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If You Think 9-Ending Prices Are Low, Think Again

Author

Listed:
  • Avichai Snir

    (Department of Banking and Finance, Netanya Academic College, Israel)

  • Daniel Levy

    (Department of Economics, Bar-Ilan University, Israel; Department of Economics, Emory University, USA; Rimini Centre for Economic Analysis)

Abstract

9-ending prices are a dominant feature of many retail settings, which according to the existing literature, is because consumers perceive them as being relatively low. Are 9-ending prices really lower than comparable non 9-ending prices? Surprisingly, the empirical evidence on this question is scarce. We use 8 years of weekly scanner price data with over 98 million price observations to document four findings. First, at the category level, 9-ending prices are usually higher, on average, than non 9-ending prices. Second, at the product level, in most cases, 9-ending prices are, on average, higher than prices with other endings. Third, sale prices are more likely to be non-9 ending than the corresponding regular prices. Fourth, among sale prices, 9-ending prices are often lower, on average, than comparable non 9-ending prices. The first three findings imply that although consumers may associate 9-ending prices with low prices, the data indicates otherwise. The fourth finding offers a possible explanation for this misperception. Retailers may be using 9-ending prices to draw consumers' attention to particularly large price cuts during sales, which perhaps conditions the shoppers to associate 9-ending prices with low prices.

