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An Empirical Analysis of Influencer's Posting Strategies in Social Media

소셜미디어에서의 인플루언서 포스팅 컨텐츠 전략

  • 김수림 (한국과학기술원 경영대학) ;
  • 이희석 (한국과학기술원 경영대학) ;
  • 양희동 (이화여자대학교 경영대학)
  • Received : 2020.08.21
  • Accepted : 2020.10.20
  • Published : 2020.12.31

Abstract

This study investigates the posting strategies of influencers for sales: what kind of contents should the influencers provide and how? Influencers used to have seven days of advertising period before the event date (sales begins) and provide both (or either) commercial and (or) non-commercial contents. Some influencers have large number of followers, while others have very small followers. We empirically investigated whether the sequence of posting the commercial and non-commercial contents influence sales, and whether such effects are susceptible to the size of followers. Through the analysis of 1,153 events of 298 influencers on Instagram, we found that commercial contents are more important than non-commercial contents for both small and large influencers. In more detail, the quantity of commercial contents is very important for the large influencers, while the quality of commercial contents is important for small influencers.

본 연구는 인플루언서의 컨텐츠 포스팅 전략이 매출에 미치는 영향을 분석하였다. 특히, 소셜 미디어 플랫폼에서 인플루언서의 역할이 홍보에만 국한된 것이 아닌 판매자로서 확대됨에 따라 어떤 종류의 컨텐츠를 어떻게 인플루언서가 제공해야 하는 지에 대해 분석하였다. 인플루언서가 물건을 홍보 및 판매하여 소비자가 공동구매("공구")하게 되는데, 이 공구가 시작되기 전 제품에 대해 홍보할 수 있는 기간을 전략 기간이라고 명명하였다. 이 전략 기간 내에 인플루언서는 상업적인 컨텐츠와 비상업적인 컨텐츠를 업로드 할 수 있다. 따라서, 매출에 영향을 주는 컨텐츠의 종류는 무엇인지, 어떤 전략 기간에 업로드를 해야 효과적인 지를 분석할 필요가 있다. 이러한 효과들은 인플루언서의 팔로워 숫자에 따라 달라질 수 있음을 확인하였다. 또한, 본 연구는 계량적으로 상업적인 컨텐츠와 비상업적인 컨텐츠가 전략 기간과 인플루언서의 영향력에 따라 매출에 미치는 영향이 달라짐을 실증하였다. 결론적으로, 인플루언서의 역할이 판매자로 확대됨에 따라 상업적 컨텐츠가 비상업적 컨텐츠보다 매출에 유의한 영향을 주었음을 확인할 수 있었다. 특히, 팔로워 수가 많은 인플루언서는 상업적인 컨텐츠의 업로드 횟수가 중요하였으며, 팔로워 수가 적은 인플루언서에게는 상업적인 컨텐츠의 질이 중요하다는 것을 확인하였다.

