Background
Methods
Study design
Study design and setting
Ethics
Procedure for recruitment, data collection and analysis
Data management and entry
Results
Sample description
Facility | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A | B | C | D | E | F | G | H | J | K | L | M | ||
N
|
109
|
111
|
120
|
120
|
125
|
111
|
107
|
105
|
112
|
107
|
102
|
107
| |
Gender (% female)
| 68.8 | 74.8 | 65.8 | 72.5 | 70.4 | 57.7 | 78.5 | 64.8 | 60.7 | 61.7 | 71.6 | 72.0 | |
Mean age (range)
| 33.0 (18-69) | 38.6 (21-63) | 33.9 (18-59) | 33.5 (18-58) | 34.8 (19-58) | 33.7 (18-60) | 37.8 (18-70) | 38.8 (21-66) | 32.1 (18-53) | 33.7 (22-67) | 34.9 (18-55) | 33.0 (19-61) | |
Education
| None | 5.6 | 2.7 | 1.7 | 5.0 | 2.4 | 0.9 | 25.2 | 14.3 | 4.5 | 3.7 | 6.9 | 8.4 |
Began primary | 69.4 | 54.1 | 55.8 | 50.0 | 40.8 | 54.1 | 53.3 | 57.1 | 35.7 | 58.0 | 37.3 | 53.3 | |
Began secondary | 22.2 | 38.7 | 30.8 | 37.5 | 46.4 | 37.8 | 20.6 | 25.7 | 48.2 | 26.2 | 39.2 | 27.1 | |
Diploma | 1.9 | 3.6 | 10.8 | 7.5 | 7.2 | 6.3 | 0.9 | 1.0 | 6.3 | 10.3 | 13.7 | 8.4 | |
Degree | 0.9 | 0.9 | 0.8 | 0 | 3.2 | 0.9 | 0 | 1.9 | 5.4 | 1.9 | 2.9 | 2.8 | |
Wealth quintile
| Poorest | 39.5 | 2.7 | 5.0 | 1.7 | 15.2 | 37.3 | 80.4 | 43.8 | 2.7 | 3.7 | 5.9 | 19.6 |
Middle poor | 32.1 | 27.0 | 25.8 | 3.3 | 14.4 | 24.6 | 6.5 | 47.6 | 4.5 | 10.3 | 8.8 | 26.2 | |
Middle | 19.3 | 33.3 | 15.8 | 15.0 | 33.6 | 19.1 | 10.3 | 4.8 | 19.6 | 23.4 | 15.7 | 27.1 | |
Middle wealthy | 8.3 | 19.8 | 21.7 | 28.3 | 21.6 | 12.7 | 1.9 | 2.9 | 42.9 | 30.8 | 30.4 | 17.8 | |
Wealthiest | 0.9 | 17.1 | 31.7 | 51.7 | 15.2 | 6.4 | 0.9 | 1.0 | 30.4 | 31.8 | 39.2 | 9.4 | |
Has a CD4 test result on file (%)
| 88.1 | 91.0 | 85.8 | 99.2 | 90.4 | 89.2 | 100.0 | 41.0 | 50.4 | 46.7 | 90.2 | 33.6 | |
CD4 count (%)
|
N
| 96 | 101 | 103 | 116 | 113 | 99 | 107 | 43 | 57 | 50 | 92 | 36 |
0-100
| 16.7 | 2.0 | 29.1 | 27.6 | 13.3 | 15.2 | 9.4 | 9.3 | 12.3 | 16.0 | 20.7 | 8.3 | |
101-200
| 15.6 | 19.8 | 19.4 | 19.8 | 17.7 | 24.2 | 30.8 | 7.0 | 10.5 | 20.0 | 16.3 | 13.9 | |
201-350
| 28.1 | 37.6 | 20.4 | 21.6 | 29.2 | 21.2 | 36.5 | 30.2 | 22.8 | 36.0 | 22.8 | 36.1 | |
351+
| 39.6 | 40.6 | 31.1 | 31.0 | 39.8 | 39.4 | 23.4 | 53.5 | 54.4 | 28.0 | 40.2 | 41.7 | |
