Empirical Study on Factors Influencing the Value of Mobile Advertising: From the Perspective of Information Value

정보 가치 관점에서 바라본 모바일 광고 가치의 설명 요인에 관한 실증적 연구

  • Park, Chul-Woo (Coll. of Business Administration, Seoul National University) ;
  • Ahn, Joong-Ho (Coll. of Business Administration, Seoul National University) ;
  • Jahng, Jung-Joo (Coll. of Business Administration, Seoul National University) ;
  • Kim, Eun-Jin (Coll. of Business Administration, Seoul National University)
  • 박철우 (서울대학교 정보통신경영연구센터) ;
  • 안중호 (서울대학교 경영대학 경영학과) ;
  • 장정주 (서울대학교 경영대학 경영학과) ;
  • 김은진 (서울대학교 경영대학 경영학과)
  • Published : 2006.08.30

Abstract

The introduction of the Digital Economy has formed a new market producing and trading information. Depending on the current contexts, each user evaluates identical information differently. It is difficult, even though important, to create and deliver the information customized to individual users by using some factors as time, location, and their personal characteristics. Information value, therefore, could be influenced by the capability of information systems to delivery useful information based on individual contexts to the right user immediately at the right time. From this point of view, we argue mobile systems which are able to be aware of individual contexts and deliver contextual information in real time can improve information value easily than other systems can. This research presents the results of an empirical test about antecedents to mobile advertising value. Though context relevance doesn't influence directly mobile advertising value, it plays an important role enhancing information usefulness which has great influence on mobile advertising value. Moreover, to supply information connected with users' context overcomes the effect of irritation. Lastly, entertainment can improve mobile advertising value as satisfying user's hedonic desire beyond the information source supporting decision making.

디지털 경제가 도래하면서 정보를 생성 거래하는 새로운 시장이 형성되고 많은 기업들은 고객에게 차별화된 정보를 제공하는 정보 비즈니스를 수행하고 있다. 정보 사용자는 자신이 직면한 정황과 일치하는 정보를 유용하게 인식하지만, 정황은 개인의 역할, 시간, 장소 등에 따라 끊임없이 변하기 때문에 이러한 동적 정보를 생성하고 실시간으로 전달한다는 것은 매우 어려운 일이다. 본 연구는 모바일 시스템이 동적 정황을 인지하여 사용자 요구와 일치하는 정황 정보를 실시간으로 생성 및 전달함으로써 정보 가치의 제고에 기여할 수 있을 것이라 판단하고, 정보 비즈니스 중 그 중요성이 점차 부각되고 있는 모바일 광고를 대상으로 실증 분석을 실시하였다. 분석 결과를 통해 정황 관련성이 모바일 정보 가치에 직접적인 영향을 미치지는 않지만 정보 가치를 결정하는 주요 변수인 정보 유용성을 높여줌으로써 사용자의 지각된 모바일 정보 가치를 향상시키는 결정적 역할을 담당한다는 것을 확인할 수 있었다. 또한, 정황 관련성은 부정적 자극의 영향을 극복할 수 있는 기회를 제공하고 있다. 마지막으로 의사 결정을 지원할 수 있는 정보의 제공뿐만 아니라 사용자의 오락적 욕구를 충족시킴으로써 모바일 광고 가치를 향상시킬 수 있다.

