Monetizing Online Marketplaces

References

• Aggarwal G, Feldman J, Muthukrishnan S, Pál M (2008) Sponsored search auctions with Markovian users. Internat. Workshop Internet Network Econom. (Springer, Berlin), 621–628.Google Scholar
• Ansari A, Mela CF (2003) E-customization. J. Marketing Res. 40(2):131–145.Google Scholar
• Arbatskaya M (2007) Ordered search. RAND J. Econom. 38(1):119–126.Crossref, Google Scholar
• Arcidiacono P, Miller RA (2011) Conditional choice probability estimation of dynamic discrete choice models with unobserved heterogeneity. Econometrica 79(6):1823–1867.Crossref, Google Scholar
• Armstrong M, Zhou J (2011) Paying for prominence. Econom. J. (London) 121(556):F368–F395.Crossref, Google Scholar
• Armstrong M, Vickers J, Zhou J (2009) Prominence and consumer search. RAND J. Econom. 40(2):209–233.Crossref, Google Scholar
• Athey S, Ellison G (2011) Position auctions with consumer search. Quart. J. Econom. 126(3):1213–1270.Crossref, Google Scholar
• Balseiro SR, Besbes O, Weintraub GY (2015) Repeated auctions with budgets in ad exchanges: Approximations and design. Management Sci. 61(4):864–884.Link, Google Scholar
• Blake T, Nosko C, Tadelis S (2015) Consumer heterogeneity and paid search effectiveness: A large-scale field experiment. Econometrica 83(1):155–174.Crossref, Google Scholar
• Bodapati AV (2008) Recommendation systems with purchase data. J. Marketing Res. 45(1):77–93.Crossref, Google Scholar
• Bronnenberg BJ, Kim BJ, Mela CF (2016) Zooming in on choice: How do consumers search for cameras online? Marketing Sci. 35(5):693–712.Link, Google Scholar
• Chan TY, Park YH (2015) Consumer search activities and the value of ad positions in sponsored search advertising. Marketing Sci. 34(4):606–623.Link, Google Scholar
• Chen Y, He C (2011) Paid placement: Advertising and search on the Internet. Econom. J. (London) 121(556):F309–F328.Google Scholar
• Chen Y, Yao S (2017) Sequential search with refinement: Model and application with click-stream data. Management Sci. 63(12):4345–4365.Link, Google Scholar
• Damiano E, Li H (2007) Price discrimination and efficient matching. Econom. Theory. 30(2):243–263.Crossref, Google Scholar
• De los Santos B, Koulayev S (2017) Optimizing click-through in online rankings with endogenous search refinement. Marketing Sci. 36(4):542–564.Link, Google Scholar
• De los Santos B, Hortacsu A, Wildenbeest MR (2012) Testing models of consumer search using data on web browsing and purchasing behavior. Amer. Econom. Rev. 102(6):2955–2980.Crossref, Google Scholar
• Dinerstein M, Einav L, Levin J, Sundaresan N (2018) Consumer price search and platform design in Internet commerce. Amer. Econom. Rev. 108(7):1820–1859.Crossref, Google Scholar
• Edelman B, Ostrovsky M, Schwarz M (2007) Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords. Amer. Econom. Rev. 97(1):242–259.Crossref, Google Scholar
• Fradkin A (2019) A simulation approach to designing digital matching platforms. Preprint, submitted January 24, https://ssrn.com/abstract=3320080.Google Scholar
• Ghose A, Ipeirotis PG, Li B (2012) Designing ranking systems for hotels on travel search engines by mining user-generated and crowdsourced content. Marketing Sci. 31(3):493–520.Link, Google Scholar
• Granka LA, Joachims T, Gay G (2004) Eye-tracking analysis of user behavior in www search. Proc. 27th Annual Internat. ACM SIGIR Conf. Res. Development Inform. Retrieval (ACM, New York), 478–479.Google Scholar
• Guadagni PM, Little JD (1983) A logit model of brand choice calibrated on scanner data. Marketing Sci. 2(3):203–238.Link, Google Scholar
• Gupta S (1988) Impact of sales promotions on when, what, and how much to buy. J. Marketing Res. 25(4):342–355.Crossref, Google Scholar
• Hagiu A, Jullien B (2011) Why do intermediaries divert search? RAND J. Econom. 42(2):337–362.Crossref, Google Scholar
• Hong H, Shum M (2006) Using price distributions to estimate search costs. RAND J. Econom. 37(2):257–275.Crossref, Google Scholar
• Honka E (2014) Quantifying search and switching costs in the US auto insurance industry. RAND J. Econom. 45(4):847–884.Crossref, Google Scholar
• Honka E, Chintagunta P (2016) Simultaneous or sequential? Search strategies in the US auto insurance industry. Marketing Sci. 36(1):21–42.Link, Google Scholar
• Honka E, Hortaçsu A, Vitorino MA (2017) Advertising, consumer awareness, and choice: Evidence from the US banking industry. RAND J. Econom. 48(3):611–646.Crossref, Google Scholar
• Horton JJ (2017) The effects of algorithmic labor market recommendations: Evidence from a field experiment. J. Labor Econom. 35(2):345–385.Crossref, Google Scholar
• Huang JT (2018) Visibility policy, seller incentives, and pricing dynamics in a digital goods marketplace. Unpublished doctoral thesis, Stanford University, Stanford, CA.Google Scholar
• Iyer K, Johari R, Sundararajan M (2014) Mean field equilibria of dynamic auctions with learning. Management Sci. 60(12):2949–2970.Link, Google Scholar
• Jeziorski P, Moorthy S (2017) Advertiser prominence effects in search advertising. Management Sci. 64(3):1365–1383.Link, Google Scholar
