Past and Present of Self-Regulated Learning (SRL) in Digital Learning Environment (DLE): A Meta-Empirical Review

Taking into consideration all the work that has been done in the field of regulating the learning processes that happen in one's own mind, there arises a thirst to review all the existing models of self- regulated learning that have been discovered and implemented until now. A considerable number of researchers and their research have long recognized the potential and benefits of the instructional tools available in digital learning environments (DLEs) which are particularly helpful for learners to develop self-regulated learning (SRL) behaviors. This has led to the discussion of a comprehensive analysis and zooming in to novel features in sheer volume of available literature, which is covered in this paper. A comprehensive analysis over models in chronological order is conducted under following aspects: model evaluation, measuring instruments for learning strategy and supported empirical results. Accumulating all this knowledge into this paper will rather be beneficial to researchers as they will obtain the required theoretical insights gained from the provided meta-analytic evidence. This will enable those people who work with digital learning environments to think about and explicitly take note of the degree to which learners have gained this novel capacity of self-learning.

[1]  B. Zimmerman,et al.  Self-Efficacy: An Essential Motive to Learn. , 2000, Contemporary educational psychology.

[2]  P. Pintrich,et al.  Reliability and Predictive Validity of the Motivated Strategies for Learning Questionnaire (Mslq) , 1993 .

[3]  Jonna Malmberg,et al.  How Individual Self-Regulation Affects Group Regulation and Performance , 2015 .

[4]  Feng Wang,et al.  Design-based research and technology-enhanced learning environments , 2005 .

[5]  B. Zimmerman.  Attaining self-regulation: A social cognitive perspective. , 2000 .

[6]  Mohammed S. Chowdhury,et al.  Self-Efficacy, Motivation and Their Relationship to Academic Performance of Bangladesh College Students. , 2007 .

[7]  R. Bjork,et al.  Self-regulated learning: beliefs, techniques, and illusions. , 2013, Annual review of psychology.

[8]  T. O. Nelson.  Metamemory: A Theoretical Framework and New Findings , 1990 .

[9]  Barry J. Zimmerman,et al.  Self-Regulation Differences during Athletic Practice by Experts, Non-Experts, and Novices , 2001 .

[10]  B. Zimmerman,et al.  Enhancing self-reflection and mathematics achievement of at-risk urban technical college students , 2011 .

[11]  M. Boekaerts,et al.  Self-Regulation in the Classroom: A Perspective on Assessment and Intervention , 2005 .

[12]  Anastasia Kitsantas,et al.  Acquiring writing revision skill : Shifting from process to outcome self-regulatory goals , 1999 .

[13]  P. Pintrich,et al.  Beyond Cold Conceptual Change: The Role of Motivational Beliefs and Classroom Contextual Factors in the Process of Conceptual Change , 1993 .

[14]  Traci Sitzmann,et al.  A meta-analysis of self-regulated learning in work-related training and educational attainment: what we know and where we need to go. , 2011, Psychological bulletin.

[15]  R. Azevedo,et al.  A Theoretical Review of Winne and Hadwin’s Model of Self-Regulated Learning: New Perspectives and Directions , 2007 .

[16]  Anastasia Kitsantas,et al.  Developmental phases in self-regulation : Shifting from process goals to outcome goals , 1997 .

[17]  B. Schmitz,et al.  Assessing self-regulated learning using diary measures with university students , 2011 .

[18]  A. Efklides.  Interactions of Metacognition With Motivation and Affect in Self-Regulated Learning: The MASRL Model , 2011 .

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

[20]  A. Efklides.  Metacognition Defining : Its Facets and Levels of Functioning in Relation to Self-Regulation and Co-regulation , 2008 .

[21]  Gregory Schraw,et al.  Issues in the measurement of metacognition , 2000 .

[22]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[23]  Markku Niemivirta,et al.  Self-Regulated Learning: Finding a Balance between Learning Goals and Ego-Protective Goals , 2000 .

[24]  A. Efklides.  How Does Metacognition Contribute to the Regulation of Learning? An Integrative Approach , 2014 .

[25]  B. Çetin.  The Influence of Pintrich’s Self-regulated Learning Model on Elementary Teacher Candidates in a Life Science Course , 2017 .

[26]  Philip H. Winne,et al.  A METACOGNITIVE VIEW OF INDIVIDUAL DIFFERENCES IN SELF-REGULATED LEARNING , 1996 .

[27]  M. Boekaerts.  Subjective competence, appraisals and self-assessment , 1991 .

[28]  A. Efklides.  The role of metacognitive experiences in the learning process. , 2009, Psicothema.

