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Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models: A Comparative Study Read chapter Read first chapter

2017 | OriginalPaper | Chapter

Self-Regulated Learning and Online Learning: A Systematic Review

Authors : Noor Latiffah Adam, Fatin Balkis Alzahri, Shaharuddin Cik Soh, Nordin Abu Bakar, Nor Ashikin Mohamad Kamal

Published in: Advances in Visual Informatics

Publisher: Springer International Publishing

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Abstract

Self-regulated learning (SRL) is an academically effective form of learning, which learners must set their goals and make plans before starting to learn. As an ongoing process, learners need to monitor and regulate their cognition, motivation, and behavior as well as reflect on their learning process. These processes will be repeated as a cyclic process. The emerging technologies have changed the learning environments. Technology delivers teaching to learners via online. In online learning, information of education and learners do not share the same physical setting. Online learning should provide opportunities for learners to master necessary tasks. Online learners may use SRL strategies. In this research, we have collected, synthesized, and analyzed 130 articles on various topics related to SRL that published from 1986 to 2017, focusing on online learning and mathematics. We noted several models, phases, and few other topics discussed under SRL.

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Literature
1.
Abdullah, M.F.N.L., et al.: Students’ discourse in learning mathematics with self-regulating strategies. Procedia - Soc. Behav. Sci. 191, 2188–2194 (2015)CrossRef
2.
Agustiani, H., et al.: Self-efficacy and self-regulated learning as predictors of students academic performance. Open Psychol. J. 9(1), 1–6 (2016)CrossRef
3.
Alegre, A.A.: Academic self-efficacy, self-regulated learning and academic performance in first-year university students. Propósitos y Represent. Rev. Psicol. Educ. la USIL 2(1), 101–120 (2014)MathSciNet
4.
Azevedo, R.: Theoretical, conceptual, methodological, and instructional issues in research on metacognition and self-regulated learning: a discussion. Metacogn. Learn. 4(1), 87–95 (2009)CrossRef
5.
Bandura, A.: Social cognitive theory of self-regulation. Organ. Behav. Hum. Decis. Process. 50(2), 248–287 (1991)CrossRef
6.
Bandura, A.: Social foundations of thought and action: A social cognitive theory. Prentice-Hall, Upper Saddle River (1986)
7.
Barnard-brak, L., et al.: Profiles in self-regulated learning in the online learning environment. Int. Rev. Res. Open Distance Learn. 11, 1 (2010)
8.
de Boer, H., et al.: Effective strategies for self-regulated learning : a meta-analysis (2012)
9.
Cetin, B.: Academic motivation and self-regulated learning in predicting academic achievement in college. J. Int. Educ. Res. 11(2), 95–106 (2015)MathSciNet
10.
Cho, M.-H.: The effects of design strategies for promoting students’ self-regulated learning skills on students’ self-regulation and achievements in online learning environments. Assoc. Educ. Commun. Technol. 27(1999), 19–23 (2004)
11.
Cifarelli, V., et al.: Associations of students’ beliefs with self-regulated problem solving in college Algebra. J. Adv. Acad. 21(2), 204–232 (2010)CrossRef
12.
De Corte, E., et al.: Self-regulation of mathematical knowledge and skills. In: Handbook of Self-Regulation Learning Performance, May 2016 (2011)
13.
Delen, E., Liew, J.: The use of interactive environments to promote self-regulation in online learning: a literature review. Eur. J. Contemp. Educ. 15(1), 24–33 (2016)
14.
Fauzi, K.M.A.: The enhancement of student’s mathematical connection ability and self-regulation learning with metacognitive learning approach in junior high school. In: 7th International Conference Research and Education in Mathematics, pp. 174–179 (2015)
