Touching Products Virtually: Facilitating Consumer Mental Imagery with Gesture Control and Visual Presentation

References

• Alibali, M.W. Gesture in spatial cognition: Expressing, communicating, and thinking about spatial information. Spatial Cognition and Computation, 5, 4 (2005), 307–331.
   Google Scholar
• Babin, L.A.; and Burns, A.C. Effects of print ad pictures and copy containing instructions to imagine on mental imagery that mediates attitudes. Journal of Advertising, 26, 3 (1997), 33–44.
   Web of Science ®Google Scholar
• Balaji, M.; Raghavan, S.; and Jha, S. Role of tactile and visual inputs in product evaluation: A multisensory perspective. Asia Pacific Journal of Marketing and Logistics, 23, 4 (2011), 513–530.
   Google Scholar
• Bang, Y.; Lee, D.-J.; Han, K.; Hwang, M.; and Ahn, J.-H. Channel capabilities, product characteristics, and the impacts of mobile channel introduction. Journal of Management Information Systems, 30, 2 (2013), 101–126.
   Web of Science ®Google Scholar
• Bargh, J.A. What have we been priming all these years? On the development, mechanisms, and ecology of nonconscious social behavior. European Journal of Social Psychology, 36, 2 (2006), 147–168.
   PubMed Web of Science ®Google Scholar
• Barsalou, L.W. Perceptions of perceptual symbols. Behavioral and Brain Sciences, 22, 04 (1999), 637–660.
   Web of Science ®Google Scholar
• Barsalou, L.W. Grounded cognition. Annual Review of Psychology, 59(2008), 617–645.
   PubMedGoogle Scholar
• Barsalou, L.W. Grounded cognition: Past, present, and future. Topics in Cognitive Science, 2, 4 (2010), 716–724.
   PubMed Web of Science ®Google Scholar
• Barsalou, L.W.; Niedenthal, P.M.; Barbey, A.K.; and Ruppert, J.A. Social embodiment. Psychology of Learning and Motivation, 43(2003), 43–92.
   Google Scholar
• Barsalou, L.W.; Simmons, W.K.; Barbey, A.K.; and Wilson, C.D. Grounding conceptual knowledge in modality-specific systems. Trends in Cognitive Sciences, 7, 2 (2003), 84–91.
   PubMed Web of Science ®Google Scholar
• Beilock, S.L.; and Goldin-Meadow, S. Gesture changes thought by grounding it in action. Psychological Science, 21, 11 (2010), 1605-1610.
   Google Scholar
• Bhalla, M.; and Proffitt, D.R. Visual–motor recalibration in geographical slant perception. Journal of Experimental Psychology: Human Perception and Performance, 25, 4 (1999), 1076.
   PubMed Web of Science ®Google Scholar
• Blajenkova, O.; Kozhevnikov, M.; and Motes, M.A. Object‐spatial imagery: A new self‐report imagery questionnaire. Applied Cognitive Psychology, 20, 2 (2006), 239–263.
   Web of Science ®Google Scholar
• Brasel, S.A.; and Gips, J. Tablets, touchscreens, and touchpads: How varying touch interfaces trigger psychological ownership and endowment. Journal of Consumer Psychology, 24, 2 (2014), 226–233.
   Web of Science ®Google Scholar
• Brasel, S.A.; and Gips, J. Interface psychology: Touchscreens change attribute importance, decision criteria, and behavior in online choice. Cyberpsychology, Behavior, and Social Networking, 18, 9 (2015), 534–538.
   PubMed Web of Science ®Google Scholar
• Campos, A. Spatial imagery: A new measure of the visualization factor. Imagination, Cognition and Personality, 29, 1 (2009), 31–39.
   Google Scholar
• Campos, A.; Lopez, A.; and Perez, M.J. Vividness of visual and haptic imagery of movement. Perceptual and Motor Skills, 87, 1 (1998), 271–274.
