From: The role of risk preferences: voluntary health insurance in rural Tanzania
Benchmark model 2 (Kagaigai et al., 2023) [35] | Model 2:RP4 | Model 2:RP2 | |||||
---|---|---|---|---|---|---|---|
Variables | RRR (95%CI) | P > z | RRR (95%CI) | P > z | RRR (95%CI) | P > z | |
Base outcome (currently insured) | |||||||
Risk aversion | |||||||
RP4 (Strong = 1) | RP2 (High = 1) | ||||||
Medium = 2 | Low = 2 | 1.27 (0.86–1.85) | 0.223 | 1.89 (1.38–2.61) | 0.000*** | ||
Moderate = 3 | 2.76 (1.20–6.33) | 0.017** | |||||
Weak = 4 | 1.72 (0.99–2.97) | 0.053* | |||||
CONTROL VARIABLES | |||||||
Socio-demographic variables | |||||||
Age (40–59 years = 1) | |||||||
18–25 | 0.58 (0.21–1.59) | 0.289 | 0.58 (0.23–1.46) | 0.246 | 0.60 (0.22–1.65) | 0.321 | |
26–39 | 1.07 (0.52–2.22) | 0.852 | 1.07 (0.49–2.29) | 0.863 | 1.06 (0.52–2.14) | 0.879 | |
60 + | 0.66 (0.39–1.10) | 0.112 | 0.62 (0.43–0.89) | 0.011** | 0.63 (0.41–0.97) | 0.036** | |
Income3 (Low = 1) | |||||||
Medium | 0.64 (0.60–0.69) | 0.000*** | 0.73 (0.69–0.77) | 0.000*** | 0.72 (0.71–0.72) | 0.000*** | |
High | 0.38 (0.15–0.93) | 0.033** | 0.51(0.41–0.65) | 0.000*** | 0.51 (0.41–0.63) | 0.000*** | |
Gender (Male = 1) | |||||||
Female | 0.93 (0.48–1.82) | 0.838 | 0.91 (0.45–1.84) | 0.791 | 0.91 (0.46–1.82) | 0.797 | |
Education (no formal education = 1) | |||||||
Primary education | 1.10 (1.08–1.12) | 0.000*** | 1.06 (1.05–1.08) | 0.000*** | 1.07 (1.05–1.09) | 0.000*** | |
Secondary educ. + | 0.82 (0.67–1.01) | 0.056* | 0.81 (0.58–1.13) | 0.223 | 0.79 (0.59–1.08) | 0.149 | |
Household size (1–3 = 1) | |||||||
4–6 | 0.97 (0.64–1.46) | 0.885 | 0.95 (0.64–1.39) | 0.768 | 0.95 (0.65–1.39) | 0.8 | |
7–9 | 0.99 (0.36–2.79) | 0.998 | 1.03 (0.36–2.88) | 0.968 | 1.03 (0.38–2.77) | 0.96 | |
10 + | 0.99 (0.40–2.50) | 0.994 | 1.12 (0.43–2.85) | 0.831 | 1.09 (0.49–2.42) | 0.824 | |
Marital status (unmarried = 1) | |||||||
Married | 0.90 (0.51–1.59) | 0.723 | 0.91 (0.49–1.67) | 0.749 | 0.89 (0.50–1.60) | 0.716 | |
Health-related variables | |||||||
EQ-5D | 1.43 (0.47–4.31) | 0.53 | 1.44 (0.55–3.79) | 0.462 | 1.42 (0.53–3.81) | 0.49 | |
Fear of sickness (No = 1) | |||||||
Yes | 1.08 (0.90–1.29) | 0.421 | 1.07 (0.79–1.44) | 0.681 | 1.09 (0.82–1.45) | 0.548 | |
Chronic diseases (No = 1) | |||||||
Yes | 0.58 (0.34–0.99) | 0.045** | 0.58 (0.33–0.97) | 0.047** | 0.58 (0.33–1.02) | 0.057* | |
Perception variables | |||||||
Quality of care | 0.86 (0.81–0.91) | 0.000*** | 0.83 (0.76–0.91) | 0.000*** | 0.83 (0.75–0.92) | 0.000*** | |
Benefit-premium ratio | 1.16 (0.85–1.60) | 0.345 | 1.16 (0.86–1.57) | 0.328 | 1.17 (0.85–1.61) | 0.342 | |
Premium affordability | 0.69 (0.51–0.95) | 0.021** | 0.69 (0.50–0.96) | 0.029** | 0.69 (0.51–0.96) | 0.026** | |
Scheme leader trust | 0.76 (0.55–1.06) | 0.094* | 0.76 (0.59–0.97) | 0.03** | 0.75 (0.57–0.98) | 0.040** | |
Traditional healers | 1.20 (1.18–1.23) | 0.000*** | 1.25 (1.24–1.27) | 0.000*** | 1.25 (1.16–1.34) | 0.000*** |