Data and Algorithms: Strategic Disclosure of Competitiveness on Platforms Through Marketplace Analytics

References

• Abhishek V, Jerath K, Zhang ZJ (2016) Agency selling or reselling? Channel structures in electronic retailing. Management Sci. 62(8):2259–2280.Link, Google Scholar
• Armstrong M, Zhou J (2022) Consumer information and the limits to competition. Amer. Econom. Rev. 112(2):534–577.Crossref, Google Scholar
• Bergemann D, Morris S (2019) Information design: A unified perspective. J. Econom. Literature 57(1):44–95.Crossref, Google Scholar
• Bradley AP (1997) The use of the area under the roc curve in the evaluation of machine learning algorithms. Pattern Recognition 30(7):1145–1159.Crossref, Google Scholar
• Chen Y, Cui X, Li A, Wu B, Yang L (2024) The value of sharing market data through data analytics on digital platforms: Empower small businesses on Alibaba’s Taobao marketplace. Preprint, submitted July 1, https://doi.org/10.2139/ssrn.4878048.Google Scholar
• Choi WJ, Sayedi A (2024) Agency market power and information disclosure in online advertising. Marketing Sci. 43(6):1279–1298.Link, Google Scholar
• Choi WJ, Liu Q, Shin J (2023) Predictive analytics and ship-then-shop subscription. Management Sci. 70(2):1012–1028.Google Scholar
• Dai T, Singh S (2025) Artificial intelligence on call: The physician’s decision of whether to use AI in clinical practice. J. Marketing Res. 62(5):854–875.Google Scholar
• DeHoratius N, Musalem A, Rooderkerk R (2023) Why retailers fail to adopt advanced data analytics. Harvard Bus. Rev. (February 27), https://hbr.org/2023/02/why-retailers-fail-to-adopt-advanced-data-analytics.Google Scholar
• Dukes A, Liu L (2016) Online shopping intermediaries: The strategic design of search environments. Management Sci. 62(4):1064–1077.Link, Google Scholar
• Ellison G, Ellison SF (2009) Search, obfuscation, and price elasticities on the internet. Econometrica 77(2):427–452.Crossref, Google Scholar
• Ellison G, Wolitzky A (2012) A search cost model of obfuscation. RAND J. Econom. 43(3):417–441.Crossref, Google Scholar
• Fawcett T (2006) An introduction to roc analysis. Pattern Recognition Lett. 27(8):861–874.Crossref, Google Scholar
• Flach PA (2016) Roc analysis. Sammut C, Webb G, eds. Encyclopedia of Machine Learning and Data Mining (Springer, Berlin), 1–8.Crossref, Google Scholar
• Fong J, Manchanda P, Song Y (2024) How effective is suggested pricing?: Experimental evidence from an e-commerce platform. Preprint, submitted November 22, http://dx.doi.org/10.2139/ssrn.4993457.Google Scholar
• Fu R, Aseri M, Singh PV, Srinivasan K (2022) “Un” fair machine learning algorithms. Management Sci. 68(6):4173–4195.Link, Google Scholar
• Gilo D, Yehezkel Y (2020) Vertical collusion. RAND J. Econom. 51(1):133–157.Crossref, Google Scholar
• Gineikytė V, Barcevičius E, Loreta M (2021) Platform data access and secondary data sources–Analytical paper 1. Publications Office of The European Union, Brussels.Google Scholar
• Iyengar R, Ansari A, Gupta S (2007) A model of consumer learning for service quality and usage. J. Marketing Res. 44(4):529–544.Crossref, Google Scholar
• Jullien B, Rey P (2007) Resale price maintenance and collusion. RAND J. Econom. 38(4):983–1001.Crossref, Google Scholar
• Kamenica E, Gentzkow M (2011) Bayesian persuasion. Amer. Econom. Rev. 101(6):2590–2615.Crossref, Google Scholar
• Keifer S (2010) Beyond point of sale data: Looking forward, not backwards for demand forecasting. White paper, GXS, Middlesex, UK.Google Scholar
