Table 4.
Hierarchical regression of demographics, fluid ability, personality, and emotional abilities onto module grades.
| Measure | Food & Beverages I | Food & Beverages II | Wine & Spirits | Rooms division | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | p | B | SE | p | B | SE | p | B | SE | p | |
| Step 1 | ||||||||||||
| Constant | 3.98 | 0.306 | *** | 3.62 | 0.371 | *** | 4.02 | 0.454 | *** | 4.19 | 0.333 | *** |
| Age | 0.044 | 0.016 | 0.006** | 0.064 | 0.019 | 0.001** | 0.049 | 0.024 | 0.041* | 0.051 | 0.017 | 0.004** |
| Gender | −0.058 | 0.045 | 0.207 | −0.119 | 0.055 | 0.032* | −0.109 | 0.067 | 0.103 | −0.072 | 0.050 | 0.146 |
| Nationality | 0.077 | 0.047 | 0.107 | 0.049 | 0.056 | 0.385 | 0.146 | 0.068 | 0.032* | 0.035 | 0.051 | 0.493 |
| R2 (ΔR2) | 0.053 (0.053) | 0.057 (0.057) | 0.046 (0.046) | 0.039 (0.039) | ||||||||
| ΔF | 5.48** | 6.16*** | 5.08** | 4.32** | ||||||||
| Step 2 | ||||||||||||
| Constant | 3.67 | 0.332 | *** | 3.25 | 0.403 | *** | 3.67 | 0.498 | *** | 3.75 | 0.355 | *** |
| Age | 0.042 | 0.016 | 0.008** | 0.063 | 0.019 | 0.001** | 0.049 | 0.024 | 0.040* | 0.049 | 0.017 | 0.004** |
| Gender | −0.071 | 0.046 | 0.121 | −0.138 | 0.056 | 0.013* | −0.125 | 0.068 | 0.065 | −0.080 | 0.049 | 0.104 |
| Nationality | 0.075 | 0.047 | 0.114 | 0.070 | 0.057 | 0.219 | 0.139 | 0.069 | 0.044* | 0.042 | 0.050 | 0.404 |
| Fluid ability | 0.009 | 0.003 | 0.001** | 0.005 | 0.003 | 0.094 | 0.011 | 0.004 | 0.007** | 0.013 | 0.003 | *** |
| Extraversion | 0.015 | 0.018 | 0.394 | 0.040 | 0.022 | 0.068 | −0.013 | 0.026 | 0.607 | −0.002 | 0.019 | 0.914 |
| Agreeableness | 0.019 | 0.021 | 0.354 | −0.012 | 0.025 | 0.644 | 0.020 | 0.030 | 0.510 | 0.011 | 0.022 | 0.613 |
| Conscientiousness | 0.027 | 0.017 | 0.129 | 0.042 | 0.021 | 0.048* | 0.036 | 0.025 | 0.162 | 0.042 | 0.018 | 0.025* |
| Emotional Stability | −0.008 | 0.015 | 0.587 | −0.012 | 0.019 | 0.527 | 0.010 | 0.023 | 0.653 | −0.016 | 0.016 | 0.317 |
| Openness | −0.043 | 0.020 | 0.038* | −0.018 | 0.025 | 0.464 | −0.051 | 0.029 | 0.086 | −0.036 | 0.021 | 0.091 |
| R2 (ΔR2) | 0.110 (0.057) | 0.097 (0.040) | 0.081 (0.035) | 0.122 (0.083) | ||||||||
| ΔF | 3.05** | 2.20* | 1.95 | 4.95*** | ||||||||
| Step 3 | ||||||||||||
| Constant | 3.74 | 0.349 | *** | 3.32 | 0.421 | *** | 3.90 | 0.516 | *** | 3.79 | 0.371 | *** |
| Age | 0.039 | 0.016 | 0.012* | 0.061 | 0.019 | 0.002** | 0.045 | 0.023 | 0.054 | 0.047 | 0.017 | 0.005** |
| Gender | −0.047 | 0.046 | 0.309 | −0.108 | 0.056 | 0.052 | −0.085 | 0.067 | 0.207 | −0.069 | 0.049 | 0.159 |
| Nationality | 0.057 | 0.048 | 0.234 | 0.045 | 0.057 | 0.435 | 0.113 | 0.070 | 0.106 | 0.041 | 0.051 | 0.426 |
| Fluid ability | 0.005 | 0.003 | 0.090 | 0.000 | 0.004 | 0.957 | 0.004 | 0.004 | 0.403 | 0.009 | 0.003 | 0.003** |
| Extraversion | 0.019 | 0.018 | 0.303 | 0.043 | 0.022 | 0.050 | −0.006 | 0.026 | 0.820 | 0.002 | 0.019 | 0.907 |
| Agreeableness | 0.010 | 0.021 | 0.648 | −0.026 | 0.025 | 0.291 | 0.002 | 0.030 | 0.940 | 0.001 | 0.022 | 0.952 |
| Conscientiousness | 0.025 | 0.017 | 0.151 | 0.040 | 0.021 | 0.058 | 0.032 | 0.025 | 0.196 | 0.039 | 0.018 | 0.036* |
| Emotional Stability | −0.008 | 0.015 | 0.584 | −0.010 | 0.019 | 0.580 | 0.012 | 0.022 | 0.579 | −0.011 | 0.016 | 0.481 |
