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An Empirical Study on the Structural Relationship between Transactive Memory System, Knowledge Sharing and Innovation Capability: Evidence from Universities in China

분산기억체계, 지식공유, 그리고 혁신역량의 구조적 관계에 관한 실증연구: 중국 대학 사례를 중심으로

  • Yao, Chunliang (International Business Cooperative Course, Graduate School of Dongguk University) ;
  • Lee, Young-Chan (Dept. of Business Administration, Dongguk University)
  • Received : 2015.12.03
  • Accepted : 2016.04.05
  • Published : 2016.06.30

Abstract

Purpose The innovation capability nowadays has become increasingly prominent in the universities not only for schools but also for teachers. However, due to less attention to the knowledge utilization and management, also some objective constraints, which caused the low level of the innovation capacity for our universities teachers under the current development in China. Meanwhile, transactive memory system (TMS) and knowledge sharing are important contents in knowledge management. The combination of both systems will contribute to a much more comprehensive understanding and performance of knowledge management. The purpose of this study is to investigate the structural relationships between TMS, knowledge sharing, and innovation capability among Chinese university teachers' teams, and to propose the practical implication to integrate effectively internal knowledge of the team to improve innovation capability. Design/methodology/approach In order to exam and verify the hypothesis proposed, we developed a questionnaire with 16 survey items, and each item comes with a five-point Likert-type scale. Hyperlink of online questionnaire was shared through WeChat. It's collected 201 responses from 14 universities in China, and the responders are teaching groups' leaders. And all together 191 responses were filtered out as the valid samples. And we analyze the data set and test research hypotheses by using SPSS 22.0 and AMOS 22.0. Findings All hypotheses are supported. The results reveal that knowledge sharing plays an important role in this study as the mediating role. TMS is positively associated with the innovation capability. And the knowledge sharing plays a significant role as mediating value between them, and influences the TMS's effect on innovation capability. It's thus cleared that if our teachers could well communicate, exchange and collaborate with other teachers in the same group, the innovation capability among the teachers would be improved effectively.

목적 최근 대학에서도 혁신역량이 매우 중요해지고 있으며, 특히 교원의 혁신역량은 대학의 경쟁력에 매우 중요한 요인이 되고 있다. 그러나 중국 대학의 경우 아직까지 지식활용이나 관리에 대한 관심이 부족하여 대학의 혁신역량이 높지 않은 상황이다. 한편, 지식경영에서 분산기억체계와 지식공유는 매우 중요한 요소로서 이 두 요소를 잘 결합하여 실행하면 지식경영에 대한 포괄적인 이해와 성과에 기여할 수 있다. 본 연구의 목적은 중국 대학 교원을 대상으로 분산기억체계, 지식공유 그리고 혁신역량 간의 구조적 관계를 조사하며, 이를 통해 혁신역량을 향상시키기 위한 실천적 방안을 제안하고자 한다. 설계/방법론/접근 본 연구의 가설을 검증하기 위해 16개의 문항을 개발하였으며, 각 문항은 리커트 5점척도를 사용하였다. 설문지는 위챗을 통해 온라인으로 배포되었으며, 설문대상자는 중국 14개 대학의 교원 팀의 리더들이다. 총 201명으로부터 설문지가 회수되었으며, 이중에서 유효한 설문지는 191개이다. 통계 분석과 가설검정을 위해 SPSS 22와 AMOS 22를 사용하였다. 시사점 가설검정결과 모든 연구가설이 채택되었다. 따라서 분산기억체계는 지식공유와 혁신역량에 정(+)의 영향을 미치며, 이 과정에서 지식공유가 분산기억체계와 혁신역량 간의 매개변수 역할을 한다는 것을 알 수 있다. 이는 동일 그룹 내의 중국 대학 교원들 간에 의사소통이 원활하고 동료들과 지식의 교환 및 협업이 활발할수록 혁신역량이 효과적으로 향상됨을 의미한다.

