참고문헌
- Barron, K. E., & Harackiewicz, J. M. (2001). Achievement goals and optimal motivation: Testing multiple goal models. Journal of Personality and Social Psychology, 80, 706-722.
- Beheshitha, S. S., Hatala, M., Gasevic, D., & Joksimovic, S. (2016). The Role of achievement goal orientations when studying effect of learning analytics visualizations. In Proceedings of the 6th International Learning Analytics & Knowledge Conference, 54-63. ACM.
- Butts, C., (2008). Social network analysis: A methodological introduction. Asian Journal of Social Psychology, 11(1), 13-41.
- Calvani, A., Fini, A., Molino, M. and Ranieri, M. (2009) Visualizing and monitoring effective interactions in online collaborative groups. British Journal of Educational Technology, 41, 213-226.
- Carceller, C., Dawson, S., & Lockyer, L. (2015). Social capital from online discussion forums: Differences between online and blended modes of delivery. Australasian Journal of Educational Technology, 31(2), 150-163.
- Chen, B., & Huang, T. (2019). It is about timing: Network prestige in asynchronous online discussions. Journal of Computer Assisted Learning, 35, 503-515.
- Chen, G., Lo, C. K., & Hu, L. (2020). Sustaining online academic discussions: Identifying the characteristics of messages that receive responses. Computers & Education, 156, 103938.
- Chen, S-J. & Caropreso, E. J. (2004). Influence of personality on online discussion. Journal of Interactive Online Learning, 3(2), 1-17.
- Cho, H., Gay, G., Davidson, B., & Ingraffea, A. (2007). Social networks, communication styles, and learning performance in a CSCL community. Computers & Education, 49(2), 309-329.
- Cho, H., Lee, J.-S., Stefanone, M., & Gay, G. (2005). Development of computersupported collaborative social networks in a distributed learning community. Behavior & Information Technology, 24(6), 435-447.
- Cho, M-H., & Cho, Y. (2014). Instructor scaffolding for interaction and students' academic engagement in online leaning: Mediating role of perceived online class goal structures. The Internet and Higher Education, 21, 25-30.
- Cho, Y. H., Lee, J., & Jonassen, D. H. (2011). The role of tasks and epistemological beliefs in online peer questioning. Computers & Education, 56(1), 112-126.
- Chung, K. S. K., & Paredes, W. C. (2015). Towards a social networks model for online learning & performance. Educational Technology & Society, 18(3), 240-253.
- Darnon, C., Butera, F., & Harackiewicz, J. M. (2007). Achivement goals in social interactions: Learning with mastery vs. performance goals. Motivation and Emotion, 31, 61-70.
- Darnon, C., Muller, D., Schrager, S., Pannuzzo, N., & Butera, F. (2006). Mastery and performance goals predict epistemic and relational conflict regulation. Journal of Educational Psychology, 98, 766-776.
- De Laat, M., Lally, V., Lipponen, L., Simons, R. J. (2007). Investigating patterns of interaction in networked learning and computer-supported collaborative learning. International Journal of Computer-Supported Collaborative Learning, 2, 87-103.
- Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals. Educational Psychologist, 34, 169-189.
- Elliot, A. J., & McGregor, H. A. (2001). A 2x2 achievement goal framework. Journal of Personality and Social Psychology, 80, 501-519.
- Giel, L. I. S., Noordzij, G., Noordegraaf-Eelens, L., & Denktas S. (2021). When birds of the same feather fly together: the impact of achievement goal compatibility in collaborative learning. Educational Psychology, 41(3), 79-98.
- Giri, B. E., Manongga, D., & Iriani, A. (2014). Using social networking analysis (SNA) to analyze collaboration between students (case study: students of open university in Kupang). International Journal of Computer Applications, 85(1), 44-49.
- Grau, V., & Whitebread, D. (2012). Self and social regulation of learning during collaborative activities in the classroom: The interplay of individual and group cognition. Learning and Instruction, 22(6), 401-412.
- Han, J., Kim, K. H., Rhee, W., & Cho, Y. H. (2021). Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation. Computers and Education, 163, 104041.
- Hirst, G., Van Knippenberg, D., & Zhou, J. (2009). A cross-level perspective on employee creativity: Goal orientation, team learning behavior, and individual creativity. Academy of Management Journal, 52(2), 280-293.
- Hrastinski, S. (2008). What is online learning participation? A literature review. Computers & Education, 51, 1755-1765.
- Jo, I., Park, Y., & Lee, H. (2017). Three interaction patterns on asynchronous online discussion behaviours: A methodological comparison. Journal of Computer Assisted Learning, 33(2), 106-122.
- Kim, M. K., & Ketenci, T. (2019). Learner participation profiles in an asynchronous online collaboration context. The Internet and Higher Education, 31, 62-76.
- Kim, M. K., Wang, Y., & Ketenci, T. (2020). Who are online learning leaders? Piloting a leader identification method(LIM). Computers in Human Behavior. 105, 106205.
- Kim, M., K., Lee, I. H., & Kim, S. M. (2021). A longitudinal examination of temporal and iterative relationships among learner engagement dimensions during online discussion. Journal of Computers in Education, 8, 63-86.
- Klein, K., Lim, B-C., Saltz, J. L., & Mayer, D. M. (2004). How do they get there? An examination of the antecedents of centrality in team networks. Academy of Management Journal, 47, 952-963.
