Innovation in Pricing Mechanisms: An Analysis of the Emergence of Dynamic and Fixed Pricing in Five Countries

Karl Akbari

Abstract


This study examines how two pricing innovations, fixed and dynamic pricing, became the modi operandi in pricing. We first introduce the historical context and adoption of fixed and dynamic pricing mechanisms and identify common themes and differences. In addition, the innovation patterns of the fixed and dynamic prices in five countries, Japan, Britain, France, the United States, and China, are analyzed and contextualized from a historical, biographic, and a buyer/seller perspective. The results show that fixed and dynamic pricing have continuously evolved and gained widespread acceptance as a leading pricing strategy once the appropriate platform was available (e.g., department stores for fixed pricing or a deregulated airline industry/e-commerce for dynamic pricing). The key factors contributing to the diffusion of pricing innovations: mutual benefits for buyers and sellers, competitive pressure for smaller sellers to adopt the innovative pricing mechanism, and market expansion by including less affluent customer groups, are guidelines for the success of future pricing innovations.


Keywords


fixed pricing, dynamic pricing, innovation, business history

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References


Abe, I. (2007). Revenue Management in the Railway Industry in Japan and Portugal: A Stakeholder Approach. Massachusetts Institute of Technology.

Adburgham, A. (1981). Shops and Shopping, 1800-1914 (2nd ed.). HarperCollins.

Allen, R. C., Bassino, J., Ma, D., Moll‐Murata, C., & van Zanden, J. L. (2011). Wages, prices, and living standards in China, 1738–1925: in comparison with Europe, Japan, and India. The Economic History Review, 64(s1), 8–38. https://doi.org/10.1111/j.1468-0289.2010.00515.x

Ambrière, F. (1932). La Vie secrète des grands magasins. Les Oeuvres Françaises.

AMR Corporation. (1987). The Art of Managing Yield American Airlines Annual Report 1987.

Barth, G. (1982). City People: The Rise of Modern City Culture in Nineteenth-Century America (Paperback). Oxford University Press.

Beauvais, J.-M. (2004). Urbanisme commercial et voiture particulière. Transports Urbains, N° 106(1), 18. https://doi.org/10.3917/turb.106.0018

Beckmann, M. J., & Bobkoski, F. (1958). Airline demand: An analysis of some frequency distributions. Naval Research Logistics Quarterly, 5(1), 43–51. https://doi.org/10.1002/nav.3800050105

Ben-Khedher, N., Kintanar, J., Queille, C., & Stripling, W. (1998). Schedule optimization at SNCF: From conception to day of departure. Interfaces, 28(1), 6–23. https://doi.org/10.1287/inte.28.1.6

Bolton, L. E., Keh, H. T., & Alba, J. W. (2010). How Do Price Fairness Perceptions Differ across Culture? Journal of Marketing Research, 47(3), 564–576. https://doi.org/10.1509/jmkr.47.3.564

Brandt, L., Ma, D., & Rawski, T. G. (2014). From divergence to convergence: Reevaluating the history behind China’s economic boom. Journal of Economic Literature, 52(1), 45–123. https://doi.org/10.1257/jel.52.1.45

Braudel, F., & Labrousse, E. (1970). Histoire économique et sociale de la France, vol. 4, L’ère industrielle et la société d’aujourd’hui (siècle 1880-1980). Presses Universitaires de France.

Bugalia, N., Maemura, Y., & Ozawa, K. (2021). Demand risk management of private High-Speed Rail operators: A review of experiences in Japan and Taiwan. Transport Policy, 113(December 2019), 67–76. https://doi.org/10.1016/j.tranpol.2019.12.004

Casson, M., & Casson, C. (2014). The history of entrepreneurship: Medieval origins of a modern phenomenon. Business History, 56(8), 1223–1242. https://doi.org/10.1080/00076791.2013.867330

Chan, W. K. K. (1996). Personal Styles, Cultural Values and Management: The Sincere and Wing on Companies in Shanghai and Hong Kong, 1900–1941. Business History Review, 70(2), 141–166. https://doi.org/10.2307/3116879

Chan, W. K. K. (2010). Chinese Entrepreneurship since Its Late Imperial Period. In D. S. Landes, J. Mokyr, & W. J. Baumol (Eds.), Entrepreneurship from Ancient Mesopotamia to Modern Times (pp. 469–500). Princeton University Press. https://doi.org/doi:10.1515/9781400833580-020