Keywords

References

  1. Aaker, D. A. and D. Norris, 'Characteristics of TV Commercials Perceived as Informative', Journal of Advertising Research, Vol.22, No.2, 1982, pp. 61-70
  2. Aaker, D. A. and D. E. Bruzzone, 'Cause of Irritation in Advertising', Journal of Marketing, Vol.49, No.2, 1985, pp. 47-57 https://doi.org/10.2307/1251564
  3. Aaker, D. A. and D. M. Stayman, 'Measuring Audience Perceptions of Commercials and Relating Them to Ad Impact', Journal of Advertising Research, Vol.30, No.4, 1990, pp. 7-17
  4. Aaker, D. A., R. Batra, and J. G. Myers, Advertising Management (4th ed.), Prentice-Hall, NJ, 1992
  5. Anderson, T. D., 'Situation Relevance: Exploring Individual Relevance Assessments in Context', Information Research, Vol.6, No.2, 2001, http://lnformationR.net/ir/6-2/paper97.html, visited November 1, 2005
  6. Aufreiter, N., P. Ouillet, and M. Scott, 'Marketing Rules', Harvard Business Review, Vol.79, No. 2, 2001, pp. 30-31
  7. Bagozzi, R. P. and Y. Yi, 'On the Evaluation of Structural Equation Models', Journal of the Academy of Marketing Science, Vol.16, No.1, 1988, pp. 74-94 https://doi.org/10.1007/BF02723327
  8. Barclay, D., C. Higgins, and R. Thompson, 'The Partial Least Squares (PLS) Approach to Causal Modeling, Personal Computer Adoption and Use as an Illustration', Technology Studies, Vol.2, No.2, 1995, pp. 285-309
  9. Brackett, L. K. and B. N. C. Carr, Jr., 'Cyberspace Advertising vs, Other Media: Consumer vs. Mature Student Attitudes', Journal of Advertising Research, Vol.41, No.5, 2001, pp. 23-32
  10. Chae, M., J. Kim, H. Kim, and H. Ryu, 'Information Quality for Mobile Internet Services: A Theoretical Model with Empirical Validation', Electronic Market, Vol.12, No.1, 2002, pp. 38-46 https://doi.org/10.1080/101967802753433254
  11. Chen, Q. and W. D. Wells, 'Attitude toward the Site', Journal of Advertising Research, Vol. 39, No.5, 1999, pp. 27-37
  12. Chen, Q., S. J. Clifford, and W. D. Wells, 'Attitude toward the Site II: New Information', Journal of Advertising Research, Vol.42, No.2, 2002, pp. 33-45
  13. Cho, N. and H. Joun, 'Information Quality on Consumer Perception: Analysis of Web-based Travel Information', International Journal of Digital Management, Vol.3, 2003
  14. Clarke III, I., 'Emerging Value Propositions for M-Commerce', Journal of Business Strategies, Vol.18, No.2, 2001, pp. 133-148
  15. Coutaz, J., J. L. Crowley, S. Dobson, and D. Garlan, 'Context Is Key', Communications of the ACM, Vol.48, No.3, 2005, pp. 49-53
  16. Davis, F. D., R. P. Bagozzi, and P. R. Warshaw, 'Extrinsic and Intrinsic Motivation to Use Computers in the Workplace', Journal of Applied Social Psychology, Vol.22, No.14, 1992, pp. 1111-1132 https://doi.org/10.1111/j.1559-1816.1992.tb00945.x
  17. Deci, E. L., Intrinsic Motivation, Plenum Press, NY, 1975
  18. Deci, E. L. and R. M. Ryan, 'The Support of Autonomy and the Control of Behavior', Journal of Personality and Social Psychology, Vol.53, No.6, 1987, pp. 1024-1037 https://doi.org/10.1037/0022-3514.53.6.1024
  19. Delone, W. H. and E. R. McLean, 'Information Systems Success: The Quest for the Dependent Variable', Information Systems Research, Vol. 3, No.1, 1992, pp. 60-95 https://doi.org/10.1287/isre.3.1.60
  20. Devaraj, S., M. Fan, and R. Kohli, 'Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics', Information Systems Research, Vol.13, No.3, 2002, pp. 316-333 https://doi.org/10.1287/isre.13.3.316.77
  21. Dey, A. K., 'Understanding and Using Context', Personal and Ubiquitous Computing, Vol.5, No.1, 2001, pp. 4-7 https://doi.org/10.1007/s007790170019
  22. Ducoffe, R. H., 'How Consumers Assess the Value of Advertising', Journal of Current Issues and Research in Advertising, Vol.17, No.1, 1995, pp. 1-18
