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Revealing attention - how eye movements predict brand choice and moment of choice

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  • Martinovici, A.

    (Tilburg University, School of Economics and Management)

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  • Martinovici, A., 2019. "Revealing attention - how eye movements predict brand choice and moment of choice," Other publications TiSEM 7dca38a5-9f78-4aee-bd81-c, Tilburg University, School of Economics and Management.
    • Handle: RePEc:tiu:tiutis:7dca38a5-9f78-4aee-bd81-cc643aa8d499
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    1. Carpenter, Bob & Gelman, Andrew & Hoffman, Matthew D. & Lee, Daniel & Goodrich, Ben & Betancourt, Michael & Brubaker, Marcus & Guo, Jiqiang & Li, Peter & Riddell, Allen, 2017. "Stan: A Probabilistic Programming Language," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i01).
    2. Lohse, Gerald L. & Johnson, Eric J., 1996. "A Comparison of Two Process Tracing Methods for Choice Tasks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 68(1), pages 28-43, October.
    3. Amos Arieli & Yaniv Ben-Ami & Ariel Rubinstein, 2011. "Tracking Decision Makers under Uncertainty," American Economic Journal: Microeconomics, American Economic Association, vol. 3(4), pages 68-76, November.
    4. T. Tony Ke & Zuo-Jun Max Shen & J. Miguel Villas-Boas, 2016. "Search for Information on Multiple Products," Management Science, INFORMS, vol. 62(12), pages 3576-3603, December.
    5. Lynch, John G, Jr & Marmorstein, Howard & Weigold, Michael F, 1988. "Choices from Sets Including Remembered Brands: Use of Recalled Attributes and Prior Overall Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 169-184, September.
    6. Filip Matêjka & Alisdair McKay, 2015. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," American Economic Review, American Economic Association, vol. 105(1), pages 272-298, January.
    7. Jakub Steiner & Colin Stewart & Filip Matějka, 2017. "Rational Inattention Dynamics: Inertia and Delay in Decision‐Making," Econometrica, Econometric Society, vol. 85, pages 521-553, March.
    8. Xavier Gabaix & David Laibson & Guillermo Moloche & Stephen Weinberg, 2006. "Costly Information Acquisition: Experimental Analysis of a Boundedly Rational Model," American Economic Review, American Economic Association, vol. 96(4), pages 1043-1068, September.
    9. Anja Lambrecht & Catherine Tucker, 2019. "Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads," Management Science, INFORMS, vol. 65(7), pages 2966-2981, July.
    10. Jun B. Kim & Paulo Albuquerque & Bart J. Bronnenberg, 2010. "Online Demand Under Limited Consumer Search," Marketing Science, INFORMS, vol. 29(6), pages 1001-1023, 11-12.
    11. Atalay , Selin & Onur Bodur , H. & Rasolofoarison , Dina, 2012. "Shining in the Center: Central Gaze Cascade Effect on Product Choice," HEC Research Papers Series 978, HEC Paris.
    12. John Liechty & Rik Pieters & Michel Wedel, 2003. "Global and local covert visual attention: Evidence from a bayesian hidden markov model," Psychometrika, Springer;The Psychometric Society, vol. 68(4), pages 519-541, December.
    13. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    14. Fernando Branco & Monic Sun & J. Miguel Villas-Boas, 2016. "Too Much Information? Information Provision and Search Costs," Marketing Science, INFORMS, vol. 35(4), pages 605-618, July.
    15. Zhu, Shu-Hong & Anderson, Norman H., 1991. "Self-estimation of weight parameter in multiattribute analysis," Organizational Behavior and Human Decision Processes, Elsevier, vol. 48(1), pages 36-54, February.
    16. Chong Ju Choi & Carla C. J. M. Millar & Caroline Y. L. Wong, 2005. "Knowledge and the State," Palgrave Macmillan Books, in: Knowledge Entanglements, chapter 0, pages 19-38, Palgrave Macmillan.
    17. Andrew Caplin, 2016. "Measuring and Modeling Attention," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 379-403, October.
    18. Elena Reutskaja & Rosemarie Nagel & Colin F. Camerer & Antonio Rangel, 2011. "Search Dynamics in Consumer Choice under Time Pressure: An Eye-Tracking Study," American Economic Review, American Economic Association, vol. 101(2), pages 900-926, April.
    19. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    20. Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2007. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9780521671736, June.
    21. Rosbergen, Edward & Pieters, Rik & Wedel, Michel, 1997. "Visual Attention to Advertising: A Segment-Level Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(3), pages 305-314, December.
    22. Andrew Caplin & Mark Dean, 2015. "Revealed Preference, Rational Inattention, and Costly Information Acquisition," American Economic Review, American Economic Association, vol. 105(7), pages 2183-2203, July.
    23. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Invited Paper ---Learning Models: An Assessment of Progress, Challenges, and New Developments," Marketing Science, INFORMS, vol. 32(6), pages 913-938, November.
    24. Selin Atalay & H. Onur Bodur & Dina Rasolofoarison, 2012. "Shining in the Center: Central Gaze Cascade Effect on Product Choice," Post-Print hal-00758534, HAL.
    25. Robert J. Meyer & Yong Shi, 1995. "Sequential Choice Under Ambiguity: Intuitive Solutions to the Armed-Bandit Problem," Management Science, INFORMS, vol. 41(5), pages 817-834, May.
    26. Simonson, Itamar & Huber, Joel & Payne, John, 1988. "The Relationship between Prior Brand Knowledge and Information Acquisition Order," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(4), pages 566-578, March.
