Digital advertising around paid spaces, E-advertising industry's revenue engine: A review and research agenda

Abstract We develop and describe a framework for research in a particular segment of digital advertising. Internet Advertising Paid Slots and Spaces (IAPS) is a neologism and work almost like a stock exchange for buying and selling advertising in various formats on designated spaces around web and make a significant contribution to Internet advertising revenues. These paid spaces were found to encompass diverse areas of Internet advertising that include search engine marketing, social media advertising and display advertising. Given the complexity of the modern digital advertising eco system, this literature review seeks to provide clarity, up-to-date knowledge and ongoing insights into Internet advertising channels, for managers making investment decisions in this context.

[1]  Hemant K. Bhargava,et al.  Implementing Sponsored Search in Web Search Engines: Computational Evaluation of Alternative Mechanisms , 2007, INFORMS J. Comput..

[2]  Kang Li,et al.  The impacts of banner format and animation speed on banner effectiveness: Evidence from eye movements , 2016, Comput. Hum. Behav..

[3]  Johannes Knoll Advertising in social media: a review of empirical evidence , 2016 .

[4]  D. Hoffman,et al.  Can You Measure the ROI of Your Social Media Marketing , 2010 .

[5]  Bernd Skiera,et al.  An Analysis of the Profitability of Fee-Based Compensation Plans for Search Engine Marketing , 2011 .

[6]  Chengjie Sun,et al.  Predicting ad click-through rates via feature-based fully coupled interaction tensor factorization , 2016, Electron. Commer. Res. Appl..

[7]  Eric Shih,et al.  How banner ads can be effective , 2013 .

[8]  George R. Milne,et al.  Gender Differences in Privacy-Related Measures for Young Adult Facebook Users , 2010 .

[9]  Jun Wang,et al.  Real-time bidding for online advertising: measurement and analysis , 2013, ADKDD '13.

[10]  A. Soares,et al.  Advertising in online social networks: the role of perceived enjoyment and social influence , 2014 .

[11]  P. K. Kannan,et al.  Attribution Strategies and Return on Keyword Investment in Paid Search Advertising , 2015, Mark. Sci..

[12]  Wenhong Luo,et al.  Search advertising placement strategy: Exploring the efficacy of the conventional wisdom , 2011, Inf. Manag..

[13]  Mark R. Brown The Use of Banner Advertisements with Pull-Down Menus , 2002 .

[14]  Ginger Rosenkrans,et al.  The Creativeness and Effectiveness of Online Interactive Rich Media Advertising , 2009 .

[15]  Shuai Yang,et al.  Brand engagement on social media: will firms’ social media efforts influence search engine advertising effectiveness? , 2016 .

[16]  David Meerman Scott The New Rules of Marketing and PR: How to Use Social Media, Blogs, News Releases, Online Video, and Viral Marketing to Reach Buyers Directly, 2nd Edition , 2010 .

[17]  Christian Maurer,et al.  Effectiveness of Advertising on Social Network Sites: A Case Study on Facebook , 2011, ENTER.

[18]  Nadia Abou Nabout A novel approach for bidding on keywords in newly set-up search advertising campaigns , 2015 .

[19]  Michael H. Deis,et al.  Using Social Media to Increase Advertising and Improve Marketing , 2010 .

[20]  Adrian Palmer,et al.  An experiential, social network‐based approach to direct marketing , 2009 .

[21]  Dae-hee Kim,et al.  Analyzing media types and content orientations in Facebook for global brands , 2015 .

[22]  Jae-Hyeon Ahn,et al.  The effect of repetition in Internet banner ads and the moderating role of animation , 2015, Comput. Hum. Behav..

[23]  J. Ken Corley,et al.  Internet marketing: a content analysis of the research , 2013, Electronic Markets.

[24]  Jengchung V. Chen,et al.  The effect of variations in banner ad, type of product, website context, and language of advertising on Internet users' attitudes , 2014, Comput. Hum. Behav..

[25]  Tao Qin,et al.  Advertiser-centric approach to understand user click behavior in sponsored search , 2011, CIKM '11.

[26]  Gayle Kerr,et al.  Avoidance of advertising on social networking sites : the teenage perspective , 2010 .

[27]  Tat Y. Chan,et al.  Consumer Search Activities and the Value of Ad Positions in Sponsored Search Advertising , 2015, Mark. Sci..

[28]  Junseok Hwang,et al.  Efficiency comparison of digital content providers with different pricing strategies , 2017, Telematics Informatics.

[29]  Bernd Skiera,et al.  Return on Quality Improvements in Search Engine Marketing , 2012 .

[30]  H. Boateng,et al.  Consumers’ attitude towards social media advertising and their behavioural response: The moderating role of corporate reputation , 2015 .

[31]  Rodney Graeme Duffett,et al.  Facebook advertising's influence on intention-to-purchase and purchase amongst Millennials , 2015, Internet Res..

[32]  Anant Saxena,et al.  Advertising on Social Network Sites: A Structural Equation Modelling Approach , 2013 .

[33]  Alexander Bleier,et al.  Personalized Online Advertising Effectiveness: The Interplay of What, When, and Where , 2015, Mark. Sci..

[34]  M. Tiago,et al.  Digital marketing and social media: Why bother? , 2014 .

[35]  Foster J. Provost,et al.  Machine learning for targeted display advertising: transfer learning in action , 2013, Machine Learning.

[36]  Sridhar Narayanan,et al.  Position Effects in Search Advertising and their Moderators: A Regression Discontinuity Approach , 2015, Mark. Sci..