   PubMed Web of Science ®Google Scholar
• Cano, M.B.; Perry, P.; Ashman, R.; and Waite, K. The influence of image interactivity upon user engagement when using mobile touch screens. Computers in Human Behavior, 77(2017), 406–412.
   Google Scholar
• Castaño, R.; Sujan, M.; Kacker, M.; and Sujan, H. Managing consumer uncertainty in the adoption of new products: Temporal distance and mental simulation. Journal of Marketing Research, 45, 3 (2008), 320–336.
   Web of Science ®Google Scholar
• Chin, W.W. The partial least squares approach for structural equation modeling. In G. Marcoulides (ed.), Modern Methods for Business Research. Mahwah, NJ: Lawrence Erlbaum Associates, 1998, pp. 295–333.
   Google Scholar
• Choi, Y.K.; and Taylor, C.R. How do 3-dimensional images promote products on the Internet? Journal of Business Research, 67, 10 (2014), 2164–2170.
   Web of Science ®Google Scholar
• Chung, S. Do touch screen users feel more engaged? The impact of touch interfaces on online shopping. ACR Asia-Pacific Advances in NA - Advances in Consumer Research, eds. Kristin Diehl and Carolyn Yoon, Duluth, MN : Association for Consumer Research, 43, (2015), 488.
   Google Scholar
• Cian, L.; Krishna, A.; and Elder, R.S. This logo moves me: Dynamic imagery from static images. Journal of Marketing Research, 51, 2 (2014), 184–197.
   Web of Science ®Google Scholar
• Cohen, J. Statistical Power Analysis for the Behavioral Sciences. 2nd ed. Hillsdale, NJ: Erlbaum, 1988.
   Google Scholar
• Cummings, J.J.; and Bailenson, J.N. How immersive is enough? A meta-analysis of the effect of immersive technology on user presence. Media Psychology, 19, 2 (2016), 272–309.
   Web of Science ®Google Scholar
• Deighton, K. M&S Enters the World of VR with Loft Homeware Tour. 2015. Accessed on 30 June2019: https://www.campaignlive.co.uk/article/m-s-enters-world-vr-loft-homeware-tour/1364085.
   Google Scholar
• Dimoka, A.; Hong, Y.; and Pavlou, P.A. On product uncertainty in online markets: Theory and evidence. MIS Quarterly, 36, 2 (2012), 395–426.
   Web of Science ®Google Scholar
• Dourish, P. Where the Action Is: The Foundations of Embodied Interaction. Cambridge, MA: MIT Press, 2004.
   Google Scholar
• Elder, R.S.; and Krishna, A. The “visual depiction effect” in advertising: Facilitating embodied mental simulation through product orientation. Journal of Consumer Research, 38, 6 (2012), 988–1003.
   Google Scholar
• eMarketer. Retail Ecommerce Sales Worldwide, 2016-2021. 2018. Accessed on 30 June 2019: https://www.emarketer.com/Chart/Retail-Ecommerce-Sales-Worldwide-2016-2021-trillions-change-of-total-retail-sales/215138.
   Google Scholar
• Farah, M.J.; Hammond, K.M.; Levine, D.N.; and Calvanio, R. Visual and spatial mental imagery: Dissociable systems of representation. Cognitive Psychology, 20, 4 (1988), 439–462.
   PubMed Web of Science ®Google Scholar
• Faul, F.; Erdfelder, E.; Lang, A.-G.; and Buchner, A. G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39, 2 (2007), 175–191.
   Google Scholar
• Gu, Z.J.; and Tayi, G.K. Consumer pseudo-showrooming and omni-channel placement strategies. MIS Quarterly, 41, 2 (2017), 583–606.
   Web of Science ®Google Scholar
• Gurman, M. Apple Working on Touchless Control and Curved iPhone Screen. 2018. Accessed on 30 June 2019: https://www.bloomberg.com/news/articles/2018-04-04/apple-is-said-to-work-on-touchless-control-curved-iphone-screen.
