(**)/0.51(**) | Full mediation (indirect only) | 0.38(ns)/0.34(*)/0.72(*) | Full mediation (indirect only) |
| LCA->LCM->TKA | 0.24(***)/0.005(ns)/0.23(**) | No mediation | 0.08(ns)/0.09(ns)/0.18(ns) | No mediation |
| TKA->TKS->PI | 0.24(*)/0.12(*)/0.36(**) | Complementary mediation | 0.02(ns)/0.21(*)/0.23(*) | Full mediation (indirect only) |
| TKS->PI->PSI | 0.05(ns)/0.09(ns)/0.11(ns) | No mediation | 0.10(ns)/0.28(*)/0.38(*) | Full mediation (indirect only) |
Notes:
p < 0.001;
p < 0.01;
p < 0.05. Poland, n = 350/USA, n = 379; ML = standardized results;
best fit (selected) model results are in bold
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