Mobile Advertising: An Empirical Study of Advertising Response and Search Behavior

Although businesses are increasing their mobile advertising budgets, its strategic value and effectiveness have not been investigated in depth. Using data from an automobile advertisement campaign, we focus on investigating the efficacy of mobile advertising in terms of consumers’ response to sign up for a car test drive in relation to their search behavior. We propose and estimate an empirical model of advertising response and search behaviors based on a panel-level random-effects specification of simultaneous binary logit and Poisson count models. We find that users’ reactions to the advertiser’s target response are related to a) the depth and breadth of information search, b) contents viewed in each session, c) the number of return session visits and session durations. The sensitivities of advertising response to the numbers of informative and persuasive ad views, the numbers of images and characters viewed are higher during the campaign’s focal event of a car show.

[1]  Daniel A. Ackerberg Empirically Distinguishing Informative and Prestige Effects of Advertising , 2001 .

[2]  Chris Janiszewski,et al.  The Influence of Display Characteristics on Visual Exploratory Search Behavior , 1998 .

[3]  Sidney J. Levy,et al.  The dark side of the gift , 1993 .

[4]  Donna L. Hoffman,et al.  Measuring the Customer Experience in Online Environments: A Structural Modeling Approach , 2000 .

[5]  Catarina Sismeiro,et al.  A Model of Web Site Browsing Behavior Estimated on Clickstream Data , 2003 .

[6]  Hye Sun Lee,et al.  Analysis of the Actual Response Rates in Mobile Advertising , 2006, 2006 Innovations in Information Technology.

[7]  A. Cameron,et al.  Microeconometrics: Methods and Applications , 2005 .

[8]  Wendy W. Moe,et al.  The Influence of Goal‐Directed and Experiential Activities on Online Flow Experiences , 2003 .

[9]  B. Kahn,et al.  How Tolerable is Delay? Consumers’ Evaluations of Internet Web Sites after Waiting , 1998 .

[10]  Gerald L. Lohse,et al.  Cognitive Lock-In and the Power Law of Practice , 2003 .

[11]  Ricardo Baeza-Yates,et al.  A Study of Mobile Search Queries in Japan , 2007 .

[12]  Upkar Varshney,et al.  On the usability of mobile commerce , 2005, Int. J. Mob. Commun..

[13]  Kannan Srinivasan,et al.  Modeling Online Browsing and Path Analysis Using Clickstream Data , 2004 .

[14]  Erik Brynjolfsson,et al.  Frictionless Commerce? A Comparison of Internet and Conventional Retailers , 2000 .

[15]  R. Meyer A Descriptive Model of Consumer Information Search Behavior , 1982 .

[16]  Bruce L. Stern,et al.  An Analysis of Information Content in Television Advertising , 1977 .

[17]  Peter S. Fader,et al.  On the Depth and Dynamics of Online Search Behavior , 2004, Manag. Sci..

[18]  Nina Mažar Interactive Decision Aids , 2003 .

[19]  C. McDaniel,et al.  A profile of browsers in regional shopping malls , 1987 .

[20]  R. Peterson,et al.  Consumer information search behavior and the internet , 2003 .

[21]  A. Roy,et al.  Correlates of mall visit frequency , 1994 .

[22]  Florian Zettelmeyer,et al.  How the Internet Lowers Prices: Evidence from Matched Survey and Automobile Transaction Data , 2006 .

[23]  B. Ratchford,et al.  Consumer information search revisited: Theory and empirical analysis , 1997 .

[24]  Wendy W. Moe,et al.  Capturing evolving visit behavior in clickstream data , 2004 .

[25]  Shuang Xu,et al.  Usability for Mobile Commerce Across Multiple Form Factors , 2002, J. Electron. Commer. Res..

[26]  Per E. Pedersen,et al.  Adoption of Mobile Internet Services: An Exploratory Study of Mobile Commerce Early Adopters , 2005, J. Organ. Comput. Electron. Commer..

[27]  J. Bakos Reducing buyer search costs: implications for electronic marketplaces , 1997 .

[28]  Lih-Bin Oh,et al.  Effects of Multimedia on Mobile Consumer Behavior: An Empirical Study of Location-Aware Advertising , 2003, ICIS.

[29]  Pradeep K. Chintagunta,et al.  The Effect of Banner Advertising on Internet Purchasing , 2006 .

[30]  Girish N. Punj The formulation, empirical specification and testing of a model of consumer information search behavior for new automobiles , 1983 .

[31]  Patrick Barwise,et al.  Permission-based mobile advertising , 2002 .

[32]  Eric J. Johnson,et al.  When Web Pages Influence Choice: Effects of Visual Primes on Experts and Novices , 2002 .

[33]  Valerie J. Trifts,et al.  Consumer Decision Making in Online Shopping Environments: The Effects of Interactive Decision Aids , 2000 .

[34]  Huberman,et al.  Strong regularities in world wide web surfing , 1998, Science.

[35]  R. Bucklin,et al.  Modeling Purchase Behavior at an E-Commerce Web Site: A Task-Completion Approach , 2004 .

[36]  Pravin K. Trivedi,et al.  Regression Analysis of Count Data: Preface , 1998 .