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Using Mixed Logit Based Models to Control Attribute Nonattendance in Choice Experiments

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  • Zhang, Xumin
  • Khachatryan, Hayk
  • Gao, Zhifeng

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  • 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.
    • Handle: RePEc:ags:aaea20:304547
    DOI: 10.22004/ag.econ.304547
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    References listed on IDEAS

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    1. Kelvin Balcombe & Iain Fraser & Eugene McSorley, 2015. "Visual Attention and Attribute Attendance in Multi‐Attribute Choice Experiments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(3), pages 447-467, April.
    2. David Hensher & William Greene, 2010. "Non-attendance and dual processing of common-metric attributes in choice analysis: a latent class specification," Empirical Economics, Springer, vol. 39(2), pages 413-426, October.
    3. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    4. Rose, John M. & Hensher, David A. & Greene, William H., 2005. "Recovering costs through price and service differentiation: Accounting for exogenous information on attribute processing strategies in airline choice," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 400-407.
    5. Hayk Khachatryan & Alicia Rihn & Bridget Behe & Charles Hall & Ben Campbell & Jennifer Dennis & Chengyan Yue, 2018. "Visual attention, buying impulsiveness, and consumer behavior," Marketing Letters, Springer, vol. 29(1), pages 23-35, March.
    6. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    7. Hole, Arne Risa, 2011. "A discrete choice model with endogenous attribute attendance," Economics Letters, Elsevier, vol. 110(3), pages 203-205, March.
    8. David A. Hensher, 2006. "How do respondents process stated choice experiments? Attribute consideration under varying information load," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 861-878.
    9. Danny Campbell & W. Hutchinson & Riccardo Scarpa, 2008. "Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 401-417, November.
    10. Ellen J Van Loo & Rodolfo M NaygaJr & Danny Campbell & Han-Seok Seo & Wim Verbeke, 2018. "Using eye tracking to account for attribute non-attendance in choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 333-365.
    11. 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.
    12. Yuan Chang Leong & Brent L. Hughes & Yiyu Wang & Jamil Zaki, 2019. "Neurocomputational mechanisms underlying motivated seeing," Nature Human Behaviour, Nature, vol. 3(9), pages 962-973, September.
    13. Hayk Khachatryan & Alicia Rihn & Ben Campbell & Bridget Behe & Charles Hall, 2018. "How do consumer perceptions of “local†production benefits influence their visual attention to state marketing programs?," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 390-406, March.
    14. David Hensher & John Rose & William Greene, 2005. "The implications on willingness to pay of respondents ignoring specific attributes," Transportation, Springer, vol. 32(3), pages 203-222, May.
    15. 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.
    16. Alicia Rihn & Hayk Khachatryan & Benjamin Campbell & Charles Hall & Bridget Behe, 2016. "Consumer preferences for organic production methods and origin promotions on ornamental plants: evidence from eye-tracking experiments," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 599-608, November.
    17. Van Loo, Ellen J. & Caputo, Vincenzina & Nayga, Rodolfo M. & Seo, Han-Seok & Zhang, Baoyue & Verbeke, Wim, 2015. "Sustainability labels on coffee: Consumer preferences, willingness-to-pay and visual attention to attributes," Ecological Economics, Elsevier, vol. 118(C), pages 215-225.
    18. Hess, Stephane & Hensher, David A., 2010. "Using conditioning on observed choices to retrieve individual-specific attribute processing strategies," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 781-790, July.
    19. Campbell, Benjamin L. & Behe, Bridget K. & Khachatryan, Hayk & Hall, Charles R. & Dennis, Jennifer H. & Huddleston, Patricia T. & Fernandez, R. Thomas, 2013. "Incorporating Eye Tracking Technology and Conjoint Analysis to Better Understand the Green Industry Consumer," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150431, Agricultural and Applied Economics Association.
    20. Vincenzina Caputo & Ellen J. Van Loo & Riccardo Scarpa & Rodolfo M. Nayga & Wim Verbeke, 2018. "Comparing Serial, and Choice Task Stated and Inferred Attribute Non†Attendance Methods in Food Choice Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 35-57, February.
    21. Oviedo, José L. & Caparrós, Alejandro, 2015. "Information and visual attention in contingent valuation and choice modeling: field and eye-tracking experiments applied to reforestations in Spain," Journal of Forest Economics, Elsevier, vol. 21(4), pages 185-204.
    22. Balcombe, Kelvin & Burton, Michael & Rigby, Dan, 2011. "Skew and attribute non-attendance within the Bayesian mixed logit model," Journal of Environmental Economics and Management, Elsevier, vol. 62(3), pages 446-461.
    23. Marit E. Kragt, 2013. "Stated and Inferred Attribute Attendance Models: A Comparison with Environmental Choice Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 719-736, September.
    24. Riccardo Scarpa & Raffaele Zanoli & Viola Bruschi & Simona Naspetti, 2013. "Inferred and Stated Attribute Non-attendance in Food Choice Experiments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 165-180.
    25. Riccardo Scarpa & Timothy J. Gilbride & Danny Campbell & David A. Hensher, 2009. "Modelling attribute non-attendance in choice experiments for rural landscape valuation," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(2), pages 151-174, June.
    26. Hayk Khachatryan & Alicia L. Rihn & Benjamin Campbell & Chengyan Yue & Charles Hall & Bridget Behe, 2017. "Visual Attention to Eco-Labels Predicts Consumer Preferences for Pollinator Friendly Plants," Sustainability, MDPI, vol. 9(10), pages 1-14, September.
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    Keywords

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