Table 2.
Description of Patients Identified Through Cluster Analysis, With Mental Health Disorder and High-Risk Patient Subgroups (CLS = 10).
| CLS No. | CLS Name | Most Frequent Conditions | n (%) of Patients | MH Patients (% Within CLS) | n (% Within CLS) of High-Risk Patients | n (% Within CLS) of MH High-Risk Patients |
|---|---|---|---|---|---|---|
| 1 | Hyperlipidemia and Hypertension | 99.6% Hyperlipidemia 59.6% Hypertension 42.1% Obesity <1% Other conditions |
1128 (10.8) | 163 (14.5) | 4 (0.4) | 3 (0.3) |
| 2 | Hypertension and Obesity Only | 100% Hypertension 51.1% Obesity 0% Other conditions |
619 (6.0) | 103 (16.6) | 24 (3.9) | 16 (2.6) |
| 3 | Healthy | 1058 (10.2) | 127 (12.0) | 27 (2.6) | 10 (0.9) | |
| 4 | Multiple Chronic Conditions | 72.0 % Hypertension 54.2% Hyperlipidemia 45.8% Obesity 40.0% FEDs 30.4% Diabetes 21.2% COPD 19.8% Cerebrovascular disease 19.8% Other neurological disorders 15.1% Deficiency anemia 14.8% CHF 14.2% Valvular disease <12% Other conditions |
3259 (31.3) | 1237 (38.0) | 1100 (33.8) | 802 (24.6) |
| 5 | Obesity Only | 100% Obesity 0% Other conditions |
511 (4.9) | 66 (12.9) | 27 (5.3) | 13 (2.5) |
| 6 | Cancer | 98.8% Solid tumor without metastasis 66.6% Hypertension 49.3% Hyperlipidemia 36.9% Obesity 30.5% Metastatic cancer 20.0% Hypothyroidism 19.4% Diabetes 17.9% FEDs <10% Other conditions |
515 (5.0) | 128 (24.9) | 52 (10.1) | 42 (8.2) |
| 7 | Obesity and CV Risk | 98.9% Diabetes 79.8% Hypertension 73.1% Obesity 69.6% Hyperlipidemia 12.0% Diabetes, complicated <10% Other conditions |
891 (8.6) | 162 (18.2) | 13 (1.5) | 8 (0.9) |
| 8 | COPD/Asthma | 99.6% COPD 66.3% Hypertension 63.5% Asthma 53.3% Obesity 51.3% Hyperlipidemia 23.8% Diabetes 16.0% Hypothyroidism <10% Other conditions |
972 (9.3) | 350 (36.0) | 191 (19.7) | 144 (14.8) |
| 9 | Renal Disease | 97.5% Renal failure 96.1% Hypertension 78.8% Hyperlipidemia 71.6% Hypertension, complicated 62.2% FEDs 61.9% Diabetes 50.9% Obesity 40.4% CHF 38.0% Diabetes, complicated 35.9% COPD 29.4% Deficiency Anemia 25.4% Valvular Disease 24.5% Cerebrovascular disease 24.0% PVD 21.3% MI <20% Other conditions |
1042 (10.0) | 465 (44.6) | 638 (61.2) | 402 (38.6) |
| 10 | Hypothyroidism | 99.5% Hypothyroidism 43.3% Hypertension 41.4% Hyperlipidemia 37.5% Obesity <10% Other conditions |
413 (4.0) | 103 (24.9) | 5 (1.2) | 4 (1.0) |
Abbreviations: CHF, congestive heart failure; CLS, cluster; COPD, chronic obstructive pulmonary disease; CV, cardiovascular; FEDs, fluid and electrolyte disorders; MH, mental health; MI, myocardial infarction; PVD, peripheral vascular disease.