A network-based analytic approach to uncovering the relationship between social and cognitive presences in communities of inquiry

Internet and Higher Education - Tập 42 - Trang 53-65 - 2019
Vitor Rolim1, Rafael Ferreira1,2, Rafael Dueire Lins1, Dragan Gašević3,2
1Departamento de Computação, Universidade Federal Rural de Pernambuco, Recife, Brazil
2School of Informatics, University of Edinburgh, 10 Crichton St, Edinburgh EH8 9AB, UK
3Faculty of Information Technology, Monash University, 25 Exhibition Walk, Clayton, VIC 3800, Australia

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Akyol, 2008, The development of a community of inquiry over time in an online course: Understanding the progression and integration of social, cognitive and teaching presence, Journal of Asynchronous Learning Networks, 12, 3

Anderson, 2010, Three generations of distance education pedagogy, The International Review of Research in Open and Distance Learning, 12, 80, 10.19173/irrodl.v12i3.890

Anderson, 2001, Assessing teaching presence in a computer conferencing context, Journal of Asynchronous Learning Networks, 5, 1

Arbaugh, 2008, Developing a community of inquiry instrument: Testing a measure of the community of inquiry framework using a multi-institutional sample, The Internet and Higher Education, 11, 133, 10.1016/j.iheduc.2008.06.003

Aviv, 2003, Network analysis of knowledge construction in asynchronous learning networks, Journal of Asynchronous Learning Networks, 7, 1

Cai, 2017, Epistemic network analysis and topic modeling for chat data from collaborative learning environment, 104

Cohen, 1992, A power primer, Psychological Bulletin, 112, 155, 10.1037/0033-2909.112.1.155

Dawson, 2011, Measuring creative potential: Using social network analysis to monitor a learners' creative capacity, Australasian Journal of Educational Technology, 27, 924, 10.14742/ajet.921

Díaz, 2010, Student ratings of the importance of survey items, multiplicative factor analysis, and the validity of the community of inquiry survey, The Internet and Higher Education, 13, 22, 10.1016/j.iheduc.2009.11.004

Ferreira, 2018, Towards combined network and text analytics of student discourse in online discussioens, 111

Garrison, 1999, Critical inquiry in a text-based environment: Computer conferencing in higher education, The Internet and Higher Education, 2, 87, 10.1016/S1096-7516(00)00016-6

Garrison, 2001, Critical thinking, cognitive presence, and computer conferencing in distance education, American Journal of Distance Education, 15, 7, 10.1080/08923640109527071

Garrison, 2010, The first decade of the community of inquiry framework: A retrospective, The Internet and Higher Education, 13, 5, 10.1016/j.iheduc.2009.10.003

Garrison, 2007, Researching the community of inquiry framework: Review, issues, and future directions, The Internet and Higher Education, 10, 157, 10.1016/j.iheduc.2007.04.001

Garrison, 2005, Facilitating cognitive presence in online learning: Interaction is not enough, The American Journal of Distance Education, 19, 133, 10.1207/s15389286ajde1903_2

Garrison, 2010, Exploring causal relationships among teaching, cognitive and social presence: Student perceptions of the community of inquiry framework, The Internet and Higher Education, 13, 31, 10.1016/j.iheduc.2009.10.002

Gašević, 2015, Externally-facilitated regulation scaffolding and role assignment to develop cognitive presence in asynchronous online discussions, The Internet and Higher Education, 24, 53, 10.1016/j.iheduc.2014.09.006

Gašević, 2018, Sens: Network analytics to combine social and cognitive perspectives of collaborative learning, Computers in Human Behavior, 92, 562, 10.1016/j.chb.2018.07.003

Gunawardena, 1995, Social presence theory and implications for interaction and collaborative learning in computer conferences, International Journal of Educational Telecommunications, 1, 147

Gutiérrez-Santiuste, 2015, Cognitive presence through social and teaching presence in communities of inquiry: A correlational–predictive study, Australasian Journal of Educational Technology, 31, 10.14742/ajet.1666

