Statistical analysis for WTP. Two-part model
| WTP – first part (Prob WTP = 0) | WTP – second part (WTP > 0) | |||
|---|---|---|---|---|
| WTP Marginal effect (SE)1 | Marginal effect (SE) High WTP2 | Marginal effect (SE) Medium WTP3 | Marginal effect (SE) Low WTP4 | |
| (a) Without considering “zero protest” and “economic zero” responses | ||||
| Female | −0.049 (0.049) | 0.029 (0.0462) | 0.001 (0.003) | −0.030 (0.049) |
| Age (medium) | 0.055 (0.063) | 0.104 (0.060)* | 0.006 (0.007) | −0.110 (0.064)* |
| Age (high) | 0.119 (0.063)* | −0.106 (0.056)* | −0.006 (0.069) | 0.112 (0.059)* |
| Coping with caring (negative) | −0.223 (0.103)** | 0.007 (0.096) | 0.000 (0.006) | −0.008 (0.102) |
| Formal services at home | 0.221 (0.064)*** | 0.056 (0.057) | 0.035 (0.004) | −0.060 (0.061) |
| High caregiving hours | 0.082 (0.050) | 0.142 (0.046)*** | 0.008 (0.008) | −0.151 (0.048)*** |
| High social support | 0.112 (0.062)* | 0.059 (0.058) | 0.003 (0.004) | −0.062 (0.062) |
| Medium household income | −0.127 (0.055)** | 0.024 (0.053) | 0.001 (0.003) | −0.026 (0.056) |
| High household income | −0.118 (0.067)* | 0.192 (0.061)*** | 0.011 (0.012) | −0.204 (0.067)*** |
| Granada | 0.190 (0.517)*** | −0.162 (0.051)*** | −0.010 (0.009) | 0.172 (0.053)*** |
| High HRQoL | – | 0.068 (0.050) | 0.004 (0.005) | −0.072 (0.053) |
| N = 468 LR Chi2 = 47.05 R2 = 0.0725 McFadden’s Adj R2: 0.051 Cragg–Uhler (Nagelkerke) R2: 0.146 | N = 232 LR Chi2 = 63.04 R2 = 0.1239 McFadden’s Adj R2: 0.073 Cragg–Uhler (Nagelkerke) R2: 0.268 | |||
| WTP – first part | WTP – second part | |||
|---|---|---|---|---|
| WTP | Marginal effect (SE) | Marginal effect (SE) | Marginal effect (SE) | |
| Female | −0.049 (0.049) | 0.029 (0.0462) | 0.001 (0.003) | −0.030 (0.049) |
| Age (medium) | 0.055 (0.063) | 0.104 (0.060) | 0.006 (0.007) | −0.110 (0.064) |
| Age (high) | 0.119 (0.063) | −0.106 (0.056) | −0.006 (0.069) | 0.112 (0.059) |
| Coping with caring (negative) | −0.223 (0.103) | 0.007 (0.096) | 0.000 (0.006) | −0.008 (0.102) |
| Formal services at home | 0.221 (0.064) | 0.056 (0.057) | 0.035 (0.004) | −0.060 (0.061) |
| High caregiving hours | 0.082 (0.050) | 0.142 (0.046) | 0.008 (0.008) | −0.151 (0.048) |
| High social support | 0.112 (0.062) | 0.059 (0.058) | 0.003 (0.004) | −0.062 (0.062) |
| Medium household income | −0.127 (0.055) | 0.024 (0.053) | 0.001 (0.003) | −0.026 (0.056) |
| High household income | −0.118 (0.067) | 0.192 (0.061) | 0.011 (0.012) | −0.204 (0.067) |
| Granada | 0.190 (0.517) | −0.162 (0.051) | −0.010 (0.009) | 0.172 (0.053) |
| High HRQoL | – | 0.068 (0.050) | 0.004 (0.005) | −0.072 (0.053) |
| WTP – first part (Prob WTP = 0) | WTP – second part (WTP > 0) | |||
