The Research Journal of the Costume Culture (복식문화연구)

The Costume Culture Association (복식문화학회)
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Measuring 'Consumer Smartness' for the fashion consumption environment

  • Received : 2019.12.12
  • Accepted : 2020.01.20
  • Published : 2020.02.29
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Abstract

As consumers have transformed into the influential entities in the recent consumption environment, it needs a new concept to describe their characteristics. Drawn on the notion of smart consumer experience, this study views the multiple traits of new consumers as consumer smartness. Therefore, elaborating the concept of consumer smartness, this study aims to develop its measurement and validate it by examining the relationship with external variables. Two online surveys were conducted by a professional survey company that had nationwide consumer panels. A total of 531 adult consumers who had purchased fashion goods online completed a self-administered questionnaires. A series of exploratory and confirmative factor analysis generated 21 measuring items with six underlying constructs of consumer smartness such as innovativeness, opinion leadership, self-disclosure, marketing literacy, dissatisfaction, and technology sophistication. In order to validate the measurement, this study conducted a Pearson's correlation test and structural equation modeling analysis with consumer smartness and external constructs. The result shows that there was a significant positive relationship between consumer smartness and behavioral intentions online. In addition, consumer smartness influenced their shopping and sharing intention which supported the validity of new measurement of consumer smartness. This study provides a theoretical and empirical ground of understanding consumer smartness as new consumer characteristics in the changing environment of fashion retailing.

Keywords

References

  1. Agarwal, R., & Prasad, J. (1998). A conceptual and operational definition of personal innovativeness in the domain of information technology. Information Systems Research, 9(2), 204-224. doi:10.1287/isre.9.2.204
  2. Ahn, S., Ryou, E., & Jeon, S. (2019). The relationship of consumer smartness to demographic and behavioral characteristics. Proceedings of 2019 Annual conference of the International Textile and Apparel Association, 76(1). doi:10.31274/itaa.8433
  3. Barnes, S., & Pressey, A. (2012). In search of the "Meta-Maven": An examination of market maven behavior across real-life, web, and virtual world marketing channels. Psychology & Marketing, 29(3), 167-185. doi:10.1002/mar.20513
  4. Bartels, J., & Reinders, M. (2011). Consumer innovativeness and its correlates: A propositional inventory for future research. Journal of Business Research, 64(6) 601-609. doi:10.1016/j.jbusres.2010.05.002
  5. Blake, B., Neuendorf, K., & Valdiserri, C. (2003). Innovativeness and variety of Internet shopping. Internet Research, 13(3), 156-169. doi:10.1108/10662240310478187
  6. Cho, S., & Workman, J. (2011). Gender, fashion innovativeness and opinion leadership, and need for touch: Effects on multi-channel choice and touch/non-touch preference in clothing shopping. Journal of Fashion Marketing and Management, 15(3), 363-382. doi:10.1108/13612021111151941
  7. Cho, Y. (2015). The effect of self-disclosure on the intention to use of SNS in the digital convergence environment. Journal of Digital Convergence, 13(5), 139-150. doi:10.14400/JDC.2015.13.5.139
  8. Cision. (2018, July 3). Influencers vs. opinion leaders: Whom to trust? Retrieved August 30, 2019, from https://www.cision.com/us/2018/07/influencers-vs-opinion-leaders/
