Snir, Avichai and Levy, Daniel (2019): If You Think 9-Ending Prices Are Low, Think Again.
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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.
Item Type: | MPRA Paper |
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Original Title: | If You Think 9-Ending Prices Are Low, Think Again |
Language: | English |
Keywords: | Behavioral Pricing, Psychological Prices, Price Perception, Image Effect, 9-Ending Prices, Price Points, Regular Prices, Sale Prices |
Subjects: | D - Microeconomics > D1 - Household Behavior and Family Economics > D12 - Consumer Economics: Empirical Analysis D - Microeconomics > D2 - Production and Organizations > D22 - Firm Behavior: Empirical Analysis D - Microeconomics > D4 - Market Structure, Pricing, and Design > D40 - General D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D80 - General D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D83 - Search ; Learning ; Information and Knowledge ; Communication ; Belief ; Unawareness D - Microeconomics > D9 - Intertemporal Choice > D90 - General E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E31 - Price Level ; Inflation ; Deflation K - Law and Economics > K4 - Legal Procedure, the Legal System, and Illegal Behavior > K42 - Illegal Behavior and the Enforcement of Law L - Industrial Organization > L1 - Market Structure, Firm Strategy, and Market Performance > L11 - Production, Pricing, and Market Structure ; Size Distribution of Firms L - Industrial Organization > L1 - Market Structure, Firm Strategy, and Market Performance > L16 - Industrial Organization and Macroeconomics: Industrial Structure and Structural Change ; Industrial Price Indices L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L20 - General L - Industrial Organization > L4 - Antitrust Issues and Policies L - Industrial Organization > L4 - Antitrust Issues and Policies > L49 - Other L - Industrial Organization > L8 - Industry Studies: Services > L81 - Retail and Wholesale Trade ; e-Commerce M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M2 - Business Economics > M21 - Business Economics M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M30 - General M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M31 - Marketing M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M37 - Advertising |
Item ID: | 94469 |
Depositing User: | Daniel Levy |
Date Deposited: | 15 Jun 2019 08:33 |
Last Modified: | 26 Sep 2019 12:15 |
References: | Akerlof, Geroge, and Robert Shiller (2015), Phishing for Phools (Princeton University Press, Princeton, NJ). Anderson, Eric, Nir Jaimovich, and Duncan Simester (2015), “Price Stickiness: Empirical Evidence of the Menu Cost Channel,” Review of Economics and Statistics, 97(4), 813–826. Anderson, Eric, Benjamin Malin, Emi Nakamura, Duncan Simester, and Steinsson, Jón (2017), “Informational Rigidities and the Stickiness of Temporary Sales,” Journal of Monetary Economics 90, 64–83. Anderson, Eric and Duncan Simester (2003a), “Effects of $9 Price-Endings on Sales: Evidence from Field Experiments,” Quantitative Marketing and Economics, 1(1), 93–110. Anderson, Eric and Duncan Simester (2003b), “Mind Your Pricing Cues,” Harvard Business Review, 81(9), September, 97–103. Anderson, Eric and Duncan Simester (2009), “Price Cues and Customer Price Knowledge,” in Vithala R. Rao (Ed.), Handbook of Pricing Research in Marketing (Northampton, MA: Edward Elgar Publishing), pp. 150–166. Bader, Louis and James D. Weinland (1932), “Do Odd Prices Earn