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Comparative Analysis of Hedonic Wage and Discrete Choice Models in Valuing Job Safety Cover

Comparative Analysis of Hedonic Wage and Discrete Choice Models in Valuing Job Safety

Central European Economic Journal
Volume 12 (2025): Issue 59 (January 2025)
By:
Open Access
|Jan 2025

References

  1. Banzhaf, H. S. (2022). The Value of Statistical Life: A Meta-Analysis of Meta-Analyses. <em>Journal of Benefit-Cost Analysis, 13</em>(2), 182–197. <a href="https://doi.org/10.1017/bca.2022.9" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1017/bca.2022.9</a>
    Search in Google ScholarBack to article
  2. Bayer, P., Keohane, N., &amp; Timmins, C. (2009). Migration and Hedonic Valuation: The Case of Air Quality. <em>Journal of Environmental Economics and Management, 58</em>(1), 1–14. <a href="https://doi.org/10.1016/j.jeem.2008.08.004" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jeem.2008.08.004</a>
    Search in Google ScholarBack to article
  3. Carson, R. T., &amp; Czajkowski, M. (2019). A New Baseline Model for Estimating Willingness to Pay from Discrete Choice Models. <em>Journal of Environmental Economics and Management, 95</em>, 57–61. <a href="https://doi.org/10.1016/j.jeem.2019.03.003" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jeem.2019.03.003</a>
    Search in Google ScholarBack to article
  4. Chay, K. Y., &amp; Greenstone, M. (2005). Does Air Quality Matter? Evidence from the Housing Market. <em>Journal of Political Economy, 113</em>(2), 376–424. <a href="https://www.jstor.org/stable/10.1086/427462" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://www.jstor.org/stable/10.1086/427462</a>
    Search in Google ScholarBack to article
  5. Cragg, M., &amp; Kahn, M. (1997). New Estimates of Climate Demand: Evidence from Location Choice. <em>Journal of Urban Economics, 42</em>(2), 261–284. <a href="https://doi.org/10.1006/juec.1996.2027" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1006/juec.1996.2027</a>
    Search in Google ScholarBack to article
  6. Cropper, M. L., Deck, L., Kishor, N., &amp; McConnell, K. E. (1993). Valuing Product Attributes Using Single Market Data: A Comparison of Hedonic and Discrete Choice Approaches. <em>The Review of Economics and Statistics</em>, 225–232.
    Search in Google ScholarBack to article
  7. Freeman, R., Liang, W., Song, R., &amp; Timmins, C. (2019). Willingness to Pay for Clean Air in China. <em>Journal of Environmental Economics and Management, 94</em>, 188–216. <a href="https://doi.org/10.1016/j.jeem.2019.01.005" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jeem.2019.01.005</a>
    Search in Google ScholarBack to article
  8. Giergiczny, M. (2008). Value of a Statistical Life—The Case of Poland. <em>Environmental and Resource Economics, 41</em>, 209–221. <a href="https://doi.org/10.1007/s10640-007-9188-2" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1007/s10640-007-9188-2</a>
    Search in Google ScholarBack to article
  9. Guo, J., Feng, T., &amp; Timmermans, H. J. P. (2020). Co-Dependent Workplace, Residence and Commuting Mode Choice: Results of a Multi-Dimensional Mixed Logit Model with Panel Effects. <em>Cities, 96</em>, 102448. <a href="https://doi.org/10.1016/j.cities.2019.102448" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.cities.2019.102448</a>
    Search in Google ScholarBack to article
  10. Guo, X., &amp; Hammitt, J. K. (2009). Compensating Wage Differentials with Unemployment: Evidence from China. <em>Environmental and Resource Economics, 42</em>, 187–209. <a href="https://doi.org/10.1007/s10640-008-9217-9" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1007/s10640-008-9217-9</a>
    Search in Google ScholarBack to article
  11. Hintermann, B., Alberini, A., &amp; Markandya, A. (2010). Estimating the Value of Safety with Labour Market Data: Are the Results Trustworthy? <em>Applied Economics, 42</em>(9), 1085–1100. <a href="https://doi.org/10.1080/00036840802260940" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1080/00036840802260940</a>
    Search in Google ScholarBack to article
  12. Jonker, N. (2001). Constructing Quality Adjusted Price Indexes: A Comparison of Hedonic and Discrete Choice Methods. <em>De Nederlandsche Bank, Econometric Research and Special Studies Department</em>. <a href="https://dx.doi.org/10.2139/ssrn.358104" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://dx.doi.org/10.2139/ssrn.358104</a>
    Search in Google ScholarBack to article
  13. Kniesner, T. J., Viscusi, W. K., Woock, C., &amp; Ziliak, J. P. (2012). The Value of a Statistical Life: Evidence from Panel Data. <em>Review of Economics and Statistics, 94</em>(1), 74–87. <a href="https://doi.org/10.1162/REST_a_00229" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1162/REST_a_00229</a>
    Search in Google ScholarBack to article
  14. Lagarde, M., &amp; Blaauw, D. (2009). A Review of the Application and Contribution of Discrete Choice Experiments to Inform Human Resources Policy Interventions. <em>Human Resources for Health, 7</em>, 1–10. <a href="https://doi.org/10.1186/1478-4491-7-62" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1186/1478-4491-7-62</a>
