Skip to main content
Top

2017 | OriginalPaper | Chapter

Adapting Human-Computer-Interaction of Attentive Smart Glasses to the Trade-Off Conflict in Purchase Decisions: An Experiment in a Virtual Supermarket

Authors : Jella Pfeiffer, Thies Pfeiffer, Anke Greif-Winzrieth, Martin Meißner, Patrick Renner, Christof Weinhardt

Published in: Augmented Cognition. Neurocognition and Machine Learning

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In many everyday purchase decisions, consumers have to trade-off their decisions between alternatives. For example, consumers often have to decide whether to buy the more expensive high quality product or the less expensive product of lower quality. Marketing researchers are especially interested in finding out how consumers make decisions when facing such trade-off conflicts and eye-tracking has been used as a tool to investigate the allocation of attention in such situations. Conflicting decision situations are also particularly interesting for human-computer interaction research because designers may use knowledge about the information acquisition behavior to build assistance systems which can help the user to solve the trade-off conflict. In this paper, we build and test such an assistance system that monitors the user’s information acquisition processes using mobile eye-tracking in the virtual reality. In particular, we test whether and how strongly the trade-off conflict influences how consumers direct their attention to products and features. We find that trade-off conflict, task experience and task involvement significantly influence how much attention products receive. We discuss how this knowledge might be used in the future to build assistance systems in the form of attentive smart glasses.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
In sum, we modeled 49 different mueslis and 44 different baking mixtures from different brands and chose the 20 products shown in each shelf randomly from this set of products of the respective product category.
 
2
After the experiment subjects were informed that the customer ratings were fictitious.
 
3
In the muesli category this traffic light label contains information about the amounts of sugar, fat, sag fats, and salt in 100 grams of the product. In the baking mixture category it only contains information about the amount of sugar. Depending on the amounts the corresponding part of the label is colored in green (low amount), amber (medium amount), or red (high amount).
 
4
The preferred product was weakly dominated in 15 choice sets and it dominated at least one recommended product in 44 choice sets.
 
