Research Article
Analysis of the Influence of Quantile Regression Model on Mainland Tourists’ Service Satisfaction Performance
Table 2
Analysis results of least square regression model and quantile regression model for overall satisfaction performance.
| Regression variable | OLS | 0.25 | 0.5 | 0.75 | Coefficient | value | Significant | Coefficient | value | Significant | Coefficient | value | Significant | Coefficient | value | Significant |
| Sex | −0.004 | −1.074 | | −0.0001 | −1.77 |
*
| −0.0001 | −2.93 |
***
| −0.0001 | −1.13 | | Occupation | 0.001 | 1.004 | | 0.0013 | 0.43 | | −0.0025 | −0.63 | | −0.0057 | −0.90 | | Age | −0.002 | −0.949 | | −0.0001 | −0.24 | | −0.0001 | −0.08 | | 0.0002 | 0.19 | | Tourist attraction | 0.001 | 3.837 |
***
| 0.0006 | 2.64 |
***
| 0.0007 | 2.45 |
**
| 0.0008 | 2.02 |
**
| Food | 0.001 | 6.103 |
***
| 0.0015 | 5.56 |
***
| 0.0015 | 4.18 |
***
| 0.0017 | 4.05 |
***
| Hotel facilities | 0.001 | 2.989 |
***
| 0.0012 | 4.60 |
***
| 0.0013 | 3.46 |
***
| 0.0003 | 0.52 | | Hotel service attitude | 0.002 | 6.016 |
***
| 0.0013 | 4.86 |
***
| 0.0010 | 2.84 |
***
| 0.0019 | 3.89 |
***
| Night fair culture | 0.001 | 4.552 |
***
| 0.0012 | 5.64 |
***
| 0.0009 | 3.40 |
***
| 0.0007 | 1.91 |
*
| Architectural style | 0.001 | 5.568 |
***
| 0.0015 | 5.44 |
***
| 0.0015 | 4.43 |
***
| 0.0016 | 3.16 |
***
| Weather conditions | 0.002 | 7.091 |
***
| 0.0015 | 5.33 |
***
| 0.0019 | 4.43 |
***
| 0.0021 | 5.39 |
***
| Street cleanliness | 0.000 | 2.167 |
**
| 0.0007 | 2.61 |
***
| 0.0007 | 2.20 |
**
| 0.0004 | 1.11 | | Pseudo | 0.9670 | 0.8744 | 0.8349 | 0.7985 |
|
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Note: *is significant at the 10% significance level; **is significant at the 5% significance level; ***is significant at the 1% significance level.
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