Science for Education Today, 2020, vol. 10, no. 5, pp. 104–118
UDC: 
159.953+378

Undergraduate students’ metacognition of learning (with the main focus on students with different levels of mental self-regulation)

Perikova E. I. 1 (Saint-Petersburg, Russian Federation), Bysova V. M. 1 (Saint-Petersburg, Russian Federation)
1 Saint-Petersburg State University
Abstract: 

Introduction. A number of researchers have reported the influence of metacognition and self-regulation on learning and academic performance. However, to date there has been little agreement on how these processes are related to each other.
This study is aimed at identifying the relationship between metacognition and mental self-regulation of learning, as well as comparing the components of metacognitive awareness among students with different levels of mental self-regulation.
Materials and Methods. A theoretical framework of this study included J. Flavell and A. Brown’s Metacognition Theory; Konopkin’s Structural-Functional Approach to Studying Conscious Self-Regulation and B. Zimmerman’s Self-Regulated Learning Theory.
The study used the following psychological testing techniques: (a) V. Morosanova’s Style of Behaviour self-regulation questionnaire, (b) G. Schraw & R. Dennison’s Metacognitive Awareness Inventory (short version) adapted by Perikova and Byzova, (c) E. Y. Mandrikova’s Self-regulation questionnaire, (d) D. V. Lyusin’s Emotional intelligence inventory, (e) D. A. Leontiev’s Differential reflexivity diagnostic.
The sample consisted of 186 students of St. Petersburg State University aged 19,51±1,39 years.
Results. The results indicate a wide range of relationships between mental self-regulation and metacognitive, cognitive, motivational and emotional components. Self-regulation is primarily linked with metacognitive processes of control and regulation of cognition, as well as cognition management.
Metacognitive awareness of general and individual patterns, cognitive abilities and strategies are included in the process of self-regulation to a lesser extent. However, the results of factor analysis and regression analysis indicate that metacognition components did not affect self-regulation. Analysis of the variance confirmed that individuals with a low level of self-regulation demonstrate significantly less pronounced metacognitive, motivational and emotional components.
Conclusions. The study demonstrates the systemic nature of the relationship between mental self-regulation and metacognitive components, as well as cognitive, motivational and emotional components.

For citation:
Perikova E. I., Bysova V. M. Undergraduate students’ metacognition of learning (with the main focus on students with different levels of mental self-regulation). Science for Education Today, 2020, vol. 10, no. 5, pp. 104–118. DOI: http://dx.doi.org/10.15293/2658-6762.2005.06
References: 
  1. Metcalfe J., Shimamura A. P. Metacognition: Knowing about knowing. Cambridge: The MIT Press, 1994. 350 p. DOI: https://doi.org/10.7551/mitpress/4561.001.0001
  2.  Karpov A. V., Skityaeva I. M. Psychology of metaсognitive Personality Processes. Moscow: Institute of psychology Russian academy of sciences Publ., 2005. 344 p. (In Russian) URL: https://elibrary.ru/item.asp?id=20086224
  3.  Bolotova A. K., Puretsky M. M. Concepts of self-regulation: A historical retrospective. Cultural-Historical Psychology, 2015, vol. 11 (3), pp. 64–74. (In Russian) DOI: https://doi.org/10.17759/chp.2015110306  URL: https://elibrary.ru/item.asp?id=24302512
  4.  Byzova V. M., Lovyagina A. E., Perikova E. I. A metacognitive approach to diagnosing difficulties in students mental self-regulation. Russian Psychological Journal, 2019, vol. 16 (2), pp. 25–42. (In Russian) DOI: https://doi.org/10.21702/rpj.2019.2.2 URL: https://elibrary.ru/item.asp?id=41102100
  5.  Dinsmore D. L., Alexander P. A., Loughlin S. M. Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning. Educational Psychology Review, 2008, vol. 20, pp.  391–409. DOI: https://doi.org/10.1007/s10648-008-9083-6
  6.  Morosanova V. I., Fomina T. G., Kovas Y. V., Bogdanova O. E. Regulatory and cognitive predictors of students'' mathematical success. Psychological Journal, 2014, vol. 35 (4), pp. 35–46. (In Russian) URL: https://www.elibrary.ru/item.asp?id=21836177
  7.  De Corte E. Learning design: Creating powerful learning environments for self-regulation skills. Educational Studies Moscow, 2019, no. 4, pp. 30–46. (In Russian) DOI: https://doi.org/10.17323/1814-9545-2019-4-30-46 URL: https://elibrary.ru/item.asp?id=41505548
  8.  Konopkin О. А. Psychological Mechanisms of Self-regulation. Moscow: Institute of psychology Russian academy of sciences, 2010. 316 p. (In Russian) URL: https://www.elibrary.ru/item.asp?id=20107901  
  9.  Morosanova V. I. Self-regulation and individuality of the person. Moscow: Nauka, 2012. 519 p. (In Russian) URL: https://www.elibrary.ru/item.asp?id=20109382
  10.  Taub M., Azevedo R., Rajendran R., Cloude E. B., Biswas G., Price M. J.  How are students’ emotions related to the accuracy of cognitive and metacognitive processes during learning with an intelligent tutoring system? Learning and Instruction, 2019, pp. 101200. DOI: https://doi.org/10.1016/j.learninstruc.2019.04.001 
  11.  Papleontiou-Louca E. The concept and instruction of metacognition. