| Literature DB >> 36058912 |
Sulmaz Ghahramani1, Nazanin Ziar1, Najmeh Moradi2, Kamran Bagheri Lankarani1, Mohammad Sayari3.
Abstract
BACKGROUND: Maximum willingness to pay (WTP) for a health benefit is related to perceived value. The goal of this study was to find out how much Iranian healthy people would be willing to pay to keep their natural teeth instead of having them pulled. This was done separately for the anterior and posterior teeth.Entities:
Keywords: Extraction; Iran; Preservation; Tooth; Willingness to pay analysis
Mesh:
Year: 2022 PMID: 36058912 PMCID: PMC9441316 DOI: 10.1186/s12903-022-02404-x
Source DB: PubMed Journal: BMC Oral Health ISSN: 1472-6831 Impact factor: 3.747
The frequency of qualitative variables and common descriptive statistics for quantitative variables (N = 795)
| Qualitative variables | ||||
|---|---|---|---|---|
| Variable | Subgroups | Frequency | Percent | |
| Gender | Male | 355 | 44.7 | |
| Female | 440 | 55.3 | ||
| Marital status | Single | 311 | 39.1 | |
| Married | 438 | 55.1 | ||
| Divorced | 27 | 3.4 | ||
| Widow | 19 | 2.4 | ||
| Education | Associate or lower | 266 | 33.5 | |
| Bachelor or higher | 529 | 66.5 | ||
| Employment status | Unemployed | 150 | 18.9 | |
| Employed | 410 | 51.6 | ||
| Retired | 67 | 8.4 | ||
| Job seeker | 61 | 7.7 | ||
| Housewife | 107 | 13.5 | ||
| Domicile | Metropolis | 390 | 49.1 | |
| Non-metropolis | 405 | 50.9 | ||
| Basic insurance | Don't have | 185 | 23.3 | |
| Have | 610 | 76.7 | ||
| Matching between revenues and expenses | No | 479 | 60.3 | |
| Yes | 316 | 39.7 | ||
| Self-report oral health | Poor | 209 | 26.3 | |
| Good/fair | 586 | 73.7 | ||
| The dentist you prefer for treatment of dental problem | Specialist dentist | 423 | 53.2 | |
| General dentist | 58 | 7.3 | ||
| Not important | 314 | 39.5 | ||
| Center you prefer for treatment of dental problem | Private office | 309 | 38.9 | |
| Private clinic | 124 | 15.6 | ||
| Public clinic | 86 | 10.8 | ||
| Not important | 276 | 34.7 | ||
WTP Willingness to pay
*Mean and SD of WTPs for main data including zero responses
The frequency of preferred treatment and their associated WTP
| Painless anterior tooth | Painful anterior tooth | Painless posterior tooth | Painful posterior tooth | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | Percent | Mean WTP | Frequency | Percent | Mean WTP | Frequency | Percent | Mean WTP | Frequency | Percent | Mean WTP | |
| RCT + CL + Crown | 618 | 77.7 | 87.50 | 613 | 77.1 | 93.64 | 524 | 65.9 | 76.86 | 523 | 65.8 | 83.18 |
| Extraction and implant | 104 | 13.1 | 82.38 | 104 | 13.1 | 89.76 | 101 | 12.7 | 72.73 | 112 | 14.1 | 71.28 |
