Table 3.
Principal-component analysis: pattern matrix
| Component | |||
|---|---|---|---|
| 1 | 2 | 3 | |
| Unemployment | 0.87 | −0.19 | 0.01 |
| Estimated prevalence of opiates and/or crack cocaine use | 0.86 | −0.04 | − 0.08 |
| Alcohol-related hospital admission | 0.83 | 0.12 | 0.06 |
| Children leaving care | 0.82 | − 0.09 | − 0.03 |
| Severe mental illness recorded prevalence | 0.75 | −0.37 | − 0.03 |
| Self-reported well-being - low happiness | 0.71 | 0.11 | 0.21 |
| Children in the youth justice system | 0.69 | 0.07 | −0.15 |
| Adults in treatment at specialist alcohol misuse services | 0.63 | 0.32 | −0.06 |
| inverse People living alone | −0.48 | −0.21 | 0.19 |
| Self-reported well-being - high anxiety | 0.48 | −0.01 | 0.21 |
| Domestic abuse incidents | 0.46 | 0.07 | −0.02 |
| Emergency hospital admissions for intentional self-harm | 0.25 | 0.76 | 0.03 |
| Depression recorded prevalence | 0.04 | 0.76 | −0.03 |
| Statutory homelessness | 0.22 | −0.76 | −0.04 |
| Marital breakup | 0.20 | 0.61 | 0.10 |
| Adult carers who have as much social contact as they would like (all ages) | −0.07 | 0.56 | 0.04 |
| Adult social-care users who have as much social contact as they would like | 0.00 | 0.52 | −0.11 |
| Successful completion of drug treatment - non-opiate users | 0.12 | 0.08 | 0.89 |
| Successful completion of alcohol treatment | −0.04 | 0.18 | 0.80 |
| Successful completion of drug treatment - opiate users | −0.09 | −0.27 | 0.64 |
In an initial three-factor solution, social care mental health clients receiving services loaded on none of the components. Therefore this variable was removed from the final analysis
Figures in bold indicate main loadings