| Literature DB >> 26199734 |
Surachat Ngorsuraches1, Kornwan Nawanukool2, Krittin Petcharamanee2, Ungkanit Poopantrakool2.
Abstract
OBJECTIVE: To examine parents' preferences and willingness-to-pay (WTP) for HPV vaccines.Entities:
Keywords: Discrete choice experiment; HPV vaccine; Patient preference; Willingness-to-pay
Year: 2015 PMID: 26199734 PMCID: PMC4509725 DOI: 10.1186/s40545-015-0040-8
Source DB: PubMed Journal: J Pharm Policy Pract ISSN: 2052-3211
Attributes and levels for HPV vaccine
| Attributes | Levels |
|---|---|
| Cervical cancer risk | 0, 2, 4 in 1,000 |
| Genital wart risk | 0, 50, 100 in 1,000 |
| Common side effect e.g. mild fever, little pain | 2, 6, 10, 14 in 100 |
| Costs for 3 doses of HPV vaccinea | 0 Baht, 5,000 Baht, 10,000 Baht |
aThe exchange rate was approximately 33 Baht per US$1 [35]
Fig. 1Choice set example
Respondents’ characteristics and experiences related to HPV or HPV vaccine
| Fathers | Mothers | All | |
|---|---|---|---|
| ( | ( | ( | |
| Age (years, mean ± standard deviation) | 43.5 ± 7.5 | 41.7 ± 7.1 | 42.5 ± 7.4 |
| Marital status (N, (%)) | |||
| Married | 114(76.0 %) | 123(75.0 %) | 237(75.5 %) |
| Widowed/Divorced/Separated | 36(24.0 %) | 41(25.0 %) | 77(24.5 %) |
| Number of children (mean ± standard deviation) | |||
| Girls | 1.4 ± 0.6 | 1.5 ± 0.7 | 1.4 ± 0.7 |
| Total | 2.0 ± 0.9 | 2.2 ± 0.9 | 2.1 ± 0.9 |
| Educational level (N, (%)) | |||
| Primary school | 22(14.7 %) | 38(23.2 %) | 60(19.1 %) |
| Secondary school | 28(18.7 %) | 31(18.9 %) | 59(18.8 %) |
| High school/Diploma | 38(25.3 %) | 38(23.2 %) | 76(24.2 %) |
| College/university or higher | 62(41.3 %) | 57(34.7 %) | 119(37.9 %) |
| Occupation (N, (%)) | |||
| Civil servant | 20(13.3 %) | 21(12.8 %) | 41(13.1 %) |
| Private firm | 54(36.0 %) | 52(31.7 %) | 106(33.8 %) |
| Own business | 51(34.0 %) | 55(33.5 %) | 106(33.8 %) |
| Others | 25(16.7 %) | 36(21.9 %) | 61(19.4 %) |
| Monthly household income (N, (%)) | |||
| Up to 10,000 Baht | 52(34.7 %) | 58(35.4 %) | 110(35.0 %) |
| 10,001 to 20,000 Baht | 38(25.3 %) | 46(28.0 %) | 84(26.7 %) |
| 20,001 to 30,000 Baht | 35(23.3 %) | 33(20.1 %) | 68(21.7 %) |
| 30,001 to 40,000 Baht | 16(10.7 %) | 18(10.9 %) | 34(10.8 %) |
| Higher than 40,000 | 9(6.0 %) | 9(5.5 %) | 18(5.7 %) |
| Experience in cervical cancer screening (N, (%)) | - | 90(54.9 %) | 90(54.9 %) |
| Family members, spouses or friends had cervical cancer/genital warts (N, (%)) | 21(14 %) | 39(23.8 %) | 60(19.1 %) |
| Heard about HPV vaccine (N, (%)) | 66(44.0 %) | 84(51.2 %) | 150(47.8 %) |
| Your child received other necessary vaccines. | |||
| All | 93(62 %) | 122(74.4 %) | 215(68.5 %) |
| Some | 44(29.3 %) | 33(20.1 %) | 77(24.5 %) |
| Don’t know | 13(8.7 %) | 9(5.5 %) | 22(7.0 %) |
| Person who decided about vaccination for your child | |||
| You | 68(45.3 %) | 84(51.2 %) | 152(48.4 %) |
| Your spouse | 17(11.3 %) | 15(9.2 %) | 32(10.2 %) |
| You and your spouse | 63(42 %) | 65(39.6 %) | 128(40.8 %) |
| Others | 2(1.3 %) | - | 2(0.6 %) |
