| Literature DB >> 29795621 |
Matthias Augustin1, Christine Blome1, Andrea Forschner2, Ralf Gutzmer3, Axel Hauschild4, Lucie Heinzerling5, Elisabeth Livingstone6, Carmen Loquai7, Dirk Schadendorf6, Jochen Utikal8,9, Tobias Wagner1, Sophia Wilden7, Katharina C Kähler4.
Abstract
Malignant melanoma is potentially life-threatening but in most cases curable if detected early. Willingness to pay (WTP) is a preference-based construct that reflects burden of disease by assessment of the monetary value for a hypothetical cure from disease. Since WTP (directly as total amount of money) has not been assessed so far in patients with low risk melanoma, it was interesting to gain insights in this patient population and then, in a second step, compare it directly with the WTP of their treating dermato-oncologists. WTP was assessed in 125 patients with low-risk melanoma and additionally in 105 treating physicians, asking for the one-time and continuous payments they would be willing to make for a sustainable cure, both as absolute sums and as percentages of monthly income. The median WTP based on one-time payment was €10,000 for patients and €100,000 for physicians; relative numbers were 100% versus 300% of monthly income. For continuous monthly payments, WTP was €500 for patients and €1000 for physicians, relative numbers 25% and 50% of income, respectively. Even after controlling for income differences, there was a significantly higher WTP in physicians for all four questions. Compared to patients with chronic skin diseases such as vitiligo, rosacea, atopic eczema and psoriasis, patients with low-risk melanoma showed a significantly higher WTP. Our data suggest that there is a relevant burden of disease even in patients with low-risk tumors. Higher WTP of physicians underlines the prevalence of differences in disease perception.Entities:
Mesh:
Year: 2018 PMID: 29795621 PMCID: PMC5967822 DOI: 10.1371/journal.pone.0197780
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Sociodemographic facts.
| Patients (n = 125) | Physicians (n = 105) | |||
|---|---|---|---|---|
| 54.5 (±12.6, 25–88) | 35.2 (±7.2, 25–62) | |||
| n | % | n | % | |
| 58 | 46.8 | 68 | 64.8 | |
| ▪ <1,000 | 13 | 10.4 | 0 | 0.0 |
| ▪ 1,000–1,600 | 23 | 18.4 | 3 | 2.9 |
| ▪ 1,600–2,400 | 26 | 20.8 | 26 | 24.8 |
| ▪ 2,400–4,000 | 15 | 12.0 | 30 | 28.6 |
| ▪ 4,000–6,4000 | 17 | 13.6 | 15 | 14.3 |
| ▪ >6,400 | 7 | 5.6 | 4 | 3.8 |
| ▪ Missing | 24 | 19.2 | 27 | 25.7 |
| ▪ Low | 20 | 16.0 | 0 | 0.0 |
| ▪ Intermediate | 40 | 32.0 | 0 | 0.0 |
| ▪ High | 62 | 49.6 | 105 | 100.0 |
| ▪ University or polytechnic degree | 46 | 36.8 | 105 | 100.0 |
| ▪ Apprenticeship | 73 | 58.4 | 0 | 0.0 |
| ▪ Married/partnership | 101 | 80.8 | 72 | 68.6 |
| ▪ Widowed | 5 | 4.0 | 0 | 0.0 |
| ▪ Divorced/separated | 9 | 7.2 | 1 | 1.0 |
| ▪ Single | 9 | 7.2 | 29 | 27.6 |
| 18 | 14.4 | 31 | 29.5 | |
| ▪ Employed | 79 | 63.2 | 105 | 100.0 |
| ▪ Not working | 46 | 26.8 | 0 | 0.0 |
| 32 | 25.6 | |||
| 22 | 17.6 | 4 | 3.8 | |
| 94 | 75.2 | 61 | 58.1 | |
*) not assessed in physicians.
1less than certificate of intermediate secondary education.
2certificate of intermediate secondary education.
3polytechnical secondary school, advanced technical college entrance qualification or general qualification for university entrance.
4including Leave of absence, sabbatical, retiree, pensioner, early retirement, housewife/homemaker, student.
Comparison of patients’ and physicians’ WTP.
| Willingness to pay | Median | U test | ||
|---|---|---|---|---|
| Patients | Physicians | Z | p | |
| one-time payment [k€] | 10.0 | 100.0 | -8.1 | <0.001 |
| one-time payment [% of income] | 100.0 | 300.0 | -4.1 | <0.001 |
| continuous payment [€] | 500 | 1,000 | -6.1 | <0.001 |
| continuous payment [% of income] | 25.0 | 50.0 | -3.9 | <0.001 |
Multiple logistic regression model.
| Gender | -0.04 | 0.54 | 0.94 | 0.96 | 0.33–2.78 |
| Age | -0.01 | 0.03 | 0.74 | 0.99 | 0.93–1.05 |
| Income | 0.80 | 0.30 | <0.01 | 2.22 | 1.22–4.03 |
| Living alone | -0.21 | 0.70 | 0.77 | 0.81 | 0.21–3.22 |
| Employment | -0.35 | 0.82 | 0.67 | 0.71 | 0.14–3.54 |
| Education level | 0.09 | 0.18 | 0.60 | 1.10 | 0.77–1.57 |
| Gender | -0.76 | 0.60 | 0.21 | 0.47 | 0.14–1.53 |
| Age | -0.03 | 0.05 | 0.55 | 0.97 | 0.88–1.07 |
| Income | 0.59 | 0.41 | 0.15 | 1.80 | 0.81–4.01 |
| Living alone | -1.39 | 0.60 | 0.02 | 0.25 | 0.08–0.81 |
*Employment status and education level did not differ in physicians. Therefore, these variables were treated as fixed factors in this model.
ANCOVA.
| One-time payment [k€] | One-time payment | Continuous payment [€] | Continuous payment | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F | p | η2 | F | p | η2 | F | P | η2 | F | p | η2 | |
| Corrected model | 9.3 | <0.01 | 0.39 | 3.3 | <0.01 | 0.17 | 7.6 | <0.01 | 0.34 | 2.5 | <0.01 | 0.14 |
| Intercept | 242.3 | <0.01 | 0.62 | 154.2 | <0.01 | 0.49 | 323.2 | <0.01 | 0.68 | 167.3 | <0.01 | 0.51 |
| Group | 16,6 | <0.01 | 0.10 | 6.6 | 0.01 | 0.04 | 9.3 | <0.01 | 0.06 | 2.9 | 0.09 | 0.02 |
| Gender | 0.0 | 0.91 | 0.00 | 3.0 | 0.08 | 0.02 | 2.0 | 0.16 | 0.01 | 0.0 | 0.88 | 0.00 |
| Age | 1.7 | 0.15 | 0.04 | 1.5 | 0.20 | 0.04 | 1.0 | 0.39 | 0.03 | 0.7 | 0.58 | 0.02 |
| Income | 2.1 | 0.09 | 0.05 | 1.8 | 0.13 | 0.04 | 4.4 | <0.01 | 0.10 | 2.9 | 0.02 | 0.07 |
| R2 | 0.39 | 0.17 | 0.34 | 0.14 | ||||||||
| R2 (adj.) | 0.35 | 0.12 | 0.29 | 0.08 | ||||||||