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Determinants of consumers’ attitudes towards digital advertising – A meta-analytic comparison across time and touchpoints

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  • Lütjens, Henk
  • Eisenbeiss, Maik
  • Fiedler, Maximilian
  • Bijmolt, Tammo

Abstract

By means of a meta-analysis, we synthesize the findings of over two decades of research from 88 empirical studies regarding four well established and theoretically rooted determinants on consumers’ attitude towards digital advertising: informativeness, entertainment, irritation, and credibility. Among other findings, we show that the effects of these determinants have changed over the past 20 years as the internet has developed. We also find that the effects differ depending on which type of online touchpoint was considered. In particular, we differentiate between the most prominent online touchpoints: email advertising, social media advertising, search engine advertising, web display banner advertising, electronic word-of-mouth communication, and corporate website advertising. Additionally, we extend the well-established determinants by more recent ones accounting for the ongoing digitalization and advances in online touchpoints (i.e. personalization, privacy concerns and interactivity). We also derive important managerial implications and several fundamental directions for future research.

Suggested Citation

  • Lütjens, Henk & Eisenbeiss, Maik & Fiedler, Maximilian & Bijmolt, Tammo, 2022. "Determinants of consumers’ attitudes towards digital advertising – A meta-analytic comparison across time and touchpoints," Journal of Business Research, Elsevier, vol. 153(C), pages 445-466.
  • Handle: RePEc:eee:jbrese:v:153:y:2022:i:c:p:445-466
    DOI: 10.1016/j.jbusres.2022.07.039
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    as
    1. Bleier, Alexander & Eisenbeiss, Maik, 2015. "The Importance of Trust for Personalized Online Advertising," Journal of Retailing, Elsevier, vol. 91(3), pages 390-409.
    2. François A. Carrillat & Renaud Legoux & Allègre L. Hadida, 2018. "Debates and assumptions about motion picture performance: a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 46(2), pages 273-299, March.
    3. Baxendale, Shane & Macdonald, Emma K. & Wilson, Hugh N., 2015. "The Impact of Different Touchpoints on Brand Consideration," Journal of Retailing, Elsevier, vol. 91(2), pages 235-253.
    4. Roger M. Harbord & Penny Whiting, 2009. "metandi: Meta-analysis of diagnostic accuracy using hierarchical logistic regression," Stata Journal, StataCorp LP, vol. 9(2), pages 211-229, June.
    5. Purnawirawan, Nathalia & Eisend, Martin & De Pelsmacker, Patrick & Dens, Nathalie, 2015. "A Meta-analytic Investigation of the Role of Valence in Online Reviews," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 17-27.
    6. Kannan, P.K. & Li, Hongshuang “Alice”, 2017. "Digital marketing: A framework, review and research agenda," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 22-45.
    7. Eighmey, John & McCord, Lola, 1998. "Adding Value in the Information Age: Uses and Gratifications of Sites on the World Wide Web," Journal of Business Research, Elsevier, vol. 41(3), pages 187-194, March.
    8. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    9. Allen S. Lee & Richard L. Baskerville, 2003. "Generalizing Generalizability in Information Systems Research," Information Systems Research, INFORMS, vol. 14(3), pages 221-243, September.
    10. Kim, Yeolib & Peterson, Robert A., 2017. "A Meta-analysis of Online Trust Relationships in E-commerce," Journal of Interactive Marketing, Elsevier, vol. 38(C), pages 44-54.
    11. Okazaki, Shintaro & Eisend, Martin & Plangger, Kirk & de Ruyter, Ko & Grewal, Dhruv, 2020. "Understanding the Strategic Consequences of Customer Privacy Concerns: A Meta-Analytic Review," Journal of Retailing, Elsevier, vol. 96(4), pages 458-473.
    12. Hazem Rasheed Gaber & Len Tiu Wright & Kaouther Kooli, 2019. "Consumer attitudes towards Instagram advertisements in Egypt: The role of the perceived advertising value and personalization," Cogent Business & Management, Taylor & Francis Journals, vol. 6(1), pages 1618431-161, January.
