Regression analysis_
| Regression statistics | |||||
|---|---|---|---|---|---|
| Multiple R | 0.28139592 | ||||
| R square | 0.07918366 | ||||
| Adjusted R square | 0.06995242 | ||||
| Standard error | 0.76747455 | ||||
| Observations | 404 | ||||
| ANOVA | |||||
| df | SS | MS | F | Significance F | |
| Regression | 4 | 20.20986623 | 5.05246656 | 8.57779143 | 1.19606 × 10−6 |
| Residual | 399 | 235.0178565 | 0.58901718 | ||
| Total | 403 | 255.2277228 | |||
| Coefficients | Standard error | t Stat | P-value | ||
| Intercept | 4.33395202 | 0.189506916 | 22.8696245 | 1.4187 × 10−74 | |
| X 1 | 0.19272047 | 0.061804402 | 3.11823215 | 0.00195131 | |
| X 2 | 0.03861992 | 0.022513425 | 1.71541747 | 0.08704506 | |
| X 3 | −0.1563108 | 0.043267707 | −3.6126442 | 0.00034179 | |
| X 4 | 0.03681112 | 0.026154071 | 1.40747203 | 0.16006601 | |
Descriptive statistics of the observed variables_
| X 1 | X 2 | X 3 | X 4 | Y | |
|---|---|---|---|---|---|
| Mean value | 2.38861386 | 2.41089109 | 1.4009901 | 2.01485149 | 4.742574257 |
| Standard error | 0.03192969 | 0.08555729 | 0.04669767 | 0.07565611 | 0.03959321 |
| Median | 2 | 1 | 1 | 1 | 5 |
| Mode | 3 | 1 | 1 | 1 | 5 |
| Standard deviation (SD) | 0.64177875 | 1.71968033 | 0.93861151 | 1.52066892 | 0.795813679 |
| Kurtosis | −0.6322255 | −1.3774011 | 4.74811304 | −0.3891981 | 9.421928222 |
| Skewness | −0.5681656 | 0.60650722 | 2.32467469 | 1.0981237 | −3.15673273 |
j_mmcks-2025-0024_tab_004
| Hypothesis formulation | Result | |
|---|---|---|
| H1 | The number of countries visited and the willingness to travel alone have a statistically significant impact on the desire to travel and explore new places among Gen Z. | C |
| H2 | The perception of travel as a stressful factor and discomfort when ordering food have a statistically significant impact on the desire to travel and explore new places among Gen Z. | R |
Correlation analysis_
| X 1 | X 2 | X 3 | X 4 | Y | |
|---|---|---|---|---|---|
| X 1 | 1 | ||||
| X 2 | 0.09553217 | 1 | |||
| X 3 | −0.251094 | −0.0931062 | 1 | ||
| X 4 | −0.1203447 | −0.1275918 | 0.24963811 | 1 | |
| Y | 0.20121702 | 0.10649166 | −0.2135938 | −0.0050348 | 1 |