Keywords

References

  1. 정남호, 엄태휘, 구철모 (2016). 인스타그램에서 사회적 관계형성을 위한 사진 공유에 영향을 미치는 요인에 관한 연구. 지식경영연구, 17(4), 129-145. https://doi.org/10.15813/kmr.2016.17.4.006
  2. 조은영, 박진원, 김희웅 (2015). 소셜미디어 마케팅 실패사례분석을 통한 소셜미디어 마케팅 전략 연구. 지식경영연구, 16(2), 91-111. https://doi.org/10.15813/kmr.2015.16.2.005
  3. 차윤정, 이지혜, 최지은, 김희웅 (2015). 소셜미디어 토픽모델링을 통한 스마트폰 마케팅 전략 수립 지원. 지식경영연구, 16(4), 69-87. https://doi.org/10.15813/kmr.2015.16.4.005
  4. Ahmad, I. (2018, February 16). The influencer marketing revolution. Social Media Today, https://www.socialmediatoday.com/news/the-influencer-marketing-revolution-infographic/517146/
  5. Boerman, S. C., Van Reijmersdal, E. A., & Neijens, P. C. (2015). How audience and disclosure characteristics influence memory of sponsorship disclosures. International Journal of Advertising, 34(4), 576-592. https://doi.org/10.1080/02650487.2015.1009347
  6. Brehm, J. W. (1989). Psychological reactance: Theory and applications. ACR North American Advances.
  7. Breves, P. L., Liebers, N., Abt, M., & Kunze, A. (2019). The perceived fit between Instagram influencers and the endorsed brand: How influencer-brand fit affects source credibility and persuasive effectiveness. Journal of Advertising Research, 59(4), 440-454. https://doi.org/10.2501/JAR-2019-030
  8. Britt, R. K., Hayes, J. L., Britt, B. C., & Park, H. (2020). Too big to sell? A computational analysis of network and content characteristics among mega and micro beauty and fashion social media influencers. Journal of Interactive Advertising, 20(2), 111-118. https://doi.org/10.1080/15252019.2020.1763873
  9. Campbell, C., & Farrell, J. R. (2020). More than meets the eye: The functional components underlying influencer marketing. Business Horizons.
  10. Campbell, M. C., Mohr, G. S., & Verlegh, P. W. (2013). Can disclosures lead consumers to resist covert persuasion? The important roles of disclosure timing and type of response. Journal of Consumer Psychology, 23(4), 483-495. https://doi.org/10.1016/j.jcps.2012.10.012
  11. Cho, S., Huh, J., & Faber, R. J. (2014). The influence of sender trust and advertiser trust on multistage effects of viral advertising. Journal of Advertising, 43(1), 100-114. https://doi.org/10.1080/00913367.2013.811707
  12. Coursaris, C. K., Van Osch, W., & Balogh, B. A. (2016). Do Facebook likes lead to shares or sales? Exploring the empirical links between social media content, brand equity, purchase intention, and engagement. In 2016 49th Hawaii International Conference on System Sciences(HICSS), IEEE, 3546-3555.
  13. De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798-828. https://doi.org/10.1080/02650487.2017.1348035
  14. Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities' Instagram profiles in influencing the purchase decisions of young female users. Computers in Human Behavior, 68, 1-7. https://doi.org/10.1016/j.chb.2016.11.009
  15. Evans, N. J., Phua, J., Lim, J., & Jun, H. (2017). Disclosing Instagram influencer advertising: The effects of disclosure language on advertising recognition, attitudes, and behavioral intent. Journal of Interactive Advertising, 17(2), 138-149. https://doi.org/10.1080/15252019.2017.1366885
  16. Farrar, D. E., & Glauber, R. R. (1967). Multicollinearity in regression analysis: The problem revisited. The Review of Economic and Statistics, 49(1), 92-107. https://doi.org/10.2307/1937887
  17. Hoffman, D. L., & Fodor, M. (2010). Can you measure the ROI of your social media marketing? MIT Sloan Management Review, 52(1), 41-49.
  18. Hwang, Y., & Jeong, S. H. (2016). This is a sponsored blog post, but all opinions are my own: The effects of sponsorship disclosure on responses to sponsored blog posts. Computers in Human Behavior, 62, 528-535. https://doi.org/10.1016/j.chb.2016.04.026
  19. Jin, S. A. A., & Phua, J. (2014). Following celebrities' tweets about brands: The impact of twitter-based electronic word-of-mouth on consumers' source credibility perception, buying intention, and social identification with celebrities. Journal of Advertising, 43(2), 181-195. https://doi.org/10.1080/00913367.2013.827606