    27. Payne, John W. & Bettman, James R. & Luce, Mary Frances, 1996. "When Time Is Money: Decision Behavior under Opportunity-Cost Time Pressure," Organizational Behavior and Human Decision Processes, Elsevier, vol. 66(2), pages 131-152, May.
    28. Chan,Joshua & Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2019. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9781108423380.
    29. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
    30. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    31. Babur De Los Santos & Ali Hortacsu & Matthijs R. Wildenbeest, 2012. "Testing Models of Consumer Search Using Data on Web Browsing and Purchasing Behavior," American Economic Review, American Economic Association, vol. 102(6), pages 2955-2980, October.
    32. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-654, May.
    33. A. Selin Atalay & H. Onur Bodur & Dina Rasolofoarison, 2012. "Shining in the Center: Central Gaze Cascade Effect on Product Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(4), pages 848-866.
    34. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    35. Rosbergen, E. & Pieters, R. & Wedel, M., 1997. "Visual attention to advertising : A segment-level analysis," Other publications TiSEM c77552c4-5b16-4ecb-8a21-2, Tilburg University, School of Economics and Management.
    36. Ralf van der Lans & Michel Wedel, 2017. "Eye Movements During Search and Choice," International Series in Operations Research & Management Science, in: Berend Wierenga & Ralf van der Lans (ed.), Handbook of Marketing Decision Models, edition 2, chapter 0, pages 331-359, Springer.
    37. Wedell, Douglas H. & Senter, Stuart M., 1997. "Looking and Weighting in Judgment and Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 70(1), pages 41-64, April.
    38. Russo, J Edward & Leclerc, France, 1994. "An Eye-Fixation Analysis of Choice Processes for Consumer Nondurables," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(2), pages 274-290, September.
    39. MacKenzie, Scott B, 1986. "The Role of Attention in Mediating the Effect of Advertising on Attribute Importance," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(2), pages 174-195, September.
    40. Luce, Mary Frances & Payne, John W. & Bettman, James R., 2000. "Coping with Unfavorable Attribute Values in Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 81(2), pages 274-299, March.
    41. Jaccard, James & Brinberg, David & Ackerman, Lee J, 1986. "Assessing Attribute Importance: A Comparison of Six Methods," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(4), pages 463-468, March.
    42. Bettman, James R & Luce, Mary Frances & Payne, John W, 1998. "Constructive Consumer Choice Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(3), pages 187-217, December.
    43. Savannah Wei Shi & Michel Wedel & F. G. M. (Rik) Pieters, 2013. "Information Acquisition During Online Decision Making: A Model-Based Exploration Using Eye-Tracking Data," Management Science, INFORMS, vol. 59(5), pages 1009-1026, May.
    44. Thomas Otter & Joe Johnson & Jörg Rieskamp & Greg Allenby & Jeff Brazell & Adele Diederich & J. Hutchinson & Steven MacEachern & Shiling Ruan & Jim Townsend, 2008. "Sequential sampling models of choice: Some recent advances," Marketing Letters, Springer, vol. 19(3), pages 255-267, December.
    45. Jay R Corrigan & Saleem Alhabash & Matthew Rousu & Sean B Cash, 2018. "How much is social media worth? Estimating the value of Facebook by paying users to stop using it," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-11, December.
    46. Peter E. Rossi & Robert E. McCulloch & Greg M. Allenby, 1996. "The Value of Purchase History Data in Target Marketing," Marketing Science, INFORMS, vol. 15(4), pages 321-340.
    47. Ian Krajbich & Bastiaan Oud & Ernst Fehr, 2014. "Benefits of Neuroeconomic Modeling: New Policy Interventions and Predictors of Preference," American Economic Review, American Economic Association, vol. 104(5), pages 501-506, May.
    48. Tülin Erdem & Michael P. Keane & Baohong Sun, 2008. "A Dynamic Model of Brand Choice When Price and Advertising Signal Product Quality," Marketing Science, INFORMS, vol. 27(6), pages 1111-1125, 11-12.
    49. Bart J. Bronnenberg & Jun B. Kim & Carl F. Mela, 2016. "Zooming In on Choice: How Do Consumers Search for Cameras Online?," Marketing Science, INFORMS, vol. 35(5), pages 693-712, September.
    50. Green, Paul E & Srinivasan, V, 1978. "Conjoint Analysis in Consumer Research: Issues and Outlook," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 5(2), pages 103-123, Se.
    51. Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi & Maria Ana Vitorino, 2008. "Category Pricing with State-Dependent Utility," Marketing Science, INFORMS, vol. 27(3), pages 417-429, 05-06.
    52. Yehuda Kotowitz & Frank Mathewson, 1979. "Advertising, Consumer Information, and Product Quality," Bell Journal of Economics, The RAND Corporation, vol. 10(2), pages 566-588, Autumn.
    53. Peter Stüttgen & Peter Boatwright & Robert T. Monroe, 2012. "A Satisficing Choice Model," Marketing Science, INFORMS, vol. 31(6), pages 878-899, November.
    54. Bart J. Bronnenberg & Jean-Pierre Dubé, 2017. "The Formation of Consumer Brand Preferences," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 353-382, September.
    55. Motta, Matthew & Callaghan, Timothy & Sylvester, Steven, 2018. "Knowing less but presuming more: Dunning-Kruger effects and the endorsement of anti-vaccine policy attitudes," Social Science & Medicine, Elsevier, vol. 211(C), pages 274-281.
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