   Google Scholar
• Hadi, R.; and Block, L. I take therefore I choose? The impact of active vs. passive acquisition on food consumption. Appetite, 80(2014), 168–173.
   PubMed Web of Science ®Google Scholar
• Harvie, D.S.; Broecker, M.; Smith, R.T.; Meulders, A.; Madden, V.J.; and Moseley, G.L. Bogus visual feedback alters onset of movement-evoked pain in people with neck pain. Psychological Science, 26, 4 (2015), 385–392.
   PubMed Web of Science ®Google Scholar
• Hegarty, M.; and Kozhevnikov, M. Types of visual–spatial representations and mathematical problem solving. Journal of Educational Psychology, 91, 4 (1999), 684.
   Web of Science ®Google Scholar
• Hess, T.J.; Fuller, M.A.; and Mathew, J. Involvement and decision-making performance with a decision aid: The influence of social multimedia, gender, and playfulness. Journal of Management Information Systems, 22, 3 (2005), 15–54.
   Web of Science ®Google Scholar
• Hong, Y.; and Pavlou, P.A. Product fit uncertainty in online markets: Nature, effects, and antecedents. Information Systems Research, 25, 2 (2014), 328–344.
   Web of Science ®Google Scholar
• Hu, G.; Bin Hannan, N.; Tearo, K.; Bastos, A.; and Reilly, D. Doing while thinking: Physical and cognitive engagement and immersion in mixed reality games. Proceedings of the 2016 ACM Conference on Designing Interactive Systems: ACM, 2016, pp. 947–958.
   Google Scholar
• Jetter, H.-C.; Leifert, S.; Gerken, J.; Schubert, S.; and Reiterer, H. Does (multi-) touch aid users’ spatial memory and navigation in “panning” and in “zooming & panning” UIs?, Proceedings of the International Working Conference on Advanced Visual Interfaces: ACM, 2012, pp. 83–90.
   Google Scholar
• Jiang, Z.; and Benbasat, I. Virtual product experience: Effects of visual and functional control of products on perceived diagnosticity and flow in electronic shopping. Journal of Management Information Systems, 21, 3 (2004), 111–147.
   Web of Science ®Google Scholar
• Jiang, Z.; and Benbasat, I. The effects of presentation formats and task complexity on online consumers’ product understanding. MIS Quarterly, 31, 3 (2007), 475–500.
   Google Scholar
• Jiang, Z.; and Benbasat, I. Investigating the influence of the functional mechanisms of online product presentations. Information Systems Research, 18, 4 (2007), 454–470.
   Web of Science ®Google Scholar
• Kim, J.-S.; Gračanin, D.; Yang, T.; and Quek, F. Action-transferred navigation technique design approach supporting human spatial learning. ACM Transactions on Computer-Human Interaction (TOCHI), 22, 6 (2015), 30.
   Web of Science ®Google Scholar
• Kim, Y.; and Krishnan, R. On product-level uncertainty and online purchase behavior: An empirical analysis. Management Science, 61, 10 (2015), 2449–2467.
   Web of Science ®Google Scholar
• Klatzky, R.L.; and Lederman, S.J. Haptic object perception: Spatial dimensionality and relation to vision. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 366, 1581 (2011), 3097–3105.
   PubMed Web of Science ®Google Scholar
• Klatzky, R.L.; and Peck, J. Please touch: Object properties that invite touch. IEEE Transactions on Haptics, 5, 2 (2012), 139–147.
   PubMed Web of Science ®Google Scholar
• Kosslyn, S.M.; Thompson, W.L.; and Ganis, G. The Case for Mental Imagery. Oxford University Press, New York, 2006.
   Google Scholar
• Krishna, A. An integrative review of sensory marketing: Engaging the senses to affect perception, judgment and behavior. Journal of Consumer Psychology, 22, 3 (2012), 332–351.
