Table 5.
Features | Group Mean | p-value | ||||||
---|---|---|---|---|---|---|---|---|
US | CH | IN | ANOVA | Bartlett’s | Tukey HSD test | |||
US vs CH | US vs IN | CH vs IN | ||||||
All applicants | ||||||||
Length (chars) | 2163 | 2456 | 2715 | 0.0010 | 0.0010 | 0.0075 | ||
Positivity | 1.3105 | 1.5144 | 1.5817 | 0.0010 | 0.0010 | 0.5979 | ||
Specificity | 1.5288 | 1.8298 | 1.7908 | 0.0010 | 0.0010 | 0.8487 | ||
e-Disgust | 0.0394 | 0.0395 | 0.0342 | 0.9000 | 0.0010 | 0.0010 | ||
e-Fear | 0.1027 | 0.1000 | 0.0936 | 0.0023 | 0.0010 | 0.0010 | ||
e-Joy | 0.4402 | 0.4511 | 0.4840 | 0.0010 | 0.0010 | 0.0010 | ||
e-Sadness | 0.2445 | 0.2426 | 0.2254 | 0.3439 | 0.0010 | 0.0010 | ||
t-Excited | 0.1306 | 0.1317 | 0.1548 | 0.0004 | 0.0183 | 0.9000 | 0.0010 | 0.0012 |
t-Impolite | 0.0170 | 0.0116 | 0.0155 | 0.0010 | 0.2235 | 0.0010 | ||
t-Polite | 0.3183 | 0.3244 | 0.2914 | 0.0105 | 0.4504 | 0.0252 | 0.0073 | |
Sentiment | 0.7377 | 0.7417 | 0.7935 | 0.7607 | 0.0010 | 0.0010 | ||
Female applicants | ||||||||
Length (chars) | 2241 | 2519 | 2419 | 0.0001 | 0.0001 | 0.3248 | 0.7322 | |
Specificity | 1.6332 | 1.8339 | 1.7031 | 0.0023 | 0.0003 | 0.0015 | 0.7996 | 0.5068 |
e-Disgust | 0.0395 | 0.0393 | 0.0356 | 0.0374 | 0.0059 | 0.9854 | 0.0283 | 0.0545 |
e-Fear | 0.1019 | 0.1006 | 0.0913 | 0.0002 | 0.0002 | 0.6058 | 0.0001 | 0.0019 |
e-Joy | 0.4446 | 0.4489 | 0.4881 | 0.0003 | 0.4615 | |||
e-Sadness | 0.2458 | 0.2404 | 0.2276 | 0.0033 | 0.0019 | |||
t-Excited | 0.1330 | 0.1263 | 0.1605 | 0.0052 | 0.0361 | 0.3939 | 0.0144 | 0.0034 |
t-Sympathetic | 0.0784 | 0.0969 | 0.0931 | 0.0039 | 0.0056 | 0.7318 | ||
Sentiment | 0.7429 | 0.7310 | 0.7953 | 0.0061 | 0.4460 | 0.0147 | 0.0040 | |
Male applicants | ||||||||
Length (chars) | 2119 | 2423 | 2928 | |||||
Positivity | 1.2420 | 1.4738 | 1.6517 | 0.1238 | ||||
Specificity | 1.4688 | 1.8272 | 1.8539 | 0.0001 | 0.9598 | |||
e-Disgust | 0.0393 | 0.0396 | 0.0332 | 0.8527 | ||||
e-Fear | 0.1032 | 0.0997 | 0.0952 | 0.0023 | 0.0008 | 0.1234 | ||
e-Joy | 0.4379 | 0.4524 | 0.4810 | 0.0001 | ||||
e-Sadness | 0.2458 | 0.2404 | 0.2276 | 0.0033 | 0.0019 | |||
t-Impolite | 0.0168 | 0.0118 | 0.0154 | 0.4013 | 0.0084 | |||
t-Polite | 0.3244 | 0.3336 | 0.2923 | 0.0117 | 0.3027 | 0.0435 | 0.0094 | |
t-Sad | 0.1455 | 0.1334 | 0.1526 | 0.0005 | 0.0124 | 0.0009 | 0.5732 | 0.0277 |
Sentiment | 0.7352 | 0.7474 | 0.7922 | 0.0007 | 0.2290 | 0.0009 | 0.0194 |
Statistically different features (Column 1) across applicant groups from three countries with a 95% confidence interval for the statistical tests. The p-values from the ANOVA and Barlett’s tests indicate if the three group means are statistically different. We infer the distinctive features in each group from the p-values of the Tukey HSD test (last three columns)