[29]  R. Mayer,et al.  A tribute to Paul R. Pintrich's contributions to Psychology and Education. , 2004 .

[30]  Philip H. Winne,et al.  Learning from Learning Kits: gStudy Traces of Students’ Self-Regulated Engagements with Computerized Content , 2006 .

[31]  M. Boekaerts,et al.  The Adaptable Learning Process: Initiating and Maintaining Behavioural Change , 1992 .

[32]  R. Gunn,et al.  Applying a dual process model of self-regulation: The association between executive working memory capacity, negative urgency, and negative mood induction on pre-potent response inhibition. , 2015, Personality and individual differences.

[33]  Karl Steffens,et al.  Self‐Regulated Learning in Technology‐Enhanced Learning Environments: lessons of a European peer review , 2006 .

[34]  B. Zimmerman.  Becoming a Self-Regulated Learner: Which Are the Key Subprocesses?. , 1986 .

[35]  Philip H. Winne,et al.  Inherent details in self-regulated learning , 1995 .

[36]  Ido Roll,et al.  Understanding, evaluating, and supporting self-regulated learning using learning analytics , 2015, J. Learn. Anal..

[37]  Liesbeth Kester,et al.  Self-regulation of secondary school students: self-assessments are inaccurate and insufficiently used for learning-task selection , 2018 .

[38]  Bernhard Schmitz,et al.  Assessing self-regulated learning in higher education: a systematic literature review of self-report instruments , 2016 .

[39]  A. Efklides.  Metacognition and Affect: What Can Metacognitive Experiences Tell Us about the Learning Process?. , 2006 .

[40]  M. Boekaerts,et al.  The Interface between Intelligence and Personality as Determinants of Classroom Learning , 1995 .

[41]  Allyson Hadwin,et al.  Innovative ways for using gStudy to orchestrate and research social aspects of self-regulated learning , 2010, Comput. Hum. Behav..

[42]  Gerard Seegers,et al.  Motivational and Gender Differences: Sixth-Grade Students' Mathematical Problem-Solving Behavior. , 2000 .

[43]  M. Boekaerts.  Motivated learning: bias in appraisals , 1988 .

[44]  Anastasia Kitsantas,et al.  Comparing Self-Regulatory Processes Among Novice, Non-Expert, and Expert Volleyball Players: A Microanalytic Study , 2002 .

[45]  D. Shen,et al.  Self-regulation in online learning , 2013 .

[46]  S. Järvelä,et al.  Socially Shared Regulation of Learning: A Review , 2015 .

[47]  S. Järvelä,et al.  New Frontiers: Regulating Learning in CSCL , 2013 .

[48]  M. Puustinen,et al.  Models of Self-regulated Learning: A review , 2001 .

[49]  P. Pintrich.  The role of goal orientation in self-regulated learning. , 2000 .

[50]  Ernesto Panadero,et al.  A Review of Self-regulated Learning: Six Models and Four Directions for Research , 2017, Front. Psychol..

[51]  Genevieve Marie Johnson,et al.  Self-regulated learning in digital environments: theory, research, praxis , 2014 .

[52]  Jonna Malmberg,et al.  Recognizing socially shared regulation by using the temporal sequences of online chat and logs in CSCL , 2016 .

[53]  Moshe Barak.  Motivating self-regulated learning in technology education , 2010 .

[54]  P. Pintrich.  A Motivational Science Perspective on the Role of Student Motivation in Learning and Teaching Contexts. , 2003 .

[55]  Daniel C. Moos,et al.  Self-Regulated Learning in the Classroom: A Literature Review on the Teacher's Role , 2012 .

[56]  Tedd Keating,et al.  Training Physical Education Students to Self-Regulate During Basketball Free Throw Practice , 2006, Research quarterly for exercise and sport.

[57]  Simone Volet,et al.  Cognitive and affective variables in academic learning: The significance of direction and effort in students' goals , 1997 .

[58]  M. Boekaerts.  Personality and the psychology of learning , 1996 .

[59]  P. Pintrich.  A Conceptual Framework for Assessing Motivation and Self-Regulated Learning in College Students , 2004 .

[60]  B. Zimmerman.  Self-regulating academic learning and achievement: The emergence of a social cognitive perspective , 1990 .

[61]  K. Plakitsi,et al.  Affect and Cognitive Interference: An Examination of Their Effect on Self-Regulated Learning , 2012 .

[62]  M. Boekaerts,et al.  Emotions, Emotion Regulation, and Self-Regulation of Learning , 2011 .