Table 2.
Sociodemographic associations with unemployment in service users diagnosed with severe mental illness
| N ever unemployed | Percentage ever unemployed | Unadjusted logistic regressiona | Logistic regression adjusted for age and sexa | Logistic regression fully adjusteda, b | ||||
|---|---|---|---|---|---|---|---|---|
| Odds ratio | 95% CI | Odds ratio | 95% CI | Odds ratio | 95% CI | |||
| Age | ||||||||
| 16–29 | 1528 | 76.9 | Reference | Reference | Reference | |||
| 30–39 | 3260 | 86.2 | 1.87 | 1.63–2.15 | 1.85 | 1.61–2.13 | 1.84 | 1.60–2.12 |
| 40–49 | 3716 | 89.7 | 2.61 | 2.26–3.01 | 2.58 | 2.23–2.98 | 2.61 | 2.25–3.03 |
| 50–59 | 4034 | 90.9 | 2.99 | 2.59–3.46 | 2.97 | 2.57–3.44 | 3.01 | 2.59–3.51 |
| 60–69 | 2313 | 87.8 | 2.16 | 1.85–2.53 | 2.16 | 1.84–2.52 | 2.57 | 2.19–3.03 |
| 70–79 | 1254 | 75.7 | 0.94 | 0.80–1.09 | 0.94 | 0.81–1.10 | 2.17 | 1.76–2.68 |
| 80–89 | 554 | 61.2 | 0.47 | 0.40–0.56 | 0.49 | 0.41–0.58 | 1.80 | 1.36–2.37 |
| 90–100 | 119 | 53.3 | 0.34 | 0.26–0.46 | 0.36 | 0.27–0.48 | 1.39 | 0.97–2.00 |
| Sex | ||||||||
| Female | 7800 | 82.8 | Reference | Reference | Referencec | |||
| Male | 8978 | 86.8 | 1.36 | 1.26–1.47 | 1.19 | 1.10–1.29 | 1.05 | 0.97–1.15 |
| Relationship status | ||||||||
| In a relationship | 2314 | 79.7 | Reference | Reference | Reference | |||
| Not in a relationship | 14,464 | 85.8 | 1.53 | 1.39–1.70 | 1.59 | 1.44–1.77 | 1.33 | 1.19–1.49 |
| Ethnicity | ||||||||
| White British | 8231 | 81.5 | Reference | Reference | Reference | |||
| Irish | 507 | 83.7 | 1.16 | 0.93–1.45 | 1.31 | 1.04–1.65 | 1.18 | 0.93–1.50 |
| Black Caribbean | 4883 | 89.7 | 1.99 | 1.80–2.20 | 1.92 | 1.73–2.13 | 1.62 | 1.45–1.80 |
| Black African | 2483 | 88.4 | 1.73 | 1.53–1.96 | 1.50 | 1.32–1.71 | 1.32 | 1.15–1.51 |
| South Asian | 674 | 83.3 | 1.13 | 0.94–1.37 | 1.11 | 0.91–1.35 | 1.17 | 0.95–1.43 |
| Index of multiple deprivation (national quintiles) | ||||||||
| 1 (least deprived) | 394 | 69.7 | Reference | Reference | Reference | |||
| 2nd | 539 | 70.8 | 1.02 | 0.81–1.28 | 0.95 | 0.75–1.21 | 0.96 | 0.75–1.23 |
| 3rd | 1922 | 79.2 | 1.63 | 1.34–1.99 | 1.50 | 1.22–1.85 | 1.29 | 1.04–1.61 |
| 4th | 6022 | 85.6 | 2.47 | 2.06–2.98 | 2.22 | 1.83–2.69 | 1.81 | 1.48–2.22 |
| 5th (most deprived) | 7901 | 88.0 | 3.08 | 2.57–3.70 | 2.75 | 2.27–3.32 | 2.12 | 1.73–2.60 |
aAll likelihood ratio tests were significant (p < 0.0001) unless otherwise indicated
bModels were adjusted for age, sex, deprivation, relationship status, ethnicity, diagnosis type, SMI onset (late onset/ working age), and substance use disorder
cLikelihood ratio test for sex p = 0.2258