    13. Herhausen, Dennis & Kleinlercher, Kristina & Verhoef, Peter C. & Emrich, Oliver & Rudolph, Thomas, 2019. "Loyalty Formation for Different Customer Journey Segments," Journal of Retailing, Elsevier, vol. 95(3), pages 9-29.
    14. Viechtbauer, Wolfgang, 2010. "Conducting Meta-Analyses in R with the metafor Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i03).
    15. Taanika Arora & Arvind Kumar & Bhawna Agarwal, 2020. "Impact of social media advertising on millennials buying behaviour," International Journal of Intelligent Enterprise, Inderscience Enterprises Ltd, vol. 7(4), pages 481-500.
    16. Chen, Jie & Teng, Lefa & Yu, Ying & Yu, Xueer, 2016. "The effect of online information sources on purchase intentions between consumers with high and low susceptibility to informational influence," Journal of Business Research, Elsevier, vol. 69(2), pages 467-475.
    17. Thomas P. Novak & Donna L. Hoffman & Yiu-Fai Yung, 2000. "Measuring the Customer Experience in Online Environments: A Structural Modeling Approach," Marketing Science, INFORMS, vol. 19(1), pages 22-42, May.
    18. Paul, Justin & Criado, Alex Rialp, 2020. "The art of writing literature review: What do we know and what do we need to know?," International Business Review, Elsevier, vol. 29(4).
    19. Kelly D. Martin & Patrick E. Murphy, 2017. "The role of data privacy in marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 135-155, March.
    20. Chetna Kudeshia & Amresh Kumar, 2017. "Social eWOM: does it affect the brand attitude and purchase intention of brands?," Management Research Review, Emerald Group Publishing Limited, vol. 40(3), pages 310-330, March.
    21. Chetna Kudeshia & Amresh Kumar, 2017. "Social eWOM: does it affect the brand attitude and purchase intention of brands?," Management Research Review, Emerald Group Publishing Limited, vol. 40(3), pages 310-330, March.
    22. Eisend, Martin, 2014. "Shelf space elasticity: A meta-analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 168-181.
    23. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    24. Brown, Steven P & Stayman, Douglas M, 1992. "Antecedents and Consequences of Attitude toward the Ad: A Meta-analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 34-51, June.
    25. Wendy W. Moe & David A. Schweidel, 2014. "Digital and Internet Marketing," World Scientific Book Chapters, in: Russell S Winer & Scott A Neslin (ed.), THE HISTORY OF MARKETING SCIENCE, chapter 12, pages 319-340, World Scientific Publishing Co. Pte. Ltd..
    26. Zaremohzzabieh, Zeinab & Ahrari, Seyedali & Krauss, Steven Eric & Samah, Asnarulkhadi Abu & Meng, Lee Kwan & Ariffin, Zaifunizam, 2019. "Predicting social entrepreneurial intention: A meta-analytic path analysis based on the theory of planned behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 264-276.
    27. Zimand-Sheiner, Dorit & Ryan, Tanya & Kip, Sema Misci & Lahav, Tamar, 2020. "Native advertising credibility perceptions and ethical attitudes: An exploratory study among adolescents in the United States, Turkey and Israel," Journal of Business Research, Elsevier, vol. 116(C), pages 608-619.
    28. David A. Soberman, 2004. "Research Note: Additional Learning and Implications on the Role of Informative Advertising," Management Science, INFORMS, vol. 50(12), pages 1744-1750, December.
    29. Xavier Carbonell & Andrés Chamarro & Ursula Oberst & Beatriz Rodrigo & Mariona Prades, 2018. "Problematic Use of the Internet and Smartphones in University Students: 2006–2017," IJERPH, MDPI, vol. 15(3), pages 1-13, March.
    30. Sue Duval & Richard Tweedie, 2000. "Trim and Fill: A Simple Funnel-Plot–Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis," Biometrics, The International Biometric Society, vol. 56(2), pages 455-463, June.
    31. Hausman, Angela V. & Siekpe, Jeffrey Sam, 2009. "The effect of web interface features on consumer online purchase intentions," Journal of Business Research, Elsevier, vol. 62(1), pages 5-13, January.