Chen, X., Simchi-Levi, D., & Wang, Y. (2022). Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. Management Science, 68(7), 4878–4898. https://doi.org/10.1287/mnsc.2021.4129

Choe, P., & Wu, J. (2015). Customer perceptions toward dynamic pricing for wireless data service. International Journal of Mobile Communications, 13(2), 172–187. https://doi.org/10.1504/IJMC.2015.067962

Clifford, N. R. (1991). Spoilt Children of Empire: Westerners in Shanghai and the Chinese Revolution of the 1920s (Paperback). Middlebury.

Cross, R. G., Higbie, J. A., & Cross, D. Q. (2009). Revenue management’s renaissance: A rebirth of the art and science of profitable revenue generation. Cornell Hospitality Quarterly, 50(1), 56–81. https://doi.org/10.1177/1938965508328716

Crow, C. (1943). The Great American Customer. Harper & brothers.

D’Avenel, G. (1896). Le Mécanisme de la vie moderne. Armand Colin et Cie.

Davis, D. (2013). A History of Shopping. Routledge. https://doi.org/10.4324/9781315889061

Dawra, J., Katyal, K., & Gupta, V. (2015). “Can you do something about the price?” – Exploring the Indian deal and bargaining-prone customer. Journal of Consumer Marketing, 32(5), 356–366. https://doi.org/10.1108/JCM-09-2014-1158

de Saussure, C. (1902). A Foreign View of England in the Reigns of George I and George II: The Letters of Monsieur César de Saussure to His Family. John Murray.

den Boer, A. V. (2015). Dynamic pricing and learning: Historical origins, current research, and new directions. Surveys in Operations Research and Management Science, 20(1), 1–18. https://doi.org/10.1016/j.sorms.2015.03.001

Edmundson, W. (1774). A Journal Of The Life, Travels, Sufferings, And Labour Of Love In The Work Of The Ministry, Of That Worthy Elder And Faithful Servant Of Jesus Christ, William Edmundson. Mary Hinde.

Eguchi, T., & Belobaba, P. P. (2004). Research Papers: Modelling and simulation of impact of revenue management on Japan’s domestic market. Journal of Revenue and Pricing Management, 3(2), 119–142. https://doi.org/10.1057/palgrave.rpm.5170102

Elegido, J. M. (2011). The Ethics of Price Discrimination. Business Ethics Quarterly, 21(4), 633–660. https://doi.org/10.5840/beq201121439

Elmaghraby, W., & Keskinocak, P. (2003). Dynamic Pricing in the Presence of Inventory Considerations: Research Overview, Current Practices, and Future Directions. Management Science, 49(10), 1287–1309. https://doi.org/10.1287/mnsc.49.10.1287.17315

EU. (2018). Personalised Pricing in the Digital Era – Note by the European Union.

EU. (2022). Personalised Pricing.

Ezrachi, A., & Stucke, M. E. (2016). Virtual Competition. Harvard University Press.

Fowler, C. (1998). Changes in Provincial Retail Practice during the Eighteenth Century, with Particular Reference to Central-Southern England. Business History, 40(4), 37–54. https://doi.org/10.1080/00076799800000337

Fox, G. (1694). The Journal of George Fox. Cambridge University Press. https://doi.org/10.1017/CBO9780511710971

Garbarino, E., & Lee, O. F. (2003). Dynamic pricing in internet retail: Effects on consumer trust. Psychology & Marketing, 20(6), 495–513. https://doi.org/10.1002/MAR.10084

Geertz, C. (1978). The bazaar economy: Information and search in peasant marketing. American Economic Review, 68(2), 28–32. https://doi.org/10.4324/9780429494338-8

Gelber, S. M. (2005). Horseless horses: Car dealing and the survival of retail bargaining. In American Behavioral History: An Introduction (pp. 118–140). https://doi.org/10.18574/nyu/9780814708637.003.0009

Gerlick, J. A., & Liozu, S. M. (2020). Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing. Journal of Revenue and Pricing Management, 19(2), 85–98. https://doi.org/10.1057/S41272-019-00225-2/FIGURES/1

Going, C. (1911). Principles of Industrial Economics.