| WTP Marginal effect (SE)1 | Marginal effect (SE) High WTP2 | Marginal effect (SE) Medium WTP3 | Marginal effect (SE) Low WTP4 | |
| (b) Predicted “zero protest” and “economics zero” were considered | ||||
| Female | −0.034 (0.047) | 0.019 (0.041) | 0.001 (0.003) | −0.018 (0.044) |
| Age (medium) | 0.037 (0.061) | 0.078 (0.054) | 0.005 (0.006) | −0.084 (0.058) |
| Age (high) | 0.102 (0.061)* | −0.099 (0.051)* | −0.007 (0.007) | 0.106 (0.055)* |
| Coping with caring (negative) | −0.213 (0.094)** | −0.019 (0.083) | 0.001 (0.006) | 0.021 (0.089) |
| Formal services at home | 0.110 (0.058)* | 0.079 (0.053) | 0.004 (0.005) | −0.085 (0.057) |
| High caregiving hours | 0.063 (0.048) | 0.124 (0.041)*** | 0.009 (0.009) | −0.133 (0.044)*** |
| High social support | 0.110 (0.058)* | 0.057 (0.051) | 0.004 (0.005) | −0.061 (0.055) |
| High household income | −0.084 (0.065) | 0.159 (0.058)*** | 0.011 (0.012) | −0.170 (0.063)*** |
| Medium household income | −0.085 (0.053) | 0.009 (0.048) | 0.000 (0.003) | −0.010 (0.051) |
| Granada | 0.134 (0.050)*** | 0.159 (0.058)*** | −0.009 (0.009) | 0.137 (0.050)*** |
| High HRQoL | – | 0.059 (0.045) | 0.004 (0.005) | −0.064 (0.048) |
| N = 499 LR Chi2 = 33.86 R2 = 0.0491 McFadden’s Adj R2: 0.017 Cragg–Uhler (Nagelkerke) R2: 0.088 | N = 263 LR Chi2 = 58.95 R2 = 0.1037 McFadden’s Adj R2: 0.058 Cragg–Uhler (Nagelkerke) R2: 0.227 | |||
| WTP – first part | WTP – second part | |||
| WTP | Marginal effect (SE) | Marginal effect (SE) | Marginal effect (SE) | |
| Female | −0.034 (0.047) | 0.019 (0.041) | 0.001 (0.003) | −0.018 (0.044) |
| Age (medium) | 0.037 (0.061) | 0.078 (0.054) | 0.005 (0.006) | −0.084 (0.058) |
| Age (high) | 0.102 (0.061) | −0.099 (0.051) | −0.007 (0.007) | 0.106 (0.055) |
| Coping with caring (negative) | −0.213 (0.094) | −0.019 (0.083) | 0.001 (0.006) | 0.021 (0.089) |
| Formal services at home | 0.110 (0.058) | 0.079 (0.053) | 0.004 (0.005) | −0.085 (0.057) |
| High caregiving hours | 0.063 (0.048) | 0.124 (0.041) | 0.009 (0.009) | −0.133 (0.044) |
| High social support | 0.110 (0.058) | 0.057 (0.051) | 0.004 (0.005) | −0.061 (0.055) |
| High household income | −0.084 (0.065) | 0.159 (0.058) | 0.011 (0.012) | −0.170 (0.063) |
| Medium household income | −0.085 (0.053) | 0.009 (0.048) | 0.000 (0.003) | −0.010 (0.051) |
| Granada | 0.134 (0.050) | 0.159 (0.058) | −0.009 (0.009) | 0.137 (0.050) |
| High HRQoL | – | 0.059 (0.045) | 0.004 (0.005) | −0.064 (0.048) |
Notes:
First part outcome: “1” whether WTP = 0, “0” whether WTP > 0; second part Outcome: only positive values for WTP; 2WTP > 10; 32<WTP ≤10; 40<WTP ≤2. High HRQL >0.85 points. Severe burden with Zarit score ≥55 points; N (%); *p < 0.1; **p < 0.05 and ***p < 0.001
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