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Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations

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  1. Mandy Ryan & Nicolas Krucien & Frouke Hermens, 2018. "The eyes have it: Using eye tracking to inform information processing strategies in multi‐attributes choices," Health Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 709-721, April.
  2. Milte, Rachel & Huynh, Elisabeth & Ratcliffe, Julie, 2019. "Assessing quality of care in nursing homes using discrete choice experiments: How does the level of cognitive functioning impact upon older people's preferences?," Social Science & Medicine, Elsevier, vol. 238(C), pages 1-1.
  3. 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.
  4. Daniela Covino & Flavio Boccia & Immacolata Viola, 2021. "Genetically modified and socially responsible foods: A significant relationship for consumer?s preferences," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(2), pages 371-383.
  5. 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.
  6. Nananda F. Col & Andrew J. Solomon & Vicky Springmann & Calvin P. Garbin & Carolina Ionete & Lori Pbert & Enrique Alvarez & Brenda Tierman & Ashli Hopson & Christen Kutz & Idanis Berrios Morales & Car, 2018. "Whose Preferences Matter? A Patient-Centered Approach for Eliciting Treatment Goals," Medical Decision Making, , vol. 38(1), pages 44-55, January.
  7. Shiwen Quan & Yinchu Zeng & Xiaohua Yu & Te Bao, 2018. "WTP for baby milk formula in China: Using attribute nonattendance as a priori information to select attributes in choice experiment," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 300-320, March.
  8. Dudinskaya, Emilia Cubero & Naspetti, Simona & Zanoli, Raffaele, 2020. "Using eye-tracking as an aid to design on-screen choice experiments," Journal of choice modelling, Elsevier, vol. 36(C).
  9. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
  10. T. Lehnert & O. H. Günther & A. Hajek & S. G. Riedel-Heller & H. H. König, 2018. "Preferences for home- and community-based long-term care services in Germany: a discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(9), pages 1213-1223, December.
  11. Hunt, Priscillia E & Smart, Rosanna, 2020. "Investigation of Employers' Preferences for the Design of Staffing Agency Incentives to Hire Ex-Felons," IZA Discussion Papers 13520, Institute of Labor Economics (IZA).
  12. 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).
  13. Kim, Ga-Eun & Kim, Ju-Hee & Yoo, Seung-Hoon, 2019. "South Korean consumers’ preferences for eco-friendly gasoline sedans: Results from a choice experiment survey," Transport Policy, Elsevier, vol. 77(C), pages 1-7.
  14. Tienhaara, Annika & Ahtiainen, Heini & Pouta, Eija, 2017. "Operationalization of ecosystem services for choice experiments: the effect of relevance in the valuation of agrienvironmental policies," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261433, European Association of Agricultural Economists.
  15. Jean Spinks & Son Nghiem & Joshua Byrnes, 2021. "Risky business, healthy lives: how risk perception, risk preferences and information influence consumer’s risky health choices," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(5), pages 811-831, July.
  16. Erping Jia & Yuanyuan Gu & Yingying Peng & Xianglin Li & Xiao Shen & Mingzhu Jiang & Juyang Xiong, 2020. "Preferences of Patients with Non-Communicable Diseases for Primary Healthcare Facilities: A Discrete Choice Experiment in Wuhan, China," IJERPH, MDPI, vol. 17(11), pages 1-15, June.
  17. Rachel Milte & Julie Ratcliffe & Gang Chen & Michelle Miller & Maria Crotty, 2018. "Taste, choice and timing: Investigating resident and carer preferences for meals in aged care homes," Nursing & Health Sciences, John Wiley & Sons, vol. 20(1), pages 116-124, March.
  18. Emma L Giles & Frauke Becker & Laura Ternent & Falko F Sniehotta & Elaine McColl & Jean Adams, 2016. "Acceptability of Financial Incentives for Health Behaviours: A Discrete Choice Experiment," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-19, June.
  19. Armatas, Christopher A. & Venn, Tyron J. & Watson, Alan E., 2014. "Applying Q-methodology to select and define attributes for non-market valuation: A case study from Northwest Wyoming, United States," Ecological Economics, Elsevier, vol. 107(C), pages 447-456.
  20. Flavio Boccia & Pasquale Sarnacchiaro, 2020. "Chi‐squared automatic interaction detector analysis on a choice experiment: An evaluation of responsible initiatives on consumers' purchasing behavior," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 1143-1151, March.
