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Sample Size Requirements for Discrete-Choice Experiments in Healthcare: a Practical Guide

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  1. Koşar, Gizem & Ransom, Tyler & van der Klaauw, Wilbert, 2022. "Understanding migration aversion using elicited counterfactual choice probabilities," Journal of Econometrics, Elsevier, vol. 231(1), pages 123-147.
  2. Plaxcedes Chiwire & Charlotte Beaudart & Silvia M. Evers & Hassan Mahomed & Mickaël Hiligsmann, 2022. "Enhancing Public Participation in Public Health Offerings: Patient Preferences for Facilities in the Western Cape Province Using a Discrete Choice Experiment," IJERPH, MDPI, vol. 19(1), pages 1-26, January.
  3. Buckell, John & Hess, Stephane, 2019. "Stubbing out hypothetical bias: improving tobacco market predictions by combining stated and revealed preference data," Journal of Health Economics, Elsevier, vol. 65(C), pages 93-102.
  4. Rumbidzai N. Mutsekwa & Katrina L. Campbell & Russell Canavan & Brendan Mulhern & Rebecca L. Angus & Joshua M. Byrnes, 2023. "Patient Preferences for Attributes that Characterise Alternative Models of Care in Gastroenterology: A Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 16(2), pages 165-177, March.
  5. Demarchi, Gabriela & Subervie, Julie & Leite, Fernando Palha & Laclau, Jean-Paul, 2021. "Farmers' preferences for water-saving strategies in Brazilian eucalypt plantations," Forest Policy and Economics, Elsevier, vol. 128(C).
  6. Black, Michael A. & Woodward, Richard T. & Morgan, Cristine & Bagnall, Dianna & Kiella, Erin & Cisneros, Marissa & McIntosh, William Alex, 2020. "An empirical estimate of value of manageable soil quality," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304430, Agricultural and Applied Economics Association.
  7. Rossetti, Tomás & Broaddus, Andrea & Ruhl, Melissa & Daziano, Ricardo, 2023. "Commuter preferences for a first-mile/last-mile microtransit service in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 167(C).
  8. José Alberto Lara-Pulido & Ángela Mojica & Aaron Bruner & Alejandro Guevara-Sanginés & Cecilia Simon & Felipe Vásquez-Lavin & Cristopher González-Baca & María José Infanzón, 2021. "A Business Case for Marine Protected Areas: Economic Valuation of the Reef Attributes of Cozumel Island," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
  9. van Cranenburgh, Sander & Bliemer, Michiel C.J., 2019. "Information theoretic-based sampling of observations," Journal of choice modelling, Elsevier, vol. 31(C), pages 181-197.
  10. Nicole Stein & Stefan Spinler & Helga Vanthournout & Vered Blass, 2020. "Consumer Perception of Online Attributes in Circular Economy Activities," Sustainability, MDPI, vol. 12(5), pages 1-16, March.
  11. Ashlyn Hansen & Scott D. Brown & Marie B. H. Yap, 2021. "Enhancing Engagement of Fathers in Web-Based Preventive Parenting Programs for Adolescent Mental Health: A Discrete Choice Experiment," IJERPH, MDPI, vol. 18(23), pages 1-19, November.
  12. Danso, G. K. & Otoo, Miriam & Duy Linh, N. & Madurangi, Ganesha, "undated". "Households’ willingness-to-pay for fish product attributes and implications for market feasibility of wastewater-based aquaculture businesses in Hanoi, Vietnam," Papers published in Journals (Open Access) H048216, International Water Management Institute.
  13. Simon Gwara & Edilegnaw Wale & Alfred Odindo & Chris Buckley, 2020. "Why do We Know So Much and Yet So Little? A Scoping Review of Willingness to Pay for Human Excreta Derived Material in Agriculture," Sustainability, MDPI, vol. 12(16), pages 1-25, August.
  14. Chinedu, Obi & Sanou, Edouard & Tur-Cardona, Juan & Bartolini, Fabio & Gheysen, Godelieve & Speelman, Stijn, 2018. "Farmers’ valuation of transgenic biofortified sorghum for nutritional improvement in Burkina Faso: A latent class approach," Food Policy, Elsevier, vol. 79(C), pages 132-140.
  15. Que, Sisi & Awuah-Offei, Kwame & Weidner, Nathan & Wang, Yumin, 2017. "Discrete choice experiment validation: A resource project case study," Journal of choice modelling, Elsevier, vol. 22(C), pages 39-50.