Literature
1.
go back to reference Balasubramanian, S.K., Cole, C.: Consumers’ search and use of nutrition information: the challenge and promise of the nutrition labeling and education act. J. Mark. 66(3), 112–127 (2002)CrossRef Balasubramanian, S.K., Cole, C.: Consumers’ search and use of nutrition information: the challenge and promise of the nutrition labeling and education act. J. Mark. 66(3), 112–127 (2002)CrossRef
2.
go back to reference Bettman, J.R., Johnson, E.J., Luce, M.F., Payne, J.W.: Correlation, conflict, and choice. J. Exp. Psychol. Learn. Mem. Cogn. 19(4), 931 (1993)CrossRef Bettman, J.R., Johnson, E.J., Luce, M.F., Payne, J.W.: Correlation, conflict, and choice. J. Exp. Psychol. Learn. Mem. Cogn. 19(4), 931 (1993)CrossRef
4.
go back to reference Carmon, Z., Wertenbroch, K., Zeelenberg, M.: Option attachment: when deliberating makes choosing feel like losing. J. Consum. Res. 30(1), 15–29 (2003)CrossRef Carmon, Z., Wertenbroch, K., Zeelenberg, M.: Option attachment: when deliberating makes choosing feel like losing. J. Consum. Res. 30(1), 15–29 (2003)CrossRef
5.
go back to reference Cruz-Neira, C., Sandin, D.J., DeFanti, T.A.: Surround-screen projection-based virtual reality: the design and implementation of the cave. In: Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, pp. 135–142 (1993) Cruz-Neira, C., Sandin, D.J., DeFanti, T.A.: Surround-screen projection-based virtual reality: the design and implementation of the cave. In: Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, pp. 135–142 (1993)
6.
go back to reference Dhar, R.: Consumer preference for a no-choice option. J. Consum. Res. 24(2), 215–231 (1997)CrossRef Dhar, R.: Consumer preference for a no-choice option. J. Consum. Res. 24(2), 215–231 (1997)CrossRef
7.
go back to reference Ehrich, K.R., Irwin, J.R.: Willful ignorance in the request for product attribute information. J. Mark. Res. 42(3), 266–277 (2005)CrossRef Ehrich, K.R., Irwin, J.R.: Willful ignorance in the request for product attribute information. J. Mark. Res. 42(3), 266–277 (2005)CrossRef
8.
go back to reference Fasolo, B., McClelland, G.H., Lange, K.A.: The effect of site design and interattribute correlations on interactive web-based decisions. In: Haugtvedt, C.P., Machleit, K.A., Yalch, R. (eds.) Online Consumer Psychology. Advertising and Consumer Psychology, pp. 325–344. Lawrence Erlbaum Associates, Mahwah (2005) Fasolo, B., McClelland, G.H., Lange, K.A.: The effect of site design and interattribute correlations on interactive web-based decisions. In: Haugtvedt, C.P., Machleit, K.A., Yalch, R. (eds.) Online Consumer Psychology. Advertising and Consumer Psychology, pp. 325–344. Lawrence Erlbaum Associates, Mahwah (2005)
9.
go back to reference Festinger, L.: A Theory of Cognitive Dissonance. Stanford University Press, Stanford (1957) Festinger, L.: A Theory of Cognitive Dissonance. Stanford University Press, Stanford (1957)
10.
go back to reference Harmening, K., Pfeiffer, T.: Location-based online identification of objects in the centre of visual attention using eye tracking. In: Pfeiffer, T., Essig, K. (eds.) Proceedings of the First International Workshop on Solutions for Automatic Gaze-Data Analysis 2013 (SAGA 2013), pp. 38–40. Center of Excellence Cognitive Interaction Technology (2013) Harmening, K., Pfeiffer, T.: Location-based online identification of objects in the centre of visual attention using eye tracking. In: Pfeiffer, T., Essig, K. (eds.) Proceedings of the First International Workshop on Solutions for Automatic Gaze-Data Analysis 2013 (SAGA 2013), pp. 38–40. Center of Excellence Cognitive Interaction Technology (2013)
11.
go back to reference Iglesias-Parro, S., De La Fuente, E.I., Ortega, A.R.: The effect of context variables on cognitive effort in multiattribute binary choice. Theor. Decis. 52(2), 101–125 (2002)CrossRefMATH Iglesias-Parro, S., De La Fuente, E.I., Ortega, A.R.: The effect of context variables on cognitive effort in multiattribute binary choice. Theor. Decis. 52(2), 101–125 (2002)CrossRefMATH
12.
go back to reference Kivetz, R.: The effects of effort and intrinsic motivation on risky choice. Mark. Sci. 22(4), 477–502 (2003)CrossRef Kivetz, R.: The effects of effort and intrinsic motivation on risky choice. Mark. Sci. 22(4), 477–502 (2003)CrossRef
13.
go back to reference Luce, M.F., Bettman, J.R., Payne, J.W.: Choice processing in emotionally difficult decisions. J. Exp. Psychol. Learn. Mem. Cogn. 23(2), 384–405 (1997)CrossRef Luce, M.F., Bettman, J.R., Payne, J.W.: Choice processing in emotionally difficult decisions. J. Exp. Psychol. Learn. Mem. Cogn. 23(2), 384–405 (1997)CrossRef
14.
go back to reference Meißner, M., Musalem, A., Huber, J.: Eye tracking reveals processes that enable conjoint choices to become increasingly efficient with practice. J. Mark. Res. 53(1), 1–17 (2016)CrossRef Meißner, M., Musalem, A., Huber, J.: Eye tracking reveals processes that enable conjoint choices to become increasingly efficient with practice. J. Mark. Res. 53(1), 1–17 (2016)CrossRef
15.
go back to reference Nowlis, S.M., Dhar, R., Simonson, I.: The effect of decision order on purchase quantity decisions. J. Mark. Res. 47(4), 725–737 (2010)CrossRef Nowlis, S.M., Dhar, R., Simonson, I.: The effect of decision order on purchase quantity decisions. J. Mark. Res. 47(4), 725–737 (2010)CrossRef