Newly diagnosed (%)
| 36.7 | 2.7 | 63.3 | 54.2 | 19.2 | 35.1 | 0 | 17.1 | 70.8 | 25.2 | 34.3 | 29.0 | |
Taking ART (%)
| 66.7 | 67.6 | 8.3 | 40.0 | 56.5 | 31.5 | 91.6 | 36.2 | 8.9 | 14.0 | 38.2 | 60.7 | |
Has a carer (%)
| 8.3 | 9.0 | 15.8 | 12.5 | 14.4 | 10.8 | 98.1 | 3.8 | 13.4 | 3.7 | 19.7 | 9.4 | |
ECOG
| 0 | 56.0 | 74.8 | 80.0 | 75.0 | 58.4 | 71.2 | 20.6 | 79.1 | 82.1 | 51.4 | 43.1 | 23.4 |
1 | 33.9 | 22.5 | 19.2 | 20.8 | 34.4 | 20.7 | 37.4 | 19.1 | 9.8 | 43.9 | 45.1 | 63.6 | |
2 | 9.2 | 2.7 | 0.8 | 4.2 | 6.4 | 7.2 | 38.3 | 0 | 4.5 | 2.8 | 8.8 | 8.4 | |
3 or 4 | 0.9 | 0 | 0 | 0 | 0.8 | 0.9 | 3.7 | 1.9 | 3.6 | 1.9 | 2.9 | 4.7 | |
Mean number of care components received during study (SD)
| 15.5 (6.0) | 11.5 (6.2) | 8.4 (4.9) | 15.8 (6.7) | 10.1 (5.8) | 9.9 (5.1) | 23.9 (4.2) | 22.0 (6.3) | 13.0 (6.4) | 13.8 (3.9) | 20.1 (4.1) | 16.0 (4.3) |
Descriptive outcomes
A | B | C | D | E | F | G | H | J | K | L | M | All | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean mental health score (SD)
| 47.0 (10.1) | 49.7 (8.2) | 47.5 (10.2) | 48.4 (9.5) | 49.5 (9.7) | 46.4 (8.6) | 42.6 (7.3) | 40.3 (8.9) | 43.9 (10.6) | 47.0 (9.4) | 47.7 (9.3) | 43.9 (9.6) |
46.2 (9.7)
| |
Mean physical health score (SD)
| 43.1 (12.8) | 49.5 (9.2) | 47.4 (11.6) | 46.7 (11.8) | 47.1 (9.6) | 42.6 (11.2) | 37.9 (9.7) | 38.5 (12.3) | 49.0 (11.4) | 45.8 (10.9) | 46.7 (12.5) | 42.8 (10.7) |
44.9 (11.7)
| |
POS: Mean total patient score (SD)
| 22.6 (5.5) | 22.1 (4.9) | 20.9 (5.5) | 22.4 (4.9) | 20.6 (5.1) | 22.0 (5.8) | 21.3 (4.9) | 19.2 (4.4) | 19.7 (4.3) | 20.0 (5.5) | 19.6 (4.5) | 19.1 (5.3) |
20.8 (5.2)
| |
Pain (%)
| Moderate | 47.7 | 43.2 | 35.8 | 31.7 | 53.6 | 47.8 | 71.0 | 68.6 | 33.9 | 38.3 | 51.0 | 59.8 |
48.2
|
Severe | 8.3 | 6.3 | 4.2 | 8.3 | 14.4 | 6.3 | 15.9 | 18.1 | 2.7 | 14.0 | 2.9 | 15.0 |
9.7
| |
Symptoms
| Moderate | 36.7 | 26.1 | 40.8 | 20.8 | 33.6 | 35.1 | 58.9 | 50.4 | 35.7 | 48.6 | 36.3 | 36.5 |
38.1
|
Severe | 4.6 | 1.8 | 0.8 | 3.3 | 4.0 | 1.8 | 9.4 | 4.8 | 0.9 | 9.4 | 2.0 | 8.4 |
4.2
| |
Worry
| Moderate | 22.9 | 20.7 | 30.0 | 29.2 | 30.4 | 32.4 | 57.0 | 61.0 | 42.9 | 16.8 | 42.2 | 35.5 |
34.9
|
