Investigating the Spillover Effect of Keyword Market Entry in Sponsored Search Advertising

Published Online:https://doi.org/10.1287/mksc.2017.1053

References

  • Abhishek V, Hosanagar K (2007) Keyword generation for search engine advertising using semantic similarity between terms. Gini M, Kauffman RJ, eds. Proc. Ninth Internat. Conf. Electronic Commerce (ACM, New York), 89–94.CrossrefGoogle Scholar
  • Agarwal A, Hosanagar K, Smith MD (2011) Location, location and location: An analysis of profitability of position in online advertising markets. J. Marketing Res. 48(6):1057–1073.CrossrefGoogle Scholar
  • Aguirregabiria V, Mira P (2007) Sequential estimation of dynamic discrete games. Econometrica 75(1):1–53.CrossrefGoogle Scholar
  • Andrews RL, Srinivasan TC (1995) Studying consideration effects in empirical choice models using scanner panel data. J. Marketing Res. 32(1):30–41.CrossrefGoogle Scholar
  • Athey S, Nekipelov D (2012) A structural model of sponsored search advertising auctions. Working paper, Harvard University, Cambridge, MA.Google Scholar
  • Bajari P, Hong H, Krainer J, Nekipelov D (2010) Estimating static models of strategic interactions. J. Bus. Econom. Statist. 28(4): 469–482.CrossrefGoogle Scholar
  • Berry ST (1992) Estimation of a model of entry in the airline industry. Econometrica 60(4):889–917.CrossrefGoogle Scholar
  • Bronnenberg BJ, Vanhonacker WR (1996) Limited choice sets, local price response, and implied measures of price competition. J. Marketing Res. 33(2):163–174.CrossrefGoogle Scholar
  • Chen Y, Xue GR, Yu Y (2008) Advertising keyword suggestion based on concept hierarchy. Najork M, ed. Proc. 2008 Internat. Conf. Web Search Data Mining (ACM, New York), 251–260.CrossrefGoogle Scholar
  • Chiang J, Chib S, Narasimhan C (1999) Markov Chain Monte Carlo and models of consideration set and parameter heterogeneity. J. Econometrics 9(1–2):223–248.CrossrefGoogle Scholar
  • Chib S, Greenberg E (1995) Understanding the Metropolis–Hastings algorithm. Amer. Statist. 49(4):327–335.Google Scholar
  • Ciliberto F, Tamer E (2009) Market structure and multiple equilibria in airline markets. Econometrica 77(6):1791–1828.CrossrefGoogle Scholar
  • Datta S, Sudhir K (2013) Does reducing spatial differentiation increase product differentiation? Effects of zoning on retail entry and format variety. Quant. Marketing Econom. 11(1):83–116.CrossrefGoogle Scholar
  • Desai PS, Shin W, Staelin R (2014) The company that you keep: When to buy a competitor’s keyword. Marketing Sci. 33(4):485–508.LinkGoogle Scholar
  • Dover Y, Neslin S (2015) Amplifying the impact of digital advertising: The role of published sales rankings. Working paper, Dartmouth College, Hanover, NH.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.CrossrefGoogle Scholar
  • Ellickson PB, Misra S (2011) Estimating discrete games. Marketing Sci. 30(6):997–1010.LinkGoogle Scholar
  • Erdem T, Keane MP, Sun B (2008) A dynamic model of brand choice when price and advertising signal product quality. Marketing Sci. 27(6):1111–1125.LinkGoogle Scholar
  • Fuxman A, Tsaparas P, Achan K, Agrawal R (2008) Using the wisdom of the crowds for keyword generation. Proc. 17th Internat. Conf. World Wide Web (ACM, New York), 61–70.CrossrefGoogle Scholar
  • Ghose A, Yang S (2009) An empirical analysis of search engine advertising: Sponsored search in electronic markets. Management Sci. 55(10):1605–1622.LinkGoogle Scholar
  • Gilbride TJ, Allenby GM (2004) A choice model with conjunctive, disjunctive, and compensatory screening rules. Marketing Sci. 23(3): 391–406.LinkGoogle Scholar
  • Goldfarb A, Tucker C (2011) Advertising bans and the substitutability of online and offline advertising. J. Marketing Res. 48(2):207–227.CrossrefGoogle Scholar
  • Hausman JA (1996) Valuation of new goods under perfect and imperfect competition. Bresnahan TF, Gordon RJ, eds. The Economics of New Goods (University of Chicago Press, Chicago), 207–248.Google Scholar
  • Hotz VJ, Miller RA (1993) Conditional choice probabilities and the estimation of dynamic models. Rev. Econom. Stud. 60(3):497–529.CrossrefGoogle Scholar
  • Interactive Advertising Bureau (2015) IAB Internet advertising revenue report. New York, http://www.iab.com/wp-content/uploads/2016/04/IAB_Internet_Advertising_Revenue_Report_FY_2015-final.pdf.Google Scholar
  • Jerath K, Ma L, Park YH (2014) Consumer click behavior at a search engine: The role of keyword popularity. J. Marketing Res. 51(4): 480–486.CrossrefGoogle Scholar
  • Jia P (2008) What happens when Wal-Mart comes to town: An empirical analysis of the discount retailing industry. Econometrica 76(6):1263–1316.CrossrefGoogle Scholar
  • Joo M, Wilbur KC, Cowgill B, Zhu Y (2014) Television advertising and online search. Management Sci. 60(1):56–73.LinkGoogle Scholar
  • Kakulapati V, Kolikipogu R, Revathy P, Karunanithi D (2011) Improved web search engine by new similarity measures. Abraham A, Mauri JL, Buford JF, Suzuki J, Thampi SM, eds. Advances in Computing and Communications, Comm. Comput. Inform. Sci., Vol. 193 (Springer, Berlin Heidelberg), 284–292.CrossrefGoogle Scholar
  • Katona Z, Sarvary M (2010) The race for sponsored links: Bidding patterns for search advertising. Marketing Sci. 29(2):199–215.LinkGoogle Scholar
  • Lamey L, Deleersnyder B, Steenkamp JBEM, Dekimpe MG (2012) The effect of business-cycle fluctuations on private-label share: What has marketing conduct got to do with it? J. Marketing 76(1):1–19.CrossrefGoogle Scholar
  • Lee TY, Bradlow ET (2011) Automated marketing research using online customer reviews. J. Marketing Res. 48(5):881–894.CrossrefGoogle Scholar
  • Narayanan S, Kalyanam K (2015) Position effects in search advertising and their moderators: A regression discontinuity approach. Marketing Sci. 34(3):388–407.LinkGoogle Scholar
  • Nevo A (2001) Measuring market power in the ready-to-eat cereal industry. Econometrica 69(2):307–342.CrossrefGoogle Scholar
  • Radlinski F, Broder A, Ciccolo P, Gabrilovich E, Josifovski V, Riedel L (2008) Optimizing relevance and revenue in ad search: A query substitution approach. Chua T-S, Leong M-K, eds. Proc. 31st Annual Internat. ACM SIGIR Conf. Res. Development Inform. Retrieval (ACM, New York), 403–410.CrossrefGoogle Scholar
  • Rutz OJ, Bucklin RE (2011) From generic to branded: A model of spillover dynamics in paid search advertising. J. Marketing Res. 48(1): 87–102.CrossrefGoogle Scholar
  • Sayedi A, Jerath K, Srinivasan K (2014) Competitive poaching in sponsored search advertising and its strategic impact on traditional advertising. Marketing Sci. 33(4):586–608.LinkGoogle Scholar
  • Seim K (2006) An empirical model of firm entry with endogenous product-type choices. RAND J. Econom. 37(3):619–640.CrossrefGoogle Scholar
  • Stokes R (2008) Mastering Search Advertising: How the Top 3% of Search Advertisers Dominate Google AdWords (iUniverse, Bloomington, IN).Google Scholar
  • Su CL, Judd KL (2012) Constrained optimization approaches to estimation of structural models. Econometrica 80(5):2213–2230.CrossrefGoogle Scholar
  • Van Heerde HJ, Gijsenberg MJ, Dekimpe MG, Steenkamp J-BEM (2013) Price and advertising effectiveness over the business cycle. J. Marketing Res. 50(2):177–193.CrossrefGoogle Scholar
  • van Nierop E, Bronnenberg B, Paap R, Wedel M, Franses PH (2010) Retrieving unobserved consideration sets from household panel data. J. Marketing Res. 47(1):63–74.CrossrefGoogle Scholar
  • Varian HR (2007) Position auctions. Internat. J. Indust. Organ. 25(6): 1163–1178.CrossrefGoogle Scholar
  • Vitorino MA (2012) Empirical entry games with complementarities: An application to the shopping center industry. J. Marketing Res. 49(2):175–191.CrossrefGoogle Scholar
  • Yang S, Ghose A (2010) Analyzing the relationship between organic and sponsored search advertising: Positive, negative or zero interdependence? Marketing Sci. 29(4):602–623.LinkGoogle Scholar
  • Yang S, Lu S, Lu X (2014) Modeling competition and its impact on paid-search advertising. Marketing Sci. 33(1):134–153.LinkGoogle Scholar
  • Yao S, Mela CF (2011) A dynamic model of sponsored search advertising. Marketing Sci. 30(3):447–468.LinkGoogle Scholar
  • Zhu T, Singh V (2009) Spatial competition with endogenous location choices: An application to discount retailing. Quant. Marketing Econom. 7(1):1–35.CrossrefGoogle Scholar
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