Cluster 1 (n = 219) . | Cluster 2 (n = 564) . | Cluster 3 (n = 318) . | Cluster 4 (n = 422) . | |
---|---|---|---|---|
Female, n (%) | 189 (86.3)a | 358 (63.5)b | 288 (90.6)a | 258 (61.1)b |
Age, mean (SD) | 44 (13)a | 66 (10)b | 45 (12)a | 66 (9)b |
BM, n (%) | 10 (4.6)a | 330 (58.5)b | 44 (13.8)c | 156 (37)d |
CM, n (%) | 4 (1.8)a | 153 (27.1)b | 27 (8.5)c | 31 (7.3)c |
Ethnicity, n (%) | ||||
Caucasian (White) | 115 (52.5)a | 502 (89)b | 192 (60.4)a | 386 (91.5)b |
Asian | 59 (26.9)a | 2 (0.4)b | 52 (16.4)c | 8 (1.9)b |
African American | 10 (4.6)a | 26 (4.6)a | 15 (4.7)a | 12 (2.8)a |
Hispanic | 13 (5.9)a, b | 15 (2.7)b, c | 28 (8.8)a | 7 (1.7)c |
Very high HDI, n (%) | 176 (80.4)a | 557 (98.8)b | 277 (87.1)a | 419 (99.3)b |
Asthma | 9 (4.1)a | 119 (21.1)b | 50 (15.7)b, c | 46 (10.9)c |
CKD | 3 (1.4)a | 28 (5)a | 12 (3.8)a | 11 (2.6)a |
CLD | 2 (0.9)a | 16 (2.8)a | 5 (1.6)a | 5 (1.2)a |
COPD | 3 (1.4)a | 44 (7.8)b | 7 (2.2)a | 8 (1.9)a |
ILD | 40 (18.3)a | 93 (16.5)a | 55 (17.3)a | 73 (17.3)a |
IHD | 0 (0)a | 88 (15.6)b | 7 (2.2)a | 27 (6.4)c |
DM | 5 (2.3)a | 130 (23)b | 13 (4.1)a | 59 (14)c |
Epilepsy | 0 (0)a | 6 (1.1)a | 3 (0.9)a | 0 (0)a |
Dyslipidaemia | 9 (4.1)a | 220 (39)b | 27 (8.5)a | 123 (29.1)c |
HIV-AIDS | 1 (0.5)a | 5 (0.9)a | 1 (0.3)a | 1 (0.2)a |
Hypertension | 12 (5.5)a | 289 (51.2)b | 34 (10.7)a | 164 (38.9)c |
Stroke | 0 (0)a | 19 (3.4)b | 1 (0.3)a | 7 (1.7)a,b |
Tuberculosis | 0 (0)a | 5 (0.9)a | 3 (0.9)a | 0 (0)a |
Organ transplant | 1 (0.5) | 2 (0.4) | 0 (0) | 0 (0) |
Others | 2 (0.9)a | 70 (12.4)b | 9 (2.8)a | 43 (10.2)b |
MHDs, n (%) | 39 (17.8)a | 241 (42.7)b | 176 (55.3)c | 61 (14.5)a |
Anxiety | 25 (11.4)a | 146 (25.9)b | 117 (36.8)c | 34 (8.1)a |
Bipolar disorder | 1 (0.5)a,b | 6 (1.1)a,b | 8 (2.5)b | 1 (0.2)a |
Depression | 15 (6.8)a | 153 (27.1)b | 108 (34)b | 28 (6.6)a |
Eating disorder | 5 (2.3)a, b | 4 (0.7)b,c | 11 (3.5)a | 0 (0)a |
Insomnia | 7 (3.2)a | 63 (11.2)b | 53 (16.7)b | 10 (2.4)a |
Schizophrenia | 1 (0.5)a | 1 (0.2)a | 1 (0.3)a | 0 (0)a |
Substance use disorders | 0 (0)a | 2 (0.4)a | 3 (0.9)a | 0 (0)a |
