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Volumn 59, Issue 5, 2013, Pages 1009-1026

Information acquisition during online decision making: A model-based exploration using eye-tracking data

Author keywords

Comparison websites; Eye tracking; Gaze cascade; Hierarchical hidden Markov model; Information acquisition; Online choice; Process data

Indexed keywords

EYE-TRACKING; HIERARCHICAL HIDDEN MARKOV MODEL; INFORMATION ACQUISITIONS; ONLINE CHOICE; PROCESS DATA;

EID: 84878062961     PISSN: 00251909     EISSN: 15265501     Source Type: Journal    
DOI: 10.1287/mnsc.1120.1625     Document Type: Article
Times cited : (127)

References (52)
  • 1
    • 0031097631 scopus 로고    scopus 로고
    • A comparison of single-step and multi-step transition analyses of multiattribute decision strategies
    • Ball C (1997) A comparison of single-step and multi-step transition analyses of multiattribute decision strategies. Organ. Behav. Human Decision Process 69(3):195-204.
    • (1997) Organ. Behav. Human Decision Process , vol.69 , Issue.3 , pp. 195-204
    • Ball, C.1
  • 3
    • 84867344946 scopus 로고
    • Effects of information presentation format on consumer information acquisition strategies
    • Bettman JR, Kakkar P (1977) Effects of information presentation format on consumer information acquisition strategies. J. Consumer Res. 3(4):233-240.
    • (1977) J. Consumer Res. , vol.3 , Issue.4 , pp. 233-240
    • Bettman, J.R.1    Kakkar, P.2
  • 4
    • 0001685244 scopus 로고
    • Effects of prior knowledge and experience and phase of the choice process on consumer decision processes: A protocol analysis
    • Bettman JR, Park CW (1980) Effects of prior knowledge and experience and phase of the choice process on consumer decision processes: A protocol analysis. J. Consumer Res. 7(3):234-248.
    • (1980) J. Consumer Res. , vol.7 , Issue.3 , pp. 234-248
    • Bettman, J.R.1    Park, C.W.2
  • 6
    • 0041974049 scopus 로고
    • Marginal likelihood from the Gibbs output
    • Chib S (1995) Marginal likelihood from the Gibbs output. J. Amer. Statist. Assoc. 90(432):1313-1321.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , Issue.432 , pp. 1313-1321
    • Chib, S.1
  • 7
    • 33847642644 scopus 로고    scopus 로고
    • Cognition and behavior in two-person guessing games: An experimental study
    • Costa-Gomes MA, Crawford VP (2006) Cognition and behavior in two-person guessing games: An experimental study. Am. Econ. Rev. 96(5):1737-1768.
    • (2006) Am. Econ. Rev. , vol.96 , Issue.5 , pp. 1737-1768
    • Costa-Gomes, M.A.1    Crawford, V.P.2
  • 8
    • 84981263306 scopus 로고    scopus 로고
    • The magical number 4 in short-term memory: A reconsideration of mental storage capacity
    • Cowan N (2001) The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behav. Brain Sci. 24(1):87-185.
    • (2001) Behav. Brain Sci. , vol.24 , Issue.1 , pp. 87-185
    • Cowan, N.1
  • 11
    • 79551644271 scopus 로고    scopus 로고
    • Time course and hazard function: A distributional analysis of fixation duration in reading
    • Feng G (2009) Time course and hazard function: A distributional analysis of fixation duration in reading. J. Eye Movement Res. 3(2):1-22.
    • (2009) J. Eye Movement Res. , vol.3 , Issue.2 , pp. 1-22
    • Feng, G.1
  • 12
    • 0032119668 scopus 로고    scopus 로고
    • The hierarchical hidden Markov model: Analysis and applications
    • Fine S, Singer Y, Tishby N (1998) The hierarchical hidden Markov model: Analysis and applications. Machine Learn. 32(1):41-62.
    • (1998) Machine Learn. , vol.32 , Issue.1 , pp. 41-62
    • Fine, S.1    Singer, Y.2    Tishby, N.3
  • 13
    • 33745855542 scopus 로고    scopus 로고
    • Evidence for a systematic component within scan paths in visual search
    • 5/6/7
    • Gilchrist IV, Harvey M (2006) Evidence for a systematic component within scan paths in visual search. Visual Cognition 14(4/5/6/7/8):704-715.