  9. Clark, R., Goldsmith, R., & Goldsmith, E. (2008). Market mavenism and consumer self-confidence. Journal of Consumer Behaviour, 7(3), 239-248. doi:10.1002/cb.248
  10. Deloitte. (2014). The growing power of consumers. The Deloitte Consumer Review, Retrieved July 2, 2019, from https://www2.deloitte.com/content/dam/Deloitte/uk/Documents/consumer-business/consumer-review-8-the-growing-power-of-consumers.pdf
  11. Eastman, J., Iyer, R., Liao-Troth, S., Williams, D., & Griffin, M. (2014). The role of involvement on Millennials' mobile technology behaviors: The moderating impact of status consumption, innovation, and opinion leadership. Journal of Marketing Theory and Practice, 22(4), 455-470. doi:10.2753/MTP1069-6679220407
  12. Ehrhardt, J. (2018, February 8). When to use a key opinion leader (KOL) vs. an influencer. InfluencerDB, Retrieved August 30, 2019 from https://blog.influencerdb.com/kol-vs-influencer/
  13. Eisenberg, I. (2011). Lead-user research for breakthrough innovation. Research-Technology Management, 54(1) 50-58. doi:10.1080/08956308.2011.11657673
  14. Feick, L., & Price, L. (1987). The market maven: A diffuser of marketplace information. Journal of Marketing, 51(1), 83-97. doi:10.1177/002224298705100107
  15. Flynn, L., Goldsmith, R., & Eastman, J. (1994). The King and Summers opinion leadership scale: Revision and refinement. Journal of Business Research, 31(1), 55-64. doi:10.1016/0148-2963(94)90046-9
  16. Flynn, L., Goldsmith, R., & Eastman, J. (1996). Opinion leaders and opinion seekers: Two new measurement scales. Journal of the Academy of Marketing Science, 24(2), 137-147. doi:10.1177/0092070396242004
  17. Forbes. (2015). The new world of 'the empowered consumer'. Retrieved July 10, 2019, from https://www.forbes.com/sites/stevenrosenbaum/2015/07/16/the-new-world-of-the-empowered-consumer/#6dc4f3194aab
  18. Forbes. (2018). Forget the Millennials, the connected consumer is who you should be chasing. Retrieved July 10, 2019, from https://www.forbes.com/sites/shamahyder/2018/01/18/forget-the-millennials-the-connected-consumer-is-who-you-should-be-chasing/#7ae2f2654172
  19. Forbes. (2019). 11 trends that will shape marketing in 2019. Retrieved July 1, 2019 from https://www.forbes.com/sites/forbesagencycouncil/2019/01/15/11-trends-that-will-shape-marketing-in-2019/#1d24980e36a6
  20. Forman, C., Ghose, A., & Wiesenfeld, B. (2008). Examining the relationship between reviews and sales: The role of reviewer identity disclosure in electronic markets. Information System Research, 19(3), 243-396. doi:10.1287/isre.1080.0193
  21. Franke, N., Hippel, E., & Schreier, M. (2006). Finding commercially attractive user innovations: A test of lead-user theory. The Journal of Product Innovation Management, 23(4), 301-315. doi:10.1111/j.1540-5885.2006.00203.x
  22. Fuller, J. (2010). Refining virtual co-creation from a consumer perspective. California Management Review, 52(2), 98-122. doi:10.1525/cmr.2010.52.2.98
  23. Garnier, M., & Macdonald, E. (2009). The savvy French consumer: a cross-cultural replication. Journal of Marketing Management, 25(9-10), 965-986. doi:10.1362/026725709X479327
  24. Geissler, G., & Edison, S. (2005). Market mavens' at titudes towards general technology: Implications for marketing communications. Journal of Marketing Communications, 11(2), 73-94. doi:10.1080/1352726042000286499
  25. Ghose, A., & Ipeirotis, P. (2011). Estimating the help fulness and economic impact of product reviews: Mining text and reviewer characteristics. IEEE Transactions on Knowledge and Data Engineering, 23(10), 1498-1512. doi:10.1109/TKDE.2010.188