| Extraction and bridge | 50 | 6.3 | 52.96 | 46 | 5.8 | 51.61 | 65 | 8.2 | 49.00 | 69 | 8.7 | 53.57 |
| Extraction without replacement | 23 | 2.9 | 1.04 | 32 | 4.0 | 18.66 | 105 | 13.2 | 5.99 | 91 | 11.4 | 3.88 |
RCT + CL + Crown: Root canal therapy, crown lengthening surgery and crown positioning
The frequency of qualitative variables for zero response participants
| Variable | Subgroups | Painless anterior tooth | Painful anterior tooth | Painless posterior tooth | Painful posterior tooth | ||||
|---|---|---|---|---|---|---|---|---|---|
| Frequency | Percent | Frequency | Percent | Frequency | Percent | Frequency | Percent | ||
| Gender | Male | 60 | 57.1 | 55 | 55.6 | 93 | 52.8 | 72 | 50.7 |
| Female | 45 | 42.9 | 44 | 44.4 | 83 | 47.2 | 70 | 49.3 | |
| Marital status | Single | 45 | 42.9 | 43 | 43.4 | 65 | 36.9 | 53 | 37.3 |
| Married | 51 | 48.6 | 49 | 49.5 | 98 | 55.7 | 77 | 54.2 | |
| Divorced | 4 | 3.8 | 4 | 4.0 | 6 | 3.4 | 5 | 3.5 | |
| Widow | 5 | 4.8 | 3 | 3.0 | 7 | 4.0 | 7 | 4.9 | |
| Education | Associate and less | 60 | 57.2 | 57 | 57.6 | 89 | 50.6 | 74 | 52.2 |
| Bachelor and higher | 45 | 42.8 | 42 | 42.4 | 87 | 49.4 | 68 | 47.8 | |
| Employment status | Unemployed | 37 | 35.2 | 33 | 33.3 | 47 | 26.7 | 39 | 27.5 |
| Employed | 34 | 32.4 | 35 | 35.4 | 69 | 39.2 | 48 | 33.8 | |
| Retired | 9 | 8.6 | 8 | 8.1 | 16 | 9.1 | 14 | 9.9 | |
| Job seeker | 13 | 12.4 | 10 | 10.1 | 17 | 9.7 | 18 | 12.7 | |
| Housewife | 12 | 11.4 | 13 | 13.1 | 27 | 15.3 | 23 | 16.2 | |
| Domicile | Metropolis | 49 | 46.7 | 43 | 43.4 | 77 | 43.8 | 65 | 45.8 |
| Non-metropolis | 56 | 53.3 | 56 | 56.6 | 99 | 56.3 | 77 | 54.2 | |
| Basic insurance | Don't have | 31 | 29.5 | 31 | 31.3 | 49 | 27.8 | 41 | 28.9 |
| Have | 74 | 70.5 | 68 | 68.7 | 127 | 72.2 | 101 | 71.1 | |
| Matching between revenues and expenses | No | 83 | 79.0 | 78 | 78.8 | 138 | 78.4 | 108 | 76.1 |
| Yes | 22 | 21.0 | 21 | 21.2 | 38 | 21.6 | 34 | 23.9 | |
The descriptive statistics of quantitative variables for zero response participants
| Variable | Minimum | Maximum | Mean | SD | |
|---|---|---|---|---|---|
| Painless anterior tooth | Age | 18.00 | 76.00 | 33.44 | 13.93 |
| Self-reported questionnaire score | 28.89 | 69.19 | 49.95 | 7.83 | |
| Painful anterior tooth | Age | 18.00 | 78.00 | 34.02 | 14.53 |
| Self-reported questionnaire score | 33.57 | 69.19 | 50.03 | 7.67 | |
| Painless posterior tooth | Age | 18.00 | 78.00 | 35.11 | 13.69 |
| Self-reported questionnaire score | 33.57 | 69.19 | 50.03 | 7.56 | |
| Painful posterior tooth | Age | 18.00 | 78.00 | 35.53 | 14.52 |
| Self-reported questionnaire score | 33.57 | 69.19 | 50.50 | 7.85 |
The results of the two-part hurdle model
