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Non-attendance and dual processing of common-metric attributes in choice analysis: a latent class specification

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Cited by:

  1. Yoo, Hong Il & Doiron, Denise, 2013. "The use of alternative preference elicitation methods in complex discrete choice experiments," Journal of Health Economics, Elsevier, vol. 32(6), pages 1166-1179.
  2. Lea S. Svenningsen, 2019. "Social preferences for distributive outcomes of climate policy," Climatic Change, Springer, vol. 157(2), pages 319-336, November.
  3. Mohammed Alemu & Morten Mørkbak & Søren Olsen & Carsten Jensen, 2013. "Attending to the Reasons for Attribute Non-attendance in Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(3), pages 333-359, March.
  4. Trey Malone & Jayson L. Lusk, 2019. "Releasing The Trap: A Method To Reduce Inattention Bias In Survey Data With Application To U.S. Beer Taxes," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 584-599, January.
  5. Kim, Sung Hoo & Mokhtarian, Patricia L., 2023. "Finite mixture (or latent class) modeling in transportation: Trends, usage, potential, and future directions," Transportation Research Part B: Methodological, Elsevier, vol. 172(C), pages 134-173.
  6. Díaz, Verónica & Montoya, Ricardo & Maldonado, Sebastián, 2023. "Preference estimation under bounded rationality: Identification of attribute non-attendance in stated-choice data using a support vector machines approach," European Journal of Operational Research, Elsevier, vol. 304(2), pages 797-812.
  7. John Lai & Nicole O. Widmar & Courtney Bir, 2020. "Eliciting Consumer Willingness to Pay for Home Internet Service: Closing the Digital Divide in the State of Indiana," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 263-282, June.
  8. Tsoleridis, Panagiotis & Choudhury, Charisma F. & Hess, Stephane, 2022. "Deriving transport appraisal values from emerging revealed preference data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 225-245.
  9. Kemper, Nathan & Popp, Jennie & Nayga, Jr., Rodolfo M. & Bazzani, Claudia, 2024. "A Query Approach to Modeling Attendance to Attributes in Discrete Choice Experiments," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 0(Preprint), January.
  10. Boeri, Marco & Scarpa, Riccardo & Chorus, Caspar G., 2014. "Stated choices and benefit estimates in the context of traffic calming schemes: Utility maximization, regret minimization, or both?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 121-135.
  11. Eline D'Haene & Juan Tur Cardona & Stijn Speelman & Koen Schoors & Marijke D'Haese, 2021. "Unraveling preferences for religious ties in food transactions: A consumer perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 52(4), pages 701-716, July.
  12. Stephane Hess, 2014. "Latent class structures: taste heterogeneity and beyond," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 14, pages 311-330, Edward Elgar Publishing.
  13. Ben McNair & David Hensher & Jeff Bennett, 2012. "Modelling Heterogeneity in Response Behaviour Towards a Sequence of Discrete Choice Questions: A Probabilistic Decision Process Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(4), pages 599-616, April.
  14. Chiara Paffarini & Biancamaria Torquati & Tiziano Tempesta & Sonia Venanzi & Daniel Vecchiato, 2021. "Rural sustainability and food choice: the effect of territorial characteristics on the consumers’ preferences for organic lentils," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-23, December.
  15. Kravchenko, Alex, 2014. "Influence of rudimentary attribute non-attendance (ANA) on choice experiment parameter estimates and design efficiency: A Monte Carlo Simulation analysis," Journal of choice modelling, Elsevier, vol. 11(C), pages 57-68.
  16. David Hensher & Andrew Collins & William Greene, 2013. "Accounting for attribute non-attendance and common-metric aggregation in a probabilistic decision process mixed multinomial logit model: a warning on potential confounding," Transportation, Springer, vol. 40(5), pages 1003-1020, September.
  17. Kosenius, Anna-Kaisa, 2013. "Preference discontinuity in choice experiment: Determinants and implications," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 45(C), pages 138-145.
  18. Colombo, Sergio & Christie, Michael & Hanley, Nick, 2013. "What are the consequences of ignoring attributes in choice experiments? Implications for ecosystem service valuation," Ecological Economics, Elsevier, vol. 96(C), pages 25-35.
  19. Caputo, Vincenzina & Loo, Ellen J. Van & Scarpa, Riccardo & Nayga, Rodolfo M. Jr & Verbeke, Wim, 2014. "“Using Experiments to Address Attribute Non-attendance in Consumer Food Choices”," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 177173, Agricultural and Applied Economics Association.
  20. Scarpa, Riccardo & Notaro, Sandra & Raffaelli, Roberta & Louviere, Jordan, 2011. "Modelling attribute non-attendance in best-worst rank ordered choice data to estimate tourism benefits from Alpine pasture heritage," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 115990, European Association of Agricultural Economists.
