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구성 요소들로 본 빅데이터 비즈니스 모델의 특성: 한미 화장품 빅데이터 비즈니스 사례 비교 분석

The Distinctiveness of Big Data Business Model in Its Components: A Comparative Analysis of Korea-US Cosmetic Big Data Business Cases

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주제분류과학기술학

초록

빅데이터는 기업 경영을 변화시키고 있을 뿐 아니라 새로운 형태의 비즈니스를 만들어내고 있다. 이러한 신사업들은 가치를 창출하고 이익을 실현하는 방법에서 기존 사업들과는 다른 특성을 보인다. 본 연구에서는 국내와 해외 화장품 빅데이터 관련 대표 사례를 분석하여 기존 이론에서 거론된빅데이터 비즈니스 모델의 구성 요소들을 검증하고 도출하였다. 그 결과 이들 기업들은 가치 창출을위한 데이터 창출 및 활용, 플랫폼의 용도, 고객 경험의 특성 등이 기존 기업들과 차이를 보이고 있다. 특히 가치 창출에서 데이터의 역할이 절대적인 비중을 차지한다. 그리고 국내 기업에 비해 이익실현 방식에서 데이터 활용도가 높은 해외 기업은 더욱 다양한 종류의 빅데이터를 통한 보다 구체적인 맞춤화된 고객 경험에 더 초점을 두고 있다.

Abstract

Big data revolution has changed the management of business as well as the model ofbusiness. The new business model driven by big data characterizes the differences in its value creationand profit realization, compared to traditional business models. This study analyzes Koreaand US cosmetic big data business case to extract the components of big data business modelwhich are discussed in previous literature. As a result, these cases validate the three key constructsof big data business model; data, platform, customer experience. Especially, data plays asignificant role in value creation as well as profit realization. Interestingly enough, US case whichhas a clear profit realization method directly related to big data analysis delivers a moe concretepersonalized customer experience to users.

참고문헌 (49)

