Research Article
Determinants of Higher-Risk Sexual Behavior in Some Selected African Countries
Table 4
Adjusted hazard ratio of respondents practicing H-RSB from country specific pooled dataset.
| Country | Ghana | Kenya | Lesotho | Malawi | Namibia | Nigeria | Rwanda |
| Variables | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) |
| Age group | 15–19 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 20–24 | 0.46 (0.22–1.00) | 1.30 (0.96–1.77) | 1.41 (0.93–2.15) | 0.67 (0.44–1.01) | 2.07 (1.41–3.04) | 1.05 (0.6–1.85) | 0.32 (0.1–0.96) | 25–29 | 0.56 (0.28–1.12) | 1.20 (0.84–1.7) | 2.04 (1.36–3.07) | 0.64 (0.43–0.96) | 2.02 (1.35–3.02) | 1.10 (0.65–1.89) | 0.41 (0.14–1.2) | 30–34 | 0.52 (0.26–1.05) | 1.26 (0.88–1.81) | 2.48 (1.65–3.74) | 0.84 (0.57–1.26) | 1.78 (1.14–2.76) | 1.40 (0.82–2.38) | 0.56 (0.19–1.63) | 35–39 | 0.53 (0.26–1.06) | 1.29 (0.89–1.87) | 2.19 (1.44–3.33) | 0.68 (0.45–1.02) | 1.46 (0.9–2.36) | 1.73 (1.02–2.94) | 0.47 (0.16–1.4) | 40–44 | 0.56 (0.28–1.12) | 1.04 (0.72–1.51) | 2.15 (1.41–3.28) | 0.73 (0.48–1.11) | 1.48 (0.89–2.45) | 2.00 (1.18–3.4) | 0.48 (0.16–1.43) | 45–49 | 0.56 (0.27–1.12) | 1.13 (0.77–1.67) | 2.1 (1.36–3.26) | 0.82 (0.53–1.27) | 1.40 (0.82–2.36) | 2.16 (1.27–3.65) | 0.59 (0.19–1.77) | 50–54 | 0.66 (0.32–1.35) | 1.20 (0.81–1.79) | 1.30 (0.71–2.38) | 0.61 (0.38–0.99) | 2.28 (1.21–4.31) | 1.92 (1.1–3.36) | 0.58 (0.19–1.75) | 55–59 | 0.60 (0.29–1.25) | | 1.41 (0.76–2.64) | | 1.25 (0.43–3.65) | 2.30 (1.31–4.02) | 0.63 (0.21–1.94) | 60–64 | | | | | 2.65 (0.6–11.64) | | |
| Sex | Male | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Female | 0.01 (0–0.04) | 0.21 (0.16–0.27) | 0.42 (0.32–0.55) | 0.04 (0.01–0.22) | 0.20 (0.14–0.28) | 0.05 (0.03–0.08) | 0.06 (0.05–0.09) |
| Religion | Christians | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Islam | 0.85 (0.67–1.08) | 1.52 (1.22–1.91) | 0.32 (0.06–1.62) | 1.41 (1.13–1.75) | | 0.90 (0.65–1.24) | 1.24 (0.68–2.23) | Traditional | 1.16 (0.93–1.44) | | 1.02 (0.7–1.51) | 1.59 (1.12–2.24) | | 3.25 (0.45–23.33) | 1.15 (0.42–3.16) | No religion | 0 (0–0) | 1.81 (1.45–2.24) | 1.54 (0.9–2.63) | | 0.74 (0.51–1.06) | | 2.05 (1.03–4.05) | Other religion | 1.62 (1.2–2.2) | | | | 1.75 (0.75–4.06) | | 0.95 (0.22–4.17) |
| Marital status | Never married | | 1.00 (reference) | | | 1.00 (reference) | | | Married | 1.00 (reference) | 2.33 (1.81–2.98) | 1.00 (reference) | 1.00 (reference) | 1.46 (1.1–1.95) | 1.00 (reference) | 1.00 (reference) | Cohabiting | 1.46 (1.16–1.83) | 2.71 (1.79–4.09) | 1.36 (0.9–2.06) | 0.94 (0.75–1.18) | 1.73 (1.31–2.29) | 1.13 (0.89–1.44) | 2.18 (1.76–2.69) | Widowed | | 1.77 (1.04–3) | | | 0.44 (0.12–1.62) | | | Divorced | | 1.41 (0.85–2.34) | | | 1.76 (0.63–4.89) | | | Separated | | 2.71 (1.91–3.83) | | | 2.13 (1.36–3.34) | | |