  21. Stephane Hess & Amanda Stathopoulos & Andrew Daly, 2012. "Allowing for heterogeneous decision rules in discrete choice models: an approach and four case studies," Transportation, Springer, vol. 39(3), pages 565-591, May.
  22. David Hensher & John Rose & William Greene, 2012. "Inferring attribute non-attendance from stated choice data: implications for willingness to pay estimates and a warning for stated choice experiment design," Transportation, Springer, vol. 39(2), pages 235-245, March.
  23. Buckwell, Andrew & Fleming, Christopher & Muurmans, Maggie & Smart, James & Mackey, Brendan, 2020. "Revealing the dominant discourses of stakeholders towards natural resource management in Port Resolution, Vanuatu, using Q-method," 2020 Conference (64th), February 12-14, 2020, Perth, Western Australia 305231, Australian Agricultural and Resource Economics Society.
  24. Emily Lancsar & Denzil G. Fiebig & Arne Risa Hole, 2017. "Discrete Choice Experiments: A Guide to Model Specification, Estimation and Software," PharmacoEconomics, Springer, vol. 35(7), pages 697-716, July.
  25. Nguyen, Thanh Cong & Robinson, Jackie & Whitty, Jennifer A. & Kaneko, Shinji & Nguyen, The Chinh, 2015. "Attribute non-attendance in discrete choice experiments: A case study in a developing country," Economic Analysis and Policy, Elsevier, vol. 47(C), pages 22-33.
  26. Kaat Van Hoyweghen & Janne Bemelmans & Hendrik Feyaerts & Goedele Van den Broeck & Miet Maertens, 2023. "Small Family, Happy Family? Fertility Preferences and the Quantity–Quality Trade-Off in Sub-Saharan Africa," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(6), pages 1-35, December.
  27. Kazagli, Evanthia & de Lapparent, Matthieu, 2023. "A discrete choice modeling framework of heterogenous decision rules accounting for non-trading behavior," Journal of choice modelling, Elsevier, vol. 48(C).
  28. Danny Campbell & David A. Hensher & Riccardo Scarpa, 2011. "Non-attendance to attributes in environmental choice analysis: a latent class specification," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(8), pages 1061-1076, December.
  29. Genie, Mesfin G. & Ryan, Mandy & Krucien, Nicolas, 2021. "To pay or not to pay? Cost information processing in the valuation of publicly funded healthcare," Social Science & Medicine, Elsevier, vol. 276(C).
  30. Martey, Edward & Goldsmith, Peter, 2020. "Heterogeneous demand for soybean quality," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 15(1), March.
  31. Mylene Lagarde, 2013. "Investigating Attribute Non‐Attendance And Its Consequences In Choice Experiments With Latent Class Models," Health Economics, John Wiley & Sons, Ltd., vol. 22(5), pages 554-567, May.
  32. David Hensher, 2014. "Attribute processing as a behavioural strategy in choice making," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 12, pages 268-289, Edward Elgar Publishing.
  33. Milad Haghani & Majid Sarvi & Zahra Shahhoseini & Maik Boltes, 2016. "How Simple Hypothetical-Choice Experiments Can Be Utilized to Learn Humans’ Navigational Escape Decisions in Emergencies," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-24, November.
  34. Collins, Andrew T. & Rose, John M. & Hensher, David A., 2013. "Specification issues in a generalised random parameters attribute nonattendance model," Transportation Research Part B: Methodological, Elsevier, vol. 56(C), pages 234-253.
  35. De Marchi, E. & Cavaliere, A. & Banterle, A., 2018. "Consumer choice behavior for cisgenic food: exploring attribute processing strategies and the role of time preference," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277393, International Association of Agricultural Economists.
  36. Hole, Arne Risa, 2011. "A discrete choice model with endogenous attribute attendance," Economics Letters, Elsevier, vol. 110(3), pages 203-205, March.
  37. Buckwell, Andrew & Fleming, Christopher & Muurmans, Maggie & Smart, James C.R. & Ware, Dan & Mackey, Brendan, 2020. "Revealing the dominant discourses of stakeholders towards natural resource management in Port Resolution, Vanuatu, using Q-method," Ecological Economics, Elsevier, vol. 177(C).
  38. Sandra Notaro & Maria De Salvo & Roberta Raffaelli, 2022. "Estimating Willingness to Pay for Alpine Pastures: A Discrete Choice Experiment Accounting for Attribute Non-Attendance," Sustainability, MDPI, vol. 14(7), pages 1-15, March.
  39. Lea Skræp Svenningsen, 2017. "Distributive outcomes matter: Measuring social preferences for climate policy," IFRO Working Paper 2017/11, University of Copenhagen, Department of Food and Resource Economics.
