Table 2 Linear mixed-effect models of user engagement and music quality.
User engagement | Music quality | |||
|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | |
Album Number (log) | −0.039*** | −0.039*** | −0.059*** | −0.059*** |
(0.006) | (0.005) | (0.006) | (0.006) | |
Likes Number (log) | 0.898*** | 0.896*** | 0.285*** | 0.284*** |
(0.001) | (0.001) | (0.001) | (0.001) | |
Male (vs. Band) | 0.144*** | 0.144*** | 0.220*** | 0.220*** |
(0.015) | (0.015) | (0.015) | (0.015) | |
Female (vs. Band) | −0.020 | −0.020 | 0.128*** | 0.128*** |
(0.015) | (0.015) | (0.015) | (0.015) | |
Nostalgia of Comments (NoC) | 0.017*** | 0.093*** | 0.019*** | 0.076*** |
(0.007) | (0.012) | (0.006) | (0.011) | |
Expressing the feelings about music | −0.002 | 0.0004 | −0.014** | −0.012** |
(0.006) | (0.006) | (0.006) | (0.006) | |
Expressing views on relevant films and TV dramas | 0.017*** | 0.014** | −0.013** | −0.015*** |
(0.007) | (0.007) | (0.006) | (0.006) | |
Evaluating the creation of songs | 0.004 | 0.006 | 0.004 | 0.006 |
(0.006) | (0.006) | (0.006) | (0.006) | |
Evaluating the performance of singer(s) | 0.018*** | 0.020*** | −0.004 | −0.002 |
(0.006) | (0.006) | (0.006) | (0.006) | |
Negative Polarity of Comments (NeC) | 0.005*** | 0.024*** | 0.004*** | 0.018*** |
(0.001) | (0.001) | (0.001) | (0.001) | |
Love of Comments | 0.040*** | 0.036*** | 0.012* | 0.009 |
(0.007) | (0.007) | (0.006) | (0.006) | |
Happiness of Comments | 0.008 | 0.008 | −0.019 | −0.019 |
(0.021) | (0.021) | (0.018) | (0.018) | |
Sadness of Comments (SaC) | 0.042*** | 0.015 | 0.040*** | 0.029* |
(0.015) | (0.018) | (0.013) | (0.016) | |
Anger of Comments | 0.202** | 0.189* | 0.307*** | 0.298*** |
(0.101) | (0.101) | (0.089) | (0.089) | |
Fear of Comments | −0.042 | −0.048 | −0.061** | −0.065** |
(0.029) | (0.029) | (0.026) | (0.026) | |
Disgust of Comments | 0.018* | 0.013 | 0.033*** | 0.030*** |
(0.011) | (0.011) | (0.009) | (0.009) | |
Surprise of Comments | 0.118* | 0.115 | 0.151** | 0.148** |
(0.071) | (0.070) | (0.062) | (0.062) | |
Nostalgia of Lyrics (NoL) | 0.047*** | 0.027*** | 0.026*** | 0.020*** |
(0.005) | (0.009) | (0.004) | (0.008) | |
Negative Polarity of Lyrics (NeL) | −0.001*** | −0.001*** | 0.0002** | 0.0004*** |
(0.0001) | (0.0002) | (0.0001) | (0.0002) | |
Sadness of Lyrics (SaL) | 0.005*** | 0.005*** | 0.005*** | 0.005*** |
(0.001) | (0.001) | (0.0005) | (0.0005) | |
NoC*NoL | 0.030** | 0.008 | ||
(0.014) | (0.012) | |||
SaC*NoL | 0.071** | 0.024 | ||
(0.031) | (0.028) | |||
NoC*NeC | −0.033*** | −0.024*** | ||
(0.002) | (0.002) | |||
NoC*NeL | −0.001* | −0.0005* | ||
(0.0003) | (0.0002) | |||
Constant | 1.548*** | 1.516*** | 2.329*** | 2.305*** |
Marginal R2 | 0.812 | 0.813 | 0.351 | 0.352 |
Conditional R2 | 0.861 | 0.861 | 0.578 | 0.579 |
