Introduction
Methods
Study setting and participants
Study instruments
Sociodemographic and asset index forms
Health history and treatment characteristics
Clinical characteristics
Instrument translation and cross-cultural adaptation
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For the medication adherence scale, it was observed that some participants were hesitant to talk about their medication adherence. Since data collection was conducted within the clinic setting, we presume they feared the clinic personnel would be informed of their non-adherence if disclosed. In the final version of this scale, the following introductory statement was added re-emphasizing confidentiality as explained in the consent information sheet: ‘The following 4 questions will ask about your adherence to antiretroviral medication. Be assured that the information you give will be treated with utmost confidentiality and will be used for this research only. Your information will not be shared with anyone else here at the clinic, so feel free to talk’.
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For JPPPE and HIV stigma scale, it was observed that some participants could not comprehend all the response options read out to them. In administering the final versions, all research assistants were instructed to break down the response options into simpler options such as ‘do you agree or not agree (or additionally for JPPPE ‘are neutral’) with this question’ and depending with a participant’s response, further probe would follow e.g. ‘do you strongly agree or simply agree’.
Sample size and study power estimation
Study procedures
Statistical analyses
Results
Sample characteristics
Sociodemographic | Mean/N SD/% | |
---|---|---|
Age – years, mean, SD | 42.7 | 9.7 |
Sex – Female | 356 | 79.1% |
Marital status | ||
Never married | 57 | 12.7% |
Married/cohabiting | 196 | 43.6% |
Separated/Divorced/Widowed | 197 | 43.8% |
Education | ||
None | 123 | 27.3% |
Primary | 239 | 53.1% |
Secondary | 66 | 14.7% |
Tertiary | 22 | 4.9% |
Employment | ||
Unemployed/student | 269 | 59.8% |
Formally employed | 53 | 11.8% |
Self-employed | 117 | 26.0% |
Other | 11 | 2.4% |
Currently living with | ||
Alone | 69 | 15.3% |
Family | 371 | 82.4% |
Relative/friend | 10 | 2.2% |
Asset index score a – mean, SD | 1.2 | 1.4 |
Health characteristics | ||
Currently smoking – Yes, missing = 1 | 44 | 9.8% |
Current use of khat – Yes | 20 | 4.4% |
Current alcohol use – Yes, missing = 1 | 51 | 11.4% |
Any current chronic illness? -Yes | 37 | 8.2% |
Clinical characteristics | ||
BMI – kg/m2, mean SD, missing = 4 | 22.4 | 4.8 |