Severe | 17.4 | 9.0 | 10.0 | 11.7 | 9.6 | 9.9 | 15.0 | 16.2 | 13.4 | 24.3 | 6.9 | 14.0 |
13.0
| |
Difficulty sharing feelings
| Moderate | 31.2 | 27.0 | 24.2 | 19.2 | 21.6 | 21.6 | 31.8 | 32.4 | 32.1 | 27.1 | 65.7 | 33.6 |
30.2
|
Severe | 47.7 | 49.6 | 66.7 | 60.8 | 55.2 | 45.1 | 6.5 | 15.2 | 61.6 | 40.2 | 33.3 | 31.8 |
43.5
| |
Difficulty finding life worthwhile
| Moderate | 15.6 | 14.4 | 20.0 | 12.5 | 16.8 | 13.5 | 23.4 | 59.1 | 31.3 | 20.6 | 36.3 | 43.0 |
25.1
|
Severe | 3.7 | 23.4 | 10.0 | 9.2 | 12.8 | 21.6 | 0.9 | 17.1 | 11.6 | 6.5 | 7.8 | 22.4 |
12.3
| |
Lack of peace
| Moderate | 28.4 | 21.6 | 30.8 | 30.0 | 28.0 | 22.5 | 42.1 | 62.9 | 48.2 | 21.5 | 49.0 | 45.8 |
35.6
|
Severe | 11.0 | 13.5 | 15.8 | 13.3 | 26.4 | 13.5 | 33.6 | 23.8 | 23.2 | 33.6 | 11.8 | 34.6 |
21.1
| |
Need for help/advice
| Moderate | 22.9 | 22.5 | 14.2 | 17.5 | 27.2 | 47.8 | 48.6 | 31.4 | 14.3 | 21.5 | 32.4 | 34.6 |
27.7
|
Severe | 36.7 | 59.5 | 69.2 | 52.5 | 51.2 | 36.9 | 10.3 | 41.9 | 77.7 | 71.0 | 65.7 | 44.9 |
51.6
|
Bivariate analysis
Mental health score | Physical health score | Total patient POS score | |||||
---|---|---|---|---|---|---|---|
Mean (95% CIs) | Test result | Mean (95% CIs) | Test result | Mean (95% CIs) | Test result | ||
Gender
| Male | 46.6 (45.7-47.5) | t = 0.94, p = 0.347 | 44.1 (42.9-45.2) | t = -1.64, p = 0.101 | 21.0 (20.5-21.6) | F = 1.15, p = 0.284 |
Female | 46.1 (45.4-46.7) | 45.2 (44.5-46.0) | 20.7 (20.4-21.0) | ||||
Age group
| 18-29 | 46.3 (45.2-47.3) | F = 1.11, p = 0.348 | 45.9 (44.7-47.1) | F = 2.64, p = 0.032 | 20.7 (20.2-21.2) | F = 1.71, p = 0.146 |
30-39 | 45.9 (45.1-46.7) | 45.1 (44.2-46.1) | 20.5 (20.1-20.9) | ||||
40-49 | 46.4 (45.3-47.5) | 43.3 (41.8-44.7) | 21.3 (20.7-21.9) | ||||
50-59 | 48.2 (46.4-50.1) | 43.7 (41.1-46.2) | 21.6 (20.6-22.5) | ||||
60-70 | 44.5 (40.3-48.7) | 42.0 (39.1-44.9) | 22.1 (19.0-25.2) | ||||
Wealth quintile
| Poorest | 43.1 (42.1-44.2) | F = 14.41, p < 0.001 | 40.2 (38.8041.5) | F = 25.26, p < 0.001 | 20.8 (20.1-21.4) | F = 2.48, p = 0.042 |
Middle poor | 45.3 (44.1-46.6) | 42.9 (41.5-44.4) | 20.4 (19.8-21.0) | ||||
Middle | 46.4 (45.2-47.5) | 45.2 (43.8-46.5) | 20.6 (19.9-21.2) | ||||
