From: Service demand for psychological interventions among Australian adults: a population perspective
Predictor variableb | Model 1a | Model 2a | ||
---|---|---|---|---|
PIo | PI+ | PIo | PI+ | |
Age | ||||
 16–24 | 1.2 (0.5–3.3) | 1.0 (0.4–2.3) | 1.3 (0.5–3.6) | 1.1 (0.5–2.5) |
 25–34 | 0.9 (0.4–2.2) | 1.9 (0.9–3.9) | 1.1 (0.5–2.8) | 2.3 (1.2–4.6) |
 35–44 | 1.0 | 1.0 | 1.0 | 1.0 |
 45–54 | 0.9 (0.4–2.4) | 1.6 (0.8–3.2) | 0.8 (0.3–2.1) | 1.6 (0.7–3.3) |
 55+ | 0.7 (0.3–1.7) | 1.2 (0.6–2.4) | 0.9 (0.3–2.5) | 1.9 (0.8–4.4) |
Highest educational attainment | ||||
 Completed grade 10 or below | 1.0 | 1.0 | 1.0 | 1.0 |
 Completed grade 11 or 12 | 2.5 (1.2–5.0)* | 1.4 (0.7–3.1) | 2.3 (1.1–5.1)* | 1.5 (0.6–3.8) |
 Completed higher education (tertiary education) | 3.1 (1.6–6.0)* | 1.5 (0.9–2.6) | 2.7 (1.3–5.5)* | 1.4 (0.7–2.5) |
Labour force status | ||||
 Employed | 1.0 | 1.0 | 1.0 | 1.0 |
 Unemployed | 0.7 (0.3–1.6) | 0.9 (0.5–1.5) | 0.6 (0.2–1.4) | 0.6 (0.3–1.3) |
Marital status | ||||
 Never married | 1.0 | 1.0 | 1.0 | 1.0 |
 Married | 1.1 (0.4–3.1) | 0.7 (0.3–1.5) | 1.1 (0.4–3.2) | 0.7 (0.3–1.4) |
 Separated/widowed/divorced | 0.8 (0.3–2.0) | 0.7 (0.3–1.6) | 0.9 (0.3–2.6) | 0.8 (0.3–1.9) |
Index of disadvantage (quintiles) | ||||
 1 (most disadvantaged) | 1.0 | 1.0 | 1.0 | 1.0 |
 2 | 0.8 (0.3–2.0) | 2.1 (1.1–4.0)* | 0.7 (0.3–1.9) | 1.8 (0.9–3.6) |
 3 | 0.8 (0.3–1.7) | 1.3 (0.7–2.7) | 0.6 (0.2–1.7) | 1.1 (0.5–2.6) |
 4 | 1.3 (0.5–3.7) | 1.8 (0.8–3.7) | 1.0 (0.4–2.8) | 1.4 (0.6–3.2) |
 5 (least disadvantaged) | 0.9 (0.4–2.4) | 1.7 (0.9–3.3) | 0.7 (0.2–2.1) | 1.3 (0.7–2.7) |
Financial problems over past 12 months | ||||
 No | 1.0 | 1.0 | 1.0 | 1.0 |
 Yes | 0.8 (0.4–1.8) | 1.3 (0.8–2.0) | 0.8 (0.3–1.9) | 1.3 (0.8–2.2) |
12-month affective disorder | ||||
 No | 1.0 | 1.0 | 1.0 | 1.0 |
 Yes | 0.8 (0.5–1.4) | 2.0 (1.2–3.1)* | 0.9 (0.5–1.6) | 2.0 (1.2–3.5)* |
12-month anxiety disorder | ||||
 No | 1.0 | 1.0 | 1.0 | 1.0 |
 Yes | 1.5 (0.9–2.4) | 1.5 (1.0–2.4)* | 1.2 (0.7–2.3) | 1.2 (0.7–2.1)* |
12-month substance use disorder | ||||
 No | 1.0 | 1.0 | 1.0 | 1.0 |
 Yes | 1.7 (0.5–6.0) | 1.4 (0.6–3.5) | 1.5 (0.4–6.3) | 1.2 (0.3–4.6) |
WHODAS score | 0.98 (0.95–1.00) | 0.98 (0.97–0.99) | 0.97 (0.96–0.99) | 0.98 (0.96–0.99) |
Professionals consulted for mental health in past year | ||||
 GP only | – | – | 1.0 | 1.0 |
 Mental health specialists | – | – | 25.2 (11.7–54.4)* | 21.0 (11.6–38.2)* |
 Other health professionals |  |  | 12.7 (4.4–37.1)* | 5.8 (2.2–15.2)* |