Table 2.
Regression analyses of the relationship between ratings and review characteristics.
| Model 1 |
Model 2 |
Model 3 |
Model 4 |
|||||
|---|---|---|---|---|---|---|---|---|
| Year 2019 N = 3142 |
Year 2020 N = 3308 |
Year 2019 N = 3142 |
Year 2020 N = 3308 |
Year 2019 N = 3142 |
Year 2020 N = 3308 |
Year 2019 N = 3142 |
Year 2020 N = 3108 |
|
| (constant) | 4.421 | 4.592 | 4.383 | 4.552 | 4.395 | 4.551 | 4.446 | 4.623 |
| Rating | .277 | .147 | .219 | .128 | .172 | .106 | .146 | .079 |
| Opening time | -.022 | -.016 | -.014 | -.008 | -.013 | -.006 | -.013 | -.007 |
| Service | .091 | .044 | .049 | 0.025 (p=0.063) | .045 | 0.014 (p=0.277) | ||
| Room | -.418 | -.352 | -.239 | -.230 | -.214 | -.183 | ||
| Cleanness | .124 | .142 | .054 | .067 | .078 | .118 | ||
| Location | .107 | .053 | .119 | .076 | .099 | .052 | ||
| Value | .182 | .151 | .050 | .045 | .093 | .072 | ||
| Sentiment | .295 | .262 | .315 | .233 | ||||
| Service * Sentiment | 0.015 (p=0.1) | 0.014 (p=0.063) | ||||||
| Room * Sentiment | .035 | .034 | ||||||
| Cleanness* Sentiment | -.064 | -.083 | ||||||
| Location * Sentiment | -.064 | -.051 | ||||||
| Value * Sentiment | -.048 | -.055 | ||||||
| R-square | .051 | .022 | .319 | .283 | .419 | .368 | .472 | .409 |
| Adjusted R-squared | .051 | .021 | .318 | .281 | .417 | .367 | .469 | .407 |
Note: Unlabeled p-value is p < 0.001.