| Variable (reference group) | WTP for painless anterior tooth | WTP for painful anterior tooth | WTP for painless posterior tooth | WTP for painful posterior tooth | ||||
|---|---|---|---|---|---|---|---|---|
| Logit part | NB part | Logit part | NB part | Logit part | NB part | Logit part | NB part | |
| Gender (male) | ||||||||
| Female | 2.21* | 0.89 | 1.84* | 1.01 | 1.59* | 1.01 | 1.46 | 1.03 |
| Marital status (single) | ||||||||
| Married | 1.00 | 0.95 | 1.29 | 0.97 | 0.93 | 0.84 | 0.95 | 0.91 |
| Divorced | 0.49 | 0.96 | 0.62 | 1.06 | 0.67 | 0.96 | 0.76 | 1.04 |
| Widow | 0.42 | 0.94 | 1.17 | 0.88 | 0.61 | 0.82 | 0.51 | 0.91 |
| Education (associate and less) | ||||||||
| Bachelor and higher | 2.27* | 1.06 | 2.37* | 1.12 | 1.73* | 1.30* | 1.71* | 1.11 |
| Employment status (unemployed) | ||||||||
| Employed | 3.22* | 1.21 | 2.39* | 1.17 | 2.00* | 1.37* | 2.43* | 1.57* |
| Retired | 2.01 | 1.23 | 1.80 | 1.02 | 1.42 | 1.24 | 1.65 | 1.43 |
| Job seeker | 0.90 | 1.14 | 1.10 | 1.09 | 0.95 | 1.26 | 0.68 | 1.44 |
| Housewife | 1.83 | 0.93 | 1.40 | 0.76 | 1.13 | 0.97 | 1.20 | 0.99 |
| Basic insurance (don't have) | ||||||||
| Have | 0.83 | 1.08 | 1.03 | 0.95 | 0.92 | 0.80* | 0.97 | 1.03 |
| Domicile (metropolis) | ||||||||
| Metropolis | 0.78 | 1.15 | 0.97 | 1.07 | 0.97 | 1.12 | 0.83 | 1.11 |
| Matching between revenues and expenses (no) | ||||||||
| Yes | 2.35* | 1.57* | 2.25* | 1.40* | 2.48* | 1.44* | 1.99* | 1.51* |
| Dentist (specialist) | ||||||||
| General | 0.79 | 1.52* | 0.68 | 1.03 | 0.61 | 1.26 | 0.51 | 1.08 |
| Each | 0.64 | 0.99 | 0.72 | 1.01 | 0.64* | 1.08 | 0.70 | 1.00 |
| Center treatment (office) | ||||||||
| Private clinic | 0.40* | 0.76* | 0.55* | 0.68* | 0.52* | 0.92 | 0.56 | 0.81 |
| Public clinic | 0.77 | 0.37* | 1.10* | 0.46* | 0.85 | 0.45* | 0.75 | 0.50* |
| Each | 1.07 | 0.70* | 1.15* | 0.70* | 0.96 | 0.83 | 1.11 | 0.76* |
| Age | 1.02 | 1.01 | 1.01 | 1.01* | 1.01 | 1.02* | 1.01 | 1.01* |
| Self-reported oral health | 0.96* | 0.96* | 0.97* | 0.97* | 0.96* | 0.97* | 0.95* | 0.97* |
*Significant at the .05 level; NB negative binomial; WTP willingness to pay
The results of marginal effect
| Variable (reference group) | WTP for painless anterior tooth | WTP for painful anterior tooth | WTP for painless posterior tooth | WTP for painful posterior tooth | ||||
|---|---|---|---|---|---|---|---|---|
| dy/dx | dy/dx | dy/dx | dy/dx | |||||
| Gender (male) | ||||||||
| Female | − 3.94 | 0.632 | 5.69 | 0.5 | 5.21 | 0.438 | 5.24 | 0.457 |
| Marital status (single) | ||||||||
| Married | − 4.57 | 0.622 | − 0.55 | 0.954 | − 12.42 | 0.124 | − 6.93 | 0.394 |
| Divorced | − 8.92 | 0.64 | 0.72 | 0.973 | − 7.34 | 0.684 | 0.35 | 0.985 |
