DOI QR코드

DOI QR Code

A Study on the Change of Knowledge Structure through Keyword Network Analysis : Focus on Business Model Research

키워드 네트워크 분석을 통한 지식구조 변화 연구 : 비즈니스 모델 연구를 중심으로

  • 류재홍 (세종대학교 일반대학원 경영정보 전공) ;
  • 최진호 (세종대학교 경영학과)
  • Received : 2018.03.30
  • Accepted : 2018.04.18
  • Published : 2018.06.30

Abstract

The business models has a great impact on the successful management of enterprises. Business environment has been shifting from industrial economy to knowledge-based economy. Enterprises go through numerous trials for successful management in the changing environment. Along with trial tests, research areas have been growing simultaneously. Although many researches have been conducted with regard to business models, it is very insufficient to systematically analyze the knowledge flow of research. Accordingly, successive researchers who want to study the business model may find it difficult to establish the orientation of future application research based on understanding the process of changing the knowledge structure that have accumulated so far. This study is intended to determine the current state of the business model research and to understand the process of knowledge structure changes in keywords that appear in 2,667 business model articles in the SCOPUS database. Identifying the knowledge structure has been completed through social network analysis, a methodology based on the 'relationship', and the changes in the knowledge structure were identified by classifying them into four different periods. The analysis showed that, first, the number of business model co-author increases over time with the need for academic diversity. Second, the 'innovation' keyword has the biggest center in the network, and over time, the lower-rank keyword which was in the former period has emerged as the top-rank keyword. Third, the cohesiveness group decreased from 12 before 2000 to 5 in 2015 and also the modularity decreased as well. Finally, examining characteristics of study area through a cognitive map showed that the relationships between domains increased gradually over time. The study has provided a systematic basis for understanding the current state of the business model research and the process of changing knowledge structure. In addition, considering that no research has ever systematically analyzed the knowledge structure accumulated by individual researches, it is considered as a significant study.

