Understanding Online Intrusive Advertising: A Perspective of Attentional Inertia and Cognitive Engagement

注意慣性與認知投入之網路侵擾式廣告研究

10.3966/207321472017120904004

黃旭立(Shiu-Li Huang)；陳弘偉(Hung-Wei Chen)

Online Intrusive Advertising ； Cognitive Engagement ； Attentional Inertia ； Ad Intrusiveness ； Ad Irritation ； 網路侵擾式廣告 ； 認知投入 ； 注意慣性 ； 廣告侵擾性 ； 廣告煩躁性

商略學報

9卷4期（2017 / 12 / 01）

297 - 320

英文

Intrusive advertising has been proposed as one solution to the problem of banner blindness. However, when viewers perceive intrusiveness, they feel irritated and tend to avoid the ads. How to improve ad effectiveness while reducing ad intrusiveness is an important issue. Using attentional inertia theory as a basis, this study investigates the effects of browsing path phases, episode relatedness, and information type on a viewer's cognitive engagement with website content. This study also examines the relationship between cognitive engagement and ad intrusiveness. As a website viewer generates attentional inertia and becomes highly engaged with the content of a webpage, cognitive processing is intensified and an ad is perceived high intrusiveness. A laboratory experiment is conducted to examine the proposed research model. We find that when the viewer is highly engaged in the content, the interruption of the viewer's browsing task increases the viewer's perception of the intrusiveness of the ad. The research findings can help advertisers and ad service providers deliver effective intrusive ads while minimizing the level of ad intrusiveness.

侵擾式廣告可吸引網路使用者的注意力，但是當使用者感受到侵擾則會覺得煩躁並迴避廣告。因此，如何提升廣告的效果並降低廣告侵擾性是一項重要的議題。本篇研究基於注意慣性理論，探討影響注意慣性的因素以及這些因素對使用者網站內容的認知投入和廣告侵擾性的影響。我們認為當使用者對網站內容產生注意慣性則會高度投入網站內容，使得廣告侵擾性增加。我們以實驗室實驗法驗證研究模型並發現文字內容較圖像內容、前後連貫的內容較前後不連貫的內容更易產生認知投入，進而讓使用者感知較高的廣告侵擾性。本研究的發現可幫助廣告主與廣告服務供應商更有效地投遞網路廣告。