Keywords

References

  1. 김상진, 박용재. "지식경영의 인식도와 정보기술 활용도가 정보시스템의 통합과 경영성과에 미치는 영향에 관한 연구," 정보시스템연구, Vol. 11, No.1, 2002, pp. 29-49.
  2. 강병영, 김은정. "지식경영 성공요인이 지식경영활동과 경영성과에 미치는 영향에 관한 연구-국내 제조기업과 비제조기업을 중심으로," 정보시스템연구, Vol. 16, No. 2, 2007, pp. 145-169.
  3. 구철모, 남기찬. "혁신 의사결정 과정을 이용한 서비스 수준관리의 실행단계별 요인과 성과에 대한 실증 연구," 정보시스템연구. Vol. 16, No.3, 2007, pp. 69-90.
  4. Akgun, A. E., Byrne J., Keskin H., and Lynn G. S., Lmamoglu S. Z., "Knowledge networks in new product development projects: A transactive memory perspective," Information & management, Vol. 42, No. 8, 2005, pp. 1105-1120. https://doi.org/10.1016/j.im.2005.01.001
  5. Alavi, M., and Leidner, D. E., "Review:Knowledge management and knowledge management systems: Conceptual foundations and research issues," MIS Quarterly, Vol. 25, No. 1, 2001, pp. 107-136. https://doi.org/10.2307/3250961
  6. Al-Hawamdeh, S., "Knowledge management," Cultivating Knowledge professionals. USA: Chandos Publishing, 2003.
  7. Austin, J. R., "Transactive memory in organizational groups: the effects of content, consensus, specialization, and accuracy on group performance," Journal of Applied Psychology, Vol. 88, No. 5, 2003, pp. 866. https://doi.org/10.1037/0021-9010.88.5.866
  8. Barquin, R. C., "What is knowledge management," Barquin RC, Bennet A, Remez SG. Knowledge Management:The Cataliyst for Electronic Government Vienna: Management concepts, Vol.1, No. 2, 2001, pp. 3-23.
  9. Beer, M., and Nitin N., "Cracking the code of change," Harvard Business Review, 2000, pp. 133-141.
  10. Borgatti S. P., and Cross R., "A relational view of information seeking and learning in social networks," Management Science, Vol. 49, No. 4, 2003, pp. 432. https://doi.org/10.1287/mnsc.49.4.432.14428
  11. Brandon, D. P., and Hollingshead A. B., "Transactive memory systems in organizations: Matching tasks, expertise, and people," Organization Science, Vol. 15, No. 6, 2004, pp. 633-644. https://doi.org/10.1287/orsc.1040.0069
  12. Calantone, R. J., Cavusgil S. T., and Zhao Y. H., "Learning orientation, firm innovation capability, and firm performance," Industrial Marketing management, Vol. 31, No. 6, 2002, pp. 515-524. https://doi.org/10.1016/S0019-8501(01)00203-6
  13. Chen, X., Li, X., Clark, J. G., and Dietrich, G. B., "Knowledge sharing in open source software project teams: A transactive memory system perspective," International Journal of Information Management, Vol. 33, No. 3, 2013, pp. 553-563. https://doi.org/10.1016/j.ijinfomgt.2013.01.008
  14. Chiang, Y. H., Shih, H. A., and Hsu, C. C., "High commitment work system, transactive memory system, and new product performance," Journal of Business Research, Vol. 67, No. 4, 2014, pp. 631-640. https://doi.org/10.1016/j.jbusres.2013.01.022
  15. Choi, S. Y., Lee, H., andYoo, Y., "The impact of information technology and transactive memory systems on knowledge sharing, application, and team performance: a field study," MIS Quarterly, Vol. 34, No. 4, 2010, pp. 855-870. https://doi.org/10.2307/25750708
  16. Chung, N., Lee, S., and Han, H.,"Understanding communication types on travel information sharing in social media: A transactive memory systems perspective," Telematics and Informatics, Vol. 32, No. 4, 2015, pp. 564-575. https://doi.org/10.1016/j.tele.2015.02.002
  17. Cortina, J. M., "What is coefficient alpha? An examination of theory and applications," Journal of Applied Psychology, Vol. 78, No. 1, 1993, pp. 98. https://doi.org/10.1037/0021-9010.78.1.98
  18. Drucker, P., "The Principles of Management," New York: NY, 1954.
  19. Fan, H. L., Chang, P. F., Albanese, D., Wu, J. J., Yu, M. J., and Chuang, H. J., "Multilevel influences of transactive memory systems on individual innovative behavior and team innovation," Thinking Skills and Creativity, Vol. 19, 2016, pp. 49-59. https://doi.org/10.1016/j.tsc.2015.11.001