2nd line cART regimen, missing = 4 | 21 | 4.7% |
Viral load > 1000copies/mL, missing = 145 | 40 | 13.1% |
WHO clinical stage, missing = 5 | ||
Stage 1 | 417 | 93.7% |
Stage 2 | 22 | 4.9% |
Stage 3 | 3 | 0.7% |
Stage 4 | 3 | 0.7% |
Months since HIV diagnosis – mean, SD | 96.8 | 50.2 |
Months since cART initiation – mean, SD | 81.8 | 47.1 |
Treatment characteristics | ||
HIV status disclosure – No | 27 | 6.0% |
Any current opportunistic infection? - Yes | 83 | 18.4% |
Self-reported cART adherence | ||
High | 417 | 92.7% |
Medium/Low | 33 | 7.3% |
Clinic accessibility – No, missing = 2 | 62 | 13.8% |
Satisfaction with current care – No, missing = 1 | 19 | 4.2% |
Participants’ scores on study instruments
Measure | Score range | Total sample N = 450 | Male n = 94 | Female n = 356 |
---|---|---|---|---|
FAHI scale | ||||
Physical wellbeing sub-scale | 0–40 | 30.86 (9.19) | 33.78 (8.03) | 30.09 (9.33) |
Emotional wellbeing sub-scale | 0–40 | 31.98 (8.42) | 33.03 (7.39) | 31.71 (8.65) |
Functional Global wellbeing sub-scale | 0–52 | 44.96 (7.05) | 45.89 (5.46) | 44.72 (7.04) |
Social wellbeing sub-scale | 0–32 | 25.70 (6.25) | 27.18 (4.88) | 25.31 (6.51) |
Cognitive function sub-scale | 0–12 | 9.48 (2.84) | 9.87 (2.67) | 9.38 (2.88) |
Overall scale | 0–176 | 142.98 (24.56) | 149.76 (19.75) | 141.20 (25.41) |
PHQ-9 - median (IQR) | 0–27 | 3 (1–7) | 2 (0–6) | 3 (1–7) |
JPPPE | 5–25 | 22.4 (3.3) | 22.3 (3.4) | 22.5 (3.3) |
12-item HIV-stigma scale | 12–48 | 28.4 (7.7) | 26.6 (7.4) | 28.9 (7.7) |
Psychometric properties of the study instruments
Correlates of HRQoL among adults receiving cART, coastal Kenya
Independent variables | β-coefficient (95% CI) of HRQoL domains and overall scale as dependent variables | ||||||
---|---|---|---|---|---|---|---|
N | Physical wellbeing domain | Emotional wellbeing domain | Functional Global wellbeing domain | Social wellbeing domain | Cognitive function domain | Overall HRQoL | |
Age | 450 | −0.03 (− 0.12, 0.06) | 0.11** (0.03, 0.19) | 0.10*** (0.03, 0.17) | 0.07** (0.01, 0.13) | 0.01 (−0.02, 0.03) | 0.27** (0.03, 0.50) |
Sex | 450 | ||||||
Female | Ref | Ref | Ref | Ref | Ref | Ref | |
Male | 3.69*** (1.62, 5.77) | 1.33* (−0.59,3.24) | 1.17* (− 0.43, 2.78) | 1.87** (0.46, 3.29) | 0.49* (− 0.15, 1.14) | 8.56*** (3.01, 14.10) | |
Marital status | 450 | ||||||
Married/cohabiting | Ref | Ref | Ref | Ref | Ref | Ref | |
Separated/divorced/widowed | −.165* (−3.47, 0.17) | −2.32** (− 3.98, − 0.67) | −1.87** (− 3.25, − 0.48) | −1.70** (− 2.93, − 0.48) | − 0.25 (− 0.81, 0.32) | −7.79*** (− 12.60, − 2.98) | |
Never married | 0.18 (− 2.53, 2.90) | − 3.07** (− 5.54, − 0.61) | −2.84** (− 4.91, − 0.77) | − 3.06** (− 4.88, − 1.24) | − 0.66* (− 1.50, 0.18) | −9.45** (− 16.63, − 2.27) | |
