Table 5.
List of 26 predictors in the Full cox regression model. 17 of them are statistically significant (p-values are computed at α = 0.05 level followed by Bonferroni correction (α/26)). The predictors are listed along with their β weights. se(β) is the standard error of the coefficient. z is the Wald statistic which determines whether the corresponding β is statistically significant. The exponentiated β is the hazard ratio (HR). For example, keeping all the predictor variables constant, an additional proportion of present words used increases the monthly hazard of recovery by a factor of eβ = 35.38, that is by 3.57 percent.
| β | se(β) | z | p value | HR = exp(β) | lower 0.95 | upper 0.95 | |
|---|---|---|---|---|---|---|---|
| Body Image Concerns | |||||||
|
| |||||||
| health | 12.92 | 2.22E+00 | 5.823 | 5.77E−09 *** | 4.08E+05 | 5.27E+03 | 3.15E+07 |
| ingestion | 8.21 | 1.95E+00 | 4.215 | 2.50E−05 | 3.69E+03 | 8.10E+01 | 1.68E+05 |
| Body | −19.99 | 3.89E+00 | −5.136 | 2.80E−07 *** | 2.08E−09 | 1.01E−12 | 4.27E−06 |
|
| |||||||
| Behavior: Social Engagement | |||||||
|
| |||||||
| Post entropy | 0.11 | 2.47E−02 | 4.376 | 1.21E−05 | 1.11E+00 | 1.06E+00 | 1.17E+00 |
| text to photo posts | 3.47E−03 | 8.14E−04 | 4.258 | 2.06E−05 | 1.00E+00 | 1.00E+00 | 1.01E+00 |
| Post length | 1.39E−03 | 2.09E−04 | 6.645 | 3.04E−11 *** | 1.00E+00 | 1.00E+00 | 1.00E+00 |
| text to video posts | 9.32E−05 | 9.17E−05 | 1.017 | 0.309344 | 1.00E+00 | 1.00E+00 | 1.00E+00 |
| Total post count | 4.81E−06 | 1.43E−06 | 3.352 | 0.000802 *** | 1.00E+00 | 1.00E+00 | 1.00E+00 |
|
| |||||||
| Behavior: Community Interactions | |||||||
|
| |||||||
| profile allows NSFW content sharing | 0.19 | 2.51E−01 | 0.743 | 0.457502 | 1.21E+00 | 7.37E−01 | 1.97E+00 |
| profile allows anon. question asking | 0.09 | 6.89E−02 | 1.349 | 0.177429 | 1.10E+00 | 9.59E−01 | 1.26E+00 |
| profile allows question asking | 0.06 | 8.99E−02 | 0.627 | 0.530837 | 1.06E+00 | 8.87E−01 | 1.26E+00 |
| profile ‘likes’ visible | 0.00 | 1.56E−06 | 0.902 | 0.367024 | 1.00E+00 | 1.00E+00 | 1.00E+00 |
| profile shares ‘like’ information | −0.04 | 5.15E−02 | −0.746 | 0.455379 | 9.62E−01 | 8.70E−01 | 1.06E+00 |
|
| |||||||
| Cognition: Perception and Regulation | |||||||
|
| |||||||
| insight | 4.96 | 2.62E+00 | 1.892 | 0.058467 . | 1.43E+02 | 8.37E−01 | 2.44E+04 |
| cogitive mech | 4.87 | 8.45E−01 | 5.772 | 7.82E−09 | 1.31E+02 | 2.50E+01 | 6.85E+02 |
| inhibition | 3.74 | 5.87E+00 | 0.637 | 0.52437 | 4.20E+01 | 4.24E−04 | 4.16E+06 |
| death | −7.17 | 9.08E+00 | −0.789 | 0.430146 | 7.72E−04 | 1.43E−11 | 4.17E+04 |
|
| |||||||
| Cognition: Temporal References | |||||||
|
| |||||||
| Past tense | 11.21 | 2.10E+00 | 5.348 | 8.87E−08 *** | 7.37E+04 | 1.21E+03 | 4.48E+06 |
| present tense | 3.57 | 1.37E+00 | 2.611 | 0.009036 ** | 3.54E+01 | 2.43E+00 | 5.15E+02 |
| future tense | 1.64 | 4.00E+00 | 0.41 | 0.681981 | 5.16E+00 | 2.02E−03 | 1.32E+04 |
|
| |||||||
| Cognition: Interpersonal Awareness and Focus | |||||||
|
| |||||||
| 1st pronoun singular | −8.01 | 1.74E+00 | −4.602 | 4.18E−06 *** | 3.33E−04 | 1.10E−05 | 1.01E−02 |
| 2nd person pronoun | 1.11 | 2.15E+00 | 0.514 | 0.607153 | 3.02E+00 | 4.46E−02 | 2.05E+02 |
| 1st pronoun plural | −14.31 | 6.55E+00 | −2.184 | 0.028983 * | 6.11E−07 | 1.62E−12 | 2.31E−01 |
| 3rd person plural | −11.79 | 3.44E+00 | −3.431 | 0.000601 *** | 7.62E−06 | 9.08E−09 | 6.39E−03 |
|
| |||||||
| Cognition: Abusive Language Use | |||||||
|
| |||||||
| swear | −21.69 | 6.85E+00 | −3.168 | 0.001533 ** | 3.81E−10 | 5.69E−16 | 2.56E−04 |
|
| |||||||
| Affect | |||||||
|
| |||||||
| Normalized PA | 2.51 | 1.26E+00 | 2 | 0.045514 * | 1.23E+01 | 1.05E+00 | 1.44E+02 |