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The Out-of-Stock (OOS) Effect on Choice Shares of Available Options

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  • Huang, Yunhui
  • Zhang, Y. Charles

Abstract

Prior research on product out-of-stock (OOS) has mainly focused on the consequences of OOS due to consumers not being able to select their target options. The present research explores how OOS noticed by consumers without a specific target option in mind affects their preference among the in-stock options. We find that consumers can draw social inferences from OOS about the desirability of product features. Consequently, in-stock options that share feature with the OOS option enjoys choice advantage. We show that this effect occurs only when the OOS condition is caused by consumer demand (as opposed to by logistical causes), and only for consumers who are not product category experts. Further, consumers’ belief on others’ expertise and shopping goal determines which specific feature they will identify as the key feature that drives the OOS. These findings provide a more complete picture for how consumers respond to OOS. They also offer insights into making more accurate demand estimation and suggest a potential new tool for in-store marketing.

Suggested Citation

  • Huang, Yunhui & Zhang, Y. Charles, 2016. "The Out-of-Stock (OOS) Effect on Choice Shares of Available Options," Journal of Retailing, Elsevier, vol. 92(1), pages 13-24.
    • Handle: RePEc:eee:jouret:v:92:y:2016:i:1:p:13-24
    DOI: 10.1016/j.jretai.2015.07.001
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    as
    1. Celsi, Richard L & Olson, Jerry C, 1988. "The Role of Involvement in Attention and Comprehension Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 210-224, September.
    2. Leonard Lee & Dan Ariely, 2006. "Shopping Goals, Goal Concreteness, and Conditional Promotions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 33(1), pages 60-70, June.
    3. Pizzi, Gabriele & Scarpi, Daniele, 2013. "When Out-of-Stock Products DO Backfire: Managing Disclosure Time and Justification Wording," Journal of Retailing, Elsevier, vol. 89(3), pages 352-359.
    4. Ravi Anupindi & Maqbool Dada & Sachin Gupta, 1998. "Estimation of Consumer Demand with Stock-Out Based Substitution: An Application to Vending Machine Products," Marketing Science, INFORMS, vol. 17(4), pages 406-423.
    5. Fitzsimons, Gavan J, 2000. "Consumer Response to Stockouts," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(2), pages 249-266, September.
    6. Y. Charles Zhang & Norbert Schwarz, 2012. "How and Why 1 Year Differs from 365 Days: A Conversational Logic Analysis of Inferences from the Granularity of Quantitative Expressions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(2), pages 248-259.
    7. Thomas Kramer & Ryall Carroll, 2009. "The effect of incidental out-of-stock options on preferences," Marketing Letters, Springer, vol. 20(2), pages 197-208, June.
    8. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    9. Peter H. Farquhar & Anthony R. Pratkanis, 1993. "Decision Structuring with Phantom Alternatives," Management Science, INFORMS, vol. 39(10), pages 1214-1226, October.
    10. Highhouse, Scott, 1996. "Context-Dependent Selection: The Effects of Decoy and Phantom Job Candidates," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(1), pages 68-76, January.
    11. Eric T. Anderson & Gavan J. Fitzsimons & Duncan Simester, 2006. "Measuring and Mitigating the Costs of Stockouts," Management Science, INFORMS, vol. 52(11), pages 1751-1763, November.
    12. Campbell, Margaret C & Kirmani, Amna, 2000. "Consumers' Use of Persuasion Knowledge: The Effects of Accessibility and Cognitive Capacity on Perceptions of an Influence Agent," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(1), pages 69-83, June.
    13. Broniarczyk, Susan M & Alba, Joseph W, 1994. "The Role of Consumers' Intuitions in Inference Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(3), pages 393-407, December.
    14. Beatty, Sharon E & Smith, Scott M, 1987. "External Search Effort: An Investigation across Several Product Categories," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(1), pages 83-95, June.
    15. 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.
    16. Ge, Xin & Messinger, Paul R. & Li, Jin, 2009. "Influence of Soldout Products on Consumer Choice," Journal of Retailing, Elsevier, vol. 85(3), pages 274-287.
    17. Rao, Akshay R & Monroe, Kent B, 1988. "The Moderating Effect of Prior Knowledge on Cue Utilization in Product Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 253-264, September.
    18. Zaichkowsky, Judith Lynne, 1985. "Measuring the Involvement Construct," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(3), pages 341-352, December.
    19. Randolph E. Bucklin & James M. Lattin, 1991. "A Two-State Model of Purchase Incidence and Brand Choice," Marketing Science, INFORMS, vol. 10(1), pages 24-39.
    20. Juanjuan Zhang, 2010. "The Sound of Silence: Observational Learning in the U.S. Kidney Market," Marketing Science, INFORMS, vol. 29(2), pages 315-335, 03-04.
    21. Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
    22. Burnkrant, Robert E & Cousineau, Alain, 1975. "Informational and Normative Social Influence in Buyer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 206-215, December.
    23. Parker, Jeffrey R. & Lehmann, Donald R., 2011. "When Shelf-Based Scarcity Impacts Consumer Preferences," Journal of Retailing, Elsevier, vol. 87(2), pages 142-155.
    24. Ariely, Dan & Wallsten, Thomas S., 1995. "Seeking Subjective Dominance in Multidimensional Space: An Explanation of the Asymmetric Dominance Effect," Organizational Behavior and Human Decision Processes, Elsevier, vol. 63(3), pages 223-232, September.
    25. Alba, Joseph W & Hutchinson, J Wesley, 1987. "Dimensions of Consumer Expertise," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(4), pages 411-454, March.
    26. Subramanian Balachander & Peter H. Farquhar, 1994. "Gaining More by Stocking Less: A Competitive Analysis of Product Availability," Marketing Science, INFORMS, vol. 13(1), pages 3-22.
    27. Andrés Musalem & Marcelo Olivares & Eric T. Bradlow & Christian Terwiesch & Daniel Corsten, 2010. "Structural Estimation of the Effect of Out-of-Stocks," Management Science, INFORMS, vol. 56(7), pages 1180-1197, July.
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