- Lau, S., Liem, A. D., & Nie, Y. (2010). Task- and self-related pathways to deep learning: The mediating role of achievement goals, classroom attentiveness, and group participation. British Journal of Educational Psychology, 78(4), 639-662.
- Levy, I., Kaplan, A. & Patrick, H. (2004). Early adolescents' achievement goals, social status, and attitudes towards cooperation with peers. Social Psychology of Education, 7, 127-159.
- Lim, J. Y., & Lim, K. Y. (2020). Co-regulation in collaborative learning: Grounded in achievement goal theory. International Journal of Educational Research, 103, 101621.
- Liu, C. C., Chen, Y. C., & Tai, S. J. D. (2017). A social network analysis on elementary student engagement in the networked creation community. Computers & Education, 115, 114-125.
- Macfadyen, L. P., & Dawson, S. (2010). Mining LMS data to develop an "early warning system" for educators: A proof of concept. Computers & Education, 54(2), 588-599.
- Memon, N., Xu, J. J., Hicks, D. L., & Chen, H. (2010). Social network data mining: Research questions, techniques, and applications. In N. Memon, J. J. Xu, D. L. Hicks, & H. Chen (Eds.). Data mining for social network data (pp. 1-8). Springer.
- Mochizuki, T., Kato, H., Fujitani, S., Yaegashi, K., Hisamatsu, S., Nagata, T., Nakahara, J., Nishimori, T., & Suzuki, M. (2007). Promotion of self-assessment for learners in online discussion using the visualization software. In N. Lambropoulos, & P. Zaphiris (Eds.), User-centered design of online learning communities (pp. 365-397). Information Science Publishing.
- Nicholls, J.G., Cobb, P., Wood, T., Yackel, E. Patashnick, P. (1990). Assessing students' theories of success in mathematics: Individual and classroom differences. Journal for Research in Mathematics Education, 21, 109-122.
- Park, B-G., & Lee, J-U. (2005). Development and validation of a 2x2 achievement goal orientation scale. The Korean Journal of Educational Psychology, 19(1), 327-352.
- Pintrich, P. R. (2000). An achievement goal theory perspective on issues in motivation terminology, theory, and research. Contemporary Educational Psychology, 25, 92-104.
- Poortvliet, P. M., Janssen, O., Van Yperen, N. W., & Van de Vliert, E. (2007). Achievement goals and interpersonal behavior: How mastery and performance goals shape information exchange. Personality and Social Psychology Bulletin, 33, 1435-1447.
- Romero, C., Lopez, M.-I., Luna, J.-M., & Ventura, S. (2013). Predicting students' final performance from participation in on-line discussion forums. Computers & Education, 68, 458-472.
- Rooderkerk, R.P. & Pauwels, K.H. (2016). No comment?! the drivers of reactions to online posts in professional groups. Journal of Interactive Marketing, 35, 1-15.
- Russo, T. C., & Koesten, J. (2005). Prestige, centrality, and learning: A social network analysis of an online class. Communication Education, 54(3), 254-261.
- Schoor, C. & Bannert, M. (2011). Motivation in a computer-supported collaborative learning scenario and its impact on learning activities and knowledge acquisition. Learning and Instruction, 21(4), 560-573.
- Shea, P., Hayes, S., Vickers, J., Gozza-Cohen, M., Uzuner, S., Mehta, R., ... Rangan, P. (2010). A re-examination of the community of inquiry framework: Social network and content analysis. Internet and Higher Education, 13(1), 10-21.
- Sommet, N., Darnon, C., & Butera, F. (2015). To confirm or to conform? Performance goals as a regulator of conflict with more-competent others. Journal of Educational Psychology, 107, 580-598.
- Stepanyan, K., Mather, R. and Dalrymple, R. (2013). Culture, role and group work: A social network analysis perspective on an online collaborative course. British Journal of Educational Technology, 45(4), 676-693.
- Tan, J. P. L., Koh, E., Jonathan, C. R., & Yang, S. (2017). Learner dashboards a double-edged sword? Students' sensemaking of a collaborative critical reading and learning analytics environment for fostering 21st century literacies. Journal of Learning Analytics, 4(1), 117-140.
- Wang, L. (2010). How social network position relates to knowledge building in online learning communities? Frontiers of Education in China, 5(1), 4-25.
- Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (Vol. 8). Cambridge University Press.
- Weinberger, A., & Fischer, F. (2006). A framework to analyze argumentative knowledge construction in computer-supported collaborative learning. Computers & Education, 46(1), 71-95.
- Xie, K., Yu, C., & Bradshaw, A. C. (2014). Impacts of role assignment and participation in asynchronous discussions in college-level online classes. Internet and Higher Education, 20, 10-19.
- Yamaguchi, R. (2001). Children's learning groups: A study of emergent leadership, dominance, and group effectiveness. Small Group Research, 32, 671-697.
- Zheng, J., Xing, W., & Zhu, GX. (2019). Examining sequential patterns of self- and socially shared regulation of STEM learning in a CSCL environment. Computers & Education, 136, 34-48.
- Zingaro, D., & Oztok, M. (2012). Interaction in an asynchronous online course: A synthesis of quantitative predictors. Journal of Asynchronous Learning Networks, 16(4), 71-82.