| Openness | −0.046 | 0.020 | 0.024* | −0.020 | 0.025 | 0.422 | −0.054 | 0.029 | 0.065 | −0.034 | 0.021 | 0.111 |
| Emotion recognition | 0.300 | 0.153 | 0.051 | 0.319 | 0.186 | 0.088 | 0.279 | 0.227 | 0.218 | −0.064 | 0.164 | 0.697 |
| Emotion understanding | −0.043 | 0.139 | 0.760 | 0.067 | 0.168 | 0.690 | 0.171 | 0.206 | 0.407 | 0.306 | 0.147 | 0.039* |
| Emotion regulation | −0.243 | 0.226 | 0.283 | −0.355 | 0.267 | 0.185 | −0.700 | 0.321 | 0.030* | −0.267 | 0.236 | 0.258 |
| Emotion management | 0.385 | 0.150 | 0.011* | 0.481 | 0.181 | 0.008** | 0.636 | 0.218 | 0.004** | 0.317 | 0.157 | 0.045* |
| R2 (ΔR2) | 0.144 (0.035) | 0.135 (0.038) | 0.127 (0.046) | 0.153 (0.039) | ||||||||
| ΔF | 2.90* | 3.24* | 4.03** | 2.80* | ||||||||
| Measure | Business tools | Hospitality management | ||||
|---|---|---|---|---|---|---|
| B | SE | p | B | SE | p | |
| Step 1 | ||||||
| Constant | 4.31 | 0.793 | *** | 4.21 | 0.376 | *** |
| Age | 0.012 | 0.041 | 0.771 | 0.028 | 0.020 | 0.154 |
| Gender | 0.237 | 0.117 | 0.044* | −0.003 | 0.055 | 0.950 |
| Nationality | −0.022 | 0.120 | 0.853 | 0.036 | 0.057 | 0.520 |
| R2 (ΔR2) | 0.014 (0.014) | 0.011 (0.011) | ||||
| ΔF | 1.48 | 1.23 | ||||
| Step 2 | ||||||
| Constant | 3.23 | 0.824 | *** | 3.73 | 0.415 | *** |
| Age | −0.005 | 0.039 | 0.909 | 0.027 | 0.020 | 0.162 |
| Gender | 0.178 | 0.113 | 0.116 | −0.013 | 0.056 | 0.820 |
| Nationality | −0.021 | 0.116 | 0.858 | 0.056 | 0.057 | 0.332 |
| Fluid ability | 0.040 | 0.007 | *** | 0.007 | 0.003 | 0.034* |
| Extraversion | 0.045 | 0.044 | 0.310 | 0.023 | 0.022 | 0.283 |
| Agreeableness | 0.054 | 0.053 | 0.308 | 0.015 | 0.025 | 0.559 |
| Conscientiousness | 0.031 | 0.044 | 0.470 | 0.027 | 0.021 | 0.200 |
| Emotional Stability | −0.003 | 0.038 | 0.929 | 0.001 | 0.019 | 0.955 |
| Openness | −0.113 | 0.049 | 0.023* | −0.012 | 0.025 | 0.628 |
| R2 (ΔR2) | 0.138 (0.124) | 0.043 (0.031) | ||||
| ΔF | 7.31*** | 1.72 | ||||
| Step 3 | ||||||
| Constant | 3.97 | 0.861 | *** | 3.72 | 0.439 | *** |
| Age | 0.001 | 0.039 | 0.987 | 0.025 | 0.020 | 0.206 |
| Gender | 0.177 | 0.113 | 0.118 | −0.004 | 0.057 | 0.943 |
| Nationality | 0.033 | 0.117 | 0.776 | 0.052 | 0.059 | 0.375 |
| Fluid ability | 0.048 | 0.008 | *** | 0.004 | 0.004 | 0.222 |
| Extraversion | 0.053 | 0.044 | 0.232 | 0.024 | 0.022 | 0.269 |
| Agreeableness | 0.059 | 0.053 | 0.262 | 0.009 | 0.026 | 0.718 |
| Conscientiousness | 0.044 | 0.043 | 0.307 | 0.025 | 0.021 | 0.239 |
| Emotional Stability | −0.014 | 0.038 | 0.716 | 0.002 | 0.019 | 0.902 |
| Openness | −0.109 | 0.049 | 0.028* | −0.012 | 0.025 | 0.633 |
| Emotion recognition | −0.698 | 0.387 | 0.072 | 0.038 | 0.192 | 0.844 |
| Emotion understanding | −0.627 | 0.344 | 0.069 | 0.045 | 0.172 | 0.793 |
| Emotion regulation | −0.753 | 0.545 | 0.168 | −0.002 | 0.274 | 0.993 |
| Emotion management | 0.008 | 0.373 | 0.984 | 0.245 | 0.187 | 0.190 |
| R2 (ΔR2) | 0.171 (0.033) | 0.050 (0.007) | ||||
| ΔF | 3.03* | 0.577 | ||||
N = 330.
Regression method: Enter. Step 1: Age, Gender (0 female, 1 male), Nationality (0 international, 1 Swiss); Step 2: Fluid ability, personality; Step 3: Emotional abilities.
*p < 0.05, **p < 0.01, ***p < 0.001.