  23. Ducoffe, R. H., 'Advertising Value and Advertising on the Web', Journal of Advertising Research, Vol. 36, No.5, 1996, pp. 21-35
  24. Eighmey, J., 'Profiling User Responses to Commercial Web Sites', Journal of Advertising Research, Vol.37, No.3, 1997, pp. 59-66
  25. Evans, P. B. and T. S. Wurster, 'Strategy and the New Economics of Information', Harvard Business Review, Vol.75, No.5, 1997, pp. 71-82
  26. Figge, S., 'Situation-dependent Services: A Challenge for Mobile Network Operator', Journal of Business Research, Vol.57, No.12, 2004, pp. 1416-1422 https://doi.org/10.1016/S0148-2963(02)00431-9
  27. Forrester Research (2002, 1, 25), 'Plan, Don't Spam, Forrester Warns Europe's SMS Marketers', http://forrester.com/ER/Press/Release/0,1769,680,00.html, visited November 1, 2005
  28. Greenberg, S., 'Context as a Dynamic Construct', Human Computer Interaction, Vol.16, No.2-4, 2001, pp. 257-268 https://doi.org/10.1207/S15327051HCI16234_09
  29. Hair, J. F., R. E. Anderson, R. L. Tatham, and W. C. Black, Multivariate Data Analysis (5th ed), Upper Saddle River, Prentice-Hall, NJ, 1998
  30. Heijden, H., 'User Acceptance of Hedonic Information Systems', MIS Quarterly, Vol.28, No. 4, 2004, pp. 695-704 https://doi.org/10.2307/25148660
  31. Heinonen, K., 'Reconceptualizing Customer Perceived Value: The Value of Time and Place', Managing Service Quality, Vol.14, No.2/3, 2004, pp. 205-215 https://doi.org/10.1108/09604520410528626
  32. Herzberg, F., B. Mausner, and B. B. Snyderman, The Motivation to Work, Wiley, NY, 1959
  33. Herzberg, F., 'One More Time: How Do You Motivate Employees', Harvard Business Review, Vol.81, No.1, 2003, pp. 87-96, Originally published in the HBR in 1968
  34. Houston, F. S. and J. B. Gassenheimer, 'Marketing and Exchange', Journal of Marketing, Vol.51, No.4, 1987, pp. 3-18 https://doi.org/10.2307/1251244
  35. Huang, K., Y. W. Lee, and R. Y. Wang, Quality Information and Knowledge, Prentice Hall, NJ, 1999
  36. Igbaria, M., S. Parasuraman, and J. J. Baroudi, 'A Motivational Model of Microcomputer Usage', Journal of Management Information Systems, Vol.13, No.1, 1996, pp. 127-143 https://doi.org/10.1080/07421222.1996.11518115
  37. Ives, B., M. H. Olson, and J. J. Baroudi, 'The Measurement of User Information Satisfaction', Communications of ACM, Vol.26, No. 10, 1983, pp. 785-793 https://doi.org/10.1145/358413.358430
  38. Kalakota, R. and M. Robinsin, M-Business: The Race to Mobility, McGraw-Hill, NY, 2001
  39. Karman, P. K., A. M. Chang, and A. B. Whinston, 'Wireless Commerce: Marketing Issues and Possibilities', Proceedings of the 34th Hawaii International Conference System Science, IEEE Computer Society Press, Los Alamitos, 2001
  40. Kavassalis, P., N. Spyropoulou, D. Drossos, E. Mitrokostas, G. Gika, and A. Hatzistamatiou, 'Mobile Permission Marketing: Framing the Market Inquiry', International Journal of Electronic Commerce, Vol. 8, No.1, 2003, pp. 55-79
  41. Kenny, D. and J. F. Marshall, 'Contextual Marketing: The Real Business in the Internet', Harvard Business Review, Vol.78, No.6, 2000, pp. 119-125
  42. Korkea-aho, M., 'Context-aware Application Survey', 2000, http://user.tkk.fi/~mkorkeaa/doc/context-aware.html, visited August 8, 2005
  43. Larcker, D. F. and V. P. Lessing, 'Perceived Usefulness of Information: A Psychometric Examination', Decision Science, Vol.11, No.1, 1980, pp. 121-134 https://doi.org/10.1111/j.1540-5915.1980.tb01130.x
  44. Leung, L. and R. Wei, 'More than Just Talk on the Move: Uses and Gratifications of the Cellular Phone', Journalism and Mass Communication Quarterly, Vol.77, No.2, 2000, pp. 308-320 https://doi.org/10.1177/107769900007700206
  45. Luo, X. and M. Seyedian, 'Contextual Marketing and Customer-orientation Strategy for e-Commerce: An Empirical Analysis', International Journal of Electronic Commerce, Vol.8, No.2, 2003, pp. 95-118