   Web of Science ®Google Scholar
• Krishna, A.; Elder, R.S.; and Caldara, C. Feminine to smell but masculine to touch? Multisensory congruence and its effect on the aesthetic experience. Journal of Consumer Psychology, 20, 4 (2010), 410–418.
   Web of Science ®Google Scholar
• Krishna, A.; Lee, S.W.; Li, X.; and Schwarz, N. Embodied cognition, sensory marketing, and the conceptualization of consumers’ judgment and decision processes: Introduction to the issue. Journal of the Association for Consumer Research, 2, 4 (2017), 377–381.
   Google Scholar
• Krishna, A.; Morrin, M.; and Sayin, E. Smellizing cookies and salivating: A focus on olfactory imagery. Journal of Consumer Research, 41, 1 (2014), 18–34.
   Web of Science ®Google Scholar
• Krishna, A.; and Schwarz, N. Sensory marketing, embodiment, and grounded cognition: A review and introduction. Journal of Consumer Psychology, 24, 3 (2013), 159–168.
   Google Scholar
• Lakoff, G.; and Johnson, M. Philosophy in the Flesh: The Embodied Mind and Its Challenge to Western Thought. Basic Books, New York, 1999.
   Google Scholar
• Lakoff, G.; and Johnson, M. Metaphors We Live By. Chicago, IL: University of Chicago Press, 2008.
   Google Scholar
• Landau, M.J.; Meier, B.P.; and Keefer, L.A. A metaphor-enriched social cognition. Psychological Bulletin, 136, 6 (2010), 1045.
   PubMed Web of Science ®Google Scholar
• Lederman, S.J.; and Klatzky, R.L. Hand movements: A window into haptic object recognition. Cognitive Psychology, 19, 3 (1987), 342–368.
   PubMed Web of Science ®Google Scholar
• Lederman, S.J.; and Klatzky, R.L. Extracting object properties through haptic exploration. Acta Psychologica, 84, 1 (1993), 29–40.
   PubMed Web of Science ®Google Scholar
• Lederman, S.J.; and Klatzky, R.L. Haptic perception: A tutorial. Attention, Perception, & Psychophysics, 71, 7 (2009), 1439–1459.
   PubMed Web of Science ®Google Scholar
• Lee, Y.; and Chen, A.N. Usability design and psychological ownership of a virtual world. Journal of Management Information Systems, 28, 3 (2011), 269–308.
   Web of Science ®Google Scholar
• Li, H.; Daugherty, T.; and Biocca, F. Impact of 3-D advertising on product knowledge, brand attitude, and purchase intention: The mediating role of presence. Journal of Advertising, 31, 3 (2002), 43–57.
   Web of Science ®Google Scholar
• Lien, N.-H.; and Chen, Y.-L. Narrative ads: The effect of argument strength and story format. Journal of Business Research, 66, 4 (2013), 516–522.
   Web of Science ®Google Scholar
• Lunden, I. Amazon Sumerian, a Platform for Building AR, VR and 3D apps, is Now Open to All. 2018. Accessed on 30 June 2019: https://techcrunch.com/2018/05/15/amazon-sumerian-a-platform-for-building-ar-vr-and-3d-apps-is-now-open-to-all/.
   Google Scholar
• MacInnis, D.J.; and Price, L.L. The role of imagery in information processing: Review and extensions. Journal of Consumer research, 13, 4 (1987), 473–491.
   Web of Science ®Google Scholar
• Meißner, M.; Pfeiffer, J.; Pfeiffer, T.; and Oppewal, H. Combining virtual reality and mobile eye tracking to provide a naturalistic experimental environment for shopper research. Journal of Business Research, 100, (2017) 445–458.
   Google Scholar
• Minas, R.K.; and Dennis, A.R. Visual background music: Creativity support systems with priming. Journal of Management Information Systems, 36, 1 (2019), 230–258.