Gönsch, J., Klein, R., & Steinhardt, C. (2009). Dynamic Pricing – State-of-the-Art. ZfB- Special Issue, Ergänzungsheft 3, 1–40.

Gosmann, A. (2013). Zola historien de l’entreprise. Université de la Sorbonne nouvelle.

Grinder, B. B., & Cooper, D. (2022). Holy John Wanamaker , Postmaster General. Financial History, Summer 202(142), 9–11.

Hanks, R. (2002). Discounting in the hotel industry: a new approach. The Cornell Hotel and Restaurant Administration Quarterly, 43(4), 94–103. https://doi.org/10.1016/S0010-8804(02)80046-5

Haws, K. L., & Bearden, W. O. (2006). Dynamic pricing and consumer fairness perceptions. Journal of Consumer Research, 33(3), 304–311. https://doi.org/10.1086/508435

Hohberger, S. (2020). Dynamic pricing under customer choice behavior for revenue management in passenger railway networks. Universität Mannheim.

Hong, J. (2016). Transcultural politics of department stores: colonialism and mass culture in East Asia, 1900–1945. International Journal of Asian Studies, 13(2), 123–150. https://doi.org/10.1017/S1479591416000012

Horide, I. (2000). The House of Mitsui: Secrets of Its Longevity. Journal of Marketing Theory and Practice, 8(2), 31–36. https://doi.org/10.1080/10696679.2000.11501866

Hower, R. M. (1943). History of Macy’s of New York, 1858–1919. Harvard University Press. https://doi.org/10.4159/harvard.9780674863736

Huefner, R. (2011). Revenue Management: A Path to Increased Profits. In Revenue Management: A Path to Increased Profits. https://doi.org/10.4128/9781606491423

Jansen, M. B. (2000). The Making of Modern Japan. The Belknap Press of Harvard University Press.

Jarry, P. (1948). Les magasins de nouveautés : histoire rétrospective et anecdotique. A. Barry & Fils.

Jones, M. A., Trocchia, P. J., & Mothersbaugh, D. L. (1997). Noneconomic Motivations For Price Haggling: an Exploratory Study. ACR North American Advances, NA-24.

Kaplan, S. L. (1996). The Bakers of Paris and the Bread Question, 1700-1775 (Vol. 103, Issue 3). https://doi.org/10.2307/2650638

Kassaye, W. W. (1990). The role of haggling in marketing: An examination of buyer behavior. Journal of Consumer Marketing, 7(4), 53–62. https://doi.org/10.1108/EUM0000000002589

Kimes, S. E. (1989). Yield management: A tool for capacity-considered service firms. Journal of Operations Management, 8(4), 348–363. https://doi.org/10.1016/0272-6963(89)90035-1

Kimes, S. E. (2016). The evolution of hotel revenue management. 15(3–4), 248–252. https://doi.org/10.1057/rpm.2016.27

Kimms, A., & Klein, R. (2005). Revenue Management im Branchenvergleich. Zeitschrift Für Betriebswirtschaft, 1. https://doi.org/10.1007/978-3-663-11304-1_1

Lackington, J. (1792). Memoirs of the First Forty-Five Years of the Life of James Lackington. James Lackington.

Lee, S., Illia, A., & Lawson-Body, A. (2011). Perceived price fairness of dynamic pricing. Industrial Management and Data Systems, 111(4), 531–550. https://doi.org/10.1108/02635571111133533

Li-k, C., & Ching-ch, H. (2014). The Objective Basis of Differential Prices of Commodities and the Basis Of Enacting Differential Prices Under the Socialist System. 4552, 119–145.

Li, M. [李沐纯], & Ma, S. [马素云]. (2017). The Research Review and Prospects of Hotel Revenue Management Performance and Influence Mechanism [酒店收益管理绩效及其影响机制研究综述与展望]. Tourism and Hospitality Prospects[旅游导刊], 1(4), 71–88.