[37]  Pan Rui,et al.  Selection of Best Keywords , 2010 .

[38]  Klaus Solberg Søilen,et al.  Optimal ways for companies to use Facebook as a marketing channel , 2013, J. Inf. Commun. Ethics Soc..

[39]  Kinshuk Jerath,et al.  Keyword Management Costs and "Broad Match" in Sponsored Search Advertising , 2016, Mark. Sci..

[40]  Donna L. Hoffman,et al.  The Revolution Will Not Be Televised: Introduction to the Special Issue on Marketing Science and the Internet , 2000 .

[41]  Sebastian Klapdor,et al.  Finding the Right Words: The Influence of Keyword Characteristics on Performance of Paid Search Campaigns , 2014 .

[42]  Eric W.T. Ngai,et al.  Internet marketing research (1987‐2000): a literature review and classification , 2003 .

[43]  Xiaoying Li,et al.  The effect of web advertising visual design on online purchase intention: An examination across gender , 2016, Comput. Hum. Behav..

[44]  Woochoel Shin,et al.  Keyword Search Advertising and Limited Budgets , 2015, Mark. Sci..

[45]  Ana Margarida Barreto Do users look at banner ads on Facebook , 2013 .

[46]  Jihoon Kim,et al.  Gratifications of using Facebook, Twitter, Instagram, or Snapchat to follow brands: The moderating effect of social comparison, trust, tie strength, and network homophily on brand identification, brand engagement, brand commitment, and membership intention , 2017, Telematics Informatics.

[47]  David S. Evans The Online Advertising Industry: Economics, Evolution, and Privacy , 2009 .

[48]  John A. Schibrowsky,et al.  A review of internet marketing research over the past 20 years and future research direction , 2013 .

[49]  Soojung Kim,et al.  Do you want me to watch this ad on social media?: The effects of norms on online video ad watching , 2017 .

[50]  E. Mao,et al.  From Online Motivations to Ad Clicks and to Behavioral Intentions: An Empirical Study of Consumer Response to Social Media Advertising , 2016 .

[51]  Michael Trusov,et al.  Modeling Indirect Effects of Paid Search Advertising: Which Keywords Lead to More Future Visits? , 2011, Mark. Sci..

[52]  Yongjun Sung,et al.  Are you on Timeline or News Feed? The roles of Facebook pages and construal level in increasing ad effectiveness , 2016, Comput. Hum. Behav..

[53]  Gayle Kerr,et al.  Avoidance of Advertising in Social Networking Sites , 2010 .

[54]  Michael D. Smith,et al.  Location, Location, Location: An Analysis of Profitability of Position in Online Advertising Markets , 2008 .

[55]  Hsu-Hsien Chi Interactive Digital Advertising vs. Virtual Brand Community , 2011 .

[56]  Kaushik Dutta,et al.  Real Time Bidding in Online Digital Advertisement , 2015, DESRIST.

[57]  Jiyoung Cha,et al.  Predictors of television and online video platform use: A coexistence model of old and new video platforms , 2013, Telematics Informatics.

[58]  Xia Zhao,et al.  Differential Effects of Keyword Selection in Search Engine Advertising on Direct and Indirect Sales , 2014, J. Manag. Inf. Syst..

[59]  Andrea M. Matwyshyn Commentary - Discussion of "Online Display Advertising: Targeting and Obtrusiveness" by Avi Goldfarb and Catherine Tucker , 2011, Mark. Sci..

[60]  Weinan Zhang,et al.  Optimal real-time bidding for display advertising , 2014, KDD.

[61]  Anindya Ghose,et al.  Analyzing the Relationship Between Organic and Sponsored Search Advertising: Positive, Negative, or Zero Interdependence? , 2010, Mark. Sci..

[62]  A. Nill,et al.  The state of internet marketing research , 2007 .

[63]  N. Michaelidou,et al.  Usage, barriers and measurement of social media marketing: An exploratory investigation of small and medium B2B brands , 2011 .

[64]  Per Ola Kristensson,et al.  Differentiation of online text-based advertising and the effect on users' click behavior , 2015, Comput. Hum. Behav..

[65]  Shijie Lu,et al.  Modeling Competition and Its Impact on Paid-Search Advertising , 2014, Mark. Sci..

[66]  Young-Hoon Park,et al.  Consumer Click Behavior at a Search Engine: The Role of Keyword Popularity , 2014 .

[67]  Janice Penni,et al.  The future of online social networks (OSN): A measurement analysis using social media tools and application , 2017, Telematics Informatics.

[68]  Florian Nottorf,et al.  A cross-industry analysis of the spillover effect in paid search advertising , 2013, Electron. Mark..

[69]  Oliver J. Rutz,et al.  From Generic to Branded: A Model of Spillover in Paid Search Advertising , 2011 .

[70]  Xiaoli Z. Fern,et al.  The impact of visual appearance on user response in online display advertising , 2012, WWW.

[71]  David Meerman Scott,et al.  The New Rules of Marketing & PR: How to Use Social Media, Online Video, Mobile Applications, Blogs, News Releases, and Viral Marketing to Reach Buyers Directly , 2011 .

[72]  Ainin Sulaiman,et al.  Social media usage and organizational performance: Reflections of Malaysian social media managers , 2015, Telematics Informatics.

[73]  Anssi Öörni,et al.  The Effects of Animation and Format on the Perception and Memory of Online Advertising , 2010 .