   Web of Science ®Google Scholar
• Moreau, C.P.; Markman, A.B.; and Lehmann, D.R. “What is it?” Categorization flexibility and consumers’ responses to really new products. Journal of Consumer Research, 27, 4 (2001), 489–498.
   Web of Science ®Google Scholar
• Nunnally, J.C. Psychometric Theory. New York: McGraw-Hill, 1978.
   Google Scholar
• Obrist, M.; Velasco, C.; Vi, C.; Ranasinghe, N.; Israr, A.; Cheok, A.; Spence, C.; and Gopalakrishnakone, P. Sensing the future of HCI: Touch, taste, and smell user interfaces. Interactions, 23, 5 (2016), 40–49.
   Google Scholar
• Ostinelli, M.; and Bockenholt, U. On believing our imagination: The role of mental imagery in belief generation and resilience. ACR North American Advances, eds. Ann L. McGill and Sharon Shavitt, Duluth, MN : Association for Consumer Research, 36, (2009),722–723.
   Google Scholar
• Overmars, S.; and Poels, K. Online product experiences: The effect of simulating stroking gestures on product understanding and the critical role of user control. Computers in Human Behavior, 51(2015), 272–284.
   Google Scholar
• Papies, E.K.; Best, M.; Gelibter, E.; and Barsalou, L.W. The role of simulations in consumer experiences and behavior: Insights from the grounded cognition theory of desire. Journal of the Association for Consumer Research, 2, 4 (2017), 402–418.
   Google Scholar
• Park, W.; and Han, S.H. An analytical approach to creating multitouch gesture vocabularies in mobile devices: A case study for mobile web browsing gestures. International Journal of Human-Computer Interaction, 30, 2 (2014), 126–141.
   Web of Science ®Google Scholar
• Parrish, K. Microsoft Patent Paves Way for a Touch- and Smudge-Free Tablet Future. 2018. Accessed on 30 June 2019: https://www.digitaltrends.com/computing/new-microsoft-patent-eliminates-smudges-with-touchless-input/.
   Google Scholar
• Pasch, M.; Bianchi-Berthouze, N.; Van Dijk, B.; and Nijholt, A. Immersion in Movement-Based Interaction. International Conference on Intelligent Technologies for Interactive Entertainment. Springer,Amsterdam, The Netherlands, 2009, pp. 169–180.
   Google Scholar
• Pasqualotto, A.; and Proulx, M.J. The role of visual experience for the neural basis of spatial cognition. Neuroscience & Biobehavioral Reviews, 36, 4 (2012), 1179–1187.
   PubMed Web of Science ®Google Scholar
• Peck, J.; Barger, V.A.; and Webb, A. In search of a surrogate for touch: The effect of haptic imagery on perceived ownership. Journal of Consumer Psychology, 23, 2 (2013), 189–196.
   Web of Science ®Google Scholar
• Peck, J.; and Childers, T.L. To have and to hold: The influence of haptic information on product judgments. Journal of Marketing, 67, 2 (2003), 35–48.
   Web of Science ®Google Scholar
• Peck, J.; and Shu, S.B. The effect of mere touch on perceived ownership. Journal of Consumer research, 36, 3 (2009), 434–447.
   Web of Science ®Google Scholar
• Petrova, P.K.; and Cialdini, R.B. Fluency of consumption imagery and the backfire effects of imagery appeals. Journal of Consumer research, 32, 3 (2005), 442–452.
   Web of Science ®Google Scholar
• Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.-Y.; and Podsakoff, N.P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 5 (2003), 879.
   PubMed Web of Science ®Google Scholar
• Podsakoff, P.M.; and Organ, D.W. Self-reports in organizational research: Problems and prospects. Journal of Management, 12, 4 (1986), 531–544.
   Web of Science ®Google Scholar
• Radhakrishnan, S.; Lin, Y.; Zeid, I.; and Kamarthi, S. Finger-based multitouch interface for performing 3D CAD operations. International Journal of Human-Computer Studies, 71, 3 (2013), 261–275.
