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

Banzhaf, H. S. (2022). The Value of Statistical Life: A Meta-Analysis of Meta-Analyses. Journal of Benefit-Cost Analysis, 13(2), 182–197. https://doi.org/10.1017/bca.2022.9 BanzhafH. S. 2022 The Value of Statistical Life: A Meta-Analysis of Meta-Analyses Journal of Benefit-Cost Analysis 13 2 182 197 https://doi.org/10.1017/bca.2022.9 Search in Google Scholar

Bayer, P., Keohane, N., & Timmins, C. (2009). Migration and Hedonic Valuation: The Case of Air Quality. Journal of Environmental Economics and Management, 58(1), 1–14. https://doi.org/10.1016/j.jeem.2008.08.004 BayerP. KeohaneN. TimminsC. 2009 Migration and Hedonic Valuation: The Case of Air Quality Journal of Environmental Economics and Management 58 1 1 14 https://doi.org/10.1016/j.jeem.2008.08.004 Search in Google Scholar

Carson, R. T., & Czajkowski, M. (2019). A New Baseline Model for Estimating Willingness to Pay from Discrete Choice Models. Journal of Environmental Economics and Management, 95, 57–61. https://doi.org/10.1016/j.jeem.2019.03.003 CarsonR. T. CzajkowskiM. 2019 A New Baseline Model for Estimating Willingness to Pay from Discrete Choice Models Journal of Environmental Economics and Management 95 57 61 https://doi.org/10.1016/j.jeem.2019.03.003 Search in Google Scholar

Chay, K. Y., & Greenstone, M. (2005). Does Air Quality Matter? Evidence from the Housing Market. Journal of Political Economy, 113(2), 376–424. https://www.jstor.org/stable/10.1086/427462 ChayK. Y. GreenstoneM. 2005 Does Air Quality Matter? Evidence from the Housing Market Journal of Political Economy 113 2 376 424 https://www.jstor.org/stable/10.1086/427462 Search in Google Scholar

Cragg, M., & Kahn, M. (1997). New Estimates of Climate Demand: Evidence from Location Choice. Journal of Urban Economics, 42(2), 261–284. https://doi.org/10.1006/juec.1996.2027 CraggM. KahnM. 1997 New Estimates of Climate Demand: Evidence from Location Choice Journal of Urban Economics 42 2 261 284 https://doi.org/10.1006/juec.1996.2027 Search in Google Scholar

Cropper, M. L., Deck, L., Kishor, N., & McConnell, K. E. (1993). Valuing Product Attributes Using Single Market Data: A Comparison of Hedonic and Discrete Choice Approaches. The Review of Economics and Statistics, 225–232. CropperM. L. DeckL. KishorN. McConnellK. E. 1993 Valuing Product Attributes Using Single Market Data: A Comparison of Hedonic and Discrete Choice Approaches The Review of Economics and Statistics 225 232 Search in Google Scholar

Freeman, R., Liang, W., Song, R., & Timmins, C. (2019). Willingness to Pay for Clean Air in China. Journal of Environmental Economics and Management, 94, 188–216. https://doi.org/10.1016/j.jeem.2019.01.005 FreemanR. LiangW. SongR. TimminsC. 2019 Willingness to Pay for Clean Air in China Journal of Environmental Economics and Management 94 188 216 https://doi.org/10.1016/j.jeem.2019.01.005 Search in Google Scholar

Giergiczny, M. (2008). Value of a Statistical Life—The Case of Poland. Environmental and Resource Economics, 41, 209–221. https://doi.org/10.1007/s10640-007-9188-2 GiergicznyM. 2008 Value of a Statistical Life—The Case of Poland Environmental and Resource Economics 41 209 221 https://doi.org/10.1007/s10640-007-9188-2 Search in Google Scholar

Guo, J., Feng, T., & Timmermans, H. J. P. (2020). Co-Dependent Workplace, Residence and Commuting Mode Choice: Results of a Multi-Dimensional Mixed Logit Model with Panel Effects. Cities, 96, 102448. https://doi.org/10.1016/j.cities.2019.102448 GuoJ. FengT. TimmermansH. J. P. 2020 Co-Dependent Workplace, Residence and Commuting Mode Choice: Results of a Multi-Dimensional Mixed Logit Model with Panel Effects Cities 96 102448 https://doi.org/10.1016/j.cities.2019.102448 Search in Google Scholar