  20. John, L. K., Emrich, O., Gupta, S., & Norton, M. I. (2017). Does liking lead to loving? The impact of joining a brand's social network on marketing outcomes. Journal of Marketing Research, 54(1), 144-155. https://doi.org/10.1509/jmr.14.0237
  21. Karp, K. (2016, May 10). New research: The value of influencer on Twitter. Twitter, https://blog.twitter.com/2016/new-research-the-value-of-influencers-on-twitter.
  22. Kay, S., Mulcahy, R., & Parkinson, J. (2020). When less is more: The impact of macro and micro social media influencers' disclosure. Journal of Marketing Management, 36(3-4), 248-278. https://doi.org/10.1080/0267257X.2020.1718740
  23. Kim, D. Y., & Kim, H. Y. (2020). Influencer advertising on social media: The multiple inference model on influencer-product congruence and sponsorship disclosure. Journal of Business Research. doi:10.1016/j.jbusres.2020.02.020
  24. Lee, D., Hosanagar, K., & Nair, H. S. (2018). Advertising content and consumer engagement on social media: Evidence from Facebook. Management Science, 64(11), 5105-5131. https://doi.org/10.1287/mnsc.2017.2902
  25. Lee, S., & Kim, E. (2020). Influencer marketing on Instagram: How sponsorship disclosure, influencer credibility, and brand credibility impact the effectiveness of Instagram promotional post. Journal of Global Fashion Marketing, 11(3), 232-249. https://doi.org/10.1080/20932685.2020.1752766
  26. Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of Interactive Advertising, 19(1), 58-73. https://doi.org/10.1080/15252019.2018.1533501
  27. Mochon, D., Johnson, K., Schwartz, J., & Ariely, D. (2017). What are likes worth? A Facebook page field experiment. Journal of Marketing Research, 54(2), 306-317. https://doi.org/10.1509/jmr.15.0409
  28. Naylor, R. W., Lamberton, C. P., & West, P. M. (2012). Beyond the like button: The impact of mere virtual presence on brand evaluations and purchase intentions in social media settings. Journal of Marketing, 76(6), 105-120. https://doi.org/10.1509/jm.11.0105
  29. Oh, C., Roumani, Y., Nwankpa, J. K., & Hu, H. F. (2017). Beyond likes and tweets: Consumer engagement behavior and movie box office in social media. Information & Management, 54(1), 25-37. https://doi.org/10.1016/j.im.2016.03.004
  30. Reich, S. M., Subrahmanyam, K., & Espinoza, G. (2012). Friending, IMing, and hanging out face-to-face: Overlap in adolescents' online and offline social networks. Developmental Psychology, 48(2), 356-368. https://doi.org/10.1037/a0026980
  31. Seo, Y., Kim, J., Choi, Y. K., & Li, X. (2019). In "likes" we trust: Likes, disclosures and firm-serving motives on social media. European Journal of Marketing, 53(10), 2173-2192. https://doi.org/10.1108/EJM-11-2017-0883
  32. Sokolova, K., & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of Retailing and Consumer Services, Elsevier, 53. doi:10.1016/j.jretconser.2019.01.011
  33. Sun, H., Fan, M., & Tan, Y. (2020). An empirical analysis of seller advertising strategies in an online marketplace. Information Systems Research, 31(1), 37-56. https://doi.org/10.1287/isre.2019.0874
  34. Van Reijmersdal, E. A., Fransen, M. L., Van Noort, G., Opree, S. J., Vandeberg, L., Reusch, S., ... & Boerman, S. C. (2016). Effects of disclosing sponsored content in blogs: How the use of resistance strategies mediates effects on persuasion. American Behavioral Scientist, 60(12), 1458-1474. https://doi.org/10.1177/0002764216660141
  35. Williams, P., Fitzsimons, G. J., & Block, L. G. (2004). When consumers do not recognize "benign" intention questions as persuasion attempts. Journal of Consumer Research, 31(3), 540-550. https://doi.org/10.1086/425088
  36. Wojdynski, B. W., & Evans, N. J. (2016). Going native: Effects of disclosure position and language on the recognition and evaluation of online native advertising. Journal of Advertising, 45(2), 157-168. https://doi.org/10.1080/00913367.2015.1115380