Education | 450 | ||||||
Tertiary | Ref | Ref | Ref | Ref | Ref | Ref | |
Secondary | −2.88 (− 7.25, 1.50) | − 2.02 (−6.09, 2.06) | 0.68 (− 2.74, 4.10) | − 0.11 (− 3.13, 2.92) | 0.26 (− 1.12, 1.63) | − 4.06 (− 15.91, 7.79) | |
Primary | −4.17** (−8.13, − 0.21) | − 1.36 (− 5.04, 2.33) | 1.09 (− 2.00, 4.19) | 0.65 (− 2.09, 3.39) | 0.49 (− 0.75, 1.74) | − 3.30** (− 14.02, 7.42) | |
None | −7.00** (− 11.12, − 2.89) | −2.66* (− 6.49, 1.17) | 0.38 (− 2.83, 3.59) | 0.02 (− 2.83, 2.87) | 0.01 (− 1.29, 1.29) | − 9.26* (− 20.40, 1.88) | |
Employment | 450 | ||||||
Formally employed | Ref | Ref | Ref | Ref | Ref | Ref | |
Self-employed | −1.25 (− 4.22, 1.72) | − 0.70 (− 3.45, 2.04) | − 0.04 (− 2.33, 2.26) | 0.32 (− 1.70, 2.35) | 0.26 (− 0.67, 1.19) | −1.41 (− 9.38, 6.56) | |
Other forms of employment | − 0.10 (− 6.04, 5.84) | 1.42 (− 4.07, 6.92) | 0.52 (− 4.07, 5.11) | 4.96** (0.91, 9.01) | 0.95 (− 0.90, 2.80) | 7.75 (− 8.20, 23.71) | |
Unemployed | −3.35** (− 6.05, − 0.66) | − 0.44 (− 2.94, 2.05) | −1.33 (− 3.41, 0.75) | 0.01 (− 1.83, 1.84) | − 0.04 (− 0.88, 0.80) | − 5.16* (− 12.39, 2.08) | |
Currently living with | 450 | ||||||
Family | Ref | Ref | Ref | Ref | Ref | Ref | |
Relative/friend | −1.22 (−7.02, 4.58) | −.191 (− 5.48, 5.10) | 0.80 (−3.65, 5.24) | − 1.79 (− 5.71, 2.13) | − 0.90 (− 2.69, 0.88) | −3.31 (− 18.77, 12.15) | |
Alone | 0.43 (− 1.94, 2.80) | −1.99* (− 4.15, 0.18) | −1.02 (− 2.83, 0.80) | −1.66** (− 3.26, − 0.05) | − 0.66** (− 1.39, 0.07) | − 4.90* (− 11.22, 1.43) | |
Socioeconomic asset index | 450 | 0.79** (0.17, 1.41) | 0.10 (− 0.47, 0.67) | 0.46* (− 0.02, 0.94) | 0.55** (0.13, 0.98) | 0.07 (− 0.13, 0.26) | 1.96** (0.31, 3.62) |
Currently smoking | 449 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | −1.34 (− 4.20, 1.53) | − 0.67 (−3.30, 1.96) | − 0.48 (− 2.68, 1.73) | − 0.23 (− 2.18, 1.73) | − 0.27 (− 1.15, 0.61) | −2.98 (− 10.65, 4.69) | |
Current khat use | 450 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | 3.55* (−0.57, 7.67) | 3.16* (− 0.62, 6.93) | 1.61 (−1.56, 4.78) | 0.47 (−2.34, 3.28) | − 0.03 (− 1.31, 1.24) | 8.75 (− 2.27, 19.78) | |
Current alcohol use | 449 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | 1.59 (−1.10, 4.27) | −0.11 (− 2.58, 2.36) | 0.54 (− 1.52, 2.61) | − 0.40 (− 2.23, 1.43) | 0.05 (− 0.78, 0.88) | 1.68 (− 5.52, 8.87) | |
Disclosure | 450 | ||||||
Yes | Ref | Ref | Ref | Ref | Ref | Ref | |
No | −2.61* (−6.19, 0.97) | −6.44*** (−9.67, −3.21) | −4.06*** (− 6.79, −1.33) | −5.04*** (− 7.43, − 2.64) | −0.36 (− 1.46, 0.75) | −18.50*** (− 27.94, − 9.06) | |
