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Mixed logit estimation of willingness to pay distributions: a comparison of models in preference and WTP space using data from a health-related choice experiment

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  1. Li, Jinhu & Scott, Anthony & McGrail, Matthew & Humphreys, John & Witt, Julia, 2014. "Retaining rural doctors: Doctors' preferences for rural medical workforce incentives," Social Science & Medicine, Elsevier, vol. 121(C), pages 56-64.
  2. Crastes, Romain & Beaumais, Olivier & Arkoun, Ouerdia & Laroutis, Dimitri & Mahieu, Pierre-Alexandre & Rulleau, Bénédicte & Hassani-Taibi, Salima & Barbu, Vladimir Stefan & Gaillard, David, 2014. "Erosive runoff events in the European Union: Using discrete choice experiment to assess the benefits of integrated management policies when preferences are heterogeneous," Ecological Economics, Elsevier, vol. 102(C), pages 105-112.
  3. Caliendo, Marco & Cobb-Clark, Deborah A. & Pfeifer, Harald & Uhlendorff, Arne & Wehner, Caroline, 2024. "Managers’ risk preferences and firm training investments," European Economic Review, Elsevier, vol. 161(C).
  4. Kassie, Girma T. & Abdulai, Awudu & Haile, Aynalem & Yitayih, Mulugeta & Asnake, Woinishet & Rischkowsky, Barbara, 2023. "Understanding pastoralists’ preferences for goat traits: Application of all-levels and end-point choice experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 104(C).
  5. Claudia Bazzani & Marco A. Palma & Rodolfo M. Nayga, 2018. "On the use of flexible mixing distributions in WTP space: an induced value choice experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), pages 185-198, April.
  6. Lin, Boqiang & Tan, Ruipeng, 2017. "Are people willing to pay more for new energy bus fares?," Energy, Elsevier, vol. 130(C), pages 365-372.
  7. Laura-Lucia Richter & Melvyn Weeks, 2016. "Flexible Mixed Logit with Posterior Analysis: Exploring Willingness-to-Pay for Grid Resilience," Cambridge Working Papers in Economics 1631, Faculty of Economics, University of Cambridge.
  8. Matthew J. Baker, 2023. "Using bayesmixedlogit and bayesmixedlogitwtp in Stata," Papers 2302.01775, arXiv.org.
  9. Talevi, Marta & Pattanayak, Subhrendu K. & Das, Ipsita & Lewis, Jessica J. & Singha, Ashok K., 2022. "Speaking from experience: Preferences for cooking with biogas in rural India," Energy Economics, Elsevier, vol. 107(C).
  10. Meles, Tensay Hadush & Mekonnen, Alemu & Beyene, Abebe D. & Hassen, Sied & Pattanayak, Subhrendu K. & Sebsibie, Samuel & Klug, Thomas & Jeuland, Marc, 2021. "Households' valuation of power outages in major cities of Ethiopia: An application of stated preference methods," Energy Economics, Elsevier, vol. 102(C).
  11. Anthony Scott & Peter Sivey, 2022. "Motivation and competition in health care," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1695-1712, August.
  12. Liesbet Wetering & Job Exel & Ana Bobinac & Werner Brouwer, 2015. "Valuing QALYs in Relation to Equity Considerations Using a Discrete Choice Experiment," PharmacoEconomics, Springer, vol. 33(12), pages 1289-1300, December.
  13. Hotaling, Chelsea & Bird, Stephen & Heintzelman, Martin D., 2021. "Willingness to pay for microgrids to enhance community resilience," Energy Policy, Elsevier, vol. 154(C).
  14. Cordula Hinkes & Inken Christoph-Schulz, 2020. "No Palm Oil or Certified Sustainable Palm Oil? Heterogeneous Consumer Preferences and the Role of Information," Sustainability, MDPI, vol. 12(18), pages 1-26, September.
  15. Sawssan Boufous & Darren Hudson & Carlos Carpio, 2023. "Consumer willingness to pay for production attributes of cotton apparel," Agribusiness, John Wiley & Sons, Ltd., vol. 39(4), pages 1026-1048, October.
  16. Lang, Ghislaine & Farsi, Mehdi & Lanz, Bruno & Weber, Sylvain, 2021. "Energy efficiency and heating technology investments: Manipulating financial information in a discrete choice experiment," Resource and Energy Economics, Elsevier, vol. 64(C).
  17. Shr, Yau-Huo (Jimmy) & Ready, Richard & Orland, Brian & Echols, Stuart, 2019. "How Do Visual Representations Influence Survey Responses? Evidence from a Choice Experiment on Landscape Attributes of Green Infrastructure," Ecological Economics, Elsevier, vol. 156(C), pages 375-386.
