Table 3. Factors predicting total healthcare costs in the second and third year after index diagnosis.
| Exp(β) | ||
|---|---|---|
| Second-year costs | Third-year costs | |
| First-year healthcare utilisation patterna | ||
| Hospital treatment v. OPD 4–6 | 2.267 (2.068, 2.485)** | 2.192 (1.998, 2.406)** |
| OPD ≥7 v. OPD 4–6 | 1.242 (1.168, 1.32)** | 1.177 (1.106, 1.253)** |
| Age | 1.01 (1.008, 1.012)** | 1.009 (1.007, 1.011)** |
| Gender | ||
| Male v. female | 1.053 (1.001, 1.107)* | 1.095 (1.040, 1.153)* |
| Low-income household | ||
| Yes v. no | 1.883 (1.642, 2.160)** | 1.480 (1.285, 1.703)** |
| Insurance premiumb | ||
| Level (1) v. Level (4) | 1.072 (0.822, 1.398) | 0.959 (0.729, 1.262) |
| Level (2) v. Level (4) | 0.936 (0.716, 1.222) | 0.878 (0.666, 1.157) |
| Level (3) v. Level (4) | 0.783 (0.594, 1.033) | 0.821 (0.617, 1.094) |
| Urbanisation levelc | ||
| Level (1) v. Level (7) | 1.125 (1.021, 1.241)* | 1.108 (1.003, 1.224)* |
| Level (2) v. Level (7) | 1.143 (1.037, 1.260)* | 1.141 (1.033, 1.261)* |
| Level (3) v. Level (7) | 1.053 (0.946, 1.173) | 1.083 (0.970, 1.210) |
| Level (4) v. Level (7) | 1.108 (0.994, 1.236) | 1.162 (1.039, 1.299)* |
| Level (5) v. Level (7) | 1.082 (0.866, 1.350) | 1.363 (1.084, 1.713)* |
| Level (6) v. Level (7) | 1.015 (0.862, 1.195) | 1.101 (0.932, 1.301) |
| Clinical setting at index visit | ||
| OPD v. in-patient | 1.107 (1.003, 1.221)* | 1.238 (1.120, 1.368)** |
| ER v. in-patient | 1.334 (1.167, 1.526)** | 1.331 (1.160, 1.528)** |
| Physician type at index visit | ||
| Psychiatrist v. non-psychiatrist | 0.979 (0.914, 1.048) | 0.936 (0.871, 1.006) |
| Catastrophic card | ||
| Yes v. no | 1.534 (1.443, 1.630)** | 1.506 (1.415, 1.603)** |
| Initial diagnosis codes | ||
| 296.0 v. 296.7 | 1.041 (0.948, 1.143) | 1.021 (0.927, 1.124) |
| 296.1 v. 296.7 | 1.111 (0.991, 1.245) | 1.065 (0.947, 1.198) |
| 296.4 v. 296.7 | 1.094 (1.004, 1.191)* | 1.101 (1.009, 1.201)* |
| 296.5 v. 296.7 | 1.002 (0.921, 1.090) | 0.956 (0.877, 1.042) |
| 296.6 v. 296.7 | 1.045 (0.951, 1.150) | 1.016 (0.921, 1.121) |
| Total healthcare costs in the preceding year (in 1000 NTD) | 1.003 (1.003, 1.003)** | 1.003 (1.002, 1.003)** |
Note: Other adjusted variables (not shown here) in the cost models included comorbid physical and mental illnesses over the 12-month pre-index period.
OPD, Out-patient department; ER, emergency room; CI, confidence interval; NTD, New Taiwan Dollar.
Study participants were grouped by first-year healthcare utilisation pattern for treatment of BPD: hospital treatment, participants who had been admitted at least once during the first year; OPD ≥7, participants who had not been admitted and had ≥7 out-patient visits during the first year; OPD 4–6, participants who had not been admitted and had 4–6 out-patient visits during the first year.
Insurance premium was classified into four different levels: Level (1): Under 17 280 NTD; Level (2): Between 17 281 NTD and 36 300 NTD; Level (3): Between 36 301 NTD and 72 800 NTD; Level (4): Above 72 801 NTD.
Urbanisation was classified into seven different levels: Level (1): Metropolitan city; Level (2): City; Level (3): Developing city; Level (4): Town; Level (5): Ageing population town; Level (6): Agricultural town; Level (7): Rural area.
P<0.05, **P<0.001.