PROMIS Global Physical Health, mean (s.d.) | 15.8 (2.1)a | 10.2 (1.9)b | 10.5 (2.3)b | 14.5 (1.7)c |
PROMIS Global Mental Health, mean (s.d.) | 15.4 (2.7)a | 11.2 (2.7)b | 10.8 (3.0)b | 15.2 (2.4)a |
PROMIS Physical Function SF10a, mean (s.d.) | 45.8 (4.5)a | 25.6 (8.5)b | 34.3 (8.6)c | 36.4 (9.5)d |
PROMIS Fatigue 4a score, mean (s.d.) | 7.2 (2.4)a | 13.7 (3.2)b | 13.8 (3.3)b | 8.0 (2.3)c |
Cluster 1 (n = 219) . | Cluster 2 (n = 564) . | Cluster 3 (n = 318) . | Cluster 4 (n = 422) . | |
---|---|---|---|---|
Female, n (%) | 189 (86.3)a | 358 (63.5)b | 288 (90.6)a | 258 (61.1)b |
Age, mean (SD) | 44 (13)a | 66 (10)b | 45 (12)a | 66 (9)b |
BM, n (%) | 10 (4.6)a | 330 (58.5)b | 44 (13.8)c | 156 (37)d |
CM, n (%) | 4 (1.8)a | 153 (27.1)b | 27 (8.5)c | 31 (7.3)c |
Ethnicity, n (%) | ||||
Caucasian (White) | 115 (52.5)a | 502 (89)b | 192 (60.4)a | 386 (91.5)b |
Asian | 59 (26.9)a | 2 (0.4)b | 52 (16.4)c | 8 (1.9)b |
African American | 10 (4.6)a | 26 (4.6)a | 15 (4.7)a | 12 (2.8)a |
Hispanic | 13 (5.9)a, b | 15 (2.7)b, c | 28 (8.8)a | 7 (1.7)c |
Very high HDI, n (%) | 176 (80.4)a | 557 (98.8)b | 277 (87.1)a | 419 (99.3)b |
Asthma | 9 (4.1)a | 119 (21.1)b | 50 (15.7)b, c | 46 (10.9)c |
CKD | 3 (1.4)a | 28 (5)a | 12 (3.8)a | 11 (2.6)a |
CLD | 2 (0.9)a | 16 (2.8)a | 5 (1.6)a | 5 (1.2)a |
COPD | 3 (1.4)a | 44 (7.8)b | 7 (2.2)a | 8 (1.9)a |
ILD | 40 (18.3)a | 93 (16.5)a | 55 (17.3)a | 73 (17.3)a |
IHD | 0 (0)a | 88 (15.6)b | 7 (2.2)a | 27 (6.4)c |
DM | 5 (2.3)a | 130 (23)b | 13 (4.1)a | 59 (14)c |
Epilepsy | 0 (0)a | 6 (1.1)a | 3 (0.9)a | 0 (0)a |
Dyslipidaemia | 9 (4.1)a | 220 (39)b | 27 (8.5)a | 123 (29.1)c |
HIV-AIDS | 1 (0.5)a | 5 (0.9)a | 1 (0.3)a | 1 (0.2)a |
Hypertension | 12 (5.5)a | 289 (51.2)b | 34 (10.7)a | 164 (38.9)c |
Stroke | 0 (0)a | 19 (3.4)b | 1 (0.3)a | 7 (1.7)a,b |
Tuberculosis | 0 (0)a | 5 (0.9)a | 3 (0.9)a | 0 (0)a |
Organ transplant | 1 (0.5) | 2 (0.4) | 0 (0) | 0 (0) |
Others | 2 (0.9)a | 70 (12.4)b | 9 (2.8)a | 43 (10.2)b |
MHDs, n (%) | 39 (17.8)a | 241 (42.7)b | 176 (55.3)c | 61 (14.5)a |
Anxiety | 25 (11.4)a | 146 (25.9)b | 117 (36.8)c | 34 (8.1)a |
Bipolar disorder | 1 (0.5)a,b | 6 (1.1)a,b | 8 (2.5)b | 1 (0.2)a |
