Statistical analysis for WTA. Two-part model
| WTA – first part (Prob WTA = 0) | WTA – second part (WTA > 0) | |||
|---|---|---|---|---|
| WTA Marginal effects (SE)1 | Marginal effects (SE) High WTA2 | Marginal effects (SE) Medium WTA3 | Marginal effects (SE) Low WTA4 | |
| (a) Without considering “zero protest” responses | ||||
| Female | −0.006 (0.046) | 0.017 (0.026) | 0.000 (0.003) | −0.017 (0.026) |
| Age (medium) | 0.211 (0.067)*** | −0.012 (0.030) | −0.000 (0.002) | 0.012 (0.030) |
| Age (high) | 0.146 (0.059)*** | −0.032 (0.037) | −0.000 (0.005) | 0.032 (0.037) |
| Granada | −0.158 (0.049)*** | 0.145 (0.032)*** | 0.001 (0.026) | −0.145 (0.032)*** |
| Severe burden | −0.159 (0.049)*** | 0.007 (0.026) | 0.000 (0.001) | −0.007 (0.027) |
| High caregiving hours | 0.143 (0.047)*** | 0.047 (0.026)* | 0.000 (0.008) | −0.047 (0.026)* |
| High HRQoL | −0.006 (0.052) | – | – | – |
| Medium education | −0.015 (0.064) | 0.053 (0.036) | 0.000 (0.009) | −0.053 (0.037) |
| High education | −0.018 (0.065) | 0.091 (0.037)** | 0.000 (0.016) | −0.091 (0.038)** |
| High social support | – | 0.052 (0.031)* | 0.000 (0.009) | −0.052 (0.031)* |
| N = 520 LR Chi2 = 58.85 R2 = 0.0824 McFadden’s Adj R2: 0.054 Cragg–Uhler (Nagelkerke) R2: 0.143 | N = 291 LR Chi2 = 38.05 R2 = 0.1025 McFadden’s Adj R2: 0.043 Cragg–Uhler (Nagelkerke) R2: 0.170 | |||
| WTA – first part | WTA – second part | |||
|---|---|---|---|---|
| WTA | Marginal effects (SE) | Marginal effects (SE) | Marginal effects (SE) | |
| Female | −0.006 (0.046) | 0.017 (0.026) | 0.000 (0.003) | −0.017 (0.026) |
| Age (medium) | 0.211 (0.067) | −0.012 (0.030) | −0.000 (0.002) | 0.012 (0.030) |
| Age (high) | 0.146 (0.059) | −0.032 (0.037) | −0.000 (0.005) | 0.032 (0.037) |
| Granada | −0.158 (0.049) | 0.145 (0.032) | 0.001 (0.026) | −0.145 (0.032) |
| Severe burden | −0.159 (0.049) | 0.007 (0.026) | 0.000 (0.001) | −0.007 (0.027) |
| High caregiving hours | 0.143 (0.047) | 0.047 (0.026) | 0.000 (0.008) | −0.047 (0.026) |
| High HRQoL | −0.006 (0.052) | – | – | – |
| Medium education | −0.015 (0.064) | 0.053 (0.036) | 0.000 (0.009) | −0.053 (0.037) |
| High education | −0.018 (0.065) | 0.091 (0.037) | 0.000 (0.016) | −0.091 (0.038) |
| High social support | – | 0.052 (0.031) | 0.000 (0.009) | −0.052 (0.031) |
| WTA – first part (Prob WTA = 0) | WTA – second part (WTA > 0) | |||
| WTA Marginal effects (SE)1 | Marginal effects (SE) High WTA2 | Marginal effects (SE) Medium WTA3 | Marginal effects (SE) Low WTA4 | |
| (b) Predicted “zero protest” values were considered | ||||
| Female | 0.002 (0.044) | 0.007 (0.023) | 0.000 (0.001) | −0.007 (0.023) |
| Age (medium) | 0.158 (0.065)** | −0.032 (0.032) | −0.000 (0.004) | 0.025 (0.032) |
| Age (high) | 0.113(0.057)* | −0.007 (0.027) | −0.000 (0.001) | 0.007 (0.027) |
| Granada | −0.142 (0.046)*** | 0.123 (0.026)*** | 0.002 (0.023) | −0.125 (0.028)*** |
| Severe burden | −0.154 (0.046)*** | 0.034 (0.022) | 0.000 (0.006) | −0.034 (0.022) |
| High caregiving hours | 0.171 (0.042)*** | 0.050 (0.028)* | 0.008 (0.009) | −0.051 (0.028)* |
| High HRQoL | −0.002 (0.049) | – | – | – |
| Medium education | −0.005 (0.060) | 0.010 (0.023) | 0.000 (0.001) | −0.010 (0.023) |
| High education | −0.036 (0.060) | 0.050 (0.031) | 0.000 (0.009) | −0.051 (0.032) |
| High social support | – | 0.077 (0.032)** | 0.001 (0.014) | −0.079 (0.033)* |
| N = 562 LR Chi2 = 57.80 R2 = 0.0760 McFadden’s Adj R2: 0.050 Cragg–Uhler (Nagelkerke) R2: 0.132 | N = 333 LR Chi2 = 36.69 R2 = 0.0945 McFadden’s Adj R2: 0.038 Cragg–Uhler (Nagelkerke) R2: 0.152 | |||
| WTA – first part | WTA – second part | |||
| WTA | Marginal effects (SE) | Marginal effects (SE) | Marginal effects (SE) | |
| Female | 0.002 (0.044) | 0.007 (0.023) | 0.000 (0.001) | −0.007 (0.023) |
| Age (medium) | 0.158 (0.065) | −0.032 (0.032) | −0.000 (0.004) | 0.025 (0.032) |
| Age (high) | 0.113(0.057) | −0.007 (0.027) | −0.000 (0.001) | 0.007 (0.027) |
| Granada | −0.142 (0.046) | 0.123 (0.026) | 0.002 (0.023) | −0.125 (0.028) |
| Severe burden | −0.154 (0.046) | 0.034 (0.022) | 0.000 (0.006) | −0.034 (0.022) |
| High caregiving hours | 0.171 (0.042) | 0.050 (0.028) | 0.008 (0.009) | −0.051 (0.028) |
| High HRQoL | −0.002 (0.049) | – | – | – |
| Medium education | −0.005 (0.060) | 0.010 (0.023) | 0.000 (0.001) | −0.010 (0.023) |
| High education | −0.036 (0.060) | 0.050 (0.031) | 0.000 (0.009) | −0.051 (0.032) |
| High social support | – | 0.077 (0.032) | 0.001 (0.014) | −0.079 (0.033) |
Notes:
First part outcome: “1” whether WTA = 0, “0” whether WTA > 0; second part Outcome: only positive values for WTA; 2WTA > 15; 35<WTA<=15. 40<WTA≤5. High HRQL >0.85 points. Severe burden with Zarit score ≥55 points; N (%); *p < 0.1; **p < 0.05 and ***p < 0.01
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