Money?” Journal of Retailing, 8, 102–104. Barsky, Robert, Mark Bergen, Shantanu Dutta, and Daniel Levy (2003), “What Can the Price Gap between Branded and Private Label Products Tell Us about Markups? In Robert Feenstra and Matthew Shapiro (Eds.), Scanner Data and Price Indexes (Chicago, IL: NBER and the University of Chicago Press), pp. 165–225. Basu, Kaushik (1997), “Why Are So Many Goods Priced to End in Nine? And Why This Practice Hurts the Producers?” Economics Letters, 54(1), 41–44. Besley, Timothy, and Harvey Rosen (1999), “Sales Taxes and Prices: An Empirical Analysis,” National Tax Journal, 52, 157–178. Bhattacharya, Utpal, Craig W. Holden, and Stacey Jacobsen (2012), “Penny Wise, Dollar Foolish: Buy-Sell Imbalances on and Around Round Numbers,” Management Science, 58(2), 413–431. Blinder, Alan S., Elie R.D. Canetti, David E. Lebow, and Jeremy B. Rudd (1998), Asking about Prices: A New Approach to Understanding Price Stickiness (New York, NY: Russell Sage Foundation). Carver, James R. and Daniel T. Padgett (2012), “Product Category Pricing and Future Price Attractiveness: 99-Ending Pricing in a Memory-Based Context,” Journal of Retailing, 88(4), 497–511. Chahrour, Ryan A. (2011), “Sales and Price Spikes in Retail Price Data,” Economics Letters 110, 143–146. Chakraborty, Ratula, Paul Dobson, Jonathan Seaton, and Michael Waterson (2015), “Pricing in Inflationary Times: the Penny Drops,” Journal of Monetary Economics 76, 71–86. Chen, Haipeng (Allan), Daniel Levy, Sourav Ray, and Mark Bergen (2008), “Asymmetric Price Adjustment in the Small,” Journal of Monetary Economics, 55(4), 728–737. Chevalier, Judith, Anil Kashyap, and Peter Rossi (2003), “Why Don’t Prices Rise during Periods of Peak Demand? Evidence from Scanner Data,” American Economic Review, 93, 15–37. Choi, Jungsil, Kiljae Lee, and Yong-Yeon (2012), “What Type of Framing Message Is More Appropriate with Nine-Ending Pricing,” Marketing Letters, 23, 603–614. D’Agostino, Ralph B., Albert Belanger, and Ralph B. D’Agostino, Jr. (1990), “A Suggestion for Using Powerful and Informative Tests of Normality,” American Statistician, 44, 316–321. Dutta, Shantanu, Mark Bergen, and Daniel Levy (2002), “Price Flexibility in Channels of Distribution: Evidence from Scanner Data,” Journal of Economic Dynamics and Control, 26, 1845–1900. Eichenbaum, Martin, Nir Jaimovich and Sergio Rebelo (2011), “Reference Prices, Costs, and Nominal Rigidities,” American Economic Review 101(1), 234–262. Freling, Traci, Leslie Vincent, Robert Schindler, David Hardesty, and Jason Rowe (2010), “A Meta-Analytic Review of Just-Below Pricing Effects,” in NA - Advances in Consumer Research, Volume 37, eds. Margaret C. Campbell, Jeff Inman, and Rik Pieters, Duluth, MN: Association for Consumer Research, 618–620. Gedenk, Karen, and Henrik Sattler (1999), “The Impact of Price Thresholds on Profit Contributions - Should Retailers Set 9-Ending Prices?” Journal of Retailing, 75(1), 33–57. Gendall, Philip, Michael F. Fox, and Priscilla Wilton (1998), “Estimating the Effect of Odd Pricing,” Journal of Product and Brand Management, 7(5), 421–432. Ginzberg, Eli (1936), “Customary Prices,” American Economic Review, 26(2), p. 296. Guimaraes, Bernardo, and Kevin D. Sheedy (2011), “Sales and Monetary Policy” American Economic Review 101(2), 844–876. Hackl, Franz, Michael E. Kummer, and Rudolf Winter-Ebmer (2014), “99 Cent: Price Points in e-Commerce,” Information Economics and Policy, 26, 12–27. Holdershaw, Judith, Philip Gendall, and Ron Garland (1997), “The Widespread Use