  18. Anna Kollerup & Jacob Ladenburg, 2021. "Willingness to pay for accommodating job attributes when returning to work after cancer treatment: A discrete choice experiment with Danish breast cancer survivors," LABOUR, CEIS, vol. 35(3), pages 378-411, September.
  19. Nikhil Datta, 2019. "Willing to pay for security: a discrete choice experiment to analyse labour supply preferences," CEP Discussion Papers dp1632, Centre for Economic Performance, LSE.
  20. Seda Erdem & Danny Campbell & Arne Risa Hole, 2015. "Accounting for Attribute‐Level Non‐Attendance in a Health Choice Experiment: Does it Matter?," Health Economics, John Wiley & Sons, Ltd., vol. 24(7), pages 773-789, July.
  21. Bertoni, Marco & Chattopadhyay, Debdeep & Gu, Yuanyuan, 2023. "Medical Brain Drain – Assessing the Role of Job Attributes and Individual Traits," IZA Discussion Papers 16243, Institute of Labor Economics (IZA).
  22. Riise, Julie & Hole, Arne Risa & Gyrd-Hansen, Dorte & Skåtun, Diane, 2016. "GPs' implicit prioritization through clinical choices – evidence from three national health services," Journal of Health Economics, Elsevier, vol. 49(C), pages 169-183.
  23. Fonseca Morello, Thiago, 2022. "Subsidization of mechanized tillage as an alternative to fire-based land preparation by smallholders: An economic appraisal of the case of southwestern Brazilian Amazon," Land Use Policy, Elsevier, vol. 123(C).
  24. Christian Pfarr & Andreas Schmid & Morten Raun Mørkbak, 2018. "Modelling Heterogeneous Preferences for Income Redistribution–An Application of Continuous and Discrete Distributions," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 270-294, June.
  25. Walsh, Sharon & O'Shea, Eamon & Pierse, Tom & Kennelly, Brendan & Keogh, Fiona & Doherty, Edel, 2020. "Public preferences for home care services for people with dementia: A discrete choice experiment on personhood," Social Science & Medicine, Elsevier, vol. 245(C).
  26. Pallante, Giacomo & Drucker, Adam G. & Sthapit, Sajal, 2016. "Assessing the potential for niche market development to contribute to farmers' livelihoods and agrobiodiversity conservation: Insights from the finger millet case study in Nepal," Ecological Economics, Elsevier, vol. 130(C), pages 92-105.
  27. Meemken, Eva-Marie & Veettil, Prakashan Chellattan & Qaim, Matin, 2017. "Toward Improving the Design of Sustainability Standards—A Gendered Analysis of Farmers’ Preferences," World Development, Elsevier, vol. 99(C), pages 285-298.
  28. Zhaohui Zhang & Krishna P. Paudel & Kamal Upadhyaya, 2023. "Preference for rural living environment improvement initiatives in China," American Journal of Economics and Sociology, Wiley Blackwell, vol. 82(1), pages 61-78, January.
  29. Zhou, Guzhen & Hu, Wuyang & Schieffer, Jack & Robbins, Lynn, 2013. "Public Acceptance of and Willingness to Pay for Nanofood: Case of Canola Oil," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149662, Agricultural and Applied Economics Association.
  30. Genie, Mesfin G. & Nicoló, Antonio & Pasini, Giacomo, 2020. "The role of heterogeneity of patients’ preferences in kidney transplantation," Journal of Health Economics, Elsevier, vol. 72(C).
  31. Sibiko, Kenneth W. & Veettil, Prakashan C. & Qaim, Matin, 2016. "Small Farmers’ Preferences for Weather Index Insurance: Insights from Kenya," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246399, African Association of Agricultural Economists (AAAE).
  32. Dan Pan, 2016. "The Design of Policy Instruments towards Sustainable Livestock Production in China: An Application of the Choice Experiment Method," Sustainability, MDPI, vol. 8(7), pages 1-18, July.
  33. Shimeng Liu & Shunping Li & Yujia Li & Haipeng Wang & Jingjing Zhao & Gang Chen, 2019. "Job preferences for healthcare administration students in China: A discrete choice experiment," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-19, January.
  34. Grilli, Gaetano & Andrews, Barnaby & Ferrini, Silvia & Luisetti, Tiziana, 2022. "Could a mix of short- and long-term policies be the solution to tackle marine litter? Insights from a choice experiment in England and Ireland," Ecological Economics, Elsevier, vol. 201(C).