  16. Diana Kusumastuti & Alan Nicholson, 2018. "Mixed-use development in Christchurch, New Zealand: Do you want to live there?," Urban Studies, Urban Studies Journal Limited, vol. 55(12), pages 2682-2702, September.
  17. Benjamin Rupert Fletcher & Rachel Rowe & Jennifer Hollowell & Miranda Scanlon & Lisa Hinton & Oliver Rivero-Arias, 2019. "Exploring women’s preferences for birth settings in England: A discrete choice experiment," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-17, April.
  18. 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).
  19. Swait, J. & de Bekker-Grob, E.W., 2022. "A discrete choice model implementing gist-based categorization of alternatives, with applications to patient preferences for cancer screening and treatment," Journal of Health Economics, Elsevier, vol. 85(C).
  20. Yang, Jui-Chen & Johnson, F. Reed & Kilambi, Vikram & Mohamed, Ateesha F., 2015. "Sample size and utility-difference precision in discrete-choice experiments: A meta-simulation approach," Journal of choice modelling, Elsevier, vol. 16(C), pages 50-57.
  21. Aleksandra Torbica & Carla Rognoni & Rosanna Tarricone, 2021. "Investigating Patients’ Preferences to Inform Drug Development Decisions: Novel Insights from a Discrete Choice Experiment in Migraine," IJERPH, MDPI, vol. 18(9), pages 1-18, May.
  22. Galárraga, Omar & Kuo, Caroline & Mtukushe, Bulelwa & Maughan-Brown, Brendan & Harrison, Abigail & Hoare, Jackie, 2020. "iSAY (incentives for South African youth): Stated preferences of young people living with HIV," Social Science & Medicine, Elsevier, vol. 265(C).
  23. Georgarakis, Elena & Bauwens, Thomas & Pronk, Anne-Marie & AlSkaif, Tarek, 2021. "Keep it green, simple and socially fair: A choice experiment on prosumers’ preferences for peer-to-peer electricity trading in the Netherlands," Energy Policy, Elsevier, vol. 159(C).
  24. George K. Danso & Miriam Otoo & Nguyen Duy Linh & Ganesha Madurangi, 2017. "Households’ Willingness-to-Pay for Fish Product Attributes and Implications for Market Feasibility of Wastewater-Based Aquaculture Businesses in Hanoi, Vietnam," Resources, MDPI, vol. 6(3), pages 1-22, July.
  25. Frimpong, Jemima A. & Helleringer, Stephane, 2020. "Financial Incentives for Downloading COVID–19 Digital Contact Tracing Apps," SocArXiv 9vp7x, Center for Open Science.
  26. John Buckell & David A Hensher & Stephane Hess, 2021. "Kicking the habit is hard: A hybrid choice model investigation into the role of addiction in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 3-19, January.
  27. Dimitrios Gouglas & Kendall Hoyt & Elizabeth Peacocke & Aristidis Kaloudis & Trygve Ottersen & John-Arne Røttingen, 2019. "Setting Strategic Objectives for the Coalition for Epidemic Preparedness Innovations: An Exploratory Decision Analysis Process," Service Science, INFORMS, vol. 49(6), pages 430-446, November.
  28. Minghuan Jiang & Yilin Gong & Yu Fang & Xuelin Yao & Liuxin Feng & Shan Zhu & Jin Peng & Xinke Shi, 2022. "Parental Preferences of Influenza Vaccination for Children in China: A National Survey with a Discrete Choice Experiment," IJERPH, MDPI, vol. 19(4), pages 1-14, February.
  29. Shimeng Liu & Yingyao Chen & Shunping Li & Ningze Xu & Chengxiang Tang & Yan Wei, 2021. "What Are the Important Factors Influencing the Recruitment and Retention of Doctoral Students in a Public Health Setting? A Discrete Choice Experiment Survey in China," IJERPH, MDPI, vol. 18(18), pages 1-14, September.
  30. Haghani, Milad & Bliemer, Michiel C.J. & Hensher, David A., 2021. "The landscape of econometric discrete choice modelling research," Journal of choice modelling, Elsevier, vol. 40(C).
  31. Großmann, Heiko, 2019. "A practical approach to designing partial-profile choice experiments with two alternatives for estimating main effects and interactions of many two-level attributes," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
  32. Huls, Samare P.I. & de Bekker-Grob, Esther W., 2022. "Can healthcare choice be predicted using stated preference data? The role of model complexity in a discrete choice experiment about colorectal cancer screening," Social Science & Medicine, Elsevier, vol. 315(C).