15.
Hodges, C.B., Kim, C.: Email, self-regulation, self-efficacy, and achievement in a college online mathematics course. J. Educ. Comput. Res. 43(2), 207–223 (2010)CrossRef
16.
Huang, Y.-M., et al.: Supporting self-regulated learning in web 2.0 contexts. Turkish Online J. Educ. Technol. - TOJET 11(2), 187–195 (2012)
17.
Jain, S., Dowson, M.: Mathematics anxiety as a function of multidimensional self-regulation and self-efficacy. Contemp. Educ. Psychol. 34(3), 240–249 (2009)CrossRef
18.
Jones, M.H., et al.: Homophily among peer groups members’ perceived self-regulated learning. J. Exp. Educ. 78, 378–394 (2010)CrossRef
19.
Junus, K., et al.: Social, cognitive, teaching, and metacognitive presence in general and focus group discussion: case study in blended e-learning Linear Algebra class. In: Proceedings of - Frontiers in Education Conference (FIE. 2015), February 2015
20.
Kitsantas, A.: Fostering college students’ selfregulated learning with learning technologies. Hell. J. Psychol. 10(3), 235–252 (2013)
21.
Kramarski, B., et al.: How can self-regulated learning support the problem solving of third-grade students with mathematics anxiety? Math. Educ. 42(2), 179–193 (2010)
22.
Lai, C.-L., Hwang, G.-J.: A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics course. Comput. Educ. 100(May), 126–140 (2016)CrossRef
23.
Leidinger, M., Perels, F.: Training self-regulated learning in the classroom: development and evaluation of learning materials to train self-regulated learning during regular mathematics lessons at primary school. Educ. Res. Int. 2012, 1–14 (2012)CrossRef
24.
Loch, B., Mcloughlin, C.: An instructional design model for screencasting: engaging students in self-regulated learning. In: ASCILITE 2011 Changing Demands, Changing Directions, pp. 816–821 (2011)
25.
Magno, C.: Developing and assessing self-regulated learners. Assess. Handb. Contin. Educ. Progr. 1, 26–41 (2015)
26.
Marchis, I., Balogh, T.: Secondary school pupils’ self-regulated learning skills. Acta Didact. Napocensia 3(3), 147–152 (2010)
27.
Mcmahon, M., Oliver, R.: Promoting self-regulated learning in an on-line environment. In: World Conference on Educational Multimedia, Hypermedia and Telecommunications, pp. 1299–1305 (2001)
28.
Means, B. et al.: Evaluation of Evidence-Based Practices in Online Learning. Structure, p. 66 (2009)
29.
Moos, D.C., Ringdal, A.: Self-regulated learning in the classroom: a literature review on the teacher’s role. Educ. Res. Int. 2012, 1–15 (2012)CrossRef
30.
Núñez, J.C., et al.: Implementation of training programs in self-regulated learning strategies in moodle format: results of a experience in higher education. Psicothema 23(2), 274–281 (2011)
31.
Nussbaumer, A., et al.: A competence-based service for supporting self-regulated learning in virtual environments. J. Learn. Anal. 2(1), 101–133 (2015)CrossRef
32.
Pajares, F., Valiante, G.: Students’self-efficacy in their self-regulated learning strategies: a developmental perspective. Psychol. Int. J. Psychol. Orient. 45(4), 211–221 (2002)
33.
Panadero, E.: A review of self-regulated learning: six models and four directions for research. Front. Psychol. 8, 1–28 (2017)CrossRef
34.
Perels, F., et al.: Is it possible to improve mathematical achievement by means of self-regulation strategies? Evaluation of an intervention in regular math classes. Eur. J. Psychol. Educ. 24(1), 17–31 (2009)CrossRef
35.
Phan, H.P.: The Development of english and mathematics self-efficacy: a latent growth curve analysis. J. Educ. Res. 105(3), 196–209 (2012)CrossRef
36.
Pintrich, P.R.: The role of goal orientation in self-regulated learning. In: Handbook of Self-Regulation (2000)
37.
Rahimi, E., et al.: A learning model for enhancing the student’s control in educational process using web 2.0 personal learning environments. Br. J. Educ. Technol. 46(4), 780–792 (2015)CrossRefMathSciNet
38.