    • (2006) Visual Cognition , vol.14 , Issue.4-8 , pp. 704-715
    • Gilchrist, I.V.1    Harvey, M.2
  • 14
    • 65549098827 scopus 로고    scopus 로고
    • Stimulus exposure and gaze bias: A further test of the gaze cascade model
    • Glaholt MG, Reingold EM (2009) Stimulus exposure and gaze bias: A further test of the gaze cascade model. Attention, Perception, Psychophysics 71(3):445-450.
    • (2009) Attention, Perception, Psychophysics , vol.71 , Issue.3 , pp. 445-450
    • Glaholt, M.G.1    Reingold, E.M.2
  • 16
    • 84867879068 scopus 로고    scopus 로고
    • An eye movement analysis of the spatial contiguity effect in multimedia learning
    • Johnson CI, Mayer RE (2012) An eye movement analysis of the spatial contiguity effect in multimedia learning. J. Experiment. Psych. Appl. 18(2):178-91.
    • (2012) J. Experiment. Psych. Appl. , vol.18 , Issue.2 , pp. 178-191
    • Johnson, C.I.1    Mayer, R.E.2
  • 17
    • 39049112006 scopus 로고    scopus 로고
    • Process models deserve process data: Comment on Brandstätter, Gigerenzer, & Hertwig
    • Johnson EJ, Schulte-Mecklenbeck M, Willemsen MC (2008) Process models deserve process data: Comment on Brandstätter, Gigerenzer, & Hertwig. Psych. Rev. 115(1):263-273.
    • (2008) Psych. Rev. , vol.115 , Issue.1 , pp. 263-273
    • Johnson, E.J.1    Schulte-Mecklenbeck, M.2    Willemsen, M.C.3
  • 18
    • 80052015081 scopus 로고    scopus 로고
    • Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions
    • Krajbich I, Rangel A (2011) Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions. Proc. Natl. Acad. Sci. USA 108(33):13852-13857.
    • (2011) Proc. Natl. Acad. Sci. USA , vol.108 , Issue.33 , pp. 13852-13857
    • Krajbich, I.1    Rangel, A.2
  • 19
    • 77957264374 scopus 로고    scopus 로고
    • Visual fixations and the computation and comparison of value in simple choice
    • Krajbich I, Armel C, Rangel A (2010) Visual fixations and the computation and comparison of value in simple choice. Nature Neuroscience 13(10):1292-1298.
    • (2010) Nature Neuroscience , vol.13 , Issue.10 , pp. 1292-1298
    • Krajbich, I.1    Armel, C.2    Rangel, A.3
  • 21
    • 2442561581 scopus 로고    scopus 로고
    • The effect of information overload on consumer choice quality in an online environment
    • Lee BK, Lee WN (2004) The effect of information overload on consumer choice quality in an online environment. Psych. Marketing 21(3):159-183.
    • (2004) Psych. Marketing , vol.21 , Issue.3 , pp. 159-183
    • Lee, B.K.1    Lee, W.N.2
  • 22
    • 3042646596 scopus 로고    scopus 로고
    • Global and local covert visual attention: Evidence from a Bayesian hidden Markov model
    • Liechty J, Pieters R, Wedel M (2003) Global and local covert visual attention: Evidence from a Bayesian hidden Markov model. Psychometrika 68(4):519-541.
    • (2003) Psychometrika , vol.68 , Issue.4 , pp. 519-541
    • Liechty, J.1    Pieters, R.2    Wedel, M.3
  • 23
    • 0030268725 scopus 로고    scopus 로고
    • A comparison of two process tracing methods for choice tasks
    • Lohse G, Johnson E (1996) A comparison of two process tracing methods for choice tasks. Organ. Behav. Human Decision Process 68(1):28-43.
    • (1996) Organ. Behav. Human Decision Process , vol.68 , Issue.1 , pp. 28-43
    • Lohse, G.1    Johnson, E.2
  • 24
    • 19544390006 scopus 로고    scopus 로고
    • Capacity limits of information processing in the brain
    • Marois R, Ivanoff J (2005) Capacity limits of information processing in the brain. Trends Cognitive Sci. 9(6):296-305.
    • (2005) Trends Cognitive Sci. , vol.9 , Issue.6 , pp. 296-305
    • Marois, R.1    Ivanoff, J.2
  • 26
    • 0001101354 scopus 로고
    • Task complexity and contingent processing in decision making: An information search and protocol analysis