  35. Carlsson, Fredrik & Demeke, Eyoual & Martinsson, Peter & Tesemma, Tewodros, 2020. "Cost of power outages for manufacturing firms in Ethiopia: A stated preference study," Energy Economics, Elsevier, vol. 88(C).
  36. Li, Saiwei & Lopez, Rigoberto A. & Liu, Yumei, 2020. "Consumer preferences for sustainably produced milk in China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304193, Agricultural and Applied Economics Association.
  37. Gonçalves, Tânia & Pinto, Lígia M. Costa & Lourenço-Gomes, Lina, 2019. "Exploring distinct sources of heterogeneity in discrete choice experiment: An application to wine choice across European consumers," Economics Letters, Elsevier, vol. 178(C), pages 28-32.
  38. Óscar Brito Fernandes & Márta Péntek & Dionne Kringos & Niek Klazinga & László Gulácsi & Petra Baji, 2020. "Eliciting preferences for outpatient care experiences in Hungary: A discrete choice experiment with a national representative sample," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-15, July.
  39. Marije Schaafsma & Roy Brouwer, 2020. "Substitution Effects in Spatial Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 323-349, February.
  40. Kim, Hyunggeun & Park, Sangkyu & Lee, Jongsu, 2021. "Is renewable energy acceptable with power grid expansion? A quantitative study of South Korea's renewable energy acceptance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
  41. Jason M. Bienenfeld & Elizabeth R. Botkins & Brian E. Roe & Marvin T. Batte, 2016. "Country of origin labeling for complex supply chains: the case for labeling the location of different supply chain links," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 205-213, March.
  42. Penn, Jerrod & Hu, Wuyang, 2016. "Making the Most of Cheap Talk in an Online Survey," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236171, Agricultural and Applied Economics Association.
  43. Giacomo Pallante & Adam Drucker, 2014. "Niche Markets for Agrobiodiversity Conservation: Preference and Scale Heterogeneity Effects on Nepalese Consumers’ WTP for Finger Millet Products," SEEDS Working Papers 1414, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised May 2014.
  44. Hanna Ihli & Ronja Seegers & Etti Winter & Brian Chiputwa & Anja Gassner, 2022. "Preferences for tree fruit market attributes among smallholder farmers in Eastern Rwanda," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 5-21, January.
  45. Moon, Sungho & Kim, Kyungah & Seung, Hyunchan & Kim, Junghun, 2022. "Strategic analysis on effects of technologies, government policies, and consumer perceptions on diffusion of hydrogen fuel cell vehicles," Energy Economics, Elsevier, vol. 115(C).
  46. Meles, Tensay Hadush & Ryan, Lisa & Mukherjee, Sanghamitra C., 2022. "Heterogeneity in preferences for renewable home heating systems among Irish households," Applied Energy, Elsevier, vol. 307(C).
  47. Ajayi, V. & Reiner, D., 2020. "Consumer Willingness to Pay for Reducing the Environmental Footprint of Green Plastics," Cambridge Working Papers in Economics 20110, Faculty of Economics, University of Cambridge.
  48. Balogh, Péter & Békési, Dániel & Gorton, Matthew & Popp, József & Lengyel, Péter, 2016. "Consumer willingness to pay for traditional food products," Food Policy, Elsevier, vol. 61(C), pages 176-184.
  49. Dissanayake,Sahan T. M. & Beyene,Abebe Damte & Bluffstone,Randall & Gebreegziabher, Zenebe & Martinsson,Peter & Mekonnen,Alemu & Toman,Michael A. & Vieider,Ferdinand M., 2015. "Preferences for REDD+ contract attributes in low-income countries : a choice experiment in Ethiopia," Policy Research Working Paper Series 7296, The World Bank.
  50. Pedro Ramos & Hélio Alves & Paulo Guimarães & Maria A. Ferreira, 2017. "Junior doctors’ medical specialty and practice location choice: simulating policies to overcome regional inequalities," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(8), pages 1013-1030, November.
  51. Amilon, Anna & Ladenburg, Jacob & Siren, Anu & Vernstrøm Østergaard, Stine, 2020. "Willingness to pay for long-term home care services: Evidence from a stated preferences analysis," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
  52. Harold, Jason & Bertsch, Valentin & Fell, Harrison, 2021. "Preferences for curtailable electricity contracts: Can curtailment benefit consumers and the electricity system?," Energy Economics, Elsevier, vol. 102(C).
  53. Datta, Nikhil, 2019. "Willing to pay for security: a discrete choice experiment to analyse labour supply preferences," LSE Research Online Documents on Economics 103390, London School of Economics and Political Science, LSE Library.