• Li L (2002) Information sharing in a supply chain with horizontal competition. Management Sci. 48(9):1196–1212.Link, Google Scholar
• Li X, Ching AT (2023) How does a firm adapt in a changing world? The case of prosper marketplace. Marketing Sci. 43(3):673–693.Google Scholar
• Li L, Zhang H (2008) Confidentiality and information sharing in supply chain coordination. Management Sci. 54(8):1467–1481.Link, Google Scholar
• Liu Z, Zhang DJ, Zhang F (2021) Information sharing on retail platforms. Manufacturing Service Oper. Management 23(3):606–619.Link, Google Scholar
• Liu Y, Lou B, Zhao X, Li X (2024) Unintended consequences of advances in matching technologies: Information revelation and strategic participation on gig-economy platforms. Management Sci. 70(3):1729–1754.Link, Google Scholar
• Long F, Amaldoss W (2024) Self-preferencing in e-commerce marketplaces: The role of sponsored advertising and private labels. Marketing Sci. 43(5):925–952.Google Scholar
• Long F, Liu Y (2024) Platform manipulation in online retail marketplace with sponsored advertising. Marketing Sci. 43(2):317–345.Link, Google Scholar
• Long F, Jerath K, Sarvary M (2022) Designing an online retail marketplace: Leveraging information from sponsored advertising. Marketing Sci. 41(1):115–138.Link, Google Scholar
• Malik N, Fu R (2023) Why does my Zestimate fluctuate? Platform design of algorithmic pricing models. Preprint, submitted April 12, http://dx.doi.org/10.2139/ssrn.4403371.Google Scholar
• Mamadehussene S (2020) The interplay between obfuscation and prominence in price comparison platforms. Management Sci. 66(10):4843–4862.Link, Google Scholar
• Mattioli D (2023) Amazon used secret ‘project nessie’ algorithm to raise prices. Wall Street Journal (October 3), https://www.wsj.com/business/retail/amazon-used-secret-project-nessie-algorithm-to-raise-prices-6c593706?reflink=desktopwebshare_permalink.Google Scholar
• Miklós-Thal J, Tucker C (2019) Collusion by algorithm: Does better demand prediction facilitate coordination between sellers? Management Sci. 65(4):1552–1561.Link, Google Scholar
• Parasuraman A, Zeithaml VA, Berry LL (1985) A conceptual model of service quality and its implications for future research. J. Marketing 49(4):41–50.Crossref, Google Scholar
• Piccolo S, Reisinger M (2011) Exclusive territories and manufacturers’ collusion. Management Sci. 57(7):1250–1266.Link, Google Scholar
• Raju JS, Sethuraman R, Dhar SK (1995) The introduction and performance of store brands. Management Sci. 41(6):957–978.Link, Google Scholar
• Shang W, Ha AY, Tong S (2016) Information sharing in a supply chain with a common retailer. Management Sci. 62(1):245–263.Link, Google Scholar
• Singh N, Vives X (1984) Price and quantity competition in a differentiated duopoly. RAND J. Econom. 15(4):546–554. Crossref, Google Scholar
• Stuenkel B (2021) Personal information and artificial intelligence: Website scraping and the california consumer privacy act. Colorado Tech. Law J. 19(2):429.Google Scholar
• Sudhir K, Chintagunta PK, Kadiyali V (2005) Time-varying competition. Marketing Sci. 24(1):96–109.Link, Google Scholar
• Teh T-H, Wright J (2022) Intermediation and steering: Competition in prices and commissions. Amer. Econom. J. Microeconom. 14(2):281–321.Crossref, Google Scholar
• Yang KH (2022) Selling consumer data for profit: Optimal market-segmentation design and its consequences. Amer. Econom. Rev. 112(4):1364–1393.Crossref, Google Scholar
• Zha Y, Li Q, Huang T, Yu Y (2023) Strategic information sharing of online platforms as resellers or marketplaces. Marketing Sci. 42(4):659–678.Link, Google Scholar