  21. Sophy Barber & Hilary Bekker & Joachim Marti & Sue Pavitt & Balvinder Khambay & David Meads, 2019. "Development of a Discrete-Choice Experiment (DCE) to Elicit Adolescent and Parent Preferences for Hypodontia Treatment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(1), pages 137-148, February.
  22. Konrad Obermann & Jasper Scheppe & Bernd Glazinski, 2013. "More Than Figures? Qualitative Research In Health Economics," Health Economics, John Wiley & Sons, Ltd., vol. 22(3), pages 253-257, March.
  23. Viberg Johansson, Jennifer & Shah, Nisha & Haraldsdóttir, Eik & Bentzen, Heidi Beate & Coy, Sarah & Kaye, Jane & Mascalzoni, Deborah & Veldwijk, Jorien, 2021. "Governance mechanisms for sharing of health data: An approach towards selecting attributes for complex discrete choice experiment studies," Technology in Society, Elsevier, vol. 66(C).
  24. Mamine, Fateh & Fares, M'hand & Minviel, Jean Joseph, 2020. "Contract Design for Adoption of Agrienvironmental Practices: A Meta-analysis of Discrete Choice Experiments," Ecological Economics, Elsevier, vol. 176(C).
  25. Flavio Boccia & Rosa Malgeri Manzo & Daniela Covino, 2019. "Consumer behavior and corporate social responsibility: An evaluation by a choice experiment," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(1), pages 97-105, January.
  26. Abiiro, Gilbert Abotisem & Torbica, Aleksandra & Kwalamasa, Kassim & De Allegri, Manuela, 2014. "Eliciting community preferences for complementary micro health insurance: A discrete choice experiment in rural Malawi," Social Science & Medicine, Elsevier, vol. 120(C), pages 160-168.
  27. Jackson, Louise J. & Roberts, Tracy E., 2015. "Conceptualising quality of life outcomes for women participating in testing for sexually transmitted infections: A systematic review and meta-synthesis of qualitative research," Social Science & Medicine, Elsevier, vol. 143(C), pages 162-170.
  28. Ellen M. Janssen & Jodi B. Segal & John F. P. Bridges, 2016. "A Framework for Instrument Development of a Choice Experiment: An Application to Type 2 Diabetes," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 9(5), pages 465-479, October.
  29. Caroline Vass & Dan Rigby & Katherine Payne, 2017. "The Role of Qualitative Research Methods in Discrete Choice Experiments," Medical Decision Making, , vol. 37(3), pages 298-313, April.
  30. Martin, Inès & Vranken, Liesbet & Ugás, Roberto, 2021. "Farmers’ Preferences to Cultivate Threatened Crop Varieties: Evidence from Peru," 2021 Conference, August 17-31, 2021, Virtual 315216, International Association of Agricultural Economists.
  31. Thomas G. Poder & Nathalie Carrier & Mathieu Roy & Chantal Camden, 2020. "A Discrete Choice Experiment on Women’s Preferences for Water Immersion During Labor and Birth: Identification, Refinement and Selection of Attributes and Levels," IJERPH, MDPI, vol. 17(6), pages 1-11, March.
  32. Nikita Arora & Matthew Quaife & Kara Hanson & Mylene Lagarde & Dorka Woldesenbet & Abiy Seifu & Romain Crastes dit Sourd, 2022. "Discrete choice analysis of health worker job preferences in Ethiopia: Separating attribute non‐attendance from taste heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 806-819, May.
  33. Apostolidis, Chrysostomos & McLeay, Fraser, 2016. "Should we stop meating like this? Reducing meat consumption through substitution," Food Policy, Elsevier, vol. 65(C), pages 74-89.
  34. Kibel, Mia & Vanstone, Meredith, 2017. "Reconciling ethical and economic conceptions of value in health policy using the capabilities approach: A qualitative investigation of Non-Invasive Prenatal Testing," Social Science & Medicine, Elsevier, vol. 195(C), pages 97-104.
  35. Lehmann, Nico & Sloot, Daniel & Ardone, Armin & Fichtner, Wolf, 2022. "Consumer preferences for the design of a demand response quota scheme – Results of a choice experiment in Germany," Energy Policy, Elsevier, vol. 167(C).