Guo, X., & Hammitt, J. K. (2009). Compensating Wage Differentials with Unemployment: Evidence from China. Environmental and Resource Economics, 42, 187–209. https://doi.org/10.1007/s10640-008-9217-9 GuoX. HammittJ. K. 2009 Compensating Wage Differentials with Unemployment: Evidence from China Environmental and Resource Economics 42 187 209 https://doi.org/10.1007/s10640-008-9217-9 Search in Google Scholar

Hintermann, B., Alberini, A., & Markandya, A. (2010). Estimating the Value of Safety with Labour Market Data: Are the Results Trustworthy? Applied Economics, 42(9), 1085–1100. https://doi.org/10.1080/00036840802260940 HintermannB. AlberiniA. MarkandyaA. 2010 Estimating the Value of Safety with Labour Market Data: Are the Results Trustworthy? Applied Economics 42 9 1085 1100 https://doi.org/10.1080/00036840802260940 Search in Google Scholar

Jonker, N. (2001). Constructing Quality Adjusted Price Indexes: A Comparison of Hedonic and Discrete Choice Methods. De Nederlandsche Bank, Econometric Research and Special Studies Department. https://dx.doi.org/10.2139/ssrn.358104 JonkerN. 2001 Constructing Quality Adjusted Price Indexes: A Comparison of Hedonic and Discrete Choice Methods De Nederlandsche Bank, Econometric Research and Special Studies Department https://dx.doi.org/10.2139/ssrn.358104 Search in Google Scholar

Kniesner, T. J., Viscusi, W. K., Woock, C., & Ziliak, J. P. (2012). The Value of a Statistical Life: Evidence from Panel Data. Review of Economics and Statistics, 94(1), 74–87. https://doi.org/10.1162/REST_a_00229 KniesnerT. J. ViscusiW. K. WoockC. ZiliakJ. P. 2012 The Value of a Statistical Life: Evidence from Panel Data Review of Economics and Statistics 94 1 74 87 https://doi.org/10.1162/REST_a_00229 Search in Google Scholar

Lagarde, M., & Blaauw, D. (2009). A Review of the Application and Contribution of Discrete Choice Experiments to Inform Human Resources Policy Interventions. Human Resources for Health, 7, 1–10. https://doi.org/10.1186/1478-4491-7-62 LagardeM. BlaauwD. 2009 A Review of the Application and Contribution of Discrete Choice Experiments to Inform Human Resources Policy Interventions Human Resources for Health 7 1 10 https://doi.org/10.1186/1478-4491-7-62 Search in Google Scholar

Lim, H.-E., & Jan-Jan, S. (2006). Job Selection Criteria and Job Sector Preference of Economics Student: An Ordered Logit Model Analysis. International Journal of Business and Society, 7(1), 53. LimH.-E. Jan-JanS. 2006 Job Selection Criteria and Job Sector Preference of Economics Student: An Ordered Logit Model Analysis International Journal of Business and Society 7 1 53 Search in Google Scholar

Mangham, L. J., Hanson, K., & McPake, B. (2009). How to Do (or Not to Do)… Designing a Discrete Choice Experiment for Application in a Low-Income Country. Health Policy and Planning, 24(2), 151–158. https://doi.org/10.1093/heapol/czn047 ManghamL. J. HansonK. McPakeB. 2009 How to Do (or Not to Do)… Designing a Discrete Choice Experiment for Application in a Low-Income Country Health Policy and Planning 24 2 151 158 https://doi.org/10.1093/heapol/czn047 Search in Google Scholar

Manski, C. F., & Lerman, S. R. (1977). The Estimation of Choice Probabilities from Choice Based Samples. Econometrica: Journal of the Econometric Society, 1977–1988. https://doi.org/10.2307/1914121 ManskiC. F. LermanS. R. 1977 The Estimation of Choice Probabilities from Choice Based Samples Econometrica: Journal of the Econometric Society 1977 1988 https://doi.org/10.2307/1914121 Search in Google Scholar

McFadden, D. (1974). The Measurement of Urban Travel Demand. Journal of Public Economics, 3(4), 303–328. https://doi.org/10.1016/0047-2727(74)90003-6 McFaddenD. 1974 The Measurement of Urban Travel Demand Journal of Public Economics 3 4 303 328 https://doi.org/10.1016/0047-2727(74)90003-6 Search in Google Scholar

McFadden, D. (1980). Econometric Models for Probabilistic Choice Among Products. Journal of Business, S13–S29. McFaddenD. 1980 Econometric Models for Probabilistic Choice Among Products Journal of Business S13 S29 Search in Google Scholar