Keywords

References

  1. Baibak, D.C., C.R. Williams, and K.R. Morrison, "Using arena to teach management concepts by creating business models", Computers & Industrial Engineering, Vol.31, No.1-2, 1996, 339-342. https://doi.org/10.1016/0360-8352(96)00145-3
  2. Choi, J., S. Yi, and K.C. Lee, "Analysis of keyword networks in MIS research and implications for predicting knowledge evolution," Information & Management, Vol. 48, No.9, 2011, 371-381. https://doi.org/10.1016/j.im.2011.09.004
  3. Eveland Jr, W.P., K. Marton, and M. Seo, "Moving beyond "just the facts" the influence of online news on the content and structure of public affairs knowledge", Communication Research, Vol.31, No.1, 2004, 82-108. https://doi.org/10.1177/0093650203260203
  4. Forge, S., "Business models for the computer industry for the next decade. When will the fastest eat the largest?", Futures, Vol.25, No.9, 1993, 923-948. https://doi.org/10.1016/0016-3287(93)90060-7
  5. Freeman, L.C., "Centrality in social networks conceptual clarification", Social networks, Vol.1, No.3, 1979, 215-239. https://doi.org/10.1016/0378-8733(78)90021-7
  6. Guvenen, O., "Business models for electronic markets", 2016.
  7. Heinz, S. and J.F. O'Connell, "Air transport in Africa : Toward sustainable business models for African airlines", J. Transp. Geogr., Vol.31, 2013, 72-83. https://doi.org/10.1016/j.jtrangeo.2013.05.004
  8. Hu, C. and P. Racherla, "Visual representation of knowledge networks : A social network analysis of hospitality research domain", International Journal of Hospitality Management, Vol.27, No.2, 2008, 302-312. https://doi.org/10.1016/j.ijhm.2007.01.002
  9. Hu, J. and Zhang, Y., "Research patterns and trends of Recommendation System in China using co-word analysis", Information Processing & Management, Vol.51, No.4, 2015, 329-339. https://doi.org/10.1016/j.ipm.2015.02.002
  10. Koh, M. and S. Youn, "Investigation on the Business Model of Multi-Channel Network of Online Platform", International Telecommunications Policy Review, Vol.23, No.1, 2016.
  11. Law, J. and J. Whittaker, "Mapping acidification research : A test of the co-word method", Scientometrics, Vol.23, No.3, 1992, 417-461. https://doi.org/10.1007/BF02029807
  12. Lohmann, G. and T.T.R. Koo, "The airline business model spectrum", Journal of Air Transport Management, Vol.31, 2013, 7-9. https://doi.org/10.1016/j.jairtraman.2012.10.005
  13. Mitchell, J.C., "Social networks in urban situations : analyses of personal relationships in Central African towns", Manchester University Press, 1969.
  14. Mutschke, P. and A. Haase, "Collaboration and cognitive structures in social science research fields, Towards socio-cognitive analysis in information systems", Scientometrics, Vol.52, No.3, 2001, 487-502. https://doi.org/10.1023/A:1014256102041
  15. Newman, M.E. and M. Girvan, "Finding and evaluating community structure in networks", Physical review E, Vol.69, No.2, 2004, 026113. https://doi.org/10.1103/PhysRevE.69.026113
  16. Osterwalder, A. and Y. Pigneur, Business model generation : a handbook for visionaries, game changers, and challengers, John Wiley & Sons, 2010.
  17. Paulose, H. and S. Nair, "Open Innovation in Emerging Markets : A Business Model Perspective", Journal of Promotion Management, Vol.21, No.1, 2015, 1-12. https://doi.org/10.1080/10496491.2014.954468
  18. Sakata, I., H. Sasaki, M. Akiyama, Y. Sawatani, N. Shibata, and Y. Kajikawa, "Bibliometric analysis of service innovation research : Identifying knowledge domain and global network of knowledge", Technological Forecasting and Social Change, Vol. 80, No.6, 2013, 1085-1093. https://doi.org/10.1016/j.techfore.2012.03.009
  19. Salvato, G., I.J. Leontaritis, P. Winstone, M. Zelm, D. Rivers-Moore, and D. Salvato, "Presentation and exchange of business models with CIMOSA-XML", Comput Ind., Vol.40, No.2, 1999, 125-139. https://doi.org/10.1016/S0166-3615(99)00019-6
  20. Scott, J., "Social Network Analysis : A Handbook", 2000.
  21. Strange, S., "States and markets", Bloomsbury Publishing, 2015.
  22. Teece, D.J., "Business models, business strategy and innovation", Long Range Planning, Vol.43, No.2-3, 2010, 172-194. https://doi.org/10.1016/j.lrp.2009.07.003
  23. Timmers, P., "Business models for electronic markets", Electronic Markets, Vol.8, No.2, 1998, 3-8.
  24. Velu, C., "Business model innovation and thirdparty alliance on the survival of new firms", Technovation, Vol.35, 2015, 1-11. https://doi.org/10.1016/j.technovation.2014.09.007
  25. Velu, C. and P. Stiles, "Managing decision-making and cannibalization for parallel business models", Long Range Planning, Vol. 46, No.6, 2013, 443-458. https://doi.org/10.1016/j.lrp.2013.08.003
  26. Wirtz, B.W., A. Pistoia, S. Ullrich, and V. Gottel, "Business models : Origin, development and future research perspectives", Long Range Planning, Vol.49, No.1, 2016, 36-54. https://doi.org/10.1016/j.lrp.2015.04.001
  27. Ye, Q., H. Song, and T. Li, "Cross-institutional collaboration networks in tourism and hospitality research", Tourism Management Perspectives, Vol.2, 2012, 55-64.
  28. Zhang, H., Y. Lu, P. Gao, and Z. Chen, "Social shopping communities as an emerging business model of youth entrepreneurship : Exploring the effects of website characteristics", International Journal of Technology Management, Vol.66, No.4, 2015, 319-345. https://doi.org/10.1504/IJTM.2014.064987
  29. Zhang, Q.-R., Y. Li, J.-S. Liu, Y.-D. Chen, and L.-H. Chai, "A dynamic co-word networkrelated approach on the evolution of China's urbanization research", Scientometrics, Vol. 111, No.3, 2017, 1623-1642. https://doi.org/10.1007/s11192-017-2314-1
  30. Zhu, W. and J. Guan, "A bibliometric study of service innovation research : based on complex network analysis", Scientometrics, Vol.94, No.3, 2013, 1195-1216. https://doi.org/10.1007/s11192-012-0888-1
  31. Zott, C. and R. Amit, "The business model : A theoretically anchored robust construct for strategic analysis", Strategic Organization, Vol.11, No.4, 2013, 403-411. https://doi.org/10.1177/1476127013510466