  36. Wasserman-Olin, Rebecca & Gomez, Miguel I. & Schmit, Todd M. & Bjoerkman, Thomas, 2023. "Improving wholesale local food procurement: a farmer choice experiment," 2023 Annual Meeting, July 23-25, Washington D.C. 335520, Agricultural and Applied Economics Association.
  37. Daniela Covino & Immacolata Viola & Tetiana Paientko & Flavio Boccia, 2021. "Neuromarketing: some remarks by an economic experiment on food consumer perception and ethic sustainability," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(1), pages 187-199.
  38. Mark Harrison & Carlo A. Marra & Nick Bansback, 2017. "Preferences for ‘New’ Treatments Diminish in the Face of Ambiguity," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 743-752, June.
  39. Fawsitt, Christopher Godfrey & Bourke, Jane & Lutomski, Jennifer E. & Meaney, Sarah & McElroy, Brendan & Murphy, Rosemary & Greene, Richard Anthony, 2017. "What women want: Exploring pregnant women’s preferences for alternative models of maternity care," Health Policy, Elsevier, vol. 121(1), pages 66-74.
  40. Sivey, Peter & Scott, Anthony & Witt, Julia & Joyce, Catherine & Humphreys, John, 2012. "Junior doctors’ preferences for specialty choice," Journal of Health Economics, Elsevier, vol. 31(6), pages 813-823.
  41. Jackson, Louise & Al-Janabi, Hareth & Roberts, Tracy & Ross, Jonthan, 2021. "Exploring young people's preferences for STI screening in the UK: A qualitative study and discrete choice experiment," Social Science & Medicine, Elsevier, vol. 279(C).
  42. Claudia Molema & Jorien Veldwijk & Wanda Wendel-Vos & Ardine de Wit & Ien van de Goor & Jantine Schuit, 2019. "Chronically ill patients’ preferences for a financial incentive in a lifestyle intervention. Results of a discrete choice experiment," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-15, July.
  43. Mark Harrison & Luke Spooner & Nick Bansback & Katherine Milbers & Cheryl Koehn & Kam Shojania & Axel Finckh & Marie Hudson, 2019. "Preventing rheumatoid arthritis: Preferences for and predicted uptake of preventive treatments among high risk individuals," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.
  44. Jensen, Anne Kejser, 2019. "A Structured Approach to Attribute Selection in Economic Valuation Studies: Using Q-methodology," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
  45. Osborne, Matthew & Lambe, Fiona & Ran, Ylva & Dehmel, Naira & Tabacco, Giovanni Alberto & Balungira, Joshua & Pérez-Viana, Borja & Widmark, Erik & Holmlid, Stefan & Verschoor, Arjan, 2022. "Designing development interventions: The application of service design and discrete choice experiments in complex settings," World Development, Elsevier, vol. 158(C).
  46. Richard Norman & Benjamin M. Craig & Paul Hansen & Marcel F. Jonker & John Rose & Deborah J. Street & Brendan Mulhern, 2019. "Issues in the Design of Discrete Choice Experiments," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(3), pages 281-285, June.
  47. He, Chenyi & Gao, Zhifeng, 2015. "Do picture labels give better idea to customers? A comparison of picture labels to traditional text describe labels in choice experiments," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205819, Agricultural and Applied Economics Association.
  48. Wang, Sophie Y. & Cantarelli, Paola & Groene, Oliver & Stargardt, Tom & Belle, Nicola, 2023. "Patient expectations do matter - Experimental evidence on antibiotic prescribing decisions among hospital-based physicians," Health Policy, Elsevier, vol. 128(C), pages 11-17.
  49. Adewole, Ayooluwa & Shipworth, Michelle & Lemaire, Xavier & Sanderson, Danielle, 2023. "Peer-to-Peer energy trading, independence aspirations and financial benefits among Nigerian households," Energy Policy, Elsevier, vol. 174(C).
  50. Sagebiel, Julian & Müller, Jakob R. & Rommel, Jens, 2013. "Are Consumers Willing to Pay More for Electricity from Cooperatives? Results from an Online Choice Experiment in Germany," MPRA Paper 52385, University Library of Munich, Germany.
  51. Rob Sheldon & Martin Dix & Terry Flynn & Paul Metcalfe, 2013. "Workshop report: good data is key to the development of good models: so how is innovation in data collection keeping apace?," Chapters, in: Stephane Hess & Andrew Daly (ed.), Choice Modelling, chapter 6, pages 125-143, Edward Elgar Publishing.