  33. Leonardo Cei & Edi Defrancesco & Paola Gatto & Francesco Pagliacci, 2023. "Pay more for me, I’m from the mountains! The role of the EU Mountain Product term and other credence attributes in consumers’ valuation of lamb meat," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-21, December.
  34. Liu, Yun & Kong, Qingxia & de Bekker-Grob, Esther W., 2019. "Public preferences for health care facilities in rural China: A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 237(C), pages 1-1.
  35. Zhang, Rong & Zhu, Lichao, 2019. "Threshold incorporating freight choice modeling for hinterland leg transportation chain of export containers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 858-872.
  36. John Buckell & Joachim Marti & Jody L. Sindelar, 2017. "Should Flavors be Banned in E-cigarettes? Evidence on Adult Smokers and Recent Quitters from a Discrete Choice Experiment," NBER Working Papers 23865, National Bureau of Economic Research, Inc.
  37. Joachim Marti & John Buckell & Johanna Catherine Maclean & Jody L. Sindelar, 2016. "To ‘Vape’ or Smoke? A Discrete Choice Experiment Among U.S. Adult Smokers," NBER Working Papers 22079, National Bureau of Economic Research, Inc.
  38. Emmanuel Aboagye & Jan Hagberg & Iben Axén & Lydia Kwak & Malin Lohela-Karlsson & Eva Skillgate & Gunilla Dahlgren & Irene Jensen, 2017. "Individual preferences for physical exercise as secondary prevention for non-specific low back pain: A discrete choice experiment," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-15, December.
  39. 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.
  40. Rowen, Donna & Powell, Philip A. & Hole, Arne Risa & Aragon, Maria-Jose & Castelli, Adriana & Jacobs, Rowena, 2022. "Valuing quality in mental healthcare: A discrete choice experiment eliciting preferences from mental healthcare service users, mental healthcare professionals and the general population," Social Science & Medicine, Elsevier, vol. 301(C).
  41. D. Fang & R. M. Nayga & H. A. Snell & G. H. West & C. Bazzani, 2019. "Evaluating USA’s New Nutrition and Supplement Facts Label: Evidence from a Non-hypothetical Choice Experiment," Journal of Consumer Policy, Springer, vol. 42(4), pages 545-562, December.
  42. Joachim Marti & John Buckell & Johanna Catherine Maclean & Jody Sindelar, 2019. "To “Vape” Or Smoke? Experimental Evidence On Adult Smokers," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 705-725, January.
  43. de Bekker-Grob, E.W. & Donkers, B. & Bliemer, M.C.J. & Veldwijk, J. & Swait, J.D., 2020. "Can healthcare choice be predicted using stated preference data?," Social Science & Medicine, Elsevier, vol. 246(C).
  44. Jinzi Zhang & Pu Ge & Xialei Li & Mei Yin & Yujia Wang & Waikit Ming & Jinhui Li & Pei Li & Xinying Sun & Yibo Wu, 2022. "Personality Effects on Chinese Public Preference for the COVID-19 Vaccination: Discrete Choice Experiment and Latent Profile Analysis Study," IJERPH, MDPI, vol. 19(8), pages 1-20, April.
  45. Caroline M Vass & Anne Barton & Katherine Payne, 2022. "Towards Personalising the Use of Biologics in Rheumatoid Arthritis: A Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 15(1), pages 109-119, January.
  46. Arora, Nikita & dit Sourd, Romain Crastes & Quaife, Matthew & Vassall, Anna & Ferrari, Giulia & Alangea, Deda Ogum & Tawiah, Theresa & Dwommoh Prah, Rebecca Kyerewaa & Jewkes, Rachel & Hanson, Kara & , 2023. "The stated preferences of community-based volunteers for roles in the prevention of violence against women and girls in Ghana: A discrete choice analysis," Social Science & Medicine, Elsevier, vol. 324(C).
  47. Uehara, Takuro & Hidaka, Takeshi & Tsuge, Takahiro & Sakurai, Ryo & Cordier, Mateo, 2021. "An adaptive social-ecological system management matrix for guiding ecosystem service improvements," Ecosystem Services, Elsevier, vol. 50(C).
  48. Lee, Hye-Jae & Bae, Eun-Young, 2017. "Eliciting preferences for medical devices in South Korea: A discrete choice experiment," Health Policy, Elsevier, vol. 121(3), pages 243-249.