Depression | 15 (6.8)a | 153 (27.1)b | 108 (34)b | 28 (6.6)a |
Eating disorder | 5 (2.3)a, b | 4 (0.7)b,c | 11 (3.5)a | 0 (0)a |
Insomnia | 7 (3.2)a | 63 (11.2)b | 53 (16.7)b | 10 (2.4)a |
Schizophrenia | 1 (0.5)a | 1 (0.2)a | 1 (0.3)a | 0 (0)a |
Substance use disorders | 0 (0)a | 2 (0.4)a | 3 (0.9)a | 0 (0)a |
PROMIS Global Physical Health, mean (s.d.) | 15.8 (2.1)a | 10.2 (1.9)b | 10.5 (2.3)b | 14.5 (1.7)c |
PROMIS Global Mental Health, mean (s.d.) | 15.4 (2.7)a | 11.2 (2.7)b | 10.8 (3.0)b | 15.2 (2.4)a |
PROMIS Physical Function SF10a, mean (s.d.) | 45.8 (4.5)a | 25.6 (8.5)b | 34.3 (8.6)c | 36.4 (9.5)d |
PROMIS Fatigue 4a score, mean (s.d.) | 7.2 (2.4)a | 13.7 (3.2)b | 13.8 (3.3)b | 8.0 (2.3)c |
Each superscript letter indicates a subset of the four groups analysed for which the means or proportions showed no difference at a significance level of 0.05. BM: basic multimorbidity; CM: complex multimorbidity; HDI: Human Development Index; MHD: mental health disorder; PROMIS: Patient-Reported Outcome Measurement Information System.
Cluster 1 (n = 219) . | Cluster 2 (n = 564) . | Cluster 3 (n = 318) . | Cluster 4 (n = 422) . | |
---|---|---|---|---|
Female, n (%) | 189 (86.3)a | 358 (63.5)b | 288 (90.6)a | 258 (61.1)b |
Age, mean (SD) | 44 (13)a | 66 (10)b | 45 (12)a | 66 (9)b |
BM, n (%) | 10 (4.6)a | 330 (58.5)b | 44 (13.8)c | 156 (37)d |
CM, n (%) | 4 (1.8)a | 153 (27.1)b | 27 (8.5)c | 31 (7.3)c |
Ethnicity, n (%) | ||||
Caucasian (White) | 115 (52.5)a | 502 (89)b | 192 (60.4)a | 386 (91.5)b |
Asian | 59 (26.9)a | 2 (0.4)b | 52 (16.4)c | 8 (1.9)b |
African American | 10 (4.6)a | 26 (4.6)a | 15 (4.7)a | 12 (2.8)a |
Hispanic | 13 (5.9)a, b | 15 (2.7)b, c | 28 (8.8)a | 7 (1.7)c |
Very high HDI, n (%) | 176 (80.4)a | 557 (98.8)b | 277 (87.1)a | 419 (99.3)b |
Asthma | 9 (4.1)a | 119 (21.1)b | 50 (15.7)b, c | 46 (10.9)c |
CKD | 3 (1.4)a | 28 (5)a | 12 (3.8)a | 11 (2.6)a |
CLD | 2 (0.9)a | 16 (2.8)a | 5 (1.6)a | 5 (1.2)a |
COPD | 3 (1.4)a | 44 (7.8)b | 7 (2.2)a | 8 (1.9)a |
ILD | 40 (18.3)a | 93 (16.5)a | 55 (17.3)a | 73 (17.3)a |
IHD | 0 (0)a | 88 (15.6)b | 7 (2.2)a | 27 (6.4)c |
DM | 5 (2.3)a | 130 (23)b | 13 (4.1)a | 59 (14)c |
