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 | 0.99 (0.48–2.03) | 0.990 | 3.03 (0,79–11.57) | 0.098* | ||
Moderate = 3 | 3.74 (1.52–9.22) | 0.004*** | |||||
Weak = 4 | 2.88 (0.89–9.27) | 0.077* | |||||
Control variables | |||||||
Socio-demographic variables | |||||||
Age (40–59 years = 1) | |||||||
18–25 | 2.33 (1.49–3.65) | 0.000*** | 2.47 (2.04–2.99) | 0.000*** | 2.49 (1.87–3.31) | 0.000*** | |
26–39 | 1.64 (0.50–5.40) | 0.418 | 1.57 (0.51–4.88) | 0.433 | 1.55 (0.49–4.84) | 0.448 | |
60 + | 0.82 (0.56–1.21) | 0.323 | 0.74 (0.54–1.01) | 0.056* | 0.75 (0.54–1,04) | 0.085* | |
Income3 (Low = 1) | |||||||
Medium | 0.77 (0.22–2.67) | 0.684 | 0.85 (0.31–2.31) | 0.753 | 0.84 (0.32–2.20) | 0.727 | |
High | 0.57 (0.11–2.85) | 0.495 | 0.72 (0.19–2.63) | 0.621 | 0.72 (0.19–2.59) | 0.613 | |
Gender (Male = 1) | |||||||
Female | 0.52 (0.30–0.89) | 0.018** | 0.51 (0.30–0.85) | 0.009** | 0.51 (0.31–0.85) | 0.010** | |
Education (no formal edu = 1) | |||||||
Primary education | 0.84 (0.84–0.85) | 0.000*** | 0.82 (0.81–0.84) | 0.000*** | 0.82 (0.77–0.88) | 0.000*** | |
Secondary educ. + | 0.72 (0.68–0.77) | 0.000*** | 0.69 (0.55–0.86) | 0.001*** | 0.68 (0.54–0.86) | 0.001*** | |
Household size (1–3 = 1) | |||||||
4–6 | 1.02 (0.67–1.56) | 0.926 | 0.96 (0.63–1.46) | 0.862 | 0.96 (0.67–1.39) | 0.846 | |
7–9 | 0.85 (0.43–1.65) | 0.622 | 0.86 (0.41–1.79) | 0.682 | 0.86 (0.45–1.62) | 0.632 | |
10 + | 0.74 (0.47–1.16) | 0.184 | 0.87 (0.47–1.62) | 0.654 | 0.71 (0.41–1.85) | 0.708 | |
Marital status (unmarried = 1) | |||||||
Married | 0.75 (0.49–1.14) | 0.178 | 0.73 (0.47–1.12) | 0.156 | 0.73 (0.47–1.15) | 0.173 | |
Health-related variables | |||||||
EQ-5D | 2.62 (0.23–0.45) | 0.441 | 2.34 (0.17–33.12) | 0.529 | 2.34 (0.18–30.78) | 0.517 | |
Fear of sickness (No = 1) | |||||||
Yes | 1.43 (0.41–4.96) | 0.572 | 1.41 (0.44–4.47) | 0.560 | 1.42 (0.45–4.52) | 0.551 | |
Chronic diseases (No = 1) | |||||||
Yes | 0.81 (0.69–0.95) | 0.010*** | 0.82 (0.80–0.85) | 0.000*** | 0.82 (0.77–0.87) | 0.000*** | |
Perception variables | |||||||
Quality of care | 0.68 (0.53–0.87) | 0.003*** | 0.64 (0.47–0.88) | 0.007*** | 0.64 (0.46–0.89) | 0.009*** | |
Benefit-premium ratio | 0.93 (0.85–1.01) | 0.065* | 0.93 (0.86–1.01) | 0.066* | 0.93 (0.87–0.99) | 0.039** | |
Premium affordability | 0.89 (0.43–1.86) | 0.766 | 0.89 (0.43–1.85) | 0.765 | 0.89 (0.43–1.85) | 0.766 | |
Scheme leader trust | 0.47 (0.24–0.88) | 0.020** | 0.46 (0.27–0.79) | 0.005*** | 0.46 (0.27–0.78) | 0.004*** | |
Traditional healers | 1.84 (1.19–2.84) | 0.006*** | 1.96 (1.37–2.79) | 0.000*** | 1.95 (1.39–2.73) | 0.000*** |