Table 3

Primary model results: modelling the association between past-year GBV latent groupings and mental health symptomatic scores anxiety, depression and post-traumatic stress disorder

(1)(2)(3)
PHQ-9 score (Depression)GAD-7 score (Anxiety)HTQ-PTSD score (Post-Traumatic Stress)
Coef95% CIP valueCoef95% CIP valueCoef95% CIP value
Past-year NPV latent class (Ref)0.000.000.00
Past-year IPV latent class1.68[0.25, 3.11]0.0210.91[−0.49, 2.32]0.2010.58[−1.82, 2.97]0.635
Age (years), mean centred−0.02[−0.10, 0.07]0.696−0.09[−0.18, −0.01]0.027−0.06[−0.17, 0.06]0.326
Majority clan*: No (Ref)0.000.000.00
Majority clan*: Yes0.64[−0.70,1.98]0.350−0.40[−1.70, 0.90]0.547−0.84[−3.03, 1.34]0.448
Read/write: No (Ref)0.000.000.00
Read/write: Yes−0.17[−1.52, 1.18]0.8010.54[−0.87, 1.95]0.4501.36[−0.97, 3.69]0.250
Length of encampment (years)−0.03[−0.13, 0.06]0.4870.03[−0.05, 0.12]0.4510.01[−0.13, 0.14]0.933
Number of children−0.04[−0.29, 0.22]0.7630.25[−0.00, 0.51]0.0530.17[−0.22, 0.55]0.392
Monthly income (KES)0.00[0.00, 0.00]0.8120.00[0.00, 0.00]0.2720.00[0.00, 0.00]0.165
any NPV before Dadaab: No (Ref)0.000.000.00
any NPV before Dadaab: Yes2.26[0.51, 4.02]0.0123.48[1.85, 5.10]<0.0016.83[4.21, 9.44]<0.001
R2 0.770.790.82
RMSE4.524.477.16
  • *Majority clan is defined here as one of the following Somali clans: Darod, Dir, Hawiye, Isaaq.

  • GBV, Gender-Based Violence; IPV, Intimate Partner Violence; KES, Kenyan Shillings; NPV, Non-Partner Violence; RMSE, Root mean square error.