    Search in Google ScholarBack to article
  15. Lim, H.-E., &amp; Jan-Jan, S. (2006). Job Selection Criteria and Job Sector Preference of Economics Student: An Ordered Logit Model Analysis. <em>International Journal of Business and Society, 7</em>(1), 53.
    Search in Google ScholarBack to article
  16. Mangham, L. J., Hanson, K., &amp; McPake, B. (2009). How to Do (or Not to Do)… Designing a Discrete Choice Experiment for Application in a Low-Income Country. <em>Health Policy and Planning, 24</em>(2), 151–158. <a href="https://doi.org/10.1093/heapol/czn047" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1093/heapol/czn047</a>
    Search in Google ScholarBack to article
  17. Manski, C. F., &amp; Lerman, S. R. (1977). The Estimation of Choice Probabilities from Choice Based Samples. <em>Econometrica: Journal of the Econometric Society</em>, 1977–1988. <a href="https://doi.org/10.2307/1914121" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.2307/1914121</a>
    Search in Google ScholarBack to article
  18. McFadden, D. (1974). The Measurement of Urban Travel Demand. <em>Journal of Public Economics, 3</em>(4), 303–328. <a href="https://doi.org/10.1016/0047-2727(74)90003-6" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/0047-2727(74)90003-6</a>
    Search in Google ScholarBack to article
  19. McFadden, D. (1980). Econometric Models for Probabilistic Choice Among Products. <em>Journal of Business</em>, S13–S29.
    Search in Google ScholarBack to article
  20. McFadden, D., &amp; Train, K. (2000). Mixed MNL Models for Discrete Response. <em>Journal of Applied Econometrics, 15</em>(5), 447–470. <a href="https://doi.org/10.1002/1099-1255(200009/10)15:5%3C447::AID-JAE570%3E3.0.CO;2-1" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1002/1099-1255(200009/10)15:5%3C447::AID-JAE570%3E3.0.CO;2-1</a>
    Search in Google ScholarBack to article
  21. OECD. (2012). <em>Mortality Risk Valuation in Environment, Health and Transport Policies</em>. OECD Publishing.
    Search in Google ScholarBack to article
  22. Palmquist, R. B., &amp; Israngkura, A. (1999). Valuing Air Quality with Hedonic and Discrete Choice Models. <em>American Journal of Agricultural Economics, 81</em>(5), 1128–1133. <a href="https://doi.org/10.2307/1244096" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.2307/1244096</a>
    Search in Google ScholarBack to article
  23. Sinha, P., &amp; Cropper, M. L. (2013). The Value of Climate Amenities: Evidence from US Migration Decisions. <em>(No. w18756)</em>. National Bureau of Economic Research.
    Search in Google ScholarBack to article
  24. Sinha, P., Caulkins, M., &amp; Cropper, M. (2021). The Value of Climate Amenities: A Comparison of Hedonic and Discrete Choice Approaches. <em>Journal of Urban Economics, 126</em>, 103371. <a href="https://doi.org/10.1016/j.jue.2021.103371" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jue.2021.103371</a>
    Search in Google ScholarBack to article
  25. Smitz, M.-F., Witter, S., Lemiere, C., Hoang-Vu Eozenou, P., Lievens, T., Zaman, R. U., Engelhardt, K., &amp; Hou, X. (2016). Understanding Health Workers’ Job Preferences to Improve Rural Retention in Timor-Leste: Findings from a Discrete Choice Experiment. <em>PloS ONE, 11</em>(11), e0165940. <a href="https://doi.org/10.1371/journal.pone.0165940" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1371/journal.pone.0165940</a>
    Search in Google ScholarBack to article
  26. Thaler, R., &amp; Rosen, S. (1976). The Value of Saving a Life: Evidence from the Labour Market. In <em>Household Production and Consumption</em> (pp. 265–302). National Bureau of Economic Research.
    Search in Google ScholarBack to article
  27. Wong, M. (2010). The Relationship between Marginal Willingness-to-Pay in the Hedonic and Discrete Choice Models. <em>MPRA Working Paper</em>.
    Search in Google ScholarBack to article
  28. Zhang, N., Shaw, D., &amp; Lin, C. Y. (2022). Implicit Prices of Job Risk, Climate, and Air Pollution: Evidence from Taiwan. <em>Climate Change Economics, 13</em>(4), 2250007. <a href="https://doi.org/10.1142/S2010007822500075" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1142/S2010007822500075</a>
    Search in Google ScholarBack to article
  29. Zhang, N., Mendelsohn, R., &amp; Shaw, D. (2023). How to Identify and Estimate the Demand for Job Safety? <em>MPRA Working Paper</em>.
    Search in Google ScholarBack to article
DOI: https://doi.org/10.2478/ceej-2025-0001 | Journal eISSN: 2543-6821 | Journal ISSN: 2544-9001
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Language: English
Page range: 1 - 16
Published on: Jan 7, 2025
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year
Keywords:
Nonmarket valuation,
Hedonic wage model,
Random utility model,
Value of safety,
VSL
Related subjects:
Business and economics,
Political economics,
Economic theory, systems and structures,
Microeconomics,
Macroeconomics,
Economic policy

© 2025 Nan Zhang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 License.

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