| Educational level | No education | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Primary | 1.17 (0.89–1.53) | 0.85 (0.68–1.06) | 1.03 (0.8–1.32) | 1.11 (0.88–1.42) | 0.80 (0.6–1.08) | 0.96 (0.86–1.09) | 1.07 (0.82–1.41) | Secondary | 1.08 (0.84–1.4) | 0.74 (0.57–0.97) | 0.92 (0.69–1.24) | 0.89 (0.66–1.21) | 0.62 (0.45–0.86) | 0.96 (0.84–1.1) | 0.84 (0.53–1.32) | Higher | 0.73 (0.49–1.1) | 0.81 (0.59–1.12) | 0.76 (0.47–1.23) | 0.67 (0.36–1.25) | 0.79 (0.49–1.27) | 0.70 (0.58–0.86) | 0.68 (0.27–1.72) |
| Employment status | Not working | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Working | 0.98 (0.6–1.59) | 1.51 (1.2–1.9) | 1.32 (1.15–1.52) | 1.17 (0.92–1.48) | 1.29 (1.04–1.61) | 1.12 (0.93–1.34) | 1.05 (0.62–1.77) |
| Wealth index | Poorest | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | — | 1.00 (reference) | 1.00 (reference) | Poorer | 1.02 (0.78–1.33) | 0.82 (0.68–0.99) | 0.91 (0.75–1.1) | 1.06 (0.85–1.31) | | 0.92 (0.82–1.03) | 1.42 (1.02–1.98) | Middle | 1.18 (0.87–1.59) | 0.84 (0.7–1.02) | 0.71 (0.57–0.87) | 1.02 (0.83–1.26) | | 0.76 (0.66–0.87) | 1.35 (0.97–1.88) | Richer | 1.29 (0.91–1.82) | 0.87 (0.7–1.06) | 0.64 (0.51–0.81) | 1.08 (0.86–1.35) | | 0.73 (0.62–0.86) | 1.14 (0.81–1.61) | Richest | 1.62 (1.11–2.36) | 0.92 (0.72–1.17) | 0.62 (0.46–0.85) | 1.09 (0.85–1.41) | | 0.65 (0.53–0.79) | 1.25 (0.84–1.86) |
| Residence | Rural | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Urban | 0.79 (0.63–1) | 1.15 (0.99–1.34) | 0.88 (0.71–1.09) | 0.75 (0.58–0.96) | 1.02 (0.82–1.28) | 0.80 (0.72–0.90) | 1.03 (0.76–1.4) |
| Resides with spouse/partner | No | 1.00 (reference) | — | 1.00 (reference) | 1.00 (reference) | — | 1.00 (reference) | 1.00 (reference) | Yes | 0.9 (0.73–1.11) | — | 0.79 (0.69–0.9) | 1.08 (0.81–1.43) | | 1.19 (1.01–1.41) | 0.76 (0.5–1.15) |
| First sex | Above 18 years | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Below 18 years | 1.74 (1.47–2.06) | 2.15 (1.85–2.50) | 1.50 (1.31–1.72) | 1.46 (1.27–1.68) | 1.99 (1.62–2.44) | 1.55 (1.41–1.70) | 2.13 (1.69–2.67) |
| Circumcision | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | — | Yes | 1.2 (0.84–1.71) | 0.72 (0.58–0.91) | 1.21 (0.91–1.59) | 1.04 (0.86–1.26) | 1.26 (0.89–1.79) | 1.23 (0.70–2.16) | |
| Knows HIV status | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | — | 1.00 (reference) | 1.00 (reference) | Yes | 1.12 (0.92–1.37) | 1.08 (0.93–1.25) | 0.93 (0.79–1.1) | 1.01 (0.84–1.2) | | 0.86 (0.76–0.97) | 1.05 (0.72–1.52) |
| Heard about AIDS | No | 1.00 (reference) | — | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | — | Yes | 1.87 (0.55–6.35) | — | 3.89 (0.58–26.11) | 1.74 (0.58–5.19) | 5.29 (0.75–37.45) | 1.35 (1.04–1.75) | |