Suggested Citation

  • Avichai Snir & Daniel Levy, 2019. "If You Think 9-Ending Prices Are Low, Think Again," Working Paper series 19-14, Rimini Centre for Economic Analysis.
  • Handle: RePEc:rim:rimwps:19-14
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    1. Bernardo Guimaraes & Kevin D. Sheedy, 2011. "Sales and Monetary Policy," American Economic Review, American Economic Association, vol. 101(2), pages 844-876, April.
    2. Knotek, Edward S., 2024. "The roles of price points and menu costs in price rigidity," Journal of Monetary Economics, Elsevier, vol. 145(C).
    3. Levy, Daniel & Lee, Dongwon & Chen, Haipeng (Allan) & Kauffman, Robert J. & Bergen, Mark, 2011. "Price Points and Price Rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 93(4), pages 1417-1431.
    4. Sergio Meza & K. Sudhir, 2010. "Do private labels increase retailer bargaining power?," Quantitative Marketing and Economics (QME), Springer, vol. 8(3), pages 333-363, September.
    5. Chen, Haipeng (Allan) & Levy, Daniel & Ray, Sourav & Bergen, Mark, 2008. "Asymmetric Price Adjustment in the Small," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 728-737.
    6. Levy, Daniel & Müller, Georg & Chen, Haipeng (Allan) & Bergen, Mark & Dutta, Shantanu, 2010. "Holiday Price Rigidity and Cost of Price Adjustment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 77(305), pages 172-198.
    7. Robert B. Barsky & Mark Bergen & Shantanu Dutta & Daniel Levy, 2003. "What Can the Price Gap between Branded and Private-Label Products Tell Us about Markups?," NBER Chapters, in: Scanner Data and Price Indexes, pages 165-225, National Bureau of Economic Research, Inc.
    8. Daniel Levy & Andrew T. Young, 2021. "Promise, trust, and betrayal: Costs of breaching an implicit contract," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 1031-1051, January.
    9. Blinder, Alan S, 1991. "Why Are Prices Sticky? Preliminary Results from an Interview Study," American Economic Review, American Economic Association, vol. 81(2), pages 89-96, May.
    10. Levy, Daniel & Snir, Avichai & Gotler, Alex & Chen, Haipeng (Allan), 2020. "Not all price endings are created equal: Price points and asymmetric price rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    11. Levy, Daniel & Young, Andrew T., 2004. ""The Real Thing:" Nominal Price Rigidity of the Nickel Coke, 1886-1959," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 36(4 (Specia), pages 765-799.
    12. Young, Andrew T. & Levy, Daniel, 2014. "Explicit Evidence of an Implicit Contract," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 30(4), pages 804-832.
    13. Dutta, Shantanu & Bergen, Mark & Levy, Daniel, 2002. "Price flexibility in channels of distribution: Evidence from scanner data," Journal of Economic Dynamics and Control, Elsevier, vol. 26(11), pages 1845-1900, September.
    14. Eric Anderson & Nir Jaimovich & Duncan Simester, 2015. "Price Stickiness: Empirical Evidence of the Menu Cost Channel," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 813-826, October.
    15. Edward S. Knotek, 2011. "Convenient Prices and Price Rigidity: Cross-Sectional Evidence," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1076-1086, August.
    16. Anderson, Eric & Malin, Benjamin A. & Nakamura, Emi & Simester, Duncan & Steinsson, Jón, 2017. "Informational rigidities and the stickiness of temporary Sales," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 64-83.
    17. Paul B. Ellickson & Sanjog Misra, 2008. "Supermarket Pricing Strategies," Marketing Science, INFORMS, vol. 27(5), pages 811-828, 09-10.
    18. Anil K Kashyap, 1995. "Sticky Prices: New Evidence from Retail Catalogs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 245-274.
    19. Virgiliu Midrigan, 2011. "Menu Costs, Multiproduct Firms, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(4), pages 1139-1180, July.
    20. Haipeng (Allan) Chen & Daniel Levy & Avichai Snir, 2017. "End of 9-Endings and Price Perceptions," Working Paper series 17-04, Rimini Centre for Economic Analysis.
    21. Jean-Pierre Dubé & Sanjog Misra, 2017. "Personalized Pricing and Consumer Welfare," NBER Working Papers 23775, National Bureau of Economic Research, Inc.
    22. Thomas Mathä, 2009. "Regional Mc parity: do common pricing points reduce deviations from the law of one price?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(1), pages 155-166, April.
    23. Monica Wadhwa & Kuangjie Zhang, 2015. "This Number Just Feels Right: The Impact of Roundedness of Price Numbers on Product Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(5), pages 1172-1185.
    24. John Huston & Nipoli Kamdar, 1996. "$9.99: Can "Just-Below" Pricing Be Reconciled with Rationality?," Eastern Economic Journal, Eastern Economic Association, vol. 22(2), pages 137-145, Spring.
    25. Jungsil Choi & Kiljae Lee & Yong-Yeon Ji, 2012. "What type of framing message is more appropriate with nine-ending pricing?," Marketing Letters, Springer, vol. 23(3), pages 603-614, September.
    26. Ngobo, Paul-Valentin & Legohérel, Patrick & Guéguen, Nicolas, 2010. "A cross-category investigation into the effects of nine-ending pricing on brand choice," Journal of Retailing and Consumer Services, Elsevier, vol. 17(5), pages 374-385.
    27. Bradley J. Ruffle & Ze'ev Shtudiner, 2006. "99: are retailers best responding to rational consumers? Experimental evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(6), pages 459-475.
    28. Chahrour, Ryan A., 2011. "Sales and price spikes in retail scanner data," Economics Letters, Elsevier, vol. 110(2), pages 143-146, February.
