On-campus or online: examining self-regulation and cognitive transfer skills in different learning settings

This study was set to identify self-regulation skills required for online learning and to characterize cognitive transfer of on-campus and online students. The study included two groups of undergraduate students who studied the same course, but in different settings: online and on-campus. Data collected via an online survey and semi-structured interviews indicated that cognitive strategies and regulation of cognition are significant for successful online learning. Findings also indicated that the online students were more aware of mastery learning and information processing strategies than the on-campus peers. The online students specified the importance of planning, controlling, and evaluation skills for meaningful learning; whereas the on-campus students asserted lack of self-discipline and limited communication skills as barriers for distance learning. Near- and far-transfer components were identified, showing a significant positive correlation with self-regulation skills for both groups of learners.

[1]  Hossam Haick,et al.  Motivation to learn in massive open online courses: Examining aspects of language and social engagement , 2016, Comput. Educ..

[2]  B. Zimmerman,et al.  Self-regulated learning : from teaching to self-reflective practice , 1998 .

[3]  Christine B. McCormick,et al.  Metacognition and Learning , 2003 .

[4]  Sheizaf Rafaeli,et al.  On-line question-posing and peer-assessment as means for web-based knowledge sharing in learning , 2004, Int. J. Hum. Comput. Stud..

[5]  Ruth Drake,et al.  Teaching for Transfer. , 2001 .

[6]  Robyn M. Gillies,et al.  Social interactions that support students' self-regulated learning: A case study of one teacher's experiences , 2015 .

[7]  R. A. Groeneveld,et al.  Practical Nonparametric Statistics (2nd ed). , 1981 .

[8]  Miri Barak,et al.  Distance education: towards an organizational and cultural change in higher education , 2012 .

[9]  Hal Abelson,et al.  The Creation of OpenCourseWare at MIT , 2008 .

[10]  U. Ramnarain Metacognition in Science Education: Trends in Current Research , 2012 .

[11]  M. Cho,et al.  Self-regulated learning: the role of motivation, emotion, and use of learning strategies in students’ learning experiences in a self-paced online mathematics course , 2015 .

[12]  Yen M. To,et al.  Measuring self-regulation in online and blended learning environments , 2009, Internet High. Educ..

[13]  Gregory Schraw Knowledge: Structures and Processes. , 2006 .

[14]  B. Zimmerman Theories of Self-Regulated Learning and Academic Achievement: An Overview and Analysis , 2001 .

[15]  Y. Dori,et al.  Metacognition in science education : trends in current research , 2012 .

[16]  Douglas Kauffman Self-Regulated Learning in Web-Based Environments: Instructional Tools Designed to Facilitate Cognitive Strategy Use, Metacognitive Processing, and Motivational Beliefs , 2004 .

[17]  J. Flavell Speculations about the nature and development of metacognition , 1987 .

[18]  R. Azevedo Using Hypermedia as a Metacognitive Tool for Enhancing Student Learning? The Role of Self-Regulated Learning , 2005 .

[19]  David J. Groggel,et al.  Practical Nonparametric Statistics , 2000, Technometrics.

[20]  Irit Sasson,et al.  A three-attribute transfer skills framework – part I: establishing the model and its relation to chemical education , 2013 .

[21]  B. Zimmerman Self-efficacy and educational development , 1995 .

[22]  Matthew T. McCrudden Do specific relevance instructions promote transfer appropriate processing? , 2011 .

[23]  Eleanor M. Smith,et al.  Relationships of goal orientation, metacognitive activity, and practice strategies with learning outcomes and transfer , 1998 .

[24]  M. Barak,et al.  Lifelong Learning at the Technion: Graduate Students' Perceptions of and Experiences in Distance Learning. , 2012 .

[25]  P. Pintrich Multiple Goals, Multiple Pathways: The Role of Goal Orientation in Learning and Achievement. , 2000 .

[26]  Maryam Hussain,et al.  Investigating grit and its relations with college students’ self-regulated learning and academic achievement , 2015 .

[27]  B. Zimmerman A social cognitive view of self-regulated academic learning. , 1989 .

[28]  Insung Jung,et al.  The distance learner competencies: a three-phased empirical approach , 2011 .

[29]  J. Creswell,et al.  Qualitative research methods: key features and insights gained from use in infection prevention research. , 2008, American journal of infection control.

[30]  Irit Sasson,et al.  Transfer Skills and Their Case-Based Assessment , 2012 .

[31]  J. Flavell Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry. , 1979 .

[32]  Paul R. Pintrich,et al.  Achievement and social motivational influences on help seeking in the classroom. , 1998 .

[33]  Héctor García Rodicio,et al.  Support for self-regulation in learning complex topics from multimedia explanations: do learners need extensive or minimal support? , 2013 .

[34]  R. Sternberg,et al.  Transfer on Trial: Intelligence, Cognition and Instruction , 1993 .

[35]  Hassan M. Selim,et al.  Critical success factors for e-learning acceptance: Confirmatory factor models , 2007, Comput. Educ..

[36]  N. Denzin,et al.  Handbook of Qualitative Research , 1994 .

[37]  Nada Dabbagh,et al.  Using Web-based Pedagogical Tools as Scaffolds for Self-regulated Learning , 2005 .

[38]  I. E. Allen,et al.  Online Report Card: Tracking Online Education in the United States. , 2016 .

[39]  Yehudit Judy Dori,et al.  Enhancing Higher Order Thinking Skills Among Inservice Science Teachers Via Embedded Assessment , 2009 .

[40]  Hsiu-Fang Hsieh,et al.  Three Approaches to Qualitative Content Analysis , 2005, Qualitative health research.

[41]  Jesús Vázquez-Abad,et al.  Fostering Distributed Science Learning Through Collaborative Technologies , 2004 .

[42]  D. Detterman The case for the prosecution: Transfer as an epiphenomenon. , 1996 .

[43]  J. Townsend Teaching/learning strategies. , 1990, Nursing times.

[44]  Robin S Spruce,et al.  Teacher beliefs, knowledge, and practice of self-regulated learning , 2015 .

[45]  Cary J. Roseth,et al.  Effects of four CSCL strategies for enhancing online discussion forums: Social interdependence, summarizing, scripts, and synchronicity , 2016 .

[46]  Gregory Schraw A conceptual analysis of five measures of metacognitive monitoring , 2009 .

[47]  Benjamin Robert Forsyth,et al.  Beyond physics: A case for far transfer , 2012 .

[48]  B. Kramarski,et al.  Preparing Preservice Teachers for Self-Regulated Learning in the Context of Technological Pedagogical Content Knowledge. , 2010 .

[49]  P. Pintrich The role of motivation in promoting and sustaining self-regulated learning , 1999 .