| Comprehensive knowledge | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Yes | 0.96 (0.8–1.16) | 1.07 (0.92–1.24) | 0.90 (0.77–1.06) | 1.12 (0.98–1.29) | 1.21 (0.94–1.57) | 0.96 (0.88–1.05) | 1.04 (0.83–1.3) |
| Reads newspaper/magazine | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Yes | 1 (0.81–1.24) | 1.01 (0.88–1.16) | 0.99 (0.84–1.18) | 1.15 (0.98–1.34) | 0.74 (0.58–0.94) | 1.08 (0.96–1.21) | 1.09 (0.85–1.39) |
| Listens to radio | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Yes | 0.92 (0.63–1.35) | 1.05 (0.81–1.35) | 1.05 (0.89–1.23) | 1.14 (0.94–1.37) | 1.09 (0.80–1.48) | 1.01 (0.90–1.14) | 1.05 (0.69–1.6) |
| Watches television | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Yes | 1.06 (0.85–1.32) | 0.99 (0.86–1.15) | 1.15 (0.96–1.38) | 1.15 (0.99–1.34) | 1.01 (0.79–1.29) | 1.12 (0.99–1.25) | 1.08 (0.86–1.35) |
| Period | One | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | Two | 0.50 (0.24–1.10) | 0.50 (0.33–0.77) | 0.58 (0.47–0.72) | 0.92 (0.60–1.41) | 0.54 (0.37–0.80) | 0.84 (0.47–1.53) | 1.51 (0.74–3.09) | Three | 0.71 (0.34–1.51) | 0.51 (0.33–0.80) | 0.54 (0.43–0.68) | 1.39 (0.90–2.14) | 0.56 (0.36–0.87) | 1.48 (0.81–2.67) | 1.48 (0.72–3.06) |
| Country | Uganda | Zambia | Zimbabwe | | | | | Variables | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | Adjusted hazard ratio, aHR (95% CI) | | | | | Age group | | | | | 15–19 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | 20–24 | 0.64 (0.45–0.92) | 0.76 (0.48–1.22) | 0.8 (0.48–1.35) | | | | | 25–29 | 0.67 (0.48–0.95) | 0.91 (0.58–1.44) | 0.66 (0.40–1.10) | | | | | 30–34 | 0.72 (0.51–1.02) | 0.89 (0.57–1.41) | 0.61 (0.37–1.02) | | | | | 35–39 | 0.71 (0.5–1.01) | 0.96 (0.61–1.52) | 0.55 (0.33–0.91) | | | | | 40–44 | 0.72 (0.5–1.02) | 0.89 (0.56–1.42) | 0.47 (0.28–0.78) | | | | | 45–49 | 0.69 (0.48–1) | 0.82 (0.51–1.31) | 0.49 (0.29–0.83) | | | | | 50–54 | 0.73 (0.5–1.07) | 0.88 (0.54–1.42) | 0.45 (0.26–0.78) | | | | | 55–59 | | 0.76 (0.46–1.25) | | | | | |
| Sex | | | | | Male | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Female | 0.04 (0.01–0.14) | 0.06 (0.05–0.08) | 0.04 (0.01–0.10) | | | | |
| Religion | | | | | Christians | 1.00 (reference) | — | 1.00 (reference) | | | | | Islam | 1.46 (1.25–1.7) | | 1.42 (0.85–2.37) | | | | | Traditional | | | 1.29 (1.05–1.58) | | | | | No religion | | | 1.16 (1.02–1.32) | | | | | Other religion | 1.01 (0.63–1.6) | | 0.42 (0.1–1.71) | | | | |
| Marital status | | | | | Never married | | | | | | | | Married | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Cohabiting | 1.25 (1.12–1.39) | 1.10 (0.7–1.73) | 1.25 (0.91–1.71) | | | | | Widowed | | | | | | | | Divorced | | | | | | | | Separated | | | | | | | |