   Google Scholar
• Rempel, D.; Camilleri, M.J.; and Lee, D.L. The design of hand gestures for human–computer interaction: Lessons from sign language interpreters. International Journal of Human-Computer Studies, 72, 10(2014), 728–735.
   Google Scholar
• Roggeveen, A.L.; Grewal, D.; Townsend, C.; and Krishnan, R. The impact of dynamic presentation format on consumer preferences for hedonic products and services. Journal of Marketing, 79, 6 (2015), 34–49.
   Web of Science ®Google Scholar
• Saffer, D. Designing Gestural Interfaces: Touchscreens and Interactive Devices. Sebastopol, CA: O’Reilly Media, 2008.
   Google Scholar
• Schlosser, A.E. Experiencing products in the virtual world: the role of goal and imagery in influencing attitudes versus purchase intentions. Journal of Consumer research, 30, 2 (2003), 184–198.
   Web of Science ®Google Scholar
• Schlosser, A.E. Learning through virtual product experience: The role of imagery on true versus false memories. Journal of Consumer Research, 33, 3 (2006), 377–383.
   Web of Science ®Google Scholar
• Sheehan, A. How These Retailers Use Augmented Reality to Enhance the Customer Experience. 2018. Accessed on 30 June 2019: https://www.shopify.com.sg/retail/how-these-retailers-are-using-augmented-reality-to-enhance-the-customer-experience.
   Google Scholar
• Shen, H.; and Sengupta, J. If you can’t grab it, it won’t grab you: The effect of restricting the dominant hand on target evaluations. Journal of Experimental Social Psychology, 48, 2 (2012), 525–529.
   Web of Science ®Google Scholar
• Shen, H.; Zhang, M.; and Krishna, A. Computer interfaces and the “direct-touch” effect: Can iPads increase the choice of hedonic food. Journal of Marketing Research, 53, 5 (2016), 745–758.
   Google Scholar
• Shu, S.B.; and Peck, J. Psychological ownership and affective reaction: Emotional attachment process variables and the endowment effect. Journal of Consumer Psychology, 21, 4 (2011), 439–452.
   Web of Science ®Google Scholar
• Simmons, W.K.; Martin, A.; and Barsalou, L.W. Pictures of appetizing foods activate gustatory cortices for taste and reward. Cerebral Cortex, 15, 10 (2005), 1602-1608.
   Google Scholar
• Spence, C.; and Gallace, A. Multisensory design: Reaching out to touch the consumer. Psychology & Marketing, 28, 3 (2011), 267–308.
   Web of Science ®Google Scholar
• Steinmann, S.; Kilian, T.; and Brylla, D. Experiencing Products Virtually: The Role of Vividness and Interactivity in Influencing Mental Imagery and User Reactions. 35th International Conference on Information Systems, Auckland, New Zealand, 2014.
   Google Scholar
• Streicher, M.C.; and Estes, Z. Multisensory interaction in product choice: Grasping a product affects choice of other seen products. Journal of Consumer Psychology, 26, 4 (2016), 558–565.
   Web of Science ®Google Scholar
• Suh, K.-S.; and Lee, Y.E. The effects of virtual reality on consumer learning: An empirical investigation. MIS Quarterly, 29, 4 (2005), 673–697.
   Web of Science ®Google Scholar
• Sujan, M.; and Dekleva, C. Product categorization and inference making: Some implications for comparative advertising. Journal of Consumer Research, 14, 3 (1987), 372–378.
   Web of Science ®Google Scholar
• Symes, E.; Ellis, R.; and Tucker, M. Visual object affordances: Object orientation. Acta Psychologica, 124, 2 (2007), 238–255.
   PubMed Web of Science ®Google Scholar
• Tan, D.S.; Pausch, R.; Stefanucci, J.K.; and Proffitt, D.R. Kinesthetic Cues Aid Spatial Memory. CHI’02 Extended Abstracts on Human Factors in Computing Systems: ACM, 2002, pp. 806–807.