  49. Sydenham, Rikke Vognbjerg & Jarbøl, Dorte Ejg & Hansen, Malene Plejdrup & Justesen, Ulrik Stenz & Watson, Verity & Pedersen, Line Bjørnskov, 2022. "Prescribing antibiotics: Factors driving decision-making in general practice. A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 305(C).
  50. Angell, Blake & Onwujekwe, Obinna & Roy, Pallavi & Nwokolo, Chukwudi & McKee, Martin & Mandeville, Kate & Obodoechi, Divine & Agwu, Prince & Odii, Aloysius & Orjiakor, Charles & Hutchinson, Eleanor & , 2023. "Designing feasible anti-corruption strategies in the Nigerian health system: A latent class analysis of a discrete choice experiment," World Development, Elsevier, vol. 166(C).
  51. Na-na Wang & Liang-guo Luo & Ya-ru Pan & Xue-mei Ni, 2019. "Use of discrete choice experiments to facilitate design of effective environmentally friendly agricultural policies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(4), pages 1543-1559, August.
  52. Sriwastava, Ambuj & Reichert, Peter, 2023. "Reducing sample size requirements by extending discrete choice experiments to indifference elicitation," Journal of choice modelling, Elsevier, vol. 48(C).
  53. Arif Yustian Maulana Noor & Hery Toiba & Budi Setiawan & Abdul Wahib Muhaimin & Adhitya Marendra Kiloes, 2022. "The application of choice experiments in a study on consumer preference for agri-food products: A literature review," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(5), pages 189-197.
  54. Shane D Johnson & John M Blythe & Matthew Manning & Gabriel T W Wong, 2020. "The impact of IoT security labelling on consumer product choice and willingness to pay," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-21, January.
  55. Osman, Ahmed M.Y. & Wu, Jing & He, Xiaoning & Chen, Gang, 2021. "Eliciting SF-6Dv2 health state utilities using an anchored best-worst scaling technique," Social Science & Medicine, Elsevier, vol. 279(C).
  56. John Buckell & Vrinda Vasavada & Sarah Wordsworth & Dean A. Regier & Matthew Quaife, 2022. "Utility maximization versus regret minimization in health choice behavior: Evidence from four datasets," Health Economics, John Wiley & Sons, Ltd., vol. 31(2), pages 363-381, February.
  57. Gerzaín Avilés-Polanco & Marco Antonio Almendarez-Hernández & Luis Felipe Beltrán-Morales & Ileana Serrano-Fraire & Alfredo Ortega-Rubio, 2021. "Consumer Preferences for Labeled Plant-Based Products Associated with Traditional Knowledge: A Study in Protected Natural Areas of Northwest Mexico," Land, MDPI, vol. 10(4), pages 1-19, April.
  58. Lehmann, Nico & Sloot, Daniel & Ardone, Armin & Fichtner, Wolf, 2021. "The limited potential of regional electricity marketing – Results from two discrete choice experiments in Germany," Energy Economics, Elsevier, vol. 100(C).
  59. Masako Numata & Masahiro Sugiyama & Wunna Swe & Daniel del Barrio Alvarez, 2021. "Willingness to Pay for Renewable Energy in Myanmar: Energy Source Preference," Energies, MDPI, vol. 14(5), pages 1-17, March.
  60. Philipp A. Toussaint & Scott Thiebes & Manuel Schmidt-Kraepelin & Ali Sunyaev, 2022. "Perceived fairness of direct-to-consumer genetic testing business models," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1621-1638, September.
  61. Mohd Zuhair & Ram Babu Roy, 2022. "Eliciting relative preferences for the attributes of health insurance schemes among rural consumers in India," International Journal of Health Economics and Management, Springer, vol. 22(4), pages 443-458, December.
  62. Jackson Bunyangha & Agnes. W. N. Muthumbi & Anthony Egeru & Robert Asiimwe & Dunston W. Ulwodi & Nathan. N. Gichuki & Mwanjalolo. J. G. Majaliwa, 2022. "Preferred Attributes for Sustainable Wetland Management in Mpologoma Catchment, Uganda: A Discrete Choice Experiment," Land, MDPI, vol. 11(7), pages 1-18, June.
  63. Kolstoe, Sonja & Naald, Brian Vander & Cohan, Alison, 2022. "A tale of two samples: Understanding WTP differences in the age of social media," Ecosystem Services, Elsevier, vol. 55(C).
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