Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회논문지)

Korean Society of Computer Information (한국컴퓨터정보학회)
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Relationships among Learner's Satisfaction, Self-Directedness and Flow Experience in Computer e-Learning

컴퓨터 이러닝에서 학습만족도와 자기주도성, 플로우(Flow)경험 간의 관계

  • Received : 2011.12.08
  • Accepted : 2011.12.23
  • Published : 2012.02.29
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Abstract

The purpose of the study is to identify the relationship among the variables related learner's satisfaction, flow experience and self-directedness and verify the path model of causal relationship among those variables in web based computer e-learning. Based on the theoretical rationale, we hypothesized the path model including learner's satisfaction as outcome variable, flow experience and self-directedness as causal and mediating variables. A total of 193 students were participated in this study and the main results showed as follows: 1. Learner's self-directedness showed significant (p<.01), indirect effect on learner's satisfaction mediated by flow experience and the flow experience showed significant (p<.01), direct effect on learner's satisfaction; 2. Among 7 constructs of self-directedness, 'creative approach', 'love of learning', 'self-confidence as a learner' showed significant (p<.01), indirect effects on learner's satisfaction mediated by 'clear goals' construct among flow experience.

본 연구의 목적은 웹상에서 이루어지는 컴퓨터 교과목 이러닝에서, 학습자의 학습만족도와 자기주도성, 플로우(flow) 경험의 연관관계를 파악하고, 경로분석을 활용하여 이들 요인간의 인과관계를 분석, 규명하는 것이다. 이를 위해 기존 이론 연구들을 바탕으로 학습만족도를 종속변인으로 하고 자기주도성과 플로우 경험을 독립, 매개변인으로 하는 구조모형을 기초로 하여, 각 요인의 하위 구성요인 간의 인과관계를 분석하였다. 총 193명 학생의 데이터가 분석에 이용되었으며, 주요 결과를 요약하면 다음과 같다. : 1. 학습자의 자기주도성은 플로우 경험을 매개변인으로 하여 학습만족도에 간접적으로 유의한(p<.01) 영향을 미치는 것으로 나타났으며, 플로우 경험은 학습만족도에 직접적으로 유의한(p<.01) 영향을 미치는 것으로 나타났다; 2. 자기주도성의 7개 하위 구성요인 중 '독창적 접근', '학습에 대한 사랑', '학습자적 신념' 등이 플로우 경험을 매개로 하여 학습만족도에 양(+)의 방향으로 간접적으로 유의한(p<.01) 영향을 미치는 것으로 나타났으며, 플로우 경험의 9개 하위 구성요인 중 '명확한 목표' 요인이 학습만족도에 양의 방향으로 직접적으로 유의한(p<.01) 영향을 미치는 것으로 파악되었다.