| Widow | − 12.90 | 0.6 | − 9.65 | 0.69 | − 17.77 | 0.382 | − 12.77 | 0.565 |
| Education (associate and less) | ||||||||
| Bachelor and higher | 10.82 | 0.178 | 16.78 | 0.035 | 21.00 | 0 | 11.97 | 0.079 |
| Employment status (unemployed) | ||||||||
| Employed | 24.10 | 0.013 | 20.94 | 0.049 | 25.95 | 0.001 | 35.77 | 0 |
| Retired | 22.46 | 0.204 | 6.77 | 0.702 | 15.78 | 0.261 | 25.74 | 0.082 |
| Job seeking | 8.44 | 0.542 | 7.72 | 0.613 | 12.18 | 0.29 | 15.88 | 0.185 |
| Housewife | − 0.18 | 0.988 | − 16.55 | 0.168 | − 0.22 | 0.982 | 1.13 | 0.9 |
| Basic insurance (don't have) | ||||||||
| Have | 5.40 | 0.505 | − 3.96 | 0.667 | − 15.94 | 0.055 | 1.62 | 0.827 |
| Domicile (metropolis) | ||||||||
| Metropolis | 9.95 | 0.16 | 5.96 | 0.422 | 6.98 | 0.236 | 6.11 | 0.319 |
| Matching between revenues and expenses (no) | ||||||||
| Yes | 44.07 | 0 | 36.01 | 0 | 32.94 | 0 | 34.95 | 0 |
| Dentist (specialist) | ||||||||
| General | 40.62 | 0.061 | − 0.43 | 0.979 | 10.70 | 0.461 | − 0.94 | 0.946 |
| Each | − 3.39 | 0.656 | − 1.72 | 0.837 | 0.76 | 0.905 | − 2.51 | 0.706 |
| Center treatment (office) | ||||||||
| Private clinic | − 32.48 | 0.002 | − 40.00 | 0 | − 13.19 | 0.145 | − 20.81 | 0.022 |
| Public clinic | − 67.40 | 0 | − 59.13 | 0 | − 41.55 | 0 | − 43.62 | 0 |
| Each | − 30.98 | 0.001 | − 31.76 | 0.001 | − 13.03 | 0.074 | − 19.03 | 0.013 |
| Age | 0.74 | 0.029 | 0.78 | 0.038 | 1.09 | 0 | 0.89 | 0.006 |
| Self-reported oral health | − 3.24 | 0 | − 2.96 | 0 | − 2.14 | 0 | − 2.61 | 0 |
WTP Willingness to pay
The results of robust multivariate logistic regression for self-reported dental health
| Variables (reference) | Odds ratio | SE | 95% Confidence interval | ||
|---|---|---|---|---|---|
| Gender (male) | |||||
| Female | 0.500 | 0.106 | 0.001 | 0.330 | 0.757 |
| Marital status (single) | |||||
| Married | 1.666 | 0.407 | 0.037 | 1.032 | 2.689 |
| Divorced | 1.682 | 0.833 | 0.294 | 0.637 | 4.442 |
| Widow | 4.772 | 2.961 | 0.012 | 1.414 | 16.100 |
| Education (associate and less) | |||||
| Bachelor and higher | 0.432 | 0.080 | 0.000 | 0.300 | 0.623 |
| Employment status (unemployed) | |||||
| Employed | 0.627 | 0.174 | 0.093 | 0.364 | 1.081 |
| Retired | 1.331 | 0.556 | 0.494 | 0.586 | 3.020 |
| Job seeker | 1.052 | 0.402 | 0.894 | 0.498 | 2.225 |
| Housewife | 1.042 | 0.359 | 0.905 | 0.531 | 2.045 |
| Basic insurance (don't have) | |||||
| Have | 1.216 | 0.270 | 0.378 | 0.787 | 1.880 |
| Domicile (non-metropolis) | |||||
| Metropolis | 0.579 | 0.105 | 0.003 | 0.405 | 0.826 |
| Matching between revenues and expenses (no) | |||||
| Yes | 0.797 | 0.151 | 0.232 | 0.550 | 1.156 |
| Age | 1.011 | 0.009 | 0.201 | 0.994 | 1.029 |