  46. Malone, T. W., 'Toward a Theory of Intrinsically Motivating Instruction', Cognitive Sciences, Vol,4, 1981, pp. 333-369
  47. Moldovan, S. E., 'Copy Factors Related to Persuasion Scores', Journal of Advertising Research, Vol.24, No.6, 1984-85, pp. 16-22
  48. Moon, J. W. and Y. G. Kim, 'Extending the TAM for a World-Wide-Web Context', Information and Management, Vol.38, 2001, pp. 217-230 https://doi.org/10.1016/S0378-7206(00)00061-6
  49. Mort, G. S. and J. Drennan, 'Mobile Digital Technology: Emerging Issues for Marketing', Journal of Database Marketing, Vol.10, No. 1, 2002, pp. 9-23 https://doi.org/10.1057/palgrave.jdm.3240090
  50. Newell, F. and K. N. Lemon, Wireless Rules: New Marketing Strategies for Customer Relationship Management Anytime, Anywhere, McGrawHill, NY, 2001
  51. Okazaki, S., 'How Do Japanese Consumers Perceived Wireless Ads? A Multivariate Analysis', International Journal of Advertising, Vol.23, No.4, 2004, pp. 429-454 https://doi.org/10.1080/02650487.2004.11072894
  52. Pascotto, R., M. H. Willianms, and H. Muyal, Providing Innovation Services to Youngsters Using Context-aware Mobile Devices. In B. Stanford-Smith and E. Chiozza (Eds.), E-Work and E-Commerce, IOS Press, Amsterdam, 2001
  53. Pura, M., 'Linking Perceived Value and Loyalty in Location-based Mobile Service', Managing Service Quality, Vol.15, No.6, 2005, pp. 509-538 https://doi.org/10.1108/09604520510634005
  54. Puto, C. P. and W. D. Wells, 'Informational and Transformational Advertising: The Differential Effects of Time', Advances in Consumer Research, Vol.11, No.1, 1984, pp. 638-643
  55. Reyck, B. and Z. Degraeve, 'Broadcast Scheduling for Mobile Advertising', Operational Research, Vol.51, No.4, 2003, pp. 506-517
  56. Rogers, E. M., Diffusion of Innovations (5th ed.), The Free Press, NY, 2003
  57. Rust, R. and K. Lemon, 'E-service and the Customer', International Journal of Electronic Commerce, Vol.5, No.3, 1999, pp. 85-101
  58. Schilit, B., N. Adams, and R. Want, 'Context-aware Computing Applications', Proceedings of IEEE Workshop on Mobile Computing Systems and Applications, IEEE Computer Society, CA, 1994
  59. Shimp, T. A., 'Attitude toward the Ads as a Mediator of Consumer Brand Choice', Journal of Advertising, Vol.10, No.2, 1981, pp. 9-15 https://doi.org/10.1080/00913367.1981.10672756
  60. Stafford, T. F. and M. L. Gillensen, 'Mobile Commerce: What It Is and What It Could Be', Communications of the ACM, Vol.46, No.12, 2003, pp. 14-20 https://doi.org/10.1145/953460.953474
  61. Tang, R. and P. Solomon, 'Toward an Understanding of the Dynamics of Relevance Judgment: An Analysis of One Person's Search Behavior', Information Processing and Management, Vol.34, No.2/3, 1998, pp. 237-256 https://doi.org/10.1016/S0306-4573(97)00081-2
  62. Tarasewich, P. and M. Warkentin, 'Issues in Wireless E-Commerce', ACM SIGecom Exchange, Vol.1, No.1, 2000, pp. 19-23
  63. Tarasewich, P. and M. Warkentin, 'Information Everywhere', Information Systems Management, Vol.19, No.1, 2002, pp. 8-13 https://doi.org/10.1201/1078/43199.19.1.20020101/31471.2
  64. Tsang, M. M., S. C. Ho, and T. P. Liang, 'Consumer Attitudes toward Mobile Advertising: An Empirical Study', International Journal of Electronic Commerce, Vol.8, No.3, 2004, pp. 65-78
  65. Venkatesh, V., 'Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation', MIS Quarterly, Vol.23, No.2, 1999, pp. 239-260 https://doi.org/10.2307/249753
  66. Webster, J. and J. J. Martocchio, 'Microcomputer Playfulness: Development of a Measure with Workplace Implications', MIS Quarterly, Vol. 16, No.2, 1992, pp. 201-226 https://doi.org/10.2307/249576
  67. Zimmer, T., 'Toward a Better Understanding of Context Attributes', 2nd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2004 Workshops), IEEE Computer Society, FL, 2004