Keywords

References

  1. National IT Industry Promotion Agency, "e-Leaning Industry Status Survey", NIPA, 2011.
  2. I.F. Liu, M.C. Chen, Y.S. Sun, D. Wible, & C.H. Kuo, "Extending the TAM Model to Explore the Factors that Affect Intention to Use an Online Learning Community", Computers & Education, Vol. 54, No. 2, pp. 600-610, Feb 2010. https://doi.org/10.1016/j.compedu.2009.09.009
  3. CHmoon, Jhkim, "Interaction and Flow as The Antecedents of E-Learner Satisfaction", Journal of Korean Association of Computer Education, Vol. 14, No. 3, pp. 63-72, Jun. 2011.
  4. B. Cheng, M. Wang, S. Yang, K.J. Peng, "Acceptance Of Competency-Based Workplace E-Learning Systems: Effects Of Individual And Peer Learning Support", Computers & Education, Vol. 57, No. 1, pp. 1317-1333, Aug 2011. https://doi.org/10.1016/j.compedu.2011.01.018
  5. L.A. Ho, & T.H. Kuo, "How can one amplify the effect of e-learning? An examination of high-tech employees' computer attitude and flow experience", Computers in Human Behavior, Vol. 26, pp. 23-31, Jan 2010. https://doi.org/10.1016/j.chb.2009.07.007
  6. HYKim, HSLee, "Analysis of e-Learning Content Types and Learner Satisfaction - Focused on Development Cases and Content Types of K Cyber University", Journal of Global e-Business Association, Vol. 10, No. 4, pp. 299-316, Nov. 2009.
  7. BHMoon, "Analysis of Login and Learning Hour in Cyber Classes of Undergraduate Students", Journal of The Korea Society of Computer and Information, Vol. 12, No. 5, pp. 171-177, May. 2007.
  8. JYLee, "A Study on the Selection of Content Delivery Strategies to Improve Learner Satisfaction and Performance of e-Learning Courses in Higher Education", Journal of Educational Technology, Vol. 20, No. 4, pp. 185-214, Dec 2004. https://doi.org/10.17232/KSET.20.4.185
  9. EKLee, HKHan, SSKim, YJLee, "A Study on Teaching-Learning Strategies for Row Experience in e-Learning Environment", Journal of Korean Association of Computer Education, Vol. 10, No. 1, pp.21-30, Jan. 2007.
  10. M.M, Handelsman, W.L. Briggs, N, Sullivan, & A. Towler, "A Measure of College Student Course Engagement", The Journal of Educational Research, Vol. 98, No. 3, 184-191, Jan-Feb 2005. https://doi.org/10.3200/JOER.98.3.184-192
  11. D.M. Spanjers, "Cognitive Engagement as A Predic tor of Achievement", Unpublished Doctoral Dissertation, The University of Minnesota, 2007.
  12. KOYoo, JWCheong, "Demographic and Socio-Psych ological Variables to Adults' Self-direction in Learning", Korean Journal of Adult & Continuing Education, Vol. 4, No. 1, pp.119-150, Jul. 1998.
  13. M.S. Knowles, "Self-Directed Learning: A Guide for Learners and Teachers", New York: Association Press, 1975.
  14. S.B. Merriam, & R.S. Caffarella, "Learning in Adulthood (2Nd Ed.)", San Francisco : Jossey-Bass, 1999.
  15. CJKim, KSKim, KOYoo, GHYoo, "A Study on Dev elopment of Self-Directed Leaning Readiness Scale for Primary School Teachers and its Application", Korean Journal of Adult & Continuing Education, Vol. 2, No. 1, pp. 1-25, Dec. 1996.
  16. R.E. Mayer, R.B Richard, "The Instructive Anima tion: Helping Students Build Connections Between Words and Pictures in Multimedia Learning", Journal of Educational Psychology, Vol. 84, No. 4, pp. 444-452, Dec 1992. https://doi.org/10.1037/0022-0663.84.4.444
  17. J. Johnson, "Individualized Learning and Interact ive Learning in Distributed Education", Seoul National University, 1996.
  18. M. Csikszentmihalyi, "Flow: The Psychology of Optimal Experience", Harpers Perennial, New York, 1990.
  19. J.A. Ghani, "Flow in Human Computer Interactions: Test of a Model in: Human Factors in Information Systems: Emerging Theoretical Bases", J. Carey (ed.), Ablex Publishing Corp., New Jersey, 1995.
  20. L.K. Trevino and J. Webster, "Flow in Computer-Mediated Communication", Communication Research, Vol. 19, No. 5, pp. 539-573, Oct 1992. https://doi.org/10.1177/009365092019005001
  21. J.M. Hektner, & M. Csikszentmihalyi, "A Longitudinal Exploration of Flow an Intrinsic Motivation in Adolescents. Paper Presented at The Annual Meeting of The American Education Research Association", New York. Alfred Sloan Foundation, 1996.
  22. D.L. Hoffman And T.P. Novak, "Marketing in Hypermedia Computer-Mediated Environments: Conceptual Foundations", Journal Of Marketing, Vol. 60, No. 3, pp.50-68, Jul 1996. https://doi.org/10.2307/1251841
  23. MKChung, MGLee, SWKim, "Development and Validation of an Scale to Measure Flow in Massive Multiplayer Online Role Playing Game", Journal of the Korea society of computer and information, Vol. 14, No. 2, pp. 59-68, Feb. 2009.
  24. L.M. Gugliemino, And P.J. Guglielmino, "Expan ding Your Readiness for Self-Directed Learning". Don Mills, Ontario: Organization Design and Development Inc, 1991.
  25. S.A. Jackson, And H.W. Marsh, "Development And Validation of a Scale to Measure Optimal Experience: The Flow State Scale", Journal of Sport And Exercise Psychology, Vol. 18, No. 1, pp. 17-35, Jan 1996. https://doi.org/10.1123/jsep.18.1.17
  26. HMKim, "Effects of the Form of Digital Storytelling and the Level of Learners' Self-Directedness on the Commitment", Unpublished Master's Thesis, Korea National University of Education, 2011.
  27. R.C. MacCallum, M.W. Browne & H.M. Sugawara, "Power analysis and determination of sample size for covariance structure modeling", Psychological Methods, Vol. 1, No. 2, pp.130-149, Jun 1996. https://doi.org/10.1037/1082-989X.1.2.130

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