of Odd Pricing in the Retail Sector,” Marketing Bulletin, 8, 53–58. Jeong, Ji Youn and John L. Crompton (2018), “Do Subjects from High and Low Context Cultures Attribute Different Meanings to Tourism Services with 9-Ending Prices?” Tourism Management, 64, 110–118. Kalyanam, Kirthi and Thomas S. Shively (1998), “Estimating Irregular Pricing Effects: a Stochastic Spline Regression Approach,” Journal of Marketing Research, 35(1), 16–29. Kashyap, Anil K. (1995), “Sticky Prices: New Evidence from Retail Catalogs,” Quarterly Journal of Economics, 110(1), 245–274. Klenow, Peter, and Benjamin Malin (2011), “Microeconomic Evidence on Price Setting,” in Friedman, Benjamin and Michael Woodford (Eds.), Handbook of Monetary Economics, Volume 3A (New York, NY: North Holland), pp. 231–284. Knotek, Edward, II (2011), “Convenient Prices and Price Rigidity: Cross-Section Evidence,” Review of Economics and Statistics, 93(3), 1076–1086. Knotek, Edward, II (2019), “The Roles of Price Points and Menu Costs in Price Rigidity” Federal Reserve Bank of Cleveland working paper. Kreul, Lee M. (1982), “Magic Numbers: Psychological Aspects of Menu Pricing,” Cornell Hotel and Restaurant Administration Quarterly, 22, 70–76. Lee, Dongwon, Robert J. Kauffman, and Mark E. Bergen (2009), “Image Effects and Rational Inattention in Internet-Based Selling,” International Journal of Electronic Commerce, 13(4), 127–165. Levy, Daniel, Shantanu Dutta, and Mark Bergen (2002), “Heterogeneity in Price Rigidity: Evidence from Primary Micro-Level Data,” Journal of Money, Credit and Banking, 34, 197–220. Levy, Daniel, Dongwon Lee, Haipeng (Allan) Chen, Robert Kauffman, and Mark Bergen (2011), “Price Points and Price Rigidity,” Review of Economics and Statistics, 93(4), 1417–1431. Levy, Daniel, Georg Müller, Haipeng (Allan) Chen, Mark Bergen, and Shantanu Dutta (2010), “Holiday Price Rigidity and Cost of Price Adjustment,” Economica, 77, 172–198. Levy, Daniel, Avichai Snir, Alex Gotler, and Haipeng (Allan) Chen (2019), “Not All Price Endings Are Created Equal: Price Points and Asymmetric Price Rigidity,” Journal of Monetary Economics (forthcoming). Macé, Sandrine (2012), “The Impact and Determinants of Nine-Ending Pricing in Grocery Retailing,” Journal of Retailing, 88(1), 115–130. Manning, Kenneth C. and David E. Sprott (2009), “Price Endings, Left-Digit Effects, and Choice,” Journal of Consumer Research, 36, 328–355. Mathä, Thomas Y. (2009), “Regional McParity: Do Common Pricing Points Reduce Deviations from the Law of One Price?” Weltwirtschaftliches Archiv, 145(1), 155–166. Mehrhoff, Jens (2018), “Promoting the Use of a Publically Available Scanner Data set in Price Index Research and for Capacity Building,” Manuscript, European Commission, https://bit.ly/2ZBUbg9. Meza, Sergio and K. Sudhir (2010), “Do Private Labels Increase Retailer Bargaining Power?” Quantitative Marketing and Economics 8, 333–363. Midrigan, Virgiliu (2011), “Menu Costs, Multiproduct Firms, and Aggregate Fluctuations,” Econometrica 79(4), 1139–1180. Nakamura, Emi, and Jón Steinsson (2008), “Five Facts about Prices: a Reevaluation of Menu Cost Models,” Quarterly Journal of Economics, 123(4), 1415–1464. Ngobo, Paul-Valentin, Patrick Legohérel, Nicolas Guéguen (2010), “A Cross-Category Investigation into the Effects of Nine-Ending Pricing on Brand Choice,” Journal of Retailing and Consumer Services, 17, 374–385. Peltzman, Sam (2000), “Prices Rise Faster than They Fall,” Journal of Political Economy, 108(3), 466–502. Quigley Charles J. and Elaine M. Notarantonio (2015), “An Exploratory Investigation of Perceptions of Odd and Even Pricing,” in Crittenden, Victoria L. (Ed.), Proceedings of the 1992 Academy of Marketing Science (AMS) Annual Conference, Developments in Marketing Science: Proceedings of the Academy of Marketing Science (Springer, Cham), pp. 306–309. Ray, Sourav, Avichai Snir, and Daniel Levy (2019), “Retail Pricing Strategy, Sales, and Price Rigidity,” manuscript in preparation. Ruffle, Bradley J. and Ze'ev Shtudiner (2006), “99: Are Retailers Best Responding to Rational Consumers? Experimental Evidence,” Managerial and Decision Economics, 27(6), 459–475. Schindler, Robert M. (1984), “Consumer Recognition of Increases in Odd and Even Prices,” Pp. 459–462 in Advances in Consumer Research, 11. Thomas Kinnear (Ed.), Ann Arbor, MI: Association of Consumer Research. Schindler, Robert M. (1991), “Symbolic Meanings of a Price Ending,” in Rebecca H. Holman and Michael Solomon (Eds.), Advances in Consumer Research, Vol. 18. Provo, UT: Association for Consumer Research, 794–801. Schindler, Robert M. (2001), “Relative Price Level of 99-Ending Prices: Image vs Reality,” Marketing Letters, 12(3), 239–247. Schindler, Robert M. (2006), “The 99 Price-Ending as a Signal of a Low-Price Appeal,” Journal of Retailing, 82(1), 71–77. Schindler, Robert M. and Thomas M. Kibarian (1993), “Testing for Perceptual Underestimation of 9-Ending Prices,” in NA - Advances in Consumer Research, Volume 20, Eds. Leigh McAlister and Michael L. Rothchild, Provo, UT: Association of Consumer Research. Pages: 580–585. Schindler, Robert M. and Thomas M. Kibarian (1996), “Increased Consumer Sales Response through Use of 99-Ending Prices,” Journal of Retailing, 72, 187–199. Schindler, Robert M. and Thomas M. Kibarian (2001), “Image Communicated by the Use of 99 Endings in Advertised Prices,” Journal of Advertising, 30(4), 95–99. Schindler, Robert M. and Patrick N. Kirby (1997), “Patterns of Rightmost Digits Used in Advertised Prices: Implications for Nine-Ending Effects,” Journal of Consumer Research, 24, 192–201. Schindler, Robert M. and Lori S. Warren (1988), “Effect of Odd Pricing on Choice of Items from a Menu,” Pp. 348–353 in Michael Houston (Ed.), Advances in Consumer Research, 15. Ann Arbor, MI: Association of Consumer Research. Shlain, Avner S. (2018), “More than a Penny's Worth: Left-Digit Bias and Firm Pricing,” manuscript, University of California, Berkeley. Snir, Avichai, Daniel Levy, and Haipeng (Allan) Chen (2017), “End of 9-Endings, Price Recall, and Price Perceptions,” Economics Letters, 155, 157–163. Stiving, Mark (2000), “Price-Endings When Prices Signal Quality,” Management Science, 46(12), 1617–1629. Stiving, Mark and Russell S. Winer (1997), “An Empirical Analysis of Price Endings Using Scanner Data,” Journal of Consumer Research, 24, 57–67. Thomas, Manoj and Vicki Morwitz (2005), “Penny Wise and Pound Foolish: the Left-Digit Effect in Price Cognition,” Journal of Consumer Research, 32, 54–64. Thomas, Manoj and Vicki Morwitz (2009), “Heuristics in Numerical Cognition: Implications for Pricing,” in V. R. Rao (Ed.), Handbook of Pricing Research in Marketing (Northampton, MA: Edward Elgar), pp. 132–149. Tsiros, Michael, and David M Hardesty (2010), “Ending a Price Promotion: Retracting It in One Step or Phasing It Out Gradually,” Journal of Marketing 74(1), 49–64. Twedt, Dik Warren (1965), “Does the ‘9 Fixation’ in Retail Pricing Really Promote Sales?’ Journal of Marketing, 29, 54–55. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/94469 |