16.
go back to reference Nowlis, S.M., Simonson, I.: Attribute-task compatibility as a determinant of consumer preference reversals. J. Mark. Res. 34(2), 205–218 (1997)CrossRef Nowlis, S.M., Simonson, I.: Attribute-task compatibility as a determinant of consumer preference reversals. J. Mark. Res. 34(2), 205–218 (1997)CrossRef
17.
go back to reference Pfeiffer, J., Duzevik, D., Rothlauf, F., Bonabeau, E., Yamamoto, K.: An optimized design of choice experiments: a new approach for studying decision behavior in choice task experiments. J. Behav. Decis. Mak. 28(3), 262–280 (2015)CrossRef Pfeiffer, J., Duzevik, D., Rothlauf, F., Bonabeau, E., Yamamoto, K.: An optimized design of choice experiments: a new approach for studying decision behavior in choice task experiments. J. Behav. Decis. Mak. 28(3), 262–280 (2015)CrossRef
18.
go back to reference Pfeiffer, J., Meißner, M., Prosiegel, J., Pfeiffer, T.: Classification of goal-directed search and exploratory search using mobile eye-tracking. In: Proceedings of the International Conference on Information Systems (ICIS 2014) (2014) Pfeiffer, J., Meißner, M., Prosiegel, J., Pfeiffer, T.: Classification of goal-directed search and exploratory search using mobile eye-tracking. In: Proceedings of the International Conference on Information Systems (ICIS 2014) (2014)
19.
go back to reference Pfeiffer, T.: Towards gaze interaction in immersive virtual reality: evaluation of a monocular eye tracking set-up. In: Schumann, M., Kuhlen, T. (eds.) Virtuelle und Erweiterte Realität - Fünfter Workshop der GI-Fachgruppe VR/AR, pp. 81–92. Shaker Verlag GmbH, Aachen (2008) Pfeiffer, T.: Towards gaze interaction in immersive virtual reality: evaluation of a monocular eye tracking set-up. In: Schumann, M., Kuhlen, T. (eds.) Virtuelle und Erweiterte Realität - Fünfter Workshop der GI-Fachgruppe VR/AR, pp. 81–92. Shaker Verlag GmbH, Aachen (2008)
20.
go back to reference Pfeiffer, T., Memili, C.: Model-based real-time visualization of realistic three-dimensional heat maps for mobile eye tracking and eye tracking in virtual reality. In: Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research and Applications, pp. 95–102. ACM Press (2016) Pfeiffer, T., Memili, C.: Model-based real-time visualization of realistic three-dimensional heat maps for mobile eye tracking and eye tracking in virtual reality. In: Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research and Applications, pp. 95–102. ACM Press (2016)
21.
go back to reference Pfeiffer, T., Renner, P., Pfeiffer-Leßmann, N.: EyeSee3D 2.0: model-based real-time analysis of mobile eye-tracking in static and dynamic three-dimensional scenes. In: Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research and Applications, pp. 189–196. ACM Press (2016) Pfeiffer, T., Renner, P., Pfeiffer-Leßmann, N.: EyeSee3D 2.0: model-based real-time analysis of mobile eye-tracking in static and dynamic three-dimensional scenes. In: Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research and Applications, pp. 189–196. ACM Press (2016)
22.
go back to reference Slovic, P.: Comparison of Bayesian and regression approaches to the study of information processing in judgment. Organ. Behav. Hum. Perform. 6(6), 649–744 (1971)CrossRef Slovic, P.: Comparison of Bayesian and regression approaches to the study of information processing in judgment. Organ. Behav. Hum. Perform. 6(6), 649–744 (1971)CrossRef
23.
go back to reference Stanney, K.M., Schmorrow, D.D., Johnston, M., Fuchs, S., Jones, D., Hale, K.S., Ahmad, A., Young, P.: Augmented cognition: an overview. Rev. Hum. Factors Ergon. 5(1), 195–224 (2009)CrossRef Stanney, K.M., Schmorrow, D.D., Johnston, M., Fuchs, S., Jones, D., Hale, K.S., Ahmad, A., Young, P.: Augmented cognition: an overview. Rev. Hum. Factors Ergon. 5(1), 195–224 (2009)CrossRef
25.
go back to reference Wang, J., Novemsky, N., Dhar, R., Baumeister, R.F.: Trade-offs and depletion in choice. J. Mark. Res. 47(5), 910–919 (2010)CrossRef Wang, J., Novemsky, N., Dhar, R., Baumeister, R.F.: Trade-offs and depletion in choice. J. Mark. Res. 47(5), 910–919 (2010)CrossRef
26.
go back to reference Yeung, C.W., Soman, D.: Attribute evaluability and the range effect. J. Consum. Res. 32(3), 363–369 (2005)CrossRef Yeung, C.W., Soman, D.: Attribute evaluability and the range effect. J. Consum. Res. 32(3), 363–369 (2005)CrossRef
27.
go back to reference Zhang, L., Li, X.Y., Huang, W., Liu, K., Zong, S., Jian, X., Feng, P., Jung, T., Liu, Y.: It starts with iGaze: visual attention driven networking with smart glasses. In: Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, MobiCom 2014, pp. 91–102. ACM, New York (2014) Zhang, L., Li, X.Y., Huang, W., Liu, K., Zong, S., Jian, X., Feng, P., Jung, T., Liu, Y.: It starts with iGaze: visual attention driven networking with smart glasses. In: Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, MobiCom 2014, pp. 91–102. ACM, New York (2014)
Metadata
Title
Adapting Human-Computer-Interaction of Attentive Smart Glasses to the Trade-Off Conflict in Purchase Decisions: An Experiment in a Virtual Supermarket
Authors
Jella Pfeiffer
Thies Pfeiffer
Anke Greif-Winzrieth
Martin Meißner
Patrick Renner
Christof Weinhardt
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-58628-1_18