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. 2023 Apr 26;14:1148863. doi: 10.3389/fpsyg.2023.1148863

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
R2R2) 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
R2R2) 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*
R2R2) 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
R2R2) 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
R2R2) 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
R2R2) 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.