Middle wealthy | 47.7 (46.6-48.8) | 47.6 (46.3-48.8) | 20.6 (20.0-21.2) | ||||
Wealthiest | 48.8 (47.6-50.0) | 48.7 (47.3-50.1) | 21.7 (21.1-22.3) | ||||
Education
| None | 43.6 (41.6-45.5) | F = 4.65, p = 0.003 | 41.0 (38.5-43.5) | F = 5.65, p < 0.001 | 19.6 (18.5-20.7) | F = 5.31, p = 0.001 |
Began primary | 46.1 (45.4-46.9) | 44.4 (43.5-45.2) | 20.7 (20.3-21.0) | ||||
Began secondary | 46.3 (45.4-47.2) | 45.9 (44.9-46.9) | 20.9 (20.4-21.4) | ||||
Diploma+ | 48.7 (47.1-50.3) | 46.7 (44.2-49.1) | 22.4 (21.4-23.3) | ||||
ART
| Yes | 46.4 (45.7-47.2) | t = -0.62, p = 0.536 | 44.0 (44.7-46.4) | t = 2.34, p = 0.020 | 21.3 (20.9-21.8) | F = 10.59, p = 0.001 |
No | 46.1 (45.4-46.8) | 45.5 (43.1-44.9) | 20.4 (20.0-20.8) | ||||
Newly diagnosed
| Yes | 46.4 (45.5-47.3) | t = -0.46, p = 0.648 | 46.3 (45.1-47.4) | t = -3.09, p = 0.002 | 20.8 (20.4-21.3) | F = 0.01, p = 0.936 |
No | 46.2 (45.5-46.8) | 44.2 (43.4-44.9) | 20.8 (20.5-21.1) | ||||
Has a carer
| Yes | 43.5 (42.4-44.7) | t = 4.82, p < 0.001 | 39.9 (38.3-41.4) | t = 7.48, p < 0.001 | 21.2 (20.5-21.8) | F = 1.50, p = 0.220 |
No | 46.8 (46.3-47.4) | 46.0 (45.3-46.6) | 20.7 (20.4-21.0) | ||||
Functional status
| 0 | 49.0 (48.4-49.7) | F = 72.73, p < 0.001 | 49.7 (49.0-50.4) | F = 197.63, p < 0.001 | 21.8 (21.5-22.2) | F = 32.01, p < 0.001 |
1 | 43.1 (42.2-43.9) | 39.8 (38.8-40.8) | 19.6 (19.1-20.1) | ||||
2 | 39.4 (38.0-40.9) | 31.7 (30.0-33.5) | 18.1 (17.1-19.1) | ||||
3/4 | 35.7 (33.2-38.2) | 24.3 (20.9-27.7) | 17.7 (15.7-19.7) | ||||
Has a CD4 test result on file
| Yes | 46.9 (46.3-47.4) | t = -4.16, p < 0.001 | 45.1 (44.4-45.8) | t = -1.41, p = 0.159 | 21.0 (20.7-21.3) | F = 7.10, p = 0.008 |
No | 44.3 (43.2-45.4) | 44.1 (42.7-45.4) | 20.1 (19.6-20.7) | ||||
CD4 count
| 0-100 | 49.0 (48.2-49.9) | F = 8.33, p < 0.001 | 44.5 (43.3-45.6) | F = 25.41, p < 0.001 | 20.7 (19.9-21.5) | F = 0.38, p = 0.769 |
101-200 | 50.4 (49.8-51.1) | 47.6 (46.8-48.4) | 21.2 (20.4-21.9) | ||||
201-350 | 51.4 (50.8-51.9) | 49.8 (49.2-50.4) | 21.2 (20.6-21.8) | ||||
351-max | 51.3 (50.9-51.8) | 50.5 (50.0-51.0) | 21.0 (20.5-21.5) | ||||
Pain
| Low | 50.1 (49.4-50.8) | F = 99.40, p < 0.001 | 51.3 (50.5-52.1) | F = 217.20, p < 0.001 | ||