Clinic accessible | 448 | ||||||
Yes | Ref | Ref | Ref | Ref | Ref | Ref | |
No | −3.39** (−5.85, −0.94) | − 3.05** (− 5.30, − 0.80) | −3.09*** (−4.96, −1.21) | − 2.20** (− 3.86, − 0.53) | −1.43*** (− 2.18, − 0.67) | −13.15*** (− 19.66, − 6.64) | |
Satisfaction with current care | 449 | ||||||
Satisfied | Ref | Ref | Ref | Ref | Ref | Ref | |
Not satisfied | −1.48 (− 5.71, 2.76) | −0.91 (−4.80, 2.97) | − 4.21** (−7.44, − 0.98) | −4.19*** (− 7.05, − 1.33) | − 0.17 (− 1.49, 1.14) | −10.97* (− 22.27, 0.32) | |
Any current opportunistic infection | 450 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | −3.30*** (−5.47, −1.12) | −4.01*** (− 5.99, −2.03) | − 1.37* (− 3.06, 0.31) | −0.25 (− 1.74, 1.24) | − 0.27 (− 0.95, 0.41) | −9.20*** (− 15.01, − 3.39) | |
Any current chronic illness | 450 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | −2.45* (−5.53, 0.66) | −0.77 (− 3.62, 2.06) | −0.46 (− 2.84, 1.92) | −1.23 (− 3.34, 0.87) | − 0.26 (− 1.22, 0.70) | −5.17 (− 13.45, 3.11) | |
Depressive symptom | 450 | ||||||
No | Ref | Ref | Ref | Ref | Ref | Ref | |
Yes | − 12.85*** (− 15.02, − 10.69) | −12.21*** (− 14.17, − 10.25) | −6.82*** (− 8.61, − 5.03) | − 2.66*** (−4.32, − 1.00) | − 3.20*** (− 3.90, − 2.49) | −37.75*** (− 43.35, − 32.15) | |
HIV stigma | 450 | − 0.37*** (− 0.47, − 0.26) | − 0.54*** (− 0.62, − 0.45) | −0.20*** (− 0.28, − 0.11) | −0.22*** (− 0.29, − 0.15) | −0.11*** (− 0.14, − 0.07) | −1.42*** (− 1.69, − 1.16) |
Duration since HIV diagnosis | 450 | − 0.01 (− 0.03, 0.01) | 0.01* (− 0.01, 0.03) | −0.01 (− 0.02, 0.01) | −0.01 (− 0.01, 0.01) | −0.01 (− 0.01, 0.01) | − 0.01 (− 0.05, 0.04) |
Duration on cART | 450 | 0.01 (−.01, 0.02) | 0.02** (0.01, 0.04) | −0.01 (− 0.02, 0.01) | 0.01 (− 0.01, 0.01) | −0.01 (− 0.01, 0.01) | 0.02 (− 0.02, 0.07) |
cART regimen | 446 | ||||||
First line | Ref | Ref | Ref | Ref | Ref | Ref | |
Second line | −1.14 (− 5.19, 2.90) | − 4.24** (− 7.93, − 0.55) | 1.01 (− 2.08, 4.11) | 0.98 (− 1.78, 3.73) | − 0.72 (− 1.97, 0.53) | −4.11 (− 14.93, 6.71) | |
ART adherence | 450 | ||||||
High | Ref | Ref | Ref | Ref | Ref | Ref | |
Medium/ Low | −4.92*** (− 8.15, −1.68) | − 5.02*** (−7.97, − 2.06) | −1.66* (− 4.17, 0.84) | 0.85 (− 1.37, 3.07) | −1.40*** (− 2.41, −0.40) | −12.15*** (− 20.81, − 3.48) | |
Viral Load | 305 | ||||||
≤1000 copies | Ref | Ref | Ref | Ref | Ref | Ref | |
> 1000 copies | −0.15 (− 3.12, 2.83) | −1.65 (−4.39, 1.09) | − 2.18* (− 4.57, 0.21) | 0.48 (− 1.66, 2.63) | −0.74* (− 1.71, 0.23) | −4.24 (− 12.29, 3.81) | |
WHO staging | 445 | ||||||
Stage 1 | Ref | Ref | Ref | Ref | Ref | Ref | |