McFadden, D., & Train, K. (2000). Mixed MNL Models for Discrete Response. Journal of Applied Econometrics, 15(5), 447–470. https://doi.org/10.1002/1099-1255(200009/10)15:5%3C447::AID-JAE570%3E3.0.CO;2-1 McFaddenD. TrainK. 2000 Mixed MNL Models for Discrete Response Journal of Applied Econometrics 15 5 447 470 https://doi.org/10.1002/1099-1255(200009/10)15:5%3C447::AID-JAE570%3E3.0.CO;2-1 Search in Google Scholar

OECD. (2012). Mortality Risk Valuation in Environment, Health and Transport Policies. OECD Publishing. OECD 2012 Mortality Risk Valuation in Environment, Health and Transport Policies OECD Publishing Search in Google Scholar

Palmquist, R. B., & Israngkura, A. (1999). Valuing Air Quality with Hedonic and Discrete Choice Models. American Journal of Agricultural Economics, 81(5), 1128–1133. https://doi.org/10.2307/1244096 PalmquistR. B. IsrangkuraA. 1999 Valuing Air Quality with Hedonic and Discrete Choice Models American Journal of Agricultural Economics 81 5 1128 1133 https://doi.org/10.2307/1244096 Search in Google Scholar

Sinha, P., & Cropper, M. L. (2013). The Value of Climate Amenities: Evidence from US Migration Decisions. (No. w18756). National Bureau of Economic Research. SinhaP. CropperM. L. 2013 The Value of Climate Amenities: Evidence from US Migration Decisions. (No. w18756) National Bureau of Economic Research Search in Google Scholar

Sinha, P., Caulkins, M., & Cropper, M. (2021). The Value of Climate Amenities: A Comparison of Hedonic and Discrete Choice Approaches. Journal of Urban Economics, 126, 103371. https://doi.org/10.1016/j.jue.2021.103371 SinhaP. CaulkinsM. CropperM. 2021 The Value of Climate Amenities: A Comparison of Hedonic and Discrete Choice Approaches Journal of Urban Economics 126 103371 https://doi.org/10.1016/j.jue.2021.103371 Search in Google Scholar

Smitz, M.-F., Witter, S., Lemiere, C., Hoang-Vu Eozenou, P., Lievens, T., Zaman, R. U., Engelhardt, K., & Hou, X. (2016). Understanding Health Workers’ Job Preferences to Improve Rural Retention in Timor-Leste: Findings from a Discrete Choice Experiment. PloS ONE, 11(11), e0165940. https://doi.org/10.1371/journal.pone.0165940 SmitzM.-F. WitterS. LemiereC. Hoang-Vu EozenouP. LievensT. ZamanR. U. EngelhardtK. HouX. 2016 Understanding Health Workers’ Job Preferences to Improve Rural Retention in Timor-Leste: Findings from a Discrete Choice Experiment PloS ONE 11 11 e0165940 https://doi.org/10.1371/journal.pone.0165940 Search in Google Scholar

Thaler, R., & Rosen, S. (1976). The Value of Saving a Life: Evidence from the Labour Market. In Household Production and Consumption (pp. 265–302). National Bureau of Economic Research. ThalerR. RosenS. 1976 The Value of Saving a Life: Evidence from the Labour Market In Household Production and Consumption 265 302 National Bureau of Economic Research Search in Google Scholar

Wong, M. (2010). The Relationship between Marginal Willingness-to-Pay in the Hedonic and Discrete Choice Models. MPRA Working Paper. WongM. 2010 The Relationship between Marginal Willingness-to-Pay in the Hedonic and Discrete Choice Models MPRA Working Paper Search in Google Scholar

Zhang, N., Shaw, D., & Lin, C. Y. (2022). Implicit Prices of Job Risk, Climate, and Air Pollution: Evidence from Taiwan. Climate Change Economics, 13(4), 2250007. https://doi.org/10.1142/S2010007822500075 ZhangN. ShawD. LinC. Y. 2022 Implicit Prices of Job Risk, Climate, and Air Pollution: Evidence from Taiwan Climate Change Economics 13 4 2250007 https://doi.org/10.1142/S2010007822500075 Search in Google Scholar

Zhang, N., Mendelsohn, R., & Shaw, D. (2023). How to Identify and Estimate the Demand for Job Safety? MPRA Working Paper. ZhangN. MendelsohnR. ShawD. 2023 How to Identify and Estimate the Demand for Job Safety? MPRA Working Paper Search in Google Scholar