• Jeziorski P, Segal I (2015) What makes them click: Empirical analysis of consumer demand for search advertising. Amer. Econom. J. Microeconom. 7(3):24–53.Crossref, Google Scholar
• Kamakura WA, Russell G (1989) A probabilistic choice model for market segmentation and elasticity structure. J. Marketing Res. 26(4):379–390.Crossref, Google Scholar
• Kempe D, Mahdian M (2008) A cascade model for externalities in sponsored search. Papadimitriou C, Zhang S, eds. International Workshop on Internet and Network Economics, Lecture Notes in Computer Science, vol. 5385 (Springer, Berlin), 585–596.Google Scholar
• Kim JB, Albuquerque P, Bronnenberg BJ (2010) Online demand under limited consumer search. Marketing Sci. 29(6):1001–1023.Link, Google Scholar
• Kim JB, Albuquerque P, Bronnenberg BJ (2016) The probit choice model under sequential search with an application to online retailing. Management Sci. 63(11):3911–3929.Link, Google Scholar
• Koulayev S (2014) Search for differentiated products: identification and estimation. RAND J. Econom. 45(3):553–575.Crossref, Google Scholar
• Krishna V (2009) Auction Theory (Academic Press, New York).Google Scholar
• Krusell P, Smith AA Jr (1998) Income and wealth heterogeneity in the macroeconomy. J. Political Econom. 106(5):867–896.Crossref, Google Scholar
• Lee D, Wolpin KI (2006) Intersectoral labor mobility and the growth of the service sector. Econometrica 74(1):1–46.Crossref, Google Scholar
• Long F, Jerath K, Sarvary M (2018) The informational role of sponsored advertising on online retail marketplaces. Working paper, Columbia University, New York.Google Scholar
• Lu S, Yang S (2016) A two-sided market analysis of behaviorally targeted display advertising. Working paper, University of Houston, Houston.Google Scholar
• Mehta N, Rajiv S, Srinivasan K (2003) Price uncertainty and consumer search: A structural model of consideration set formation. Marketing Sci. 22(1):58–84.Link, Google Scholar
• Mojir N, Sudhir K (2019) Price search across time and across stores. Cowles Foundation Discussion Paper No. 1492R, Harvard Business School, Boston.Google Scholar
• Moraga-González JL, Sándor Z, Wildenbeest MR (2018) Consumer search and prices in the automobile market. Working paper, VU University Amsterdam, Amsterdam.Google Scholar
• Resnick P, Varian HR (1997) Recommender systems. Commun. ACM 40(3):56–59.Crossref, Google Scholar
• Sahni NS, Nair H (2019) Sponsorship disclosure and consumer deception: Experimental evidence from native advertising in mobile search. Marketing Sci., ePub ahead of print July 8, https://doi.org/10.1287/mksc.2018.1125.Google Scholar
• Sahni NS, Zhang C (2019) Search advertising and information discovery: Are consumers averse to sponsored messages? Stanford University Graduate School of Business Research Paper No. 3441786, Stanford University, Stanford, CA. Accessed https://ssrn.com/abstract=3441786.Google Scholar
• Schafer JB, Konstan J, Riedl J (1999) Recommender systems in e-commerce. Proc. 1st ACM Conf. Electronic Commerce (ACM, New York), 158–166.Google Scholar
• Seiler S (2013) The impact of search costs on consumer behavior: A dynamic approach. Quant. Marketing Econom. 11(2):155–203.Crossref, Google Scholar
• Sharma S, Abhishek V (2017) Effect of sponsored listings on online marketplaces: The role of information asymmetry. Preprint, submitted August 4, https://ssrn.com/abstract=3013468.Google Scholar
• Simonov A, Nosko C, Rao JM (2018) Competition and crowd-out for brand keywords in sponsored search. Marketing Sci. 37(2):200–215.Link, Google Scholar
• Smith B, Linden G (2017) Two decades of recommender systems at amazon.com. IEEE Internet Comput. 21(3):12–18.Crossref, Google Scholar
• Stigler GJ (1961) The economics of information. J. Political Econom. 69(3):213–225.Crossref, Google Scholar
• Ursu RM (2018) The power of rankings: Quantifying the effect of rankings on online consumer search and purchase decisions. Marketing Sci. 37(4):530–552.Link, Google Scholar
• Varian HR (2010) Computer mediated transactions. Amer. Econom. Rev. 100(2):1–10.Crossref, Google Scholar
• Weintraub GY, Benkard L, Van Roy B (2006) Oblivious equilibrium: A mean field approximation for large-scale dynamic games. Weiss Y, Schölkopf B, Platt JC, eds. Advances in Neural Information Processing Systems, vol. 18 (Curran Associates, Red Hook, NY), 1489–1496.Google Scholar
• Weitzman ML (1979) Optimal search for the best alternative. Econometrica 47(3):641–654.Crossref, Google Scholar
• Wilson CM (2010) Ordered search and equilibrium obfuscation. Internat. J. Indust. Organ. 28(5):496–506.Crossref, Google Scholar
• Yao S, Mela CF (2011) A dynamic model of sponsored search advertising. Marketing Sci. 30(3):447–468.Link, Google Scholar
• Yoganarasimhan H (2019) Search personalization using machine learning. Management Sci., ePub ahead of print August 29, https://doi.org/10.1287/mnsc.2018.3255.Link, Google Scholar
• Zhang S, Yao L, Sun A, Tay Y (2019) Deep learning based recommender system: A survey and new perspectives. ACM Comput. Survey 52(1):5.Crossref, Google Scholar
• Zhou J (2011) Ordered search in differentiated markets. Internat. J. Indust. Organ. 29(2):253–262.Crossref, Google Scholar