  26. Gnambs, T., & Batinic, B. (2013). The roots of interpersonal influence: A mediated moderation model for knowledge and traits as predictors of opinion leadership. Applied Psychology: An International Review, 62(4), 597-618. Doi:10.1111/j.1464-0597.2012.00497.x
  27. Goldman Sachs. (2019). Millennials: Coming of age. Retrieved September 29, 2019, from https://www.goldmansachs.com/insights/archive/millennials/index.html
  28. Goldsmith, R., & Clark, R. (2008). An analysis of factors affecting fashion opinion leadership and fashion opinion seeking. Journal of Fashion Marketing and Management, 12(3), 308-322. doi:10.1108/13612020810889272
  29. Goldsmith, R., & Desborde, R. (1991). A validity study of a measure of opinion leadership. Journal of Business Research, 22(1), 11-19. doi: 10.1016/0148-2963(91)90010-U
  30. Goldsmith, R., & Hofacker, C. (1991). Measuring consumer innovativeness. Journal of the Academy of Marketing Science, 19(3), 209-221. doi:10.1007/BF02726497
  31. Goldsmith, R., Clark, R., & Goldsmith, E. (2008). Extending the psychological profile of market mavenism. Journal of Consumer Behaviour, 5(5), 411-419. doi:10.1002/cb.189
  32. Goldsmith, R., Flynn, L., & Goldsmith, E. (2003). Innovative consumers and market mavens. Journal of Marketing Theory and Practice, 11(4), 54-64. doi:10.1080/10696679.2003.11658508
  33. Grewal, R., Mehta, R., & Kardes, F. (2000). The role of the social-identity function of attitudes in consumer innovativeness and opinion leadership. Journal of Economic Psychology, 21(3), 233-252. doi:10.1016/S0167-4870(00)00003-9
  34. Hienerth, C., & Lettl, C. (2017). Understanding the nature and measurement of the lead user construct. Journal of Product Innovation Management, 34(1), 3-12. doi: 10.1111/jpim.12318
  35. Hirschman, E. (1980). Innovativeness, novelty seeking, and consumer creativity. Journal of Consumer Research, 7(3), 283-295. doi: 10.1086/208816
  36. Hoffman, D., Kopalle, P., & Novak, T. (2008). Identifying and using emergent consumers in developing radical innovations. ResearchGate, Retrieved February 1, 2019, from https://www.researchgate.net/publication/228810680_Identifying_and_using_emergent_consumers_in_developing_radical_innovations
  37. Hoffman, D., Kopalle, P., & Novak, T. (2010). The "right" consumers for better concepts: Identifying consumers high in emergent nature to develop new product concepts. Journal of Marketing Research, 47(5), 854-865. doi:10.1509/jmkr.47.5.854
  38. Huang, L. (2014). Trust in product review blogs: The influence of self-disclosure and popularity. Behaviour & Information Technology, 34(1), 33-44. doi:10.1080/0144929X.2014.978378
  39. Jin, B., & Noh, H. (2015). Self-disclosure tendency, Facebook activities, and relational usefulness: Sex differences in young adults. The Journal of the Korea Contents Association, 15(7), 449-459. doi:10.5392/JKCA.2015.15.07.449
  40. Joinson, A. (2001). Knowing me, knowing you: Reciprocal self-disclosure in internet-based surveys. Cyber Psychology & Behavior, 4(5), 587-591. doi: 10.1089/109493101753235179
  41. Joinson, A., & Paine, C. (2012). Self-disclosure, Privacy and the Internet. In A. Joinson, K. McKenna, T. Postmes, & U. Reips (Eds.), Oxford Handbook of internet psychology (pp. 235-250). Oxford: Oxford University Press. doi: 10.1093/oxfordhb/9780199561803.013.0016
  42. Kim, H., Ahn, S., & Forney, J. (2014). Shifting paradigms for fashion: From total to global to smart consumer experience. Fashion and Textiles, 1(15). doi: 10.1186/s40691-014-0015-4
  43. Kim, J., & Dindia, K. (2011). Online self-disclosure: A review of research. In K. Wright, & L. Webb (Eds.), Computer-meditated communication in personal relationships (pp. 156-180). New York: Peter Lang Publishing.