Epilepsy | 0 (0)a | 6 (1.1)a | 3 (0.9)a | 0 (0)a |
Dyslipidaemia | 9 (4.1)a | 220 (39)b | 27 (8.5)a | 123 (29.1)c |
HIV-AIDS | 1 (0.5)a | 5 (0.9)a | 1 (0.3)a | 1 (0.2)a |
Hypertension | 12 (5.5)a | 289 (51.2)b | 34 (10.7)a | 164 (38.9)c |
Stroke | 0 (0)a | 19 (3.4)b | 1 (0.3)a | 7 (1.7)a,b |
Tuberculosis | 0 (0)a | 5 (0.9)a | 3 (0.9)a | 0 (0)a |
Organ transplant | 1 (0.5) | 2 (0.4) | 0 (0) | 0 (0) |
Others | 2 (0.9)a | 70 (12.4)b | 9 (2.8)a | 43 (10.2)b |
MHDs, n (%) | 39 (17.8)a | 241 (42.7)b | 176 (55.3)c | 61 (14.5)a |
Anxiety | 25 (11.4)a | 146 (25.9)b | 117 (36.8)c | 34 (8.1)a |
Bipolar disorder | 1 (0.5)a,b | 6 (1.1)a,b | 8 (2.5)b | 1 (0.2)a |
Depression | 15 (6.8)a | 153 (27.1)b | 108 (34)b | 28 (6.6)a |
Eating disorder | 5 (2.3)a, b | 4 (0.7)b,c | 11 (3.5)a | 0 (0)a |
Insomnia | 7 (3.2)a | 63 (11.2)b | 53 (16.7)b | 10 (2.4)a |
Schizophrenia | 1 (0.5)a | 1 (0.2)a | 1 (0.3)a | 0 (0)a |
Substance use disorders | 0 (0)a | 2 (0.4)a | 3 (0.9)a | 0 (0)a |
PROMIS Global Physical Health, mean (s.d.) | 15.8 (2.1)a | 10.2 (1.9)b | 10.5 (2.3)b | 14.5 (1.7)c |
PROMIS Global Mental Health, mean (s.d.) | 15.4 (2.7)a | 11.2 (2.7)b | 10.8 (3.0)b | 15.2 (2.4)a |
PROMIS Physical Function SF10a, mean (s.d.) | 45.8 (4.5)a | 25.6 (8.5)b | 34.3 (8.6)c | 36.4 (9.5)d |
PROMIS Fatigue 4a score, mean (s.d.) | 7.2 (2.4)a | 13.7 (3.2)b | 13.8 (3.3)b | 8.0 (2.3)c |
Cluster 1 (n = 219) . | Cluster 2 (n = 564) . | Cluster 3 (n = 318) . | Cluster 4 (n = 422) . | |
---|---|---|---|---|
Female, n (%) | 189 (86.3)a | 358 (63.5)b | 288 (90.6)a | 258 (61.1)b |
Age, mean (SD) | 44 (13)a | 66 (10)b | 45 (12)a | 66 (9)b |
BM, n (%) | 10 (4.6)a | 330 (58.5)b | 44 (13.8)c | 156 (37)d |
CM, n (%) | 4 (1.8)a | 153 (27.1)b | 27 (8.5)c | 31 (7.3)c |
Ethnicity, n (%) | ||||
Caucasian (White) | 115 (52.5)a | 502 (89)b | 192 (60.4)a | 386 (91.5)b |
Asian | 59 (26.9)a | 2 (0.4)b | 52 (16.4)c | 8 (1.9)b |
African American | 10 (4.6)a | 26 (4.6)a | 15 (4.7)a | 12 (2.8)a |
Hispanic | 13 (5.9)a, b | 15 (2.7)b, c | 28 (8.8)a | 7 (1.7)c |
Very high HDI, n (%) | 176 (80.4)a | 557 (98.8)b | 277 (87.1)a | 419 (99.3)b |
