Table 3.
The result of the conditional logit model and willingness to pay
| Attributes and their levels | Coefficients | SE | P-value | 95% CI | WTP | 95% CI |
|---|---|---|---|---|---|---|
| Monthly salary (unit: 10 000 000 IRR) | 0.185 | 0.025 | < 0.001 | 0.137 to 0.235 | ||
| Location (ref: city) | < 0.001 | |||||
| Rural | − 0.846 | 0.106 | − 1.058 to 0.642 | 9.143 | 8.068 to 10.219 | |
| Type of employment contract (ref: Gharardadi) | < 0.001 | |||||
| Peymani | − 0.008 | 0.047 | − 0.1 to 0.084 | − 1.664 | − 2.623 to – 0.676 | |
| Rasmi | 0.324 | 0.066 | 0.196 to 0.455 | − 3.461 | − 4.598 to – 2.325 | |
| Workload (ref: moderate) | < 0.001 | |||||
| Heavy | − 0.442 | 0.099 | − 0.637 to – 0.245 | 3.115 | 2.153 to 4.077 | |
| Low | 0.307 | 0.104 | 0.104 to 0.514 | − 0.932 | − 2.135 to 0.27 | |
| Type of health facility (ref: clinic) | 0.5 | |||||
| Hospital | ||||||
| Health House | 0.068 | 0.059 | − 0.049 to 0.185 | − 0.375 | − 1.202 to 0.451 | |
| − 0.066 | 0.091 | − 0.245 to 0.112 | 0.351 | − 1.085 to 1.787 | ||
| Workplace facilities (ref: inadequate) | 0.01 | |||||
| Adequate | 0.108 | 0.043 | 0.025 to 0.466 | − 1.169 | − 1.94 to – 0.397 | |
| Work schedule (ref: inappropriate) | < 0.001 | |||||
| Appropriate | 0.394 | 0.036 | 0.324 to 0.466 | − 4.258 | − 5.322 to – 3.195 | |
| Expected time spent on the assigned job for promotion to a higher position (ref: 1 to 3 years) | < 0.001 | |||||
| 3 to 5 years | 0.084 | 0.508 | − 0.015 to 0.184 | 0.768 | − 0.074 to 1.612 | |
| More than 5 years | − 0.3104 | 0.083 | − 0.475 to – 0.149 | 2.898 | 1.777 to 4.019 | |
| AICc | 1752.631 | |||||
| BIC | 1815.833 | |||||
| −2Log Likelihood | 1728.415 | |||||
| −2Firth Log Likelihood | 1652.097 |
SE standard error, WTP willingness to pay, CI confidence interval, AICc Akaike information criterion (for small sample size), BIC Bayesian information criterion