1. DMA. (2017).Retrieved from http://www.dma.org.tw/trend
2. IAB.(2017).Retrieved from https://www.iab.com/insights/digital-trends-2016/
3. Aaker, D. A.,Bruzzone, D. E.(1985).Causes of Irritation in Advertising.Journal of Marketing,49(2),47-57.
4. Adomavicius, G.,Tuzhilin, A.(2005).Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions.IEEE Transactions on Knowledge and Data Engineering,17(6),734-749.
5. Anderson, D. R.,Choi, H. P.,Lorch, E. P.(1987).Attentional inertia reduces distractibility during young children's TV viewing.Child Development,58(3),798-506.
6. Appleton, J. J.,Christenson, S. L.,Furlong, M. J.(2008).Student Engagement with School: Critical Conceptual and Methodological Issues of the Construct.Psychology in the Schools,45(5),369-386.
7. Bagozzi, R. P.,Yi, Y.(1988).On the Evaluation of Structural Equation Models.Journal of the Academy of Marketing Science,16(1),74-94.
8. Becker, J.-M.,Klein, K.,Wetzels, M.(2012).Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models.Long Range Planning,45(5-6),359.
9. Benway, J. P.(1998).Banner Blindness: The Irony of Attention Grabbing on the World Wide Web.Proceedings of the Human Factors and Ergonomics Society 42nd Annual Meeting,Chicago, Illinois, USA:
10. Bobadilla, J.,Ortega, F.,Hernando, A.,Gutiérrez, A.(2013).Recommender Systems Survey.Knowledge-Based Systems,46(1),109-132.
11. Boksem, M. A.,Meijman, T. F.,Lorist, M. M.(2005).Effects of mental fatigue on attention: An ERP study.Cognitive Brain Research,25(1),107-116.
12. Burns, J. J.,Anderson, D. R.(1993).Attentional inertia and recognition memory in adult television viewing.Communication Research,20(6),777-799.
13. Chan, J. C. F.,Jiang, Z.,Tan, B. C. Y.(2010).Understanding Online Interruption-Based Advertising: Impacts of Exposure Timing, Advertising Intent, and Brand Image.IEEE Transactions on Engineering Management,57(3),365-379.
14. Chatterjee, P.(2008).Are Unclicked Ads Wasted? Enduring Effects Of Banner And Pop-Up Ad Exposures On Brand Memory And Attitudes.Journal of Electronic Commerce Research,9(1),51-61.
15. Cho, C.-H.(2003).Factors influencing clicking of banner ads on the WWW.CyberPsychology and Behavior,6(2),201-215.
16. Choi, H. P.,Anderson, D. R.(1991).A temporal analysis of free toy play and distractibility in young children.Journal of Experimental Child Psychology,52(1),41-69.
17. Csikszentmihalyi, M.(1990).Flow: The Psychology of Optimal Experience.New York:Harper and Row.
18. Davenport, T. H.,Beck, J. C.(2001).The Attention Economy: Understanding the New Currency of Business.MA, U.S.:Harvard Business Review Press.
19. Dickey, M. D.(2005).Engaging by design: How engagement strategies in popular computer and video games can inform instructional design.Educational Technology, Research and Development,53(2),67-83.
20. Edwards, S. M.,Li, H.,Lee, J.-H.(2002).Forced exposure and psychological reactance: Antecedents and consequences of the perceived intrusiveness of pop-up ads.Journal of Advertising,31(3),83-95.
21. Fogg, B. J.(2003).Persuasive Technology: Using Computers to Change What We Think and Do.San Francisco, CA:Morgan Kaufmann.
22. Fornell, C.,Larcker, D. F.(1981).Evaluating structural equation models with unobservable variables and measurement error.Journal of Marketing Research,18(1),39-50.
23. Gefen, D.,Rigdon, E. E.,Straub, D.(2011).An Update and Extension to SEM Guidelines for Administrative and Social Science Research.MIS Quarterly,35(2),iii-xiv.
24. Goodrich, K.,Schiller, S. Z.,Galletta, D.(2015).Consumer Reactions to Intrusiveness Of Online-Video Advertisements.Journal of Advertising Research,55(1),37-50.
25. Ha, L.(1996).Observations: advertising clutter in consumer magazines: dimensions and effects.Journal of Advertising Research,36(4),76-84.
26. Hawkins, R. P.,Pingree, S.,Hitchon, J. B.,Gilligan, E.,Kahlor, L.,Gorham, B. W.,Kolbeins, G. H.(2002).What holds attention to television? Strategic inertia of looks at content boundaries.Communication Research,29(1),3-30.
27. Hawkins, R. P.,Tapper, J.,Bruce, L.,Pingree, S.(1995).Strategic and nonstrategic explanations for attentional inertia.Communication Research,22(2),188-206.
28. Hervet, G.,Guérard, K.,Tremblay, S.,Chtourou, M. S.(2011).Is banner blindness genuine? Eye tracking internet text advertising.Applied cognitive psychology,25(5),708-716.
29. Ho, V. T.,Wong, S.-S.,Lee, C. H.(2011).A Tale of Passion: Linking Job Passion and Cognitive Engagement to Employee Work Performance.Journal of Management Studies,48(1),26-47.
30. Hsieh, Y.-C.,Chen, K.-H.(2011).How different information types affect viewer's attention on internet advertising.Computers in Human Behavior,27(2),935-945.
31. Hsieh, Y.-C.,Chen, K.-H.,Ma, M.-Y.(2012).Retain viewer's attention on banner ad by manipulating information type of the content.Computers in Human Behavior,28(5),1692-1699.