Asthma | 9 (4.1)a | 119 (21.1)b | 50 (15.7)b, c | 46 (10.9)c |
CKD | 3 (1.4)a | 28 (5)a | 12 (3.8)a | 11 (2.6)a |
CLD | 2 (0.9)a | 16 (2.8)a | 5 (1.6)a | 5 (1.2)a |
COPD | 3 (1.4)a | 44 (7.8)b | 7 (2.2)a | 8 (1.9)a |
ILD | 40 (18.3)a | 93 (16.5)a | 55 (17.3)a | 73 (17.3)a |
IHD | 0 (0)a | 88 (15.6)b | 7 (2.2)a | 27 (6.4)c |
DM | 5 (2.3)a | 130 (23)b | 13 (4.1)a | 59 (14)c |
Epilepsy | 0 (0)a | 6 (1.1)a | 3 (0.9)a | 0 (0)a |
Dyslipidaemia | 9 (4.1)a | 220 (39)b | 27 (8.5)a | 123 (29.1)c |
HIV-AIDS | 1 (0.5)a | 5 (0.9)a | 1 (0.3)a | 1 (0.2)a |
Hypertension | 12 (5.5)a | 289 (51.2)b | 34 (10.7)a | 164 (38.9)c |
Stroke | 0 (0)a | 19 (3.4)b | 1 (0.3)a | 7 (1.7)a,b |
Tuberculosis | 0 (0)a | 5 (0.9)a | 3 (0.9)a | 0 (0)a |
Organ transplant | 1 (0.5) | 2 (0.4) | 0 (0) | 0 (0) |
Others | 2 (0.9)a | 70 (12.4)b | 9 (2.8)a | 43 (10.2)b |
MHDs, n (%) | 39 (17.8)a | 241 (42.7)b | 176 (55.3)c | 61 (14.5)a |
Anxiety | 25 (11.4)a | 146 (25.9)b | 117 (36.8)c | 34 (8.1)a |
Bipolar disorder | 1 (0.5)a,b | 6 (1.1)a,b | 8 (2.5)b | 1 (0.2)a |
Depression | 15 (6.8)a | 153 (27.1)b | 108 (34)b | 28 (6.6)a |
Eating disorder | 5 (2.3)a, b | 4 (0.7)b,c | 11 (3.5)a | 0 (0)a |
Insomnia | 7 (3.2)a | 63 (11.2)b | 53 (16.7)b | 10 (2.4)a |
Schizophrenia | 1 (0.5)a | 1 (0.2)a | 1 (0.3)a | 0 (0)a |
Substance use disorders | 0 (0)a | 2 (0.4)a | 3 (0.9)a | 0 (0)a |
PROMIS Global Physical Health, mean (s.d.) | 15.8 (2.1)a | 10.2 (1.9)b | 10.5 (2.3)b | 14.5 (1.7)c |
PROMIS Global Mental Health, mean (s.d.) | 15.4 (2.7)a | 11.2 (2.7)b | 10.8 (3.0)b | 15.2 (2.4)a |
PROMIS Physical Function SF10a, mean (s.d.) | 45.8 (4.5)a | 25.6 (8.5)b | 34.3 (8.6)c | 36.4 (9.5)d |
PROMIS Fatigue 4a score, mean (s.d.) | 7.2 (2.4)a | 13.7 (3.2)b | 13.8 (3.3)b | 8.0 (2.3)c |
Each superscript letter indicates a subset of the four groups analysed for which the means or proportions showed no difference at a significance level of 0.05. BM: basic multimorbidity; CM: complex multimorbidity; HDI: Human Development Index; MHD: mental health disorder; PROMIS: Patient-Reported Outcome Measurement Information System.
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