    29. Judith A. Chevalier & Anil K. Kashyap & Peter E. Rossi, 2003. "Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data," American Economic Review, American Economic Association, vol. 93(1), pages 15-37, March.
    30. Hackl, Franz & Kummer, Michael E. & Winter-Ebmer, Rudolf, 2014. "99 Cent: Price points in e-commerce," Information Economics and Policy, Elsevier, vol. 26(C), pages 12-27.
    31. Chakraborty, Ratula & Dobson, Paul W. & Seaton, Jonathan S. & Waterson, Michael, 2015. "Pricing in inflationary times: The penny drops," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 71-86.
    32. Snir, Avichai & Levy, Daniel & Chen, Haipeng (Allan), 2017. "End of 9-endings, price recall, and price perceptions," Economics Letters, Elsevier, vol. 155(C), pages 157-163.
    33. Schindler, Robert M & Kirby, Patrick N, 1997. "Patterns of Rightmost Digits Used in Advertised Prices: Implications for Nine-Ending Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 192-201, September.
    34. Manoj Thomas & Vicki Morwitz, 2005. "Penny Wise and Pound Foolish: The Left-Digit Effect in Price Cognition," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(1), pages 54-64, June.
    35. Ater, Itai & Gerlitz, Omri, 2017. "Round prices and price rigidity: Evidence from outlawing odd prices," Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 188-203.
    36. Mark Stiving, 2000. "Price-Endings When Prices Signal Quality," Management Science, INFORMS, vol. 46(12), pages 1617-1629, December.
    37. Nakamura, Emi & Steinsson, Jón, 2011. "Price setting in forward-looking customer markets," Journal of Monetary Economics, Elsevier, vol. 58(3), pages 220-233.
    38. Knotek II, Edward S., 2008. "Convenient prices, currency, and nominal rigidity: Theory with evidence from newspaper prices," Journal of Monetary Economics, Elsevier, vol. 55(7), pages 1303-1316, October.
    39. Jeong, Ji Youn & Crompton, John L., 2018. "Do subjects from high and low context cultures attribute different meanings to tourism services with 9-ending prices?," Tourism Management, Elsevier, vol. 64(C), pages 110-118.
    40. Stiving, Mark & Winer, Russell S, 1997. "An Empirical Analysis of Price Endings with Scanner Data," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(1), pages 57-67, June.
    41. Levy, Daniel & Dutta, Shantanu & Bergen, Mark, 2002. "Heterogeneity in Price Rigidity: Evidence from a Case Study Using Microlevel Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 197-220, February.
    42. Shuba Srinivasan & Koen Pauwels & Dominique M. Hanssens & Marnik G. Dekimpe, 2004. "Do Promotions Benefit Manufacturers, Retailers, or Both?," Management Science, INFORMS, vol. 50(5), pages 617-629, May.
    43. Sam Peltzman, 2000. "Prices Rise Faster than They Fall," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 466-502, June.
    44. Pradeep Chintagunta & Jean-Pierre Dubé & Vishal Singh, 2003. "Balancing Profitability and Customer Welfare in a Supermarket Chain," Quantitative Marketing and Economics (QME), Springer, vol. 1(1), pages 111-147, March.
    45. Carver, James R. & Padgett, Daniel T., 2012. "Product Category Pricing and Future Price Attractiveness: 99-Ending Pricing in a Memory-Based Context," Journal of Retailing, Elsevier, vol. 88(4), pages 497-511.
    46. Emi Nakamura & Jón Steinsson, 2008. "Five Facts about Prices: A Reevaluation of Menu Cost Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1415-1464.
    47. Besley, Timothy J. & Rosen, Harvey S., 1999. "Sales Taxes and Prices: An Empirical Analysis," National Tax Journal, National Tax Association;National Tax Journal, vol. 52(2), pages 157-178, June.
    48. Utpal Bhattacharya & Craig W. Holden & Stacey Jacobsen, 2012. "Penny Wise, Dollar Foolish: Buy-Sell Imbalances On and Around Round Numbers," Management Science, INFORMS, vol. 58(2), pages 413-431, February.
    49. Kenneth C. Manning & David E. Sprott, 2009. "Price Endings, Left-Digit Effects, and Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(2), pages 328-335.
    50. Basu, Kaushik, 1997. "Why are so many goods priced to end in nine? And why this practice hurts the producers," Economics Letters, Elsevier, vol. 54(1), pages 41-44, January.
    51. Geoffrey Pofahl & Oral Capps & H. Alan Love, 2006. "Retail Zone Pricing and Simulated Price Effects of Upstream Mergers," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 13(2), pages 195-215.
    52. Martin Eichenbaum & Nir Jaimovich & Sergio Rebelo, 2011. "Reference Prices, Costs, and Nominal Rigidities," American Economic Review, American Economic Association, vol. 101(1), pages 234-262, February.
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    Cited by:

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    3. Snir, Avichai & Chen, Haipeng (Allan) & Levy, Daniel, 2022. "Zero-Ending Prices, Cognitive Convenience, and Price Rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 203, pages 519-542.
    4. Ray, Sourav & Snir, Avichai & Levy, Daniel, 2023. "Retail Pricing Format and Rigidity of Regular Prices," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-1.

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    More about this item

    Keywords

    Behavioral Pricing; Psychological Prices; Price Perception; Image Effect; 9-Ending Prices; Price Points; Regular Prices; Sale Prices;
    All these keywords.

    JEL classification:

    • M30 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - General
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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