  20. Gupta, A. K., and Govindarajan, V., "Knowledge flows within multinational corporations," Strategic Management Journal, Vol. 21, No. 4, 2000, pp. 473-496. https://doi.org/10.1002/(SICI)1097-0266(200004)21:4<473::AID-SMJ84>3.0.CO;2-I
  21. Hendriks, P., "Why share knowledge? The influence of ICT on the motivation for knowledge sharing," Knowledge and Process Management, vol. 6, No. 2, 1999, pp. 91-100. https://doi.org/10.1002/(SICI)1099-1441(199906)6:2<91::AID-KPM54>3.0.CO;2-M
  22. Henson, R. K. "Understanding internal consistency reliability estimates: A conceptual primer on coefficient alpha," Measurement and Evaluation in Counseling and Development, Vol. 34, No.3, 2001, pp. 177.
  23. Hooff, B. van den, and De Ridder, J. A., "Knowledge sharing in context: the influence of organizational commitment, communication climate and CMC use on knowledge sharing," Journal of Knowledge Management, Vol. 8, No. 6, 2004, pp. 117-130.
  24. Hu, L., "Research on relation among transactive memory system, knowledge sharing and effectiveness of the top management team," University of South China, China, 2014.
  25. Huang, M., Barbour, J., Su, C., and Contractor, N., "Why do group members provide information to digital knowledge repositories? A multilevel application of transactive memory theory," Journal of the American Society for Information Science and Technology, Vol. 64, NO. 3, 2013, pp. 540-557. https://doi.org/10.1002/asi.22805
  26. Huang, X. W., and Zeng, L. Y., "Higher vocational college teachers' innovation ability and four dimensions," Vocational Education Research, No. 8, 2008, pp. 50-51.
  27. King, W. R., and Marks P. V., "Motivating knowledge sharing through a knowledge management system," The International Journal of Management Science, Vol. 36 , No. 1, 2005, pp. 131-146.
  28. Kogut, B., and Zander, U., "Knowledge of the firm, combination capabilities, and the replication of technology," Organization Science, Vol. 3, No.3, 1992, pp. 383-397. https://doi.org/10.1287/orsc.3.3.383
  29. Kroenke, D., Bunker, D., and Wilson, D., "Experiencing MIS," Pearson Higher Education AU, 2013.
  30. Lee, H. W. and Yu, C. F., "Effect of organizational relationship style on the level of knowledge sharing," International Journal of Manpower, Vol. 32, No. 5, 2011, pp. 677-686. https://doi.org/10.1108/01437721111158260
  31. Lewis, K., "Measuring transactive memory systems in the field: Seale development and Validation," Journal of Applied Psychology, Vol. 88, No. 4, 2003, pp. 587-604. https://doi.org/10.1037/0021-9010.88.4.587
  32. Lewis, K., Donald L., and Lynette G., "Transactive memory systems, learning, and learning transfer," Organization Science, Vol. 16, No. 6, 2005, pp. 581-598. https://doi.org/10.1287/orsc.1050.0143
  33. Lia, K. G., "Research of relation among knowledge sharing, transactive memory system and innovation performance," Zhejiang Gongshang University, China, 2010.
  34. Lib, Q. Q., "Research on Traning of Teachers in Secondary School and Research on Innovation Ability of Teachers in Secondary School," Hebei University, NO. 070371, China, 2010.
  35. Lin Y. J., Zhu M. and Tan W. B., "Effects of Transactive Memory System on Innovation Performance of R & D Teams: The Moderating Role of Team Psychological Safety," Management Review, Vol. 26, No. 12, 2014, pp. 91-99.
  36. Moreland, R. L., "Transactive memory:Learning who knows what in work groups and organizations," In L. Thompson, D. Messick, & J. Levine (Eds.), Shared cognition in organizations:The management of knowledge, Mahwah, NJ: Erlbaum, 1999, pp. 3-31.
  37. Moreland, R. L., and Myaskovsky L., "Exploring the performance benefits of group training: Transactive memory or improved communication?," Organizational Behavior and Human Decision Processes, Vol. 82, No.1, 2000, pp. 117-133. https://doi.org/10.1006/obhd.2000.2891
  38. Moreland, R. L., Argote, L., and Krishnan, R., "Socially shared cognition at work:Transactive memory and group performance," In J. L. Nye & A. M. Brower (Eds.), What's social about social cognition? Research on socially shared cognition in small groups. Thousand Oaks, CA: Sage, 1996, pp. 57-84.