    • Payne JW (1976) Task complexity and contingent processing in decision making: An information search and protocol analysis. Organ. Behav. Human Decision Process 16(2):366-387.
    • (1976) Organ. Behav. Human Decision Process , vol.16 , Issue.2 , pp. 366-387
    • Payne, J.W.1
  • 27
    • 84855249452 scopus 로고    scopus 로고
    • Opening the black box: Conclusions to a handbook of processing methods for decision research
    • Schulte-Mecklenbeck M, Kühberger A, Ranyard R, eds., (Taylor & Francis, New York)
    • Payne JW, Venkatraman V (2011) Opening the black box: Conclusions to a handbook of processing methods for decision research. Schulte-Mecklenbeck M, Kühberger A, Ranyard R, eds. A Handbook of Process Tracing Methods for Decision Research: A Critical Review and User's Guide (Taylor & Francis, New York), 223-249.
    • (2011) A Handbook of Process Tracing Methods for Decision Research: A Critical Review and User's Guide , pp. 223-249
    • Payne, J.W.1    Venkatraman, V.2
  • 29
    • 0002125818 scopus 로고    scopus 로고
    • Visual attention during brand choice: The impact of time pressure and task motivation
    • Pieters R,Warlop L (1999) Visual attention during brand choice: The impact of time pressure and task motivation. Internat. J. Res. in Marketing 16(1):1-16.
    • (1999) Internat. J. Res. in Marketing , vol.16 , Issue.1 , pp. 1-16
    • Pieters, R.1    Warlop, L.2
  • 30
    • 0032215040 scopus 로고    scopus 로고
    • Eye movement in reading and information processing: 20 years of research
    • Rayner K (1998) Eye movement in reading and information processing: 20 years of research. Psych. Bull. 24(3):372-422.
    • (1998) Psych. Bull. , vol.24 , Issue.3 , pp. 372-422
    • Rayner, K.1
  • 31
    • 79955006070 scopus 로고    scopus 로고
    • Search dynamics in consumer choice under time pressure: An eye-tracking study
    • Reutskaja E, Nagel R, Camerer CF, Rangel A (2011) Search dynamics in consumer choice under time pressure: An eye-tracking study. Am. Econ. Rev. 101(2):900-926.
    • (2011) Am. Econ. Rev. , vol.101 , Issue.2 , pp. 900-926
    • Reutskaja, E.1    Nagel, R.2    Camerer, C.F.3    Rangel, A.4
  • 32
    • 43949174023 scopus 로고
    • Bayesian estimation of hidden Markov chains: A stochastic implementation
    • Robert CP, Celeux G, Diebolt J (1993) Bayesian estimation of hidden Markov chains: A stochastic implementation. Statist. Probab. Lett. 16(1):77-83.
    • (1993) Statist. Probab. Lett. , vol.16 , Issue.1 , pp. 77-83
    • Robert, C.P.1    Celeux, G.2    Diebolt, J.3
  • 33
    • 85047684990 scopus 로고    scopus 로고
    • Multialternative decision field theory: A dynamic connectionist model of decision making
    • Roe RM, Busemeyer JR, Townsend JT (2001) Multialternative decision field theory: A dynamic connectionist model of decision making. Psych. Rev. 108(2):370-392.
    • (2001) Psych. Rev. , vol.108 , Issue.2 , pp. 370-392
    • Roe, R.M.1    Busemeyer, J.R.2    Townsend, J.T.3
  • 34
    • 85130069030 scopus 로고
    • Adaptation of cognitive processes to the eye movement system
    • Senders JW et Al., eds., (Erlbaum, Hillsdale, NJ)
    • Russo JE (1978) Adaptation of cognitive processes to the eye movement system. Senders JW et al., eds. Eye Movements and the Higher Psychological Functions (Erlbaum, Hillsdale, NJ), 89-109.
    • (1978) Eye Movements and the Higher Psychological Functions , pp. 89-109
    • Russo, J.E.1
  • 35
    • 21844493247 scopus 로고
    • An eye-fixation analysis of choice process for consumer nondurables
    • Russo JE, Leclerc F (1994) An eye-fixation analysis of choice process for consumer nondurables. J. Consumer Res. 21(2):274-290.
    • (1994) J. Consumer Res. , vol.21 , Issue.2 , pp. 274-290
    • Russo, J.E.1    Leclerc, F.2
  • 36
    • 0016808018 scopus 로고
    • An eye fixation analysis of multialternative choice
    • Russo JE, Rosen LD (1975) An eye fixation analysis of multialternative choice. Memory Cognition 3(3):267-276.
