Table 5. Class-conditional probabilities of each disease estimated with the five latent classes model.
The higher class-conditional probabilities are highlighted in bold.
| Disease | Latent classes | ||||
|---|---|---|---|---|---|
| Class 1 (cardiovascular) |
Class 2 (Neurological and mental illness) |
Class 3 (cardiac) |
Class 4 (respiratory) |
Class 5 (cancer) |
|
| % of respondents in each class | 22.4% (603) |
19.1% (514) | 30.2% (813) |
10.3% (277) |
18.0% (484) |
| CAN | 41 | 17 | 50 | 28 | 78 |
| CHD | 64 | 8 | 22 | 21 | 8 |
| AD | 5 | 46 | 14 | 16 | 8 |
| CVD | 35 | 61 | 30 | 17 | 16 |
| DM | 44 | 22 | 33 | 30 | 26 |
| HBP | 100 | 82 | 95 | 84 | 75 |
| HF | 67 | 41 | 99 | 92 | 20 |
| COPD | 4 | 4 | 4 | 100 | 5 |
| CKD | 11 | 2 | 16 | 12 | 3 |
| DD | 26 | 34 | 25 | 28 | 18 |
| AF | 34 | 23 | 53 | 37 | 16 |
| ASTH | 12 | 4 | 15 | 70 | 12 |
| OP | 20 | 16 | 19 | 19 | 19 |
| HT | 12 | 7 | 8 | 9 | 12 |
| HL | 99 | 10 | 4 | 14 | 12 |
CAN = cancer; CHD = coronary heart disease; AD = Alzheimer’s disease; CVD = cerebrovascular disease; DM = diabetes mellitus; HBP = high blood pressure; HF = heart failure; COPD = chronic obstructive pulmonary disease; CKD = chronic kidney disease; DD = depressive disorder; AF = atrial fibrillation; ASTH = asthma; OP = osteoporosis; HT = hypothyroidism; HL = hyperlipidemia.