  44. King, C., & Summers, J. (1970). Overlap of opinion leadership across consumer product categories. Journal of Marketing Research, 7(1), 43-50. doi:10.1177/002224377000700104
  45. Korean Internet & Security Agency. (2019). 2018 Internet usage report. Retrieved August 1, 2019, from http://www.itfind.or.kr/publication/statistics/read.do?selectedId=02-008-190516-000001
  46. Lassar, W., Manolis, C., & Lassar, S. (2005). The relationship between consumer innovativeness, personal characteristics, and online banking adoption. International Journal of Bank Marketing, 23(2), 176-199. doi:10.1108/02652320510584403
  47. Lee, D., Im, S., & Taylor, C. (2008). Voluntary self-disclosure of information on the internet: A multimethod study of the motivations and consequences of disclosing information on blogs. Psychology & Marketing, 25(7), 692-710. doi:10.1002/mar.20232
  48. Luthje, C., & Herstatt, C. (2004). The lead user method: An outline of empirical findings and issues for future research. R&D Management, 34(5), 553-568. doi:10.1111/j.1467-9310.2004.00362.x
  49. Lyons, B., & Henderson, K. (2005). Opinion leadership in a computer-mediated environment. Journal of Consumer Behaviour, 4(5), 319-329. doi:10.1002/cb.22
  50. Macdonald, E., & Uncles, M. (2007). Consumer savvy: Conceptualisation and measurement. Journal of Marketing Management, 23(5-6), 497-517. doi:10.1362/026725707X212793
  51. Mallee Blue. (2018, December 21). How technology is empowering 21st century consumers. Mallee Blue Media, Retrieved September 15, 2019, from https://www.malleeblue.com/how-technology-is-empowering-21st-century-consumers/
  52. Mayer, D., & Harrison, N. (2019, August 13). As cus tomers begin to shop through voice assistants, wh at can brands do to stand out? Harvard Business Review, Retrieved August 15, 2019, from https://hbr.org/2019/08/as-customers-begin-to-shop-through-voice-assistants-what-can-brands-do-to-stand-out
  53. Nancarrow, C., Tinson, J., & Brace, I. (2011). Profiling key purchase influencers: Those perceived as consumer savvy. Journal of Consumer Behavior, 10(2), 102-110. doi:10.1002/cb.353
  54. Oberlo. (2019). 10 social media statistics you need to know in 2019. Retrieved September 1, 2019, from https://www.oberlo.com/blog/social-media-marketing-statistics
  55. Park, H., Burns, L., & Rabolt, N. (2007). Fashion innovativeness, materialism, and attitude toward purc hasing foreign fashion goods online across national borders: The moderating effect of internet innovativeness. Journal of Fashion Marketing and Management, 11(2), 201-214. doi: 10.1108/13612020710751383
  56. Park, N., Jin, B., & Jin, S. (2011). Effects of self-disclosure on relational intimacy in Facebook. Computers in Human Behavior, 27(5), 1974-1983. doi:10.1016/j.chb.2011.05.004
  57. RIS. (2018). Retail 2025 shopper study: The future of retail is already here. Retrieved July 1, 2019, from https://risnews.com/retail-2025-shopper-study-future-retail-already-here
  58. Roehrich, G. (2004). Consumer innovativeness concepts and measurement. Journal of Business Research, 57(6), 671-677. doi:10.1016/S0148-2963(02)00311-9
  59. Rogers, E. (1983). Diffusion of innovations. New York: Free Press.
  60. Rosenbaum, S. (2015, July 16). The new world of the 'empowered consumer.' Forbes, Retrieved August 15, 2019, from https://www.forbes.com/sites/stevenrosenbaum/2015/07/16/the-new-world-of-the-empowered-consumer/#59d00e5f4aab
  61. Rosenfeld, L. (1979). Self-disclosure avoidance: Why I am afraid to tell you who I am. Communication Monographs, 46(1), 63-74. doi: 10.1080/03637757909375991
  62. Ruvio, A., & Shoham, A. (2007). Innovativeness, exploratory behavior, market mavenship, and opinion leadership: An empirical examination in the Asian context. Psychology & Marketing, 24(8), 703-722. doi:10.1002/mar.20180
  63. Ryou, E., & Ahn, S. (2018). Identifying consumer smartness. Proceedings of 2018 Spring Conference of the Korean Society of Fashion Business, 92-95.