  39. Moutinho, L., and Hutcheson, G. D., "Validity," The sage dictionary of Quantitative Management Research, SAGE Publications Ltd., 2011, pp. 327-330.
  40. Nahapiet, J. and Ghoshal, S., "Social capital, intellectual capital, and the organizational advantage," Academy of Management Review, Vol. 23, No. 2, 1998, pp. 242-266. https://doi.org/10.5465/amr.1998.533225
  41. Nancy, M, "Common Knowledge: How Companies Thrive By Sharing What they know", Long Range Planning, Vol. l, No. 34, 2001, pp. 78-82.
  42. Nonaka, I, and Takeuchi H., "The knowledgecreating company: How Japanese companies create the dynamics of innovation," Oxford University Press, 1995.
  43. O'Dell, C. and Hubert C., "The New Edge in Knowledge," New Jersey: John Wiley & Sons, Inc. 2011.
  44. Rau, D., "Top management team transactive memory, information gathering, and perceptual accuracy," Journal of Business Research, No. 59, 2006, pp. 416-424.
  45. Rau, D., "Knowing who knows what: The effect of transactive memory on the relationship between diversity of expertise and performance in top management teams," 2001.
  46. Ritala, P., Olander, H., Michailova, S., & Husted, K., "Knowledge sharing, knowledge leaking and relative innovation performance: An empirical study," Technovation, No. 35, 2015, pp. 22-31.
  47. Senge, P., "Sharing Knowledge," Executive Excellence, Vol. 14, No. 11, 1997, pp. 17-18.
  48. Shi, Z. Y.,"Some thinking about pushing forward the innovation of educational theories," Journal of The Chinese Society of Education, No. 5, 2002, pp. 6-7.
  49. Shu, W., "Innovative Thinking Methodology," Communication University of China Press, 2006.
  50. Tang, H. S., "Concerning the cultivation of the innovative spirit and creative teachers in colleges and universities," Heilongjiang Researches on High Education, No. 2, 2004, pp. 92-94.
  51. Wang, S., and Noe, R. A., "Knowledge sharing:A review and directions for future research," Human Resource Management Review, Vol. 20, No. 2, 2010, pp. 115-131. https://doi.org/10.1016/j.hrmr.2009.10.001
  52. Wegner, D. M. "Transactive memory: A contemporary analysis of the group mind," Theories of group behavior. Springer New York, 1987.185-208.
  53. Wegner, D. M., "A computer network moldel of human transactive memory," Social Cognition, Vol. 13, No. 03, 1995, pp. 319-339. https://doi.org/10.1521/soco.1995.13.3.319
  54. Wegner, D. M., Giuliano, T., andHertel, P. T., "Cognitive interdependence in close relationships. In: Ickes WJ(Ed) Compatible and incompatible relationships," Springer-Verlag, NewYork, 1985, pp. 253-276.
  55. Wijk, R. V., Jansen, J. J. P., and Lyles, M. A., "Inter- and intra-organizational knowledge transfer: A meta-analytic review and assessment of its antecedents and consequences," Journal of Management Studies, Vol. 45, No. 4, 2008, pp. 830-853. https://doi.org/10.1111/j.1467-6486.2008.00771.x
  56. Zahra, S. A., Ireland R. D., and Hitt M. A., "International expansion by new venture firms: International diversity, mode of market entry, technological learning, and performance," Academy of Management Journal, Vol. 43, No. 5, 2000, pp. 925-950. https://doi.org/10.2307/1556420
  57. Zhang, G., and Xiong, L., "Transactive Memory System Research: Review and Prospect," Advances in Psychological Science, Vol. 15, No. 05, 2007, pp. 840-845.
  58. Zheng, Y. F., "Unlocking founding team prior shared experience: A transactive memory system perspective," Journal of Business Venturing, Vol. 27, No. 5, 2012, pp. 577-591. https://doi.org/10.1016/j.jbusvent.2011.11.001
  59. Zhong, X. P., Huang Q., Robert M. D., Yang X., and Chen H. B., "Empowering teams through social network ties," International Journal of Information Management, Vol. 32, No.3, 2012, pp. 209-220. https://doi.org/10.1016/j.ijinfomgt.2011.11.001

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