Rogers, D., Swam, K.: Self-regulated learning and internet searching. Teach. Coll. Rec. 106(9), 1804–1824 (2004)CrossRef
39.
Roll, I., Winne, P.H.: Understanding, evaluating, and supporting self-regulated learning using learning analytics. J. Learn. Anal. 2(1), 7–12 (2015)CrossRef
40.
Salmerón-Pérez, H., et al.: Self-regulated learning, self-efficacy beliefs and performance during the late childhood. Relieve - e-J. Educ. Res. Assess. Eval. 16(2), 1–18 (2010)
41.
Sartawi, A., et al.: Predicting mathematics achievement by motivation and self-efficacy across gender and achievement levels. Interdiscip. J. Teach. Learn. 2(2), 59–77 (2012)
42.
Schunk, D.: Self-evaluation and self-regulated learning. Graduate School and University Center, City University of New York (1996)
43.
Schunk, D.H., Zimmerman, B.J. (eds.): Self-regulation of Learning and Performance: Issues and Educational Applications. Lawrence Erlbaum Associates Inc., New Jersey (1994)
44.
Shih, S.: Children’s self-efficacy beliefs, goal-setting behaviors, and self-regulated learning. J. Natl Taipei Teachers Coll. 15, 265–282 (2002)
45.
Shukor, N.A., et al.: A preliminary study on socially shared regulation during online collaborative mathematics learning. In: 2015 IEEE Conference on e-Learning, e-Management e-Services, IC3e 2015, pp. 1–7 (2016)
46.
Sperling, R.A., et al.: Metacognition and self-regulated learning constructs. Educ. Res. Eval. 10(2), 117–139 (2004)CrossRef
47.
Tzohar-Rozen, M., Kramarski, B.: Metacognition, motivation and emotions: contribution of self-regulated learning to solving mathematical problems. Glob. Educ. Rev. 1(4), 76–95 (2014)
48.
Virtanen, P., et al.: Self-regulation in higher education: students’ motivational, regulational and learning strategies, and their relationships to study success. Stud. Learn. Soc. 3, 1–2 (2015)CrossRef
49.
Wadsworth, L.M., et al.: Online mathematics achievement: effects of learning strategies and self-efficacy. J. Dev. Educ. 30(3), 6–14 (2007)MathSciNet
50.
Wigfield, A. et al.: Influences on the development of academic self-regulatory processes. In: Handbook of Self-regulation of Learning and Performance, pp. 33–48 (2011)
51.
Williamson, G.: Self-regulated learning: an overview of metacognition, motivation and behaviour. J. Init. Teach. Inq. 1, 25–27 (2015)
52.
Yidizli, H., Saban, A.: The effect of self-regulated learning on sixth-grade Turkish students’ mathematics achievements and motivational beliefs. Cogent Educ. 3(1), 1–17 (2016)
53.
Zimmerman, B.J.: A social cognitive view of self-regulated academic learning. J. Educ. Psychol. 81(3), 329–339 (1989)CrossRefMathSciNet
54.
Zimmerman, B.J.: Becoming a self-regulated learner: an overview. Theory Pract. 41(2), 64–70 (2002)CrossRef
55.
Zimmerman, B.J.: Investigating self-regulation and motivation: historical background, methodological developments, and future prospects. Am. Educ. Res. J. 45(1), 166–183 (2008)CrossRefMathSciNet
56.
Zimmerman, B.J.: Self-regulated learning and academic achievement: an overview. Educ. Psychol. 25, 3–17 (1990)CrossRef
57.
Zimmerman, B.J., Martinez-Pons, M.: Pursuing Academic Self Regulation: a 20-Year Methodological Quest. McGraw Hill, Singapore (2004)
58.
Zimmerman, B.J., Martinez-Pons, M.: Development of a structured interview for assessing student use of self-regulated learning strategies. Am. Educ. Res. J. 23(4), 614–628 (1986)CrossRef
59.
Zimmerman, B.J., Schunk, D.H. (eds.): Self-regulated learning: from teaching to self-reflective practice. Guilford Publications Inc., New York (1998)
60.
Metadata
Title
Self-Regulated Learning and Online Learning: A Systematic Review
Authors
Noor Latiffah Adam
Fatin Balkis Alzahri
Shaharuddin Cik Soh
Nordin Abu Bakar
Nor Ashikin Mohamad Kamal
Copyright Year
2017
Book
Advances in Visual Informatics

Print ISBN: 978-3-319-70009-0

Electronic ISBN: 978-3-319-70010-6

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-70010-6_14

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