  64. Schreier, M., & Prugl, R. (2008). Extending lead-user theory: Antecedents and consequences of consumers' lead userness. The Journal of Product Inno vation Management, 25(4), 331-346. doi:10.1111/j.1540-5885.2008.00305.x
  65. Schuhmacher, M., & Kuester, S. (2012). Identification of lead user characteristics driving the quality of service innovation ideas. Creativity and Innovation Management, 21(4), 427-442. doi:10.1111/caim.12002
  66. Schwartz, E. (2019, June 12). New survey finds rising trend in voice shopping. Voicebot.ai, Retrieved October 1, 2019, from https://voicebot.ai/2019/06/12/new-survey-finds-rising-trend-in-voice-shopping/
  67. Shankar, V., Inman, J., Mantrala, M., Kelley, E., & Rizley, R. (2011). Innovations in shopper marketing: Current insights and future research issues. Journal of Retailing, 87S(1), S29-S42. doi:10.1016/j.jretai.2011.04.007
  68. Shih, D., Hsu, S., Yen, D., & Lin, C. (2012). Exploring the individual's behavior on self-disclosure online. International Journal of Human-Computer Interaction, 28(10), 627-645. doi:10.1080/10447318.2011.654198
  69. Shin, S., Van Der Heide, B., Beyea, D., Dai, Y., & Prchal, B. (2017). Investigating moderating roles of goals, reviewer similarity, and self-disclosure on the effect of argument quality of online consumer reviews on attitude formation. Computers in Human Behavior, 76(1), 218-226. doi:10.1016/j.chb.2017.07.024
  70. Shoham, A., & Ruvio, A. (2008). Opinion leaders and followers: A replication and extension. Psychology & Marketing, 25(3), 280-297. doi:10.1002/mar.20209
  71. Sicilia, M., Delgado-Ballester, E., & Palazon, M. (2016). The need to belong and self-disclosure in positive word-of mouth behaviours: The moderating effect of self-brand connection. Journal of Consumer Behaviour, 15(1), 60-71. doi:10.1002/cb.1533
  72. Song, S., Cho, E., & Kim, Y. (2017). Personality factors and flow affecting opinion leadership in social media. Personality and Individual Differences, 114, 16-23. doi:10.1016/j.paid.2017.03.058
  73. Statista. (2018). Share of internet users who have purchased selected products online in the past 12 months as of 2018. Retrieved January 10, 2020, from https://www.statista.com/statistics/276846/reach-of-top-online-retail-categories-worldwide/
  74. Statista. (2019). Most popular reasons for internet users worldwide to use social media as of 4th quarter 2018. Retrieved September 1, 2019, from https://www.statista.com/statistics/715449/social-media-usage-reasons-worldwide/
  75. Stokburger-Sauer, N., & Hoyer, W. (2009). Consumer advisors revisited: What drives those with market mavenism and opinion leadership tendencies and why? Journal of Consumer Behaviour, 8(2-3), 100-115. doi:10.1002/cb.276
  76. Urban, G., & Hippel, E. (1988). Lead user analyses for the development of new industrial products. Management Science, 34(5), 555-677. doi:10.1287/mnsc.34.5.569
  77. Von Hippel, E. (1986). New product ideas from 'Lead Users'. Research-Technology Management, 32(3), 24-27. doi:10.1080/08956308.1989.11670596
  78. Von Hippel, E. (2005). Democratizing innovation. Cambridge: The MIT Press.
  79. Walsh, G., Gwinner, K., & Swanson, S. (2004). What makes mavens tick? Exploring the motives of market mavens' initiation of information diffusion. Journal of Consumer Marketing, 21(2), 109-122. doi:10.1108/07363760410525678
  80. Weimann, G., Tustin, D., Vuuren, D., & Joubert, J. (2007). Looking for opinion leaders: traditional vs. modern measures in traditional societies. International Journal of Public Opinion Research, 19(2), 173-190. doi:10.1093/ijpor/edm005
  81. Wiedmann, K., Walsh, G., & Mitchell, V. (2001). The mannmaven: An agent for diffusing market information. Journal of Marketing Communications, 7(4), 195-212. doi:10.1080/13527260127413
  82. Yu, S., Suh, M., & Kim, S. (2005). A study of factors influencing on consumer-to-consumer communication on online shopping environment. Journal of Marketing Management Research, 10(2), 49-74.

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