  52. 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).
  53. Wiebke Mohr & Anika Rädke & Adel Afi & Franka Mühlichen & Moritz Platen & Annelie Scharf & Bernhard Michalowsky & Wolfgang Hoffmann, 2022. "Development of a Quantitative Preference Instrument for Person-Centered Dementia Care—Stage 2: Insights from a Formative Qualitative Study to Design and Pretest a Dementia-Friendly Analytic Hierarchy ," IJERPH, MDPI, vol. 19(14), pages 1-21, July.
  54. Teahan, Áine & Walsh, Sharon & Doherty, Edel & O'Shea, Eamon, 2021. "Supporting family carers of people with dementia: A discrete choice experiment of public preferences," Social Science & Medicine, Elsevier, vol. 287(C).
  55. Nur Syuhada, C.I. & Mahirah, K. & Roseliza, M.A., 2020. "Dealing with attributes in a discrete choice experiment on valuation of water services in East Peninsular Malaysia," Utilities Policy, Elsevier, vol. 64(C).
  56. 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).
  57. McDonnell, Thérèse & Nicholson, Emma & Bury, Gerard & Collins, Claire & Conlon, Ciara & De Brún, Aoife & Doherty, Edel & McAuliffe, Eilish, 2023. "The role of contextual factors in decision-making by General Practitioners on paediatric referral to the Emergency Department in Ireland: A Discrete Choice Experiment," Health Policy, Elsevier, vol. 132(C).
  58. Dellaert, Benedict G.C. & Arentze, Theo & Horeni, Oliver & Timmermans, Harry J.P., 2017. "Deriving attribute utilities from mental representations of complex decisions," Journal of choice modelling, Elsevier, vol. 22(C), pages 24-38.
  59. Carlsen, Benedicte & Hole, Arne Risa & Kolstad, Julie Riise & Norheim, Ole Frithjof, 2012. "When you can’t have the cake and eat it too," Social Science & Medicine, Elsevier, vol. 75(11), pages 1964-1973.
  60. Kaat de Corte & John Cairns & Richard Grieve, 2021. "Stated versus revealed preferences: An approach to reduce bias," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1095-1123, May.
  61. Wiebke Mohr & Anika Rädke & Adel Afi & Franka Mühlichen & Moritz Platen & Bernhard Michalowsky & Wolfgang Hoffmann, 2022. "Development of a Quantitative Instrument to Elicit Patient Preferences for Person-Centered Dementia Care Stage 1: A Formative Qualitative Study to Identify Patient Relevant Criteria for Experimental D," IJERPH, MDPI, vol. 19(13), pages 1-27, June.
  62. Peyron, Christine & Pélissier, Aurore & Béjean, Sophie, 2018. "Preference heterogeneity with respect to whole genome sequencing. A discrete choice experiment among parents of children with rare genetic diseases," Social Science & Medicine, Elsevier, vol. 214(C), pages 125-132.
  63. 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).
  64. Jeanloz, Sarah & Lizin, Sebastien & Beenaerts, Natalie & Brouwer, Roy & Van Passel, Steven & Witters, Nele, 2016. "Towards a more structured selection process for attributes and levels in choice experiments: A study in a Belgian protected area," Ecosystem Services, Elsevier, vol. 18(C), pages 45-57.
  65. Menyeh, Bridget Okyerebea, 2021. "Financing electricity access in Africa: A choice experiment study of household investor preferences for renewable energy investments in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
  66. Emily Lancsar & Peter Burge, 2014. "Choice modelling research in health economics," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 28, pages 675-687, Edward Elgar Publishing.
  67. Spinks, Jean & Mortimer, Duncan, 2015. "The effect of traffic lights and regulatory statements on the choice between complementary and conventional medicines in Australia: Results from a discrete choice experiment," Social Science & Medicine, Elsevier, vol. 124(C), pages 257-265.
  68. Pierre-Alexandre Mahieu & Henrik Andersson & Olivier Beaumais & Romain Crastes & François-Charles Wolff, 2014. "Is Choice Experiment Becoming more Popular than Contingent Valuation? A Systematic Review in Agriculture, Environment and Health," Working Papers 2014.12, FAERE - French Association of Environmental and Resource Economists.
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