  40. Motz, Alessandra, 2021. "Security of supply and the energy transition: The households' perspective investigated through a discrete choice model with latent classes," Energy Economics, Elsevier, vol. 97(C).
  41. Lapierre, Margaux & Le Velly, Gwenolé & Bougherara, Douadia & Préget, Raphaële & Sauquet, Alexandre, 2023. "Designing agri-environmental schemes to cope with uncertainty," Ecological Economics, Elsevier, vol. 203(C).
  42. Zhang, Xumin & Khachatryan, Hayk & Gao, Zhifeng, 2020. "Using Mixed Logit Based Models to Control Attribute Nonattendance in Choice Experiments," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304547, Agricultural and Applied Economics Association.
  43. Matthews, Yvonne, 2023. "A hybrid and hierarchical stated preference study of freshwater restoration in Aotearoa New Zealand," Ecological Economics, Elsevier, vol. 203(C).
  44. Li, Lianhua & Adamowicz, Wiktor & Swait, Joffre, 2015. "The effect of choice set misspecification on welfare measures in random utility models," Resource and Energy Economics, Elsevier, vol. 42(C), pages 71-92.
  45. Campbell, Danny & Hensher, David A. & Scarpa, Riccardo, 2012. "Cost thresholds, cut-offs and sensitivities in stated choice analysis: Identification and implications," Resource and Energy Economics, Elsevier, vol. 34(3), pages 396-411.
  46. Caputo, Vincenzina & Nayga, M. Rodolfo Jr. & Sacchi, Giovanna & Scarpa, Riccardo, 2016. "Attribute non-attendance or attribute-level non-attendance? A choice experiment application on extra virgin olive oil," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236035, Agricultural and Applied Economics Association.
  47. Jourdain, Damien & Lairez, Juliette & Striffler, Bruno & Lundhede, Thomas, 2022. "A choice experiment approach to evaluate maize farmers’ decision-making processes in Lao PDR," Journal of choice modelling, Elsevier, vol. 44(C).
  48. Gonçalves, Tânia & Lourenço-Gomes, Lina & Pinto, Lígia M. Costa, 2020. "Dealing with ignored attributes through an inferred approach in wine choice experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
  49. Yangui, A. & Akaichi, F. & Gil, J.M., 2018. "Investigating attribute non-attendance effects in conjoint analysis methods performance: Choice experiment, ranking conjoint analysis and best worst scaling," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275989, International Association of Agricultural Economists.
  50. Hole, Arne Risa & Kolstad, Julie Riise & Gyrd-Hansen, Dorte, 2013. "Inferred vs. stated attribute non-attendance in choice experiments: A study of doctors’ prescription behaviour," Journal of Economic Behavior & Organization, Elsevier, vol. 96(C), pages 21-31.
  51. Owusu, V., 2018. "Credit-Constraints and Preferences for Crop Insurance in Ghana: Implications of Attribute Non-Attendance in Discrete Choice Experiments," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276967, International Association of Agricultural Economists.
  52. Krucien, Nicolas & Ryan, Mandy & Hermens, Frouke, 2017. "Visual attention in multi-attributes choices: What can eye-tracking tell us?," Journal of Economic Behavior & Organization, Elsevier, vol. 135(C), pages 251-267.
  53. Erlend Dancke Sandorf, 2019. "Did You Miss Something? Inattentive Respondents in Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1197-1235, August.
  54. Daniel R. Petrolia & Matthew G. Interis & Joonghyun Hwang, 2018. "Single-Choice, Repeated-Choice, and Best-Worst Scaling Elicitation Formats: Do Results Differ and by How Much?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(2), pages 365-393, February.
  55. Arne Risa Hole & Richard Norman & Rosalie Viney, 2016. "Response Patterns in Health State Valuation Using Endogenous Attribute Attendance and Latent Class Analysis," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 212-224, February.
  56. Logar, Ivana & Brouwer, Roy & Campbell, Danny, 2020. "Does attribute order influence attribute-information processing in discrete choice experiments?," Resource and Energy Economics, Elsevier, vol. 60(C).
  57. David Throsby & Anita Zednik & Jorge E. Araña, 2021. "Public preferences for heritage conservation strategies: a choice modelling approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(3), pages 333-358, September.
  58. Mariel, Petr & Hoyos, D. & Meyerhoff, J., 2013. "Stated or inferred attribute non-attendance? A simulation approach," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 13(01).
  59. Eldeeb, Gamal & Mohamed, Moataz, 2020. "Quantifying preference heterogeneity in transit service desired quality using a latent class choice model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 119-133.
  60. Grammatikopoulou, Ioanna & Pouta, Eija & Artell, Janne, 2019. "Heterogeneity and attribute non-attendance in preferences for peatland conservation," Forest Policy and Economics, Elsevier, vol. 104(C), pages 45-55.