  1. 권기동, "빅데이터 플랫폼 구축을 활용한 운전습관 및 운전행태 분석", 정보기술아키텍처 연구, 12(4), pp.515~523 (2015), 한국엔터프라이즈아키텍처학회
  2. 박성민, "기업의신경쟁력, 빅데이터 큐레이션", 삼성경제연구소 CEO Information, (891) (2013)
  3. 최병삼, "플랫폼, 경영을 바꾸다" (2014), 삼성경제연구소
  4. 함유근, "질병 예방을 위한 빅데이터활용 전략", 의료정보학회 (2012)
  5. 함유근, "비즈니스 모델 구성 요소로 본 국내 IT 기업의 특징과 과제: 국내 및 해외 IT 기업 사례 간의 비교 분석 연구", 정보기술아키텍처 연구, 9(1), pp.91~106 (2012), 한국엔터프라이즈아키텍처학회[DOI]
  6. 함유근, "빅데이터, 경영을 바꾸다", 삼성경제연구소, ~ (2012)
  7. Amit, R., "Creating Value Through Business Model Innovation", MIT Sloan Management Review, 53(3), pp.40~49 (2012)
  8. ATKearney, "Big Data and the Creative Destruction of Today's Business Models", ~ (2013)
  9. Barton D., "Making Advanced Analytics Work for You", Harvard Business Review, pp.79~83 (2012)
  10. Baxter, P., "Qualitative case study methodology: Study design and implementation for novice researchers", The Qualitative Report, 13(4), pp.544~559 (2008)
  11. Benbasat, I., "The case research strategy in studies of information systems", MIS Quarterly, pp.369~386 (1987)
  12. Bharadwaj, A., "Digital business strategy : toward a next generation of insights", MIS Quarterly, 37(2), pp.471~482 (2013)
  13. Brynjolfsson, E., "Competing in the Age of Omnichannel Retailing", MIT Sloan Management Review, 54(4), pp.23~29 (2013)
  14. Cappelli, P., "The Future of the U.S. Business Model and the Rise of Competitors", Academy of Management Perspectives, 23(2), pp.5~10 (2009)
  15. Casadesus-Masanell, R., "From Strategy to Business Models and onto Tactics", Long Range Planning, 43(2-3), pp.195~215 (2010)
  16. Cennamo, C., "How to avoid platform traps", MIT Sloan Management Review, 57(1), pp.12~15 (2015)
  17. Darke, P., "Successfully completing case study research:combining rigour, relevance and pragmatism", Information Systems Journal, 8(4), pp.273~289 (1998)
  18. DeLone, W. H., "The DeLone and McLean Model of Information Systems Success : A 10-year Update", Journal of Management Information Systems, 19(4), pp.9~30 (2003)
  19. Dietl, H., "Value Creation Architectures and Competitive Advantage : Lessons from the European Automobile Industry", California Management Review, 51(3), pp.24~48 (2009)
  20. Eisenhardt, K. M., "Better stories and better constructs: The case for rigor and comparative logic", Academy of Management Review, 16(3), pp.620~627 (1991)
  21. Forbes, "Big Data: The Only Business Model That Tech Has Left", ~ (2012)
  22. Gartner, "‘Big Data’ Challenge Involves More Than Just Managing Volumes of Data", ~ (2011)
  23. Gawer, A., "How companies become platform leaders", MIT Sloan Management Review, 49(2), pp.28~35 (2008)
  24. Gibbert, M., "Research notes and commentaries what passes as a rigorous case study", Strategic Management Journal, 29(13), pp.1465~1474 (2008)
  25. Harris, H., "Analyzing the Analyzers: An Introspective Survey of Data Scientists and Their Work" (2013), O'Reilly
  26. IBM, "Performance and Capacity Implications for Big Data", ~ (2014)
  27. Johnson, M., "Reinventing Your Business Model", Harvard Business Review, 56(12), pp.50~59 (2008)
  28. Lindgardt, Z., "Business Model Innovation: When the Game Gets Tough, Change the Game", Boston Consulting Group, ~ (2009)
  29. Lu, J., "How Do Technology Readiness, Platform Functionality and Trust Influence C2C User Satisfaction?", Journal of Electronic Commerce Research, 13(1), pp.50~69 (2012)
  30. MacCormack, I., "Spurring Innovation Through Competitions", MIT Sloan Management Review, 55(1), pp.25~32 (2013)
  31. Magretta, J., "Why Business Models Matter", Harvard Business Review, 50(5), pp.3~8 (2002)
  32. McAfee, A., "Big Data:The Management Revolution", Harvard Business Review, pp.61~68 (2012)
  33. Meyer, C., "Understanding customer experience", Harvard Business Review, 85(2), pp.116~ (2007)
  34. Miller, R. J., "Big data curation", Proceedings of the 20th International Conference on Management of Data, pp.4~4 (2014), Computer Society of India
  35. Novak, T. P., "Measuring the customer experience in online environments: A structural modeling approach", Marketing Science, 19(1), pp.22~42 (2000)
  36. Osterwalder, A., "The Business Model Ontology - A Proposition in a Design Science Approach", pp.2004
  37. Palmer, A., "Customer experience management:A critical review of an emerging idea", The Journal of Services Marketing, 24(3), pp.196~208 (2010)
  38. Rose, S., "Online customer experience in e-retailing: An empirical model of antecedents and outcomes", Journal of Retailing, 88(2), pp.308~322 (2012)
  39. Rose, S., "Online customer experience: A review of the business-toconsumer online purchase context", International Journal of Management Reviews, 13(1), pp.24~39 (2011)
  40. Suarez, F. F., "Dethroning an established platform", MIT Sloan Management Review, 53(4), pp.35~41 (2012)
  41. Thaler, R., "Smart Information, Smart Machine", Harvard Business Review, pp.45~54 (2013)
  42. Teece, J., "Business Models, Business Strategy and Innovation", Long Range Planning, 43(2-3), pp.172~194 (2010)
  43. Van Echtelt, F. E., "Managing Supplier Involvement in New Product Development: A Multiple-Case Study", Journal of Product Innovation Management, 25(2), pp.180~201 (2008)
  44. Wang, R., "Principal analyst and CEO at Constellation Research, “What a Big-Data Business Model Looks Like”", ~ (2012)
  45. Weill, P., "The Business Model: The Investors Prefer", MIT Sloan Management Review, 52(4), pp.17~19 (2011)
  46. Weill, P., "Optimizing Your Digital Business Model", MIT Sloan Management Review, 54(3), pp.71~78 (2013)
  47. Yin, R. K., "Case study research: Design and methods" (2013), Sage publications
  48. Zott, C., "The Business Model: Recent Developments and Future Research", Journal of Management, 37(4), pp.1019~1042 (2011)

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