    • (1975) Memory Cognition , vol.3 , Issue.3 , pp. 267-276
    • Russo, J.E.1    Rosen, L.D.2
  • 38
    • 84855227812 scopus 로고    scopus 로고
    • The role of process data in the development and testing of process models of judgment and decision making
    • Schulte-Mecklenbeck M, Kuhberger A, Ranyard R (2011) The role of process data in the development and testing of process models of judgment and decision making. Judgment Decision Making 6(8):733-739.
    • (2011) Judgment Decision Making , vol.6 , Issue.8 , pp. 733-739
    • Schulte-Mecklenbeck, M.1    Kuhberger, A.2    Ranyard, R.3
  • 39
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: Recursive computing in the 21st century
    • Scott SL (2002) Bayesian methods for hidden Markov models: Recursive computing in the 21st century. J. Amer. Statistic. Assoc. 97(457):337-351.
    • (2002) J. Amer. Statistic. Assoc. , vol.97 , Issue.457 , pp. 337-351
    • Scott, S.L.1
  • 41
    • 0003346050 scopus 로고
    • Designing organizations for an information-rich world
    • Greenberger M, ed. Computers, (Johns Hopkins Press, Baltimore)
    • Simon H (1971) Designing organizations for an information-rich world. Greenberger M, ed. Computers, Communication, and the Public Interest (Johns Hopkins Press, Baltimore).
    • (1971) Communication, and the Public Interest
    • Simon, H.1
  • 42
    • 85019428342 scopus 로고
    • Rationality as process and as product of thought
    • Simon H (1978) Rationality as process and as product of thought. Am. Econ. Rev. 68:1-16.
    • (1978) Am. Econ. Rev. , vol.68 , pp. 1-16
    • Simon, H.1
  • 43
    • 12944257217 scopus 로고    scopus 로고
    • The left-to-right bias in inhibition of return is due to the direction of reading
    • Spalek TM, Hammad S (2005) The left-to-right bias in inhibition of return is due to the direction of reading. Psych. Sci. 16(1):15-18.
    • (2005) Psych. Sci. , vol.16 , Issue.1 , pp. 15-18
    • Spalek, T.M.1    Hammad, S.2
  • 45
    • 0035540382 scopus 로고    scopus 로고
    • The influence of task complexity on consumer choice: A latent class model of decision strategy switching
    • Swait J, Adamowicz W (2001) The influence of task complexity on consumer choice: A latent class model of decision strategy switching. J. Consumer Res. 28(1):135-148.
    • (2001) J. Consumer Res. , vol.28 , Issue.1 , pp. 135-148
    • Swait, J.1    Adamowicz, W.2
  • 46
    • 70449527968 scopus 로고    scopus 로고
    • Systematic tendencies in scene viewing
    • Tatler BW, Vincent BT (2008) Systematic tendencies in scene viewing. J. Eye Movement Res. 2(2):1-18.
    • (2008) J. Eye Movement Res. , vol.2 , Issue.2 , pp. 1-18
    • Tatler, B.W.1    Vincent, B.T.2
  • 48
    • 60549100521 scopus 로고    scopus 로고
    • Mindful judgment and decision making
    • Weber EU, Johnson EJ (2009) Mindful judgment and decision making. Annual Rev. Psych. 60:53-85.
    • (2009) Annual Rev. Psych. , vol.60 , pp. 53-85
    • Weber, E.U.1    Johnson, E.J.2
  • 49
    • 0034257395 scopus 로고    scopus 로고
    • Eye fixation on advertisements and memory for brands: A model and findings
    • Wedel M, Pieters R (2000) Eye fixation on advertisements and memory for brands: A model and findings. Marketing Sci. 19(4):297-312.
    • (2000) Marketing Sci. , vol.19 , Issue.4 , pp. 297-312
    • Wedel, M.1    Pieters, R.2
  • 52
    • 79961196246 scopus 로고    scopus 로고
    • Choice by value encoding and value construction: Processes of loss aversion
    • Willemsen MC, Böckenholt U, Johnson EJ (2011) Choice by value encoding and value construction: Processes of loss aversion. J. Experiment. Psych.: General 140(3):303-324.
    • (2011) J. Experiment. Psych.: General , vol.140 , Issue.3 , pp. 303-324
    • Willemsen, M.C.1    Böckenholt, U.2    Johnson, E.J.3


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