  61. Mohammed H. Alemu & Søren B. Olsen, 2017. "Can a Repeated Opt-Out Reminder remove hypothetical bias in discrete choice experiments? An application to consumer valuation of novel food products," IFRO Working Paper 2017/05, University of Copenhagen, Department of Food and Resource Economics.
  62. Kemper, Nathan & Nayga, Rodolfo M. Jr. & Popp, Jennie & Bazzani, Claudia, 2016. "The Effects of Honesty Oath and Consequentiality in Choice Experiments," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235381, Agricultural and Applied Economics Association.
  63. Shaosheng Jin & Bashiru Mansaray & Xin Jin & Haoyang Li, 2020. "Farmers’ preferences for attributes of rice varieties in Sierra Leone," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(5), pages 1185-1197, October.
  64. Ortega, David L. & Ward, Patrick S. & Caputo, Vincenzina, 2019. "Evaluating producer preferences and information processing strategies for drought risk management tools in Bangladesh," World Development Perspectives, Elsevier, vol. 15(C), pages 1-1.
  65. Widmar, Nicole J. Olynk & Ortega, David L., 2014. "Comparing Consumer Preferences for Livestock Production Process Attributes Across Products, Species, and Modeling Methods," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 46(3), pages 375-391, August.
  66. Hensher, David A. & Ho, Chinh & Mulley, Corinne, 2015. "Identifying preferences for public transport investments under a constrained budget," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 27-46.
  67. Haghani, Milad & Sarvi, Majid, 2018. "Hypothetical bias and decision-rule effect in modelling discrete directional choices," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 361-388.
  68. Anoek Castelein & Dennis Fok & Richard Paap, 2020. "Heterogeneous variable selection in nonlinear panel data models: A semiparametric Bayesian approach," Tinbergen Institute Discussion Papers 20-061/III, Tinbergen Institute.
  69. Richard Yao & Riccardo Scarpa & John Rose & James Turner, 2015. "Experimental Design Criteria and Their Behavioural Efficiency: An Evaluation in the Field," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(3), pages 433-455, November.
  70. Stephane Hess & Amanda Stathopoulos & Danny Campbell & Vikki O’Neill & Sebastian Caussade, 2013. "It’s not that I don’t care, I just don’t care very much: confounding between attribute non-attendance and taste heterogeneity," Transportation, Springer, vol. 40(3), pages 583-607, May.
  71. repec:oup:apecpp:v:40:y:2018:i:3:p:502-521. is not listed on IDEAS
  72. Gonçalves, Tânia & Lourenço-Gomes, Lina & Pinto, Lígia M. Costa, 2022. "The role of attribute non-attendance on consumer decision-making: Theoretical insights and empirical evidence," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 788-805.
  73. Van Sandt, Anders T. & Costanigro, Marco & Thilmany McFadden, Dawn D., 2017. "The Impact of Consumer Heterogeneity and Surrounding Amenities in Determining Traveler Behavior: A Choice Experiment on Agritourism," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259118, Agricultural and Applied Economics Association.
  74. Chen, Xuqi & Shen, Meng & Gao, Zhifeng, 2017. "Impact of Intra-respondent Variations in Attribute Attendance on Consumer Preference in Food Choice," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258509, Agricultural and Applied Economics Association.
  75. Day, Brett & Bateman, Ian J. & Carson, Richard T. & Dupont, Diane & Louviere, Jordan J. & Morimoto, Sanae & Scarpa, Riccardo & Wang, Paul, 2012. "Ordering effects and choice set awareness in repeat-response stated preference studies," Journal of Environmental Economics and Management, Elsevier, vol. 63(1), pages 73-91.
  76. Weller, Priska & Oehlmann, Malte & Mariel, Petr & Meyerhoff, Jürgen, 2014. "Stated and inferred attribute non-attendance in a design of designs approach," Journal of choice modelling, Elsevier, vol. 11(C), pages 43-56.
  77. Sandorf, Erlend Dancke & Crastes dit Sourd, Romain & Mahieu, Pierre-Alexandre, 2018. "The effect of attribute-alternative matrix displays on preferences and processing strategies," Journal of choice modelling, Elsevier, vol. 29(C), pages 113-132.
  78. Sarrias, Mauricio & Daziano, Ricardo A., 2018. "Individual-specific point and interval conditional estimates of latent class logit parameters," Journal of choice modelling, Elsevier, vol. 27(C), pages 50-61.
  79. Klaus Glenk & Julia Martin-Ortega & Manuel Pulido-Velazquez & Jacqueline Potts, 2015. "Inferring Attribute Non-attendance from Discrete Choice Experiments: Implications for Benefit Transfer," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(4), pages 497-520, April.
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