Moderate | 44.2 (43.5-44.9) | 41.4 (40.5-42.2) | |||||
Severe | 39.8 (38.0-41.6) | 34.4 (32.6-36.3) | |||||
Symptoms
| Low | 48.8 (48.2-49.5) | F = 78.98, p < 0.001 | 49.2 (48.4-49.9) | F = 165.51, p < 0.001 | ||
Moderate | 43.2 (42.4-43.9) | 39.7 (38.8-40.7) | |||||
Severe | 38.6 (36.0-41.2) | 32.3 (29.5-35.1) | |||||
Worry
| Low | 49.9 (49.2-50.5) | F = 136.9, p < 0.0016 | 47.9 (47.1-48.6) | F = 54.81, p < 0.001 | ||
Moderate | 43.5 (42.7-44.3) | 42.4 (41.3-43.5) | |||||
Severe | 39.1 (37.6-40.7) | 39.6 (37.9-41.3) | |||||
Sharing feelings
| Low | 45.4 (44.4-46.4) | F = 6.10, p = 0.002 | 41.9 (40.7-43.2) | F = 41.51, p < 0.001 | ||
Moderate | 45.5 (44.6-46.4) | 42.8 (41.6-43.9) | |||||
Severe | 47.3 (46.5-48.1) | 48.1 (47.2-48.9) | |||||
Finds life worthwhile
| Low | 48.1 (47.5-48.8) | F = 49.89, p < 0.001 | 46.0 (45.2-46.8) | F = 12.06, p < 0.001 | ||
Moderate | 42.3 (41.3-43.2) | 42.3 (41.1-43.5) | |||||
Severe | 44.6 (43.0-46.2) | 44.3 (42.4-46.1) | |||||
Peace
| Low | 51.0 (50.3-51.7) | F = 169.79, p < 0.001 | 48.1 (47.2-49.0) | F = 49.65, p < 0.001 | ||
Moderate | 43.9 (43.1-44.7) | 43.6 (42.5-44.6) | |||||
Severe | 40.3 (39.2-41.4) | 40.3 (38.9-41.7) | |||||
Help and advice
| Low | 48.6 (47.5-49.7) | F = 10.27, p < 0.001 | 45.3 (43.9-46.7) | F = 5.30, p = 0.005 | ||
Moderate | 45.8 (44.8-46.7) | 43.2 (42.0-44.4) | |||||
Severe | 45.6 (44.8-46.3) | 45.6 (44.7-46.4) |
Multivariable analysis
Mental health score | Physical health score | POS score | ||||
---|---|---|---|---|---|---|
Coefficient (95% CIs) | p | Coefficient (95% CIs) | p | Coefficient (95% CIs) | p | |
Age
| -0.05 (-1.08,0.01) | 0.079 | ||||
Wealth quintile
| 0.91 (0.48,1.33) | <0.001 | 1.14 (0.65,1.64) | <0.001 | 0.16 (-0.08,0.39) | 0.192 |
Functional status
| -5.27 (-5.99,-4.56) | <0.001 | -8.58 (-9.46,-7.70) | <0.001 | -2.06 (-2.46,-1.66) | <0.001 |
Newly diagnosed
| -0.08 (-1.47,1.30) | 0.907 | ||||
Has a carer
| -1.13 (-2.63,0.37) | 0.141 | -1.97 (-3.72,-0.23) | 0.027 | ||
CD4 count
| 1.61 (1.08,2.14) | <0.001 | ||||
Education
| 0.07 (-0.60,0.74) | 0.838 | 0.11 (-0.69,0.92) | 0.783 | 0.63 (0.25,1.00) | 0.001 |
Using ART
| 1.00 (-0.29,2.23) | 0.128 | 0.94 (0.34,1.53) | 0.002 |