    32. David S. Evans, 2009. "The Online Advertising Industry: Economics, Evolution, and Privacy," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 37-60, Summer.
    33. Navdeep S. Sahni & S. Christian Wheeler & Pradeep Chintagunta, 2018. "Personalization in Email Marketing: The Role of Noninformative Advertising Content," Marketing Science, INFORMS, vol. 37(2), pages 236-258, March.
    34. Robert W. Palmatier, 2016. "Improving publishing success at JAMS: contribution and positioning," Journal of the Academy of Marketing Science, Springer, vol. 44(6), pages 655-659, November.
    35. Wagner, Gerhard & Schramm-Klein, Hanna & Steinmann, Sascha, 2020. "Online retailing across e-channels and e-channel touchpoints: Empirical studies of consumer behavior in the multichannel e-commerce environment," Journal of Business Research, Elsevier, vol. 107(C), pages 256-270.
    36. Mosteller, Jill & Poddar, Amit, 2017. "To Share and Protect: Using Regulatory Focus Theory to Examine the Privacy Paradox of Consumers' Social Media Engagement and Online Privacy Protection Behaviors," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 27-38.
    37. Ho, Mia Hsiao-Wen & Chung, Henry F.L., 2020. "Customer engagement, customer equity and repurchase intention in mobile apps," Journal of Business Research, Elsevier, vol. 121(C), pages 13-21.
    38. Sarkar, Subhro & Chauhan, Sumedha & Khare, Arpita, 2020. "A meta-analysis of antecedents and consequences of trust in mobile commerce," International Journal of Information Management, Elsevier, vol. 50(C), pages 286-301.
    39. van Noort, Guda & Voorveld, Hilde A.M. & van Reijmersdal, Eva A., 2012. "Interactivity in Brand Web Sites: Cognitive, Affective, and Behavioral Responses Explained by Consumers' Online Flow Experience," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 223-234.
    40. Alexander Bleier & Maik Eisenbeiss, 2015. "Personalized Online Advertising Effectiveness: The Interplay of What, When, and Where," Marketing Science, INFORMS, vol. 34(5), pages 669-688, September.
    41. Wiese, Melanie & Martínez-Climent, Carla & Botella-Carrubi, Dolores, 2020. "A framework for Facebook advertising effectiveness: A behavioral perspective," Journal of Business Research, Elsevier, vol. 109(C), pages 76-87.
    42. Vilma Todri & Anindya Ghose & Param Vir Singh, 2020. "Trade-Offs in Online Advertising: Advertising Effectiveness and Annoyance Dynamics Across the Purchase Funnel," Information Systems Research, INFORMS, vol. 31(1), pages 102-125, March.
    43. Saura, José Ramón & Palacios-Marqués, Daniel & Iturricha-Fernández, Agustín, 2021. "Ethical design in social media: Assessing the main performance measurements of user online behavior modification," Journal of Business Research, Elsevier, vol. 129(C), pages 271-281.
    44. Peterson, Robert A, 2001. "On the Use of College Students in Social Science Research: Insights from a Second-Order Meta-analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(3), pages 450-461, December.
    45. Madeeha Irshad & Mohamad Shakil Ahmad, 2019. "Impact of Consumers’ Online Motivations on the Online Purchase Intentions: Mediating Role of Consumers’ Attitudes towards Social Media Marketing," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 11(3), pages 89-112, September.
    46. Maseeh, Haroon Iqbal & Jebarajakirthy, Charles & Pentecost, Robin & Ashaduzzaman, Md. & Arli, Denni & Weaven, Scott, 2021. "A meta-analytic review of mobile advertising research," Journal of Business Research, Elsevier, vol. 136(C), pages 33-51.
    47. Christina Kuehnl & Danijel Jozic & Christian Homburg, 2019. "Effective customer journey design: consumers’ conception, measurement, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 551-568, May.
    48. Ivan De Battista & Franco Curmi & Emanuel Said, 2021. "Influencing Factors Affecting Young People’s Attitude Towards Online Advertising: A Systematic Literature Review," International Review of Management and Marketing, Econjournals, vol. 11(3), pages 58-72.
    49. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.
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