  54. Völker, Marc & Lienhoop, Nele, 2016. "Exploring group dynamics in deliberative choice experiments," Ecological Economics, Elsevier, vol. 123(C), pages 57-67.
  55. Teferi, Ermias Tesfaye & Kassie, Girma T. & Pe, Mario Enrico & Fadda, Carlo, 2020. "Are farmers willing to pay for climate related traits of wheat? Evidence from rural parts of Ethiopia," Agricultural Systems, Elsevier, vol. 185(C).
  56. James Buchanan & Laurence S. J. Roope & Liz Morrell & Koen B. Pouwels & Julie V. Robotham & Lucy Abel & Derrick W. Crook & Tim Peto & Christopher C. Butler & A. Sarah Walker & Sarah Wordsworth, 2021. "Preferences for Medical Consultations from Online Providers: Evidence from a Discrete Choice Experiment in the United Kingdom," Applied Health Economics and Health Policy, Springer, vol. 19(4), pages 521-535, July.
  57. Timothy R. Silberg & Robert B. Richardson & Maria Claudia Lopez, 2020. "Maize farmer preferences for intercropping systems to reduce Striga in Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(2), pages 269-283, April.
  58. Line Bjørnskov Pedersen & Julie Riise & Arne Risa Hole & Dorte Gyrd-Hansen, 2014. "GPs' shifting agencies in choice of treatment," Applied Economics, Taylor & Francis Journals, vol. 46(7), pages 750-761, March.
  59. Landmann, D. & Feil, J.-H. & Lagerkvist, C.J. & Otter, V., 2018. "Designing capacity development activities of small-scale farmers in developing countries based on discrete choice experiments," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277738, International Association of Agricultural Economists.
  60. de Bresser, Jochem & Knoef, Marike & van Ooijen, Raun, 2022. "Preferences for in-kind and in-cash home care insurance," Journal of Health Economics, Elsevier, vol. 84(C).
  61. Jon Helgheim Holte & Peter Sivey & Birgit Abelsen & Jan Abel Olsen, 2016. "Modelling Nonlinearities and Reference Dependence in General Practitioners' Income Preferences," Health Economics, John Wiley & Sons, Ltd., vol. 25(8), pages 1020-1038, August.
  62. Sauthoff, Saramena & Anastassiadis, Friederike & Mußhoff, Oliver, 2015. "Analyzing farmers' preferences for substrate supply contracts for sugar beets," DARE Discussion Papers 1509, Georg-August University of Göttingen, Department of Agricultural Economics and Rural Development (DARE).
  63. Will, Christian & Lehmann, Nico & Baumgartner, Nora & Feurer, Sven & Jochem, Patrick & Fichtner, Wolf, 2022. "Consumer understanding and evaluation of carbon-neutral electric vehicle charging services," Applied Energy, Elsevier, vol. 313(C).
  64. Godager, Geir & Hennig-Schmidt, Heike & Li, Jing Jing & Wang, Jian & Yang, Fan, 2021. "Does gender affect medical decisions? Results from a behavioral experiment with physicians and medical students," HERO Online Working Paper Series 2021:1, University of Oslo, Health Economics Research Programme.
  65. Tomasz Gajderowicz & Maciej Jakubowski & Sylwia Wrona & Ghadah Alkhadim, 2023. "Is students’ teamwork a dreamwork? A new DCE-based multidimensional approach to preferences towards group work," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
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  68. Kimathi, Sally Mukami & Ayuya, Oscar Ingasia & Mutai, Benjamin, 2022. "Stated Farmers’ Preferences and Willingness to Pay for Climate Resilient Potato Varieties in Kenya: A Discrete Choice Experiment," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321220, Agricultural Economics Society - AES.
  69. Czajkowski, Mikołaj & Bylicki, Michał & Budziński, Wiktor & Buczyński, Mateusz, 2022. "Valuing externalities of outdoor advertising in an urban setting – the case of Warsaw," Journal of Urban Economics, Elsevier, vol. 130(C).
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  71. Meemken, Eva-Marie & Veettil, Prakashan Chellattan & Qaim, Matin, 2016. "Small farmers’ preferences for the design of certification schemes: Does gender matter?," GlobalFood Discussion Papers 235484, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  72. Probst, Lorenz & Houedjofonon, Elysée & Ayerakwa, Hayford Mensah & Haas, Rainer, 2012. "Will they buy it? The potential for marketing organic vegetables in the food vending sector to strengthen vegetable safety: A choice experiment study in three West African cities," Food Policy, Elsevier, vol. 37(3), pages 296-308.
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