   Google Scholar
• Thompson, B. Exploratory and Confirmatory Factor Analysis: Understanding Concepts and Applications. American Psychological Association, Washington, DC, 2004.
   Google Scholar
• Tucker, M.; and Ellis, R. On the relations between seen objects and components of potential actions. Journal of Experimental Psychology: Human Perception and Performance, 24, 3 (1998), 830–846.
   PubMed Web of Science ®Google Scholar
• Verhagen, T.; Vonkeman, C.; Feldberg, F.; and Verhagen, P. Present it like it is here: Creating local presence to improve online product experiences. Computers in Human Behavior, 39(2014), 270–280.
   Google Scholar
• Wachs, J.P.; Kölsch, M.; Stern, H.; and Edan, Y. Vision-based hand-gesture applications. Communications of the ACM, 54, 2 (2011), 60–71.
   PubMed Web of Science ®Google Scholar
• Weibel, D.; Wissmath, B.; and Mast, F.W. Influence of mental imagery on spatial presence and enjoyment assessed in different types of media. Cyberpsychology, Behavior, and Social Networking, 14, 10 (2011), 607–612.
   PubMed Web of Science ®Google Scholar
• Wesp, R.; Hesse, J.; Keutmann, D.; and Wheaton, K. Gestures maintain spatial imagery. American Journal of Psychology, 114, 4 (2001), 591.
   PubMed Web of Science ®Google Scholar
• Wexler, M.; Kosslyn, S.M.; and Berthoz, A. Motor processes in mental rotation. Cognition, 68, 1 (1998), 77–94.
   PubMed Web of Science ®Google Scholar
• Wohlschläger, A.; and Wohlschläger, A. Mental and manual rotation. Journal of Experimental Psychology: Human Perception and Performance, 24, 2 (1998), 397.
   PubMed Web of Science ®Google Scholar
• Xu, D.J.; Benbasat, I.; and Cenfetelli, R.T. A Two-stage model of generating product advice: Proposing and testing the complementarity principle. Journal of Management Information Systems, 34, 3 (2017), 826–862.
   Web of Science ®Google Scholar
• Xu, J.; Benbasat, I.; and Cenfetelli, R.T. The nature and consequences of trade-off transparency in the context of recommendation agents. MIS Quarterly, 38, 2 (2014), 379–406.
   Web of Science ®Google Scholar
• Xu, K.; Chan, J.; Ghose, A.; and Han, S.P. Battle of the channels: The impact of tablets on digital commerce. Management Science, 63, 5 (2016), 1469–1492.
   Web of Science ®Google Scholar
• Yi, C.; Jiang, Z.; and Izak, B. Enticing and engaging consumers via online product presentations: The effects of restricted interaction design. Journal of Management Information Systems, 31, 4 (2015), 213–242.
   Web of Science ®Google Scholar
• Yoo, J.; and Kim, M. The effects of online product presentation on consumer responses: A mental imagery perspective. Journal of Business Research, 67, 11 (2014), 2464–2472.
   Web of Science ®Google Scholar
• Zagermann, J.; Pfeil, U.; Fink, D.; von Bauer, P.; and Reiterer, H. Memory in Motion: The Influence of Gesture-and Touch-Based Input Modalities on Spatial Memory. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems: ACM, 2017, pp. 1899–1910.
   Google Scholar
• Zatorre, R.J.; and Halpern, A.R. Mental concerts: Musical imagery and auditory cortex. Neuron, 47, 1 (2005), 9–12.
   PubMed Web of Science ®Google Scholar
• Zhu, K.; Ma, X.; Chen, H.; and Liang, M. Tripartite effects: Exploring users’ mental model of mobile gestures under the influence of operation, handheld posture, and interaction space. International Journal of Human–Computer Interaction, 33, 6 (2017), 443–459.
   Web of Science ®Google Scholar