Results from the multinomial logit model
| Attributes | Fathersa | Mothersb | Overallc | |||
|---|---|---|---|---|---|---|
| Estimates | Standard error | Estimates | Standard error | Estimates | Standard error | |
| Constant | 0.48206 | 0.26734 | 0.89736 | 0.26769 | 0.70222 | 0.18843 |
| Cervical cancer risk | 0.33480 | 0.03580 | 0.26825 | 0.03364 | 0.29818 | 0.02436 |
| Genital warts risk | 0.01145 | 0.00137 | 0.01536 | 0.00134 | 0.01330 | 0.00095 |
| Common side effect | −0.08724 | 0.01287 | −0.08055 | 0.01268 | −0.08346 | 0.00903 |
| Cost | −0.00011 | 0.00001 | −0.00012 | 0.00001 | −0.00011 | 0.00001 |
aLog-likelihood = −684.57, Akaike information criterion = 1.82, Pseudo-R2 = 0.16
bLog-likelihood = −706.19, Akaike information criterion = 1.45, Pseudo-R2 = 0.18
cLog-likelihood = −1,400.42, Akaike information criterion = 1.49, Pseudo-R2 = 0.16
P < 0.0001 for all estimates, except constant estimate for fathers p = 0.07
Willingness-to-pay for the attributes of HPV vaccine
| Attributes | Average Willingness-to-pay (95 % confidence interval) (Baht) | ||
|---|---|---|---|
| Fathers | Mothers | All | |
| Constant (reference: no vaccination) | 4,284.7 (−427.5 to 8,935.1) | 7,831.4 (3,312.4 to 12,533.54) | 6,240.4 (3,013.6 to 9,501.3) |
| Cervical cancer (1 in 1,000 risk reduction) | 3,038.0 (2,234.7 to 4,076.0) | 2,621.5 (2,366.3 to 3,207.0) | 2,671.5 (2,142.0 to 3,297.8) |
| Genital warts (1 in 1,000 risk reduction) | 103.6 (73.9 to 141.4) | 135.2 (102.2 to 179.0) | 119.0 (96.2 to 146.5) |
| Common side effect (1 in 100) | −789.8 (−1,098.6 to −538.5) | −708.9 (−987.6 to −478.4) | −746.7 (− 949.0 to −571.7) |
Willingness-to-pay for quadrivalent and bivalent vaccines (Baht)
| Attributes | Average WTP for quadrivalent vaccine (95 % confidence interval) | Average WTP for bivalent vaccine (95 % confidence interval) | ||||
|---|---|---|---|---|---|---|
| (Baht) | (Baht) | |||||
| Father WTP | Mother WTP | Overall WTP | Father WTP | Mother WTP | Overall WTP | |
| Constant (reference: no vaccination) | 4,284.7 (−427.5 to 8,935.1) | 7,831.4 (3,312.4 to 12,533.5) | 6,240.4 (3,013.6 to 9,501.3) | 4,284.7 (−427.5 to 8,935.1) | 7,831.4 (3,312.4 to 12,533.5) | 6,240.4 (3,013.6 to 9,501.3) |
| Cervical cancer risk | 16,709.0 (12,290.9 to 22,418.0) | 14,418.3 (13,014.7 to 17,638.5) | 14,693.3 (11,781.0 to 18,137.9) | 16,709.0 (12,290.9 to 22,418.0) | 14,418.3 (13,014.7 to 17,638.5) | 14,693.3 (11,781.0 to 18,137.9) |
| Genital wart risk | 9,324.0 (6,651.0 to 12,726.0) | 12,168.0 (9,198.0 to 16,110.0) | 10,710.0 (8,658.0 to 13,185.0) | 0 | 0 | 0 |
| Common side effect | −11,057.2 (−15,380.4 to −7,539.0) | −9,924.6 (−13,826.4 to −6,697.6) | −10,453.8 (−13,286.0 to −8,003.8) | −11,057.2 (−15,380.4 to −7,539.0) | −9,924.6 (−13,826.4 to −6,697.6) | −10,453.8 (−13,286.0 to −8,003.8) |
| Total WTP | 19,260.5(7,846.2 to 31,889.7) | 24,493.1 (16,217.7 to 34,882.3) | 21,189.9 (13,393.4 to 29,559.5) | 9,936.5 (1,195.2to 19,163.7) | 12,325.1 (7,019.7 to 18,772.3) | 10,479.9 (4,735.4 to 16,374.5) |