Table 4. Generalised structural model statistics.
Female students survey: South African Technical Vocational Education and Training (TVET) colleges and universities (2018–2019).
Direct Effects | Total Indirect Effects | Total Effects | |||||||
---|---|---|---|---|---|---|---|---|---|
Unstd Coef. (95%CI) | Std Coef | p-value | Unstd Coef. (95%CI) | Std Coef | p-value | Unstd Coef. (95%CI) | Std Coef | p-value | |
Past year SV ← Childhood sexual abuse | 0.03(0–0.07) | 0.073 | 0.044 | 0.06(0.03–0.08) | 0.121 | <0.00l | 0.09(0.06–0.12) | 0.194 | <0.00l |
Past year SV ← Other life trauma | 0.11(0.06–0.15) | 0.071 | <0.00l | 0.11(0.06–0.15) | 0.071 | <0.00l | |||
Past year SV ← Harmful alcohol use | 0.11(0.07–0.14) | 0.15 | <0.00l | 0.11(0.07–0.14) | 0.15 | <0.00l | |||
Past year SV ← Food insecure | 0.05(0.03–0.07) | 0.089 | <0.00l | 0.05(0.03–0.07) | 0.089 | <0.00l | |||
Mental ill-health ← Risky sexual behaviour | 0.99(0.63–1.36) | 0.152 | <0.00l | 0.99(0.63–1.36) | 0.152 | <0.00l | |||
Mental ill health ← Other life trauma | 1.12(0.52–1.71) | 0.13 | <0.00l | 0.68(0.37–0.98) | 0.077 | <0.00l | 1.79(1.19–2.39) | 0.203 | <0.00l |
Mental ill health ← Childhood sexual abuse | 0.27(0.11–0.43) | 0.1 | <0.001 | 0.43(0.31–0.55) | 0.158 | <0.00l | 0.7(0.52–0.87) | 0.258 | <0.00l |
Mental ill health ← Food insecure | 0.85(0.64–1.07) | 0.26 | <0.00l | 0.16(0.06–0.26) | 0.049 | 0.002 | 1.01(0.78–1.25) | 0.311 | <0.00l |
Partner violence and controlling behaviour ← Childhood sexual abuse | 0.28(0.21–0.35) | 0.286 | <0.00l | 0.06(0.02–0.09) | 0.057 | 0.001 | 0.34(0.26–0.41) | 0.344 | <0.00l |
Partner violence and controlling behaviour ← Harmful alcohol use | 0.24(0.12–0.35) | 0.157 | <0.00l | 0.16(0.09–0.23) | 0.105 | <0.00l | 0.40(0.29–0.51) | 0.262 | <0.00l |
Partner violence and controlling behaviour ← Other life trauma | 0.44(0.24–0.64) | 0.137 | <0.00l | 0.09(0.04–0.14) | 0.029 | <0.00l | 0.53(0.32–0.75) | 0.166 | <0.00l |
Past year SV ← Partner violence and controlling behaviour | 0.06(0.03–0.09) | 0.132 | <0.00l | 0.06(0.03–0.09) | 0.132 | <0.00l | |||
Past year SV ← Mental ill health | 0.05(0.03–0.07) | 0.29 | <0.001 | 0.05(0.03–0.07) | 0.29 | <0.001 | |||
Past year SV ← Risky sexual behaviour | 0.40(0.26–0.54) | 0.36 | <0.001 | 0.40(0.26–0.54) | 0.40 | <0.001 | |||
Harmful alcohol use ← Other life trauma | 0.24(0.13–0.34) | 0.11 | <0.001 | 0.24(0.13–0.34) | 0.11 | <0.001 | |||
Harmful alcohol use ← Childhood sexual abuse | 0.06(0.02–0.1) | 0.09 | <0.001 | 0.06(0.02–0.1) | 0.09 | <0.001 | |||
Mental ill-health ← Harmful alcohol use | 0.51(0.33–0.68) | 0.121 | <0.00l | 0.51(0.33–0.68) | 0.121 | <0.00l | |||
Mental ill health ← Partner violence and controlling behaviour | 1.27(0.97–1.58) | 0.46 | <0.001 | 1.27(0.97–1.58) | 0.46 | <0.001 | |||
Partner violence and controlling behaviour ← Risky sexual behaviour | 0.78(0.51–1.06) | 0.33 | <0.001 | 0.78(0.51–1.06) | 0.33 | <0.001 | |||
Partner violence and controlling behaviour ← Food insecure | 0.13(0.05–0.2) | 0.105 | <0.00l | 0.13(0.05–0.2) | 0.105 | 0.001 | |||
Partner violence and controlling behaviour ← Harmful alcohol use | 0.24(0.12–0.35) | 0.157 | <0.00l | 0.16(0.09–0.23) | 0.105 | <0.00l | 0.40(0.29–0.51) | 0.262 | <0.00l |
Risky sexual behaviour ← Harmful alcohol use | 0.21(0.16–0.25) | 0.32 | <0.001 | 0.21(0.16–0.25) | 0.32 | <0.001 | |||
Risky sexual behaviour ← Childhood sexual abuse | 0.04(0.01–0.07) | 0.101 | 0.008 | 0.01(0–0.02) | 0.029 | 0.003 | 0.05(0.02–0.09) | 0.13 | 0.001 |