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The Importance of Selling Formats: When Integrating Purchase and Quantity Decisions Increases Sales

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  • Kristen E. Duke

    (Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada)

  • On Amir

    (Rady School of Management, University of California San Diego, La Jolla, California 92093)

Abstract

Customers must often decide on the quantity to purchase in addition to whether to purchase. The current research introduces and compares the quantity-sequential selling format, in which shoppers resolve the purchase and quantity decisions separately, with the quantity-integrated selling format, where shoppers simultaneously consider whether and how many to buy. Although retailers often use the sequential format, we demonstrate that the integrated format can increase purchase rates. A field experiment conducted with a large technology firm found that quantity integration yielded considerably higher sales, amounting to an increase of more than $1 million in annual revenue. To demonstrate robustness and explore various contributing mechanisms, a series of laboratory experiments test and control for different elements of the selling formats. The results suggest that quantity integration can change the psychology of making a purchase: the integrated format anchors customers later in the decision-making funnel than the sequential format and additional implementation elements (e.g., the specific call-to-action used) may contribute to an increased effect. More broadly, this work sheds light on mechanisms underlying the influence of selling formats and the importance of how everyday choices are structured.

Suggested Citation

  • Kristen E. Duke & On Amir, 2023. "The Importance of Selling Formats: When Integrating Purchase and Quantity Decisions Increases Sales," Marketing Science, INFORMS, vol. 42(1), pages 87-109, January.
  • Handle: RePEc:inm:ormksc:v:42:y:2023:i:1:p:87-109
    DOI: 10.1287/mksc.2022.1364
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    References listed on IDEAS

    as
    1. Clee, Mona A & Wicklund, Robert A, 1980. "Consumer Behavior and Psychological Reactance," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 6(4), pages 389-405, March.
    2. Simonson, Itamar, 1989. "Choice Based on Reasons: The Case of Attraction and Compromise Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(2), pages 158-174, September.
    3. Dhar, Ravi, 1997. "Consumer Preference for a No-Choice Option," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 215-231, September.
    4. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    5. Sucharita Chandran & Vicki G. Morwitz, 2005. "Effects of Participative Pricing on Consumers' Cognitions and Actions: A Goal Theoretic Perspective," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(2), pages 249-259, September.
    6. Inman, J Jeffrey & Peter, Anil C & Raghubir, Priya, 1997. "Framing the Deal: The Role of Restrictions in Accentuating Deal Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(1), pages 68-79, June.
    7. Johnson, Eric J & Hershey, John & Meszaros, Jacqueline & Kunreuther, Howard, 1993. "Framing, Probability Distortions, and Insurance Decisions," Journal of Risk and Uncertainty, Springer, vol. 7(1), pages 35-51, August.
    8. Raphael Thomadsen & Robert P. Rooderkerk & On Amir & Neeraj Arora & Bryan Bollinger & Karsten Hansen & Leslie John & Wendy Liu & Aner Sela & Vishal Singh & K. Sudhir & Wendy Wood, 2018. "How Context Affects Choice," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 3-14, March.
    9. Jonathan Levav & Nicholas Reinholtz & Claire Lin, 2012. "The Effect of Ordering Decisions by Choice-Set Size on Consumer Search," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(3), pages 585-599.
    10. Karen M. Stilley & J. Jeffrey Inman & Kirk L. Wakefield, 2010. "Planning to Make Unplanned Purchases? The Role of In-Store Slack in Budget Deviation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 264-278, August.
    11. Alison Jing Xu & Robert S. Wyer Jr., 2007. "The Effect of Mind-Sets on Consumer Decision Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(4), pages 556-566, June.
    12. Puto, Christopher P, 1987. "The Framing of Buying Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(3), pages 301-315, December.
    13. Prelec, Drazen & Wernerfelt, Birger & Zettelmeyer, Florian, 1997. "The Role of Inference in Context Effects: Inferring What You Want from What Is Available," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(1), pages 118-125, June.
    14. Birger Wernerfelt, 1994. "Selling Formats for Search Goods," Marketing Science, INFORMS, vol. 13(3), pages 298-309.
    15. Lieberman, Alicea & Duke, Kristen E. & Amir, On, 2019. "How incentive framing can harness the power of social norms," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 118-131.
    16. Emir Kamenica, 2008. "Contextual Inference in Markets: On the Informational Content of Product Lines," American Economic Review, American Economic Association, vol. 98(5), pages 2127-2149, December.
    17. Shugan, Steven M, 1980. "The Cost of Thinking," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(2), pages 99-111, Se.
    18. Tingley, Dustin & Yamamoto, Teppei & Hirose, Kentaro & Keele, Luke & Imai, Kosuke, 2014. "mediation: R Package for Causal Mediation Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 59(i05).
    19. Rom Y Schrift & Jeffrey R Parker & Gal Zauberman & Shalena Srna & Vicki MorwitzEditor & Stijn van OsselaerAssociate Editor, 2018. "Multistage Decision Processes: The Impact of Attribute Order on How Consumers Mentally Represent Their Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1307-1324.
    20. Greenleaf, Eric A & Lehmann, Donald R, 1995. "Reasons for Substantial Delay in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(2), pages 186-199, September.
    21. Gavan J. Fitzsimons & Donald R. Lehmann, 2004. "Reactance to Recommendations: When Unsolicited Advice Yields Contrary Responses," Marketing Science, INFORMS, vol. 23(1), pages 82-94, September.
    22. repec:cup:judgdm:v:3:y:2008:i::p:396-403 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

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