Hendler, 1994, Deconvolutions based on singular value decomposition and the pseudoinverse: A guide for beginners, Journal of Biochemical and Biophysical Methods, 28, 1, 10.1016/0165-022X(94)90061-2

Hew, 2008, Attracting student participation in asynchronous online discussions: A case study of peer facilitation, Computers & Education, 51, 1111, 10.1016/j.compedu.2007.11.002

Joksimović, 2014, Psychological characteristics in cognitive presence of communities of inquiry: A linguistic analysis of online discussions, The Internet and Higher Education, 22, 1, 10.1016/j.iheduc.2014.03.001

Kovanović, 2015, Analytics of communities of inquiry: Effects of learning technology use on cognitive presence in asynchronous online discussions, The Internet and Higher Education, 27, 74, 10.1016/j.iheduc.2015.06.002

Kovanović, 2014, What is the source of social capital? the association between social network position and social presence in communities of inquiry, 1

Kovanović, 2016, Towards automated content analysis of discussion transcripts: A cognitive presence case, 15

Kozan, 2016, A comparative structural equation modeling investigation of the relationships among teaching, cognitive and social presence, Online Learning, 20, 210, 10.24059/olj.v20i3.654

Kozan, 2014, Interrelationships between and among social, teaching, and cognitive presence, The Internet and Higher Education, 21, 68, 10.1016/j.iheduc.2013.10.007

Lee, 2014, The relationships between higher order thinking skills, cognitive density, and social presence in online learning, The Internet and Higher Education, 21, 41, 10.1016/j.iheduc.2013.12.002

Mo, 2017, The relationships among the presences of community of inquiry and the perceptions of efl college students in online learning, Multimedia-Assisted Language Learning, 20, 11

Morueta, 2016, Exploring social and cognitive presences in communities of inquiry to perform higher cognitive tasks, The Internet and Higher Education, 31, 122, 10.1016/j.iheduc.2016.07.004

Neto, 2018, Automated analysis of cognitive presence in online discussions written in portuguese, 245

Richardson, 2016, Social presence in online learning: Past, present, and future, 477

Richardson, 2015, Conceptualizing and investigating instructor presence in online learning environments, The International Review of Research in Open and Distributed Learning, 16, 10.19173/irrodl.v16i3.2123

Richardson, 2017, Social presence in relation to students' satisfaction and learning in the online environment: A meta-analysis, Computers in Human Behavior, 71, 402, 10.1016/j.chb.2017.02.001

Rourke, 1999, Assessing social presence in asynchronous text-based computer conferencing, The Journal of Distance Education, 14, 50

Ruxton, 2006, The unequal variance t-test is an underused alternative to student's t-test and the mann–Whitney u test, Behavioral Ecology, 17, 688, 10.1093/beheco/ark016

Schrire, 2006, Knowledge building in asynchronous discussion groups: Going beyond quantitative analysis, Computers & Education, 46, 49, 10.1016/j.compedu.2005.04.006

Shaffer, 2016, A tutorial on epistemic network analysis: Analyzing the structure of connections in cognitive, social, and interaction data, Journal of Learning Analytics, 3, 9, 10.18608/jla.2016.33.3

Shaffer, 2009, Epistemic network analysis: A prototype for 21st-century assessment of learning, International Journal of Learning and Media, 1, 33, 10.1162/ijlm.2009.0013

Shea, 2009, Community of inquiry as a theoretical framework to foster “epistemic engagement” and “cognitive presence” in online education, Computers & Education, 52, 543, 10.1016/j.compedu.2008.10.007

Swan, 2008, Validating a measurement tool of presence in online communities of inquiry, E-mentor, 2, 1

Vaughan, 2006, How blended learning can support a faculty development community of inquiry, Journal of Asynchronous Learning Networks, 10, 139

Yen, 2008, Online social presence: A study of score validity of the computer-mediated communication questionnaire, The Quarterly Review of Distance Education, 9, 297

Yu, 2015, Examining reliability and validity of a korean version of the community of inquiry instrument using exploratory and confirmatory factor analysis, The Internet and Higher Education, 25, 45, 10.1016/j.iheduc.2014.12.004