32. Huang, S.-L.(2011).Designing Utility-based Recommender Systems for E-commerce: Evaluation of Preference Elicitation Methods.Electronic Commerce Research and Applications,10(4),398-407.
33. Jarvis, C. B.,MacKenzie, S. B.,Podsakoff, P. M.(2003).A critical review of construct indicators and measurement model misspecification in marketing and consumer research.Journal of Consumer Research,30(2),199-218.
34. Jones, S. H.,Johnson, M. L.,Campbell, B. D.(2015).Hot factors for a cold topic: Examining the role of task-value, attention allocation, and engagement on conceptual change.Contemporary Educational Psychology,42(1),62-70.
35. Jordan, P. W.(1998).Human factors for pleasure in product use.Applied Ergonomics,29(1),25-33.
36. Kahn, W. A.(1990).Psychological Conditions of Personal Engagement and Disengagement at Work.Academy of Management Journal,33(3),692-724.
37. Kankanhalli, M. S.,Wang, J.,Jain, R.(2006).Experiential sampling on multiple data streams.IEEE Transactions on Multimedia,8(5),947-955.
38. Kent, R. J.,Allen, C. T.(1994).Competitive interference effects in consumer memory for advertising: The role of brand familiarity.Journal of Marketing,58(3),97-105.
39. Leong, E. K. F.,Huang, X.,Stanners, P.-J.(1998).Comparing the effectiveness of the web site with traditional media.Journal of Advertising Research,38(5),44-51.
40. Li, H.,Bukovac, J. L.(1999).Cognitive Impact of Banner Ad Characteristics: An Experimental Study.Journalism and Mass Communication Quarterly,76(2),341-353.
41. Li, H.,Edwards, S. M.,Lee, J.-H.(2002).Measuring the intrusiveness of advertisements: scale development and validation.Journal of Advertising,31(2),37-47.
42. Lorch, E. P.,Eastham, D.,Milich, R.,Lemberger, C. C.,Sanchez, R. P.,Welsh, R.,van den Broek, P.(2004).Difficulties in Comprehending Causal Relations Among Children With ADHD: The Role of Cognitive Engagement.Journal of Abnormal Psychology,113(1),56-63.
43. Luria, A. R.(1966).Human Brain and Psychological Processes.NY., U.S.:Harper and Row..
44. Macdonald, E.,Sharp, B.(2003).Management perceptions of the importance of brand awareness as an indication of advertising effectiveness.Marketing Bulletin,14(2),1-11.
45. McCoy, S.,Everard, A.,Polak, P.,Galletta, D. F.(2008).An experimental study of antecedents and consequences of online ad intrusiveness.International Journal of Human-Computer Interaction,24(7),672-699.
46. Morimoto, M.,Chang, S.(2006).Consumers' attitudes toward unsolicited commercial e-mail and postal direct mail marketing methods: intrusiveness, perceived loss of control, and irritation.Journal of Interactive Advertising,7(1),1-11.
47. Navon, D.,Miller, J.(2002).Queuing or sharing? A critical evaluation of the single-bottleneck notion.Cognitive psychology,44(3),193-251.
48. Nunnally, J. C.,Bernstein, I. H.(1994).Psychometric Theory.NY., U.S.:McGraw-Hill.
49. Olney, T. J.,Holbrook, M. B.,Batra, R.(1991).Consumer responses to advertising: The effects of ad content, emotions, and attitude toward the ad on viewing time.Journal of Consumer Research,17(4),440-453.
50. Petter, S.,Straub, D.,Rai, A.(2007).Specifying Formative Constructs in Information Systems Research.MIS Quarterly,31(4),623-656.
51. Rice, M.(1997).What makes users revisit a website.Marketing News,31(6),12-13.
52. Ritter, E. A.,Cho, C.-H.(2009).Effects of Ad Placement and Type on Consumer Responses to Podcast Ads.CyberPsychology and Behavior,12(5),533-537.
53. Rothbard, N. P.(2001).Enriching or depleting? The dynamics of engagement in work and family roles.Administrative Science Quarterly,46(4),655-684.
54. Seyedghorban, Z.,Tahernejad, H.,Matanda, M. J.(2016).Reinquiry into Advertising Avoidance on the Internet: A Conceptual Replication and Extension.Journal of Advertising,45(1),120-129.
55. Sipe, L. R.(1998).How picture books work: A semiotically framed theory of text-picture relations.Children's Literature in Education,29(2),97-108.
56. Sledgianowski, D.,Kulviwat, S.(2009).Using social network sites: The effects of playfulness, critical mass and trust in a hedonic context.Journal of Computer Information Systems,49(4),74-84.
57. van Doorn, J.,Hoekstra, J. C.(2013).Customization of online advertising: The role of intrusiveness.Marketing Letters,24(4),339-351.
58. Wang, J.-C.,Day, R.-F.(2007).The effects of attention inertia on advertisements on the WWW.Computers in Human Behavior,23(3),1390-1407.
59. Webster, J.,Ho, H.(1997).Audience Engagement in Multimedia Presentations.The DATA BASE for Advances in Information Systems,28(2),63-77.
60. Ying, L.,Korneliussen, T.,Grønhaug, K.(2009).The effect of ad value, ad placement and ad execution on the perceived intrusiveness of web advertisements.International Journal of Advertising,28(4),623-638.

1. 顧宜錚,黃庭涓,高義芳(2018)。似曾相識或視而不見？再探原生廣告之廣告效果。企業管理學報，117，77-102。