| Educational level | | | | | No education | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Primary | 1.34 (1.08–1.68) | 1.16 (0.95–1.42) | 0.73 (0.48–1.11) | | | | | Secondary | 1.23 (0.96–1.57) | 1.17 (0.94–1.46) | 0.74 (0.48–1.13) | | | | | Higher | 1.02 (0.76–1.38) | 0.74 (0.54–1) | 0.71 (0.44–1.14) | | | | |
| Employment status | | | | | Not working | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Working | 1.07 (0.82–1.39) | 0.98 (0.84–1.15) | 1.19 (1.03–1.37) | | | | |
| Wealth index | | | | | Poorest | 1.00 (reference) | — | 1.00 (reference) | | | | | Poorer | 1.03 (0.88–1.2) | | 0.98 (0.83–1.16) | | | | | Middle | 1.15 (0.98–1.35) | | 1.01 (0.85–1.21) | | | | | Richer | 1.17 (0.99–1.37) | | 0.83 (0.67–1.03) | | | | | Richest | 1.02 (0.84–1.24) | | 0.75 (0.57–0.99) | | | | |
| Residence | | | | | Rural | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Urban | 0.83 (0.71–0.97) | 0.67 (0.59–0.77) | 1.09 (0.89–1.33) | | | | | Resides with spouse/partner | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1.16 (0.97–1.4) | 0.86 (0.67–1.1) | 1.05 (0.89–1.25) | | | | |
| First sex | | | | | Above 18 years | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Below 18 years | 1.52 (1.38–1.67) | 1.48 (1.34–1.63) | 1.80 (1.61–2.01) | | | | |
| Circumcision | | | | | No | 1.00 (reference) | — | 1.00 (reference) | | | | | Yes | 0.94 (0.83–1.07) | | 1.12 (0.94–1.33) | | | | |
| Knows HIV status | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1 (0.89–1.13) | 0.98 (0.88–1.1) | 0.85 (0.75–0.97) | | | | |
| Heard about AIDS | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1.5 (0.41–5.43) | 0.61 (0.16–2.4) | 1.00 (0.42–2.39) | | | | |
| Comprehensive knowledge | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 0.93 (0.84–1.03) | 1.05 (0.95–1.16) | 1.08 (0.97–1.21) | | | | |
| Reads newspaper/magazine | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1.05 (0.93–1.17) | 1.14 (1.02–1.29) | 1.17 (1.03–1.33) | | | | |
| Listens to radio | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1.06 (0.88–1.28) | 0.93 (0.82–1.05) | 1.05 (0.92–1.20) | | | | |
| Watches television | | | | | No | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Yes | 1.24 (1.1–1.38) | 1.21 (1.08–1.35) | 1.14 (1.00–1.29) | | | | |
| Period | | | | | One | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | | | | | Two | 0.96 (0.83–1.12) | 0.60 (0.42–0.86) | 1.29 (1.11– 1.50) | | | | | Three | 1.04 (0.91–1.20) | 0.65 (0.45–0.95) | 1.73 (1.48– 2.02) | | | | |
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. . . CI, confidence interval; P, probability value. values were calculated using Cox proportional hazard with constant time of weighted data. |