Stage 2 | −0.83 (−4.80, 3.13) | −1.24 (− 4.87, 2.39) | −2.37* (− 5.40, 0.65) | 0.90 (− 1.80, 3.60) | 0.62 (− 0.60, 1.84) | − 2.92 (− 13.51, 7.67) | |
Stage 3 | 4.17 (− 6.38, 14.67) | 5.08 (− 4.54, 14.70) | 3.61 (− 4.40, 11.62) | 4.40 (− 2.74, 11.55) | 0.87 (− 2.37, 4.10) | 18.13 (−9.92, 46.17) | |
Stage 4 | 2.17 (−8.34, 12.67) | 5.41 (− 4.20, 15.03) | 1.28 (− 6.73, 9.29) | 0.07 (−7.08, 7.22) | − 2.13 (− 5.37, 1.10) | 6.79 (− 21.25, 34.84) | |
Physician empathy | 450 | 0.37** (0.11, 0.62) | 0.31** (0.07, 0.54) | 0.73*** (0.54, 0.91) | 0.68*** (0.52, 0.84) | 0.15*** (0.07, 0.23) | 2.23*** (1.58, 2.89) |
BMI | 446 | 0.29*** (0.11, 0.46) | 0.20** (0.04, 0.36) | 0.23*** (0.10, 0.37) | 0.04 (−0.08, 0.17) | 0.04 (−0.02, 0.09) | 0.80*** (0.33, 1.27) |
Independent variables | β-coefficient (95% CI) of HRQoL domains and full-scale as dependent variables | |||||
---|---|---|---|---|---|---|
Physical wellbeing domain | Emotional wellbeing domain | Functional Global wellbeing domain | Social wellbeing | Cognitive function domain | Overall HRQoL | |
Age | 0.08** (0.02, 0.14) | |||||
Sex | ||||||
Female | Ref | Ref | Ref | Ref | ||
Male | 3.24** (1.45, 5.03) | 1.67* (0.25, 3.08) | 2.25** (0.96, 3.53) | 9.60** (5.46, 13.74) | ||
Currently living with | ||||||
Family | Ref | Ref | Ref | Ref | ||
Relative/friend | 2.95 (−1.03, 6.93) | −0.98 (−4.46, 2.50) | −0.18 (− 1.77, 1.41) | 5.95 (−5.09, 16.99) | ||
Alone | −2.05* (−3.67, −0.43) | −1.95** (−3.39, − 0.52) | −0.83* (− 1.48, − 0.18) | −6.93** (− 11.47, − 2.39) | ||
Disclosure | ||||||
Yes | Ref | Ref | Ref | Ref | ||
No | −4.36** (−6.88, − 1.83) | −3.62** (− 6.02, − 1.21) | −3.96** (− 6.15, − 1.77) | −15.55** (− 22.50, −8.60) | ||
Clinic accessible | ||||||
Yes | Ref | Ref | Ref | |||
No | −1.88* (−3.39, −0.38) | −0.97** (− 1.66, − 0.28) | −8.23** (− 13.11, − 3.35) | |||
Any current opportunistic infection | ||||||
No | Ref | Ref | ||||
Yes | −2.76** (−4.27, −1.24) | −4.54* (−8.80, −0.27) | ||||
Depressive symptom | ||||||
No | Ref | Ref | Ref | Ref | Ref | |
Yes | −11.09** (−13.25, −8.94) | −9.99** (− 11.73, − 8.24) | −6.22** (−7.89, −4.56) | −2.65** (−3.35, − 1.95) | −30.23** (− 35.16, − 25.30) | |
HIV stigma | −0.22** (− 0.31, − 0.12) | −0.40** (− 0.48, − 0.32) | −0.16** (− 0.22, − 0.09) | −0.07** (− 0.10, − 0.04) | −0.86** (− 1.08, − 0.64) | |
Duration on cART | 0.01* (0.01, 0.03) | |||||
Physician empathy | 0.24* (0.03, 0.46) | 0.67** (0.50, 0.85) | 0.60** (0.44, 0.76) | 0.10** (0.03, 0.17) | 1.59** (1.09, 2.09) | |
BMI | 0.26** (0.11, 0.41) | 0.23** (0.11, 0.35) | 0.66** (0.32, 1.01) | |||
n of the final model | 446 | 450 | 446 | 448 | 448 | 445 |
R-squared for the final model | 30.9% | 45.8% | 25.9% | 23.8% | 23.1% | 51.5% |