Li, Y. (1989). China ’ s Inflation : Causes , Effects , and Solutions. Asian Survey, 29(7), 655–668. https://doi.org/https://doi.org/10.2307/2644672

Littlewood, K. Special Issue Papers: Forecasting and control of passenger bookings. Journal of Revenue and Pricing Management, 4(2), 111–123. https://doi.org/10.1057/palgrave.rpm.5170134

McAfee, R. P., & te Velde, V. L. (2006). Chapter 11 Dynamic Pricing in the Airline Industry. In Handbook on Economics and Information Systems (pp. 527–569). https://doi.org/10.1016/S1574-0145(06)01011-7

McGill, J. I., & van Ryzin, G. J. (1999). Revenue Management: Research Overview and Prospects. Transportation Science, 33(2), 233–256. https://doi.org/10.1287/trsc.33.2.233

McKendrick, N., Brewer, J., & Plumb, J. H. (1982). The Birth of a Consumer Society: The Commercialization of Eighteenth-century England. Indiana University Press.

Miller, M. B. (1981). The Bon Marche. In The Bon Marche. Princeton University Press. https://doi.org/10.1515/9781400856114

Moreuil, R. (1970). L’évolution du commerce indépendant. Hommes et Terres Du Nord, 1(1), 25–35. https://doi.org/10.3406/htn.1970.1405

Norris, J. D. (1962). One-Price Policy among Antebellum Country Stores. Business History Review, 36(4), 455–458. https://doi.org/10.2307/3111918

Nystrom, P. H. (1915). The economics of retailing. The Ronald Press Company.

Ogilvie, S. (2014). The Economics of Guilds. Journal of Economic Perspectives, 28(4), 169–192. https://doi.org/10.1257/jep.28.4.169

Orbach, B. Y. (2004). Antitrust and Pricing in the Motion Picture Industry. Yale Journal on Regulation, 21(2), 317–367.

Pasdermadjian, H. (1954). Das Warenhaus. In Das Warenhaus. VS Verlag für Sozialwissenschaften. https://doi.org/10.1007/978-3-322-96298-0

Peng, G. [跃彭国]. (2011). A century of change in the linguistic landscape on Nanjing Road, Shanghai (correction)[海南京路上语言景观的百年变迁(补正]. The Study of Nonwritten Cultural Materials [非文字資料研究], 4–9.

Pfeffer, S. (2016). Eine konzeptionelle und empirische Untersuchung von Einsatzpotentialen und Gestaltungsmöglichkeiten. Universität Stuttgart.

Phillips, R. (2012). Why Are Prices Set the Way They Are? (Issue March 2019). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199543175.013.0002

Popplow, M. (2021). Die Idee der Innovation – ein historischer Abriss. In Handbuch Innovationsforschung (pp. 15–23). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-17668-6_2

Ramseyer, J. M. (2013). Thrift and Diligence. House Codes of Tokugawa Merchant Families. Monumenta Nipponica, 34(2), 209–230. https://doi.org/https://doi.org/10.2307/2384323

Rawski, T. G. (1989). Economic Growth in Prewar China. University of California Press.

Richards, T. J., Liaukonyte, J., & Streletskaya, N. A. (2016). Personalized pricing and price fairness. International Journal of Industrial Organization, 44, 138–153. https://doi.org/10.1016/J.IJINDORG.2015.11.004

Ridley, M. (2020). How Innovation Works: And Why It Flourishes in Freedom. Harper Perennial.

Riley, J., & Zeckhauser, R. (1983). Optimal Selling Strategies: When to Haggle, When to Hold Firm. The Quarterly Journal of Economics, 98(2), 267. https://doi.org/10.2307/1885625

Russell, O. D. (1939). The house of Mitsui. Little, Brown and Company.

Saint-Léon, M. (1911). Le petit commerce français : sa lutte pour la vie. Victor LeCoffre.

Schumpeter, J. A. (1942). Capitalism, Socialism and Democracy. Harper & Brothers.

Scull, P., & Fuller, P. C. (1967). From Peddlers to Merchant Princes a History of Selling in America. Follett.

Seele, P., Dierksmeier, C., Hofstetter, R., & Schultz, M. D. (2021). Mapping the Ethicality of Algorithmic Pricing: A Review of Dynamic and Personalized Pricing. Journal of Business Ethics, 170(4), 697–719. https://doi.org/10.1007/s10551-019-04371-w

Shiozawa, Y., Morioka, M., & Taniguchi, K. (2019). A Large Economic System with Minimally Rational Agents. In Microfoundations ofEvolutionary Economics (pp. 53–138). https://doi.org/10.1007/978-4-431-55267-3_2

Smith, B. C., Leimkuhler, J. F., & Darrow, R. M. (1992). Yield Management at American Airlines. Interfaces, 22(1), 8–31. https://doi.org/10.1287/inte.22.1.8

Sombart, W. (1922). Luxus und Kapitalismus. von Duncker & Humblot.

Stuhlmann, S. (2000). Kapazitätsgestaltung in Dienstleistungsunternehmungen. Deutscher Universitätsverlag. https://doi.org/10.1007/978-3-322-99276-5

Tappan, L. (1870). The Life of Arthur Tappan. In Oxford University: Vol. XXX. Hurd and Houghton.

Thivierge, S. (1989). Commerce et architecture. Continuité, 42, 25–29.

Thompson, V. A. (1965). Bureaucracy and Innovation. Administrative Science Quarterly, 10(1), 1. https://doi.org/10.2307/2391646

Tscheulin, D. K., & Lindenmeier, J. (2003). Yield-Management : ein State-of-the-Art. Zeitschrift Für Betriebswirtschaft, 73(October), 629–662.

Tsunoda, R., Bary, W. T. de, & Keene, D. (1958). Sources of Japanese Traditions: Vol. I. Columbia University Press.

Vaccaro, J. P., & Coward, D. W. F. (1993). Selling and sales management in action: Managerial and legal implications of price haggling: A sales manager’s dilemma. Journal of Personal Selling and Sales Management, 13(3), 80–86. https://doi.org/10.1080/08853134.1993.10753959

Vinod, B. (2009). Distribution and revenue management: Origins and value proposition. Journal of Revenue and Pricing Management, 8(2–3), 117–133. https://doi.org/10.1057/rpm.2008.62

Vinod, B. (2016). Evolution of yield management in travel. Journal of Revenue and Pricing Management, 15(3–4), 203–211. https://doi.org/10.1057/rpm.2016.15

Wamsler, J., Natter, M., & Algesheimer, R. (2022). Transitioning to dynamic prices: Should pricing authority remain with the company or be delegated to the service employees instead? Journal of Business Research, 139, 1476–1488. https://doi.org/10.1016/J.JBUSRES.2021.10.067

Wanamaker, J. (1911). Golden Book of the Wanamaker Stores: Jubilee Year, 1861-1911. Wanamaker.

Weber, I. M. (2021). China’s ancient principles of price regulation through market participation: The Guanzi from a comparative perspective. European and Chinese Histories of Economic Thought, 246–258. https://doi.org/10.4324/9780367434496-27

Wemp, B. (2010). The Grands Magasins Dufayel, the working class, and the.

Yang, J. Y. (2020). The Pricing Puzzle - How to Understand and Create Impactful Pricing for Your Products.

Yang, W., & Shi, X. (2007). Revenue management in China : An industry and research overview. 8(August 2008), 357–372. https://doi.org/10.1057/rpm.2008.33

Yasutomi, R. (2016). An Examination on Viable Pricing Strategies for the Chuo Shinkansen Maglev in Japan. Massachusetts Institute of Technology.

Yeoman, I. S., & Mcmahon-beattie, U. (2017). The turning points of revenue management : a brief history of future evolution. 3(1), 66–72. https://doi.org/10.1108/JTF-11-2016-0040

Yonekura, S., & Shimizu, H. (2010). Entrepreneurship in Pre–World War II Japan: The Role and Logic of the Zaibatsu. In D. S. Landes, J. Mokyr, & W. J. Baumol (Eds.), Entrepreneurship from Ancient Mesopotamia to Modern Times (pp. 501–526). Princeton University Press. https://doi.org/doi:10.1515/9781400833580-021

Yuan, W., & Nie, L. (2020). Optimization of seat allocation with fixed prices: An application of railway revenue management in China. PLoS ONE, 15(4), 1–25. https://doi.org/10.1371/journal.pone.0231706

Zhao, W., & Zheng, Y. S. (2000). Optimal dynamic pricing for perishable assets with nonhomogeneous demand. Management Science, 46(3), 375–388. https://doi.org/10.1287/mnsc.46.3.375.12063

Zheng, J., & Liu, J. (2016). The Research on Ticket Fare Optimization for China’s High-Speed Train. Mathematical Problems in Engineering, 2016. https://doi.org/10.1155/2016/5073053




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