Table 5. Proportional Odds Model.

Log-odds regression coefficient and intercepts with related standard errors, t-values, and p-values. Confidence interval at 95% for the estimated coefficient is (0.1121, 0.1161). Chi-Square test’s p-value is 1, so we do not reject the null hypothesis (H ₀: current model is good enough) and conclude that the model is a good fit.

Coefficients	Value	Std. Error	t-value	p-value
# of likes	0.1141	0.001016	112.3	< 10−6
Intercepts	Value	Std. Error	t-value	p-value
1∣2	-0.7602	0.0135	-56.4267	< 10−6
2∣3	1.0783	0.0126	85.7607	< 10−6
3∣4	2.9648	0.0177	167.4990	< 10−6