Table 2.
Two-part regression model of willingness to pay
| Part 1: Probability willing to pay >$0a |
Part 2: Amount willing to pay given willing to pay >$0b |
Combined Marginal effect (95% Confidence Interval) |
|
|---|---|---|---|
| n=200 Coefficient (95% Confidence Interval) |
n=128 Coefficient (95% Confidence Interval) |
||
| Intercept | −1.73 (−6.53, 3.07) | 4.20 (2.68, 5.72)*** | |
| Caregiver characteristics | |||
| Age | −0.01 (−0.06, 0.03) | 0.01 (−0.01, 0.03) | $0.16 (−$0.79, $1.11) |
| Education (ref = less than college) | |||
| At least a college education | 1.39 (0.65, 2.14)*** | 0.61 (0.34, 0.89)*** | $38.62 ($20.90, $56.34)*** |
| Race (ref = White) | |||
| African American | −1.51 (−2.28, −0.73)*** | −0.05 (−0.39, 0.29) | −$18.04 (−$31.37, −$4.70)* |
| Other | −1.61 (−3.09, −0.13)** | 0.06 (−0.95, 1.06) | −$16.60 (−$48.66, $15.46) |
| Relation to person with dementia (ref = spouse) | |||
| Child | 0.72 (−0.65, 2.09) | −0.10 (−0.85, 0.66) | $3.16 (−$22.91, $29.24) |
| Other | 0.44 (−1.39, 2.26) | 1.11 (−0.27, 2.5) | $74.09 (−$60.69, $208.87) |
| Financial difficulty (ref = no difficulty) | |||
| Has financial difficulty | 0.08 (−0.61, 0.77) | 0.16 (−0.13, 0.44) | $6.54 (−$6.18, $19.26) |
| Employment (ref = not employed) | |||
| Currently employed | −0.26 (−1.11, 0.58) | −0.43 (−0.74, −0.11)* | −$16.47 (−$29.49, −$3.44)* |
| Hours providing care in a day | −0.01 (−0.08, 0.06) | 0.05 (0.02, 0.08)** | $1.64 ($0.23, $3.04)* |
| Person with dementia characteristics | |||
| Age | 0.04 (−0.01, 0.1) | −0.03 (−0.05, 0.00) | −$0.48 (−$1.62, $0.67) |
| Female | −0.70 (−1.71, 0.32) | 0.23 (−0.20, 0.66) | $1.62 (−$16.15, $19.40) |
| Living Situation (ref = lives with at least someone else) | |||
| Lives alone | −0.28 (−1.5, 0.93) | 0.43 (−0.07, 0.94) | $14.61 (−$16.81, $46.04) |
| Mini-Mental State Examination | 0.00 (−0.06, 0.05) | 0.01 (−0.01, 0.03) | $0.30 (−$0.58, $1.17) |
| Number of behaviors | 0.00 (−0.15, 0.15) | 0.00 (−0.05, 0.05) | $0.13 (−$2.21, $2.47) |
| Number of functional limitations | −0.01 (−0.12, 0.09) | 0.03 (−0.02, 0.07) | $0.84 (−$1.21, $2.89) |
*
p<0.05,
**
p<0.01,
***
p<0.001
a
Hosmer-Lemeshow goodness of fit p = 0.4877;
b
Scaled deviance = 88.16, p = 0.95