Anderson, Simon and Ciliberto, Federico and Liaukonyte, Jura (2010): Getting into Your Head(Ache): The Information Content of Advertising in the Over-the-Counter Analgesics Industry.
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We study how much information firms include in their advertisements and what determines their choices. We use data from advertisement videos from the US OTC analgesics industry between 2001 and 2005 to measure information content in ads. For each video we code the number of cues it contains. The correlation between any two cues is rarely large, suggesting that each cue provides different information.
We find: i) brands with inherently better characteristics (e.g. faster relief) transmit more information; ii) comparative advertisements contain significantly more information than self-promotion ads; iii) market share is negatively associated with the amount of information content; iv) a higher market share of the generic version of a brand is also associated with less information by the brand. Not controlling for endogeneity of market share and the decision to use comparative advertising would lead to significant estimation bias. Result (iii) is consistent with recent theoretical work that larger firms disclose less information, while result (iv) indicates the likely presence of information spillovers from brands to their generic counterparts.
|Item Type:||MPRA Paper|
|Original Title:||Getting into Your Head(Ache): The Information Content of Advertising in the Over-the-Counter Analgesics Industry|
|Keywords:||Information Content, Advertising, Comparative Advertising, Content Analysis|
|Subjects:||M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M37 - Advertising
D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D83 - Search ; Learning ; Information and Knowledge ; Communication ; Belief ; Unawareness
L - Industrial Organization > L1 - Market Structure, Firm Strategy, and Market Performance > L15 - Information and Product Quality ; Standardization and Compatibility
|Depositing User:||Federico Ciliberto|
|Date Deposited:||14. Sep 2010 11:50|
|Last Modified:||15. Feb 2013 21:18|
Abernethy, Avery M. and George R. Franke (1996), "The information content of advertising: a meta-analysis," Journal of Advertising, 25, 1-17.
"Aleve case history - real people campaign" (2006), ARF Ogilvy Awards.
Anand, Bharat and Ron Shachar (2009), "Targeted advertising as a signal," Quantitative Marketing and Economics, 7(3), 237-66.
Anderson, Federico Ciliberto, Jura Liaukonyte and Régis Renault (2010), "Push-me, Pull-you: Comparative Advertising in OTC Analgesics Industry," Mimeo, University of Virginia.
Anderson, Simon P. and Régis Renault (2009), "Comparative Advertising: disclosing horizontal match information," RAND Journal of Economics, 40(3), 558-81.
Angrist, Joshua D. (2001), "Estimation of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business Economic Statistics, 19(1), 2-16.
Bertrand, Marianne, Dean Karlan, Sendhil Mullainathan, Eldar Shar and Jonathan Zinman (2010), "What�s Advertising Content Worth? Evidence from a Consumer Credit Marketing Field Experiment," Quarterly Journal of Economics, 125(1), 263�305.
Blundell, Richard. and James L. Powell (2003), "Endogeneity in Nonparametric and Semiparametric Regression Models," in Advances in Economics and Econometrics, Theory and Applications, Eighth World Congress, Volume II, edited by M. Dewatripont, L.P. Hansen, and S.J.Turnovsky, Cambridge University Press, Cambridge, U.K.
Bresnahan, Timothy F. (1987), "Competition and Collusion in the American Automobile Industry: The 1955 Price War," The Journal of Industrial Economics, 35(4), 457-82.
Chou, Linly, George R.Franke and Gary B. Wilcox (1987), "The Information Content of Comparative Magazine Ads: A Longitudinal Analysis," Journalism Quarterly, 64 (1),119-24.
Franke, George.R., Bruce A. Huhmann and David L. Mothersbaugh (2004), "Information content and consumer readership of print ads: A comparison of search and experience products," Journal of the Academy of Marketing Science, 32(1), 20-31.
Greene, William H. (1997), Econometric Analysis, 3rd edition, London, Prentice Hall.
Guo, Liang and Ying Zhao (2009), "Voluntary Quality Disclosure and Market Interaction," Marketing Science, 28 (3), 488-501
Harmon, Robert, Nabil Razzouk, and Bruce L. Stern (1983), "The Information Content of Comparative Magazine Advertisements," Journal of Advertising, 12 (4), 10-19.
Heckman, James, J. (1981), "The Incidental Parameters Problem and the Problem of Initial Conditions in Estimating a Discrete Time-Discrete Data Stochastic Process," in Manski, C. and D.McFadden, eds., Structural Analysis of Discrete Data with Econometric Applications, MIT Press, Cambridge, pp. 114-78.
Hong Jae W., Aydin Muderrisoglu, George M. Zinkhan (1987), "Cultural Di¤erences and Advertising Expression: A Comparative Content Analysis of Japanese and U.S. Magazine Advertising," Journal of Advertising, 16 (1), 55-68. 31
Imbens, Guido and Je¤rey Wooldridge (2007), "What�s New in Econometrics?", National Bureau of Economic Research, Summer Institute.
Ippolito Pauline M. and Janis K.Pappalardo (2002), "Advertising Nutrition and Health: Evidence from Food Advertising," Bureau of Economics, Federal Trade Commission.
Iyer Ganesh, David Soberman, and J. Miguel Villas-Boas (2005), "The Targeting of Advertising", Marketing Science, 24(3), 461 - 76.
Jeffrey Woolridge (2001), Econometric Analysis of Cross Section and Panel Data, The MIT Press, 1st edition.
Liaukonyte, Jura (2010), "Is Comparative Advertising an Active Ingredient in the Market for Pain Relief? Structural Model of Advertising Content," Mimeo, Cornell University.
Madden, Charles S., Marjorie J. Caballero and Shinya Matsukubo (1986), "Analysis of information content in U.S. and Japanese magazine advertising," Journal of Advertising. 38-45.
Pappalardo, Janis K. and Debra J. Ringold (2000), "Regulating Commercial Speech in a Dynamic Environment: Forty Years of Margarine and Oil Advertising Before the NLEA," Journal of Public Policy and Marketing, 19(1), 74-92.
Resnik, Alan J. and Bruce L. Stern (1977), "An analysis of information content in television advertising," Journal of Marketing, 41, 50-53.
Rivers, Douglas and Quang H. Vuong (1988), "Limited Information Estimators and Exogeneity Tests for Simultaneous Probit Models," Journal of Econometrics, 39, 347-366.
Rutz, Oliver and Randolph E. Bucklin (2010), "From Generic to Branded: A Model of Spillover in Paid Search Advertising," Journal of Marketing Research, forthcoming.
Smith, Richard J. and Richard W. Blundell (1986), "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, 54 (3), 679-685.
Stern, Bruce. L. and Alan J. Resnik, (1991), "Magazine Advertising: an analysis of its information content," Journal of Advertising Research, 21, 39-44.
Stern, Bruce L., Dean M. Krugman, and Alan Resnik (1981), "Magazine Advertising: An Analysis of Its Information Content," Journal of Advertising Research, 21 (2), 3944.
Stewart, David W. and David H. Furse (1986), "E¤ective TV Advertising: A Study of 1000 Commercials," Lexington, MA: Lexington Books.
Sun, Monic (2010), "Disclosing Multiple Product Attributes," forthcoming, Journal of Economics & Management Strategy.
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