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. Author manuscript; available in PMC: 2020 Jun 11.
Published in final edited form as: Bipolar Disord. 2019 Dec 9;22(3):245–254. doi: 10.1111/bdi.12873

TABLE 2.

Results of primary linear mixed model of suicidal ideation before and after suicide attempt

Generalized linear mixed model, outcome = “worse-thanusual” suicidal ideation Slope SE DF t value P
Fixed Effects
 Intercept −1.40 0.37 846 −3.74 .0002
 Female (vs Male) −0.16 0.17 2155 −0.92 .36
 No previous suicide attempt (vs yes) −0.79 0.18 2155 −4.30 <.0001
 Age at enrollment (years) 0.00 0.01 2155 0.25 .80
 Pre-event time (in months) 0.10 0.11 513 0.96 .34
 Attempter (vs Non-Attempter) 1.56 0.27 2155 5.84 <.0001
 Pre-event time * Attempter (vs Non-Attempter) 0.12 0.13 2155 0.88 .38
 Post-event time (in months) −0.34 0.20 628 −1.73 .08
 Post-event time (quadratic) 0.06 0.05 2155 1.16 .25
 Post-event time * Attempter (vs Non-Attempter) −0.63 0.31 2155 −2.03 .04
 Post-event time (quadratic) * Attempter (vs. Non-Attempter) 0.08 0.09 2155 0.89 .37
Rate of change 30 days pre- and post-event, by group
 Non-attempters at 30 days pre-event 0.10 0.11 2155 0.96 .34
 Non-Attempters at 30 days post-event −0.21 0.12 2155 −1.86 .06
 Attempters at 30 days pre-event 0.22 0.10 2155 2.16 .031
 Attempters at 30 days post-event −0.69 0.13 2155 −5.41 <.0001

Note: Model included random intercept and slopes for pre-event and post-event time. Interactions between covariates (age, gender, and history of suicide attempt) and time variables were tested and discarded as non-contributory. Parameters are in log-odds. Predicted probabilities for each group, by time point, are shown in Table 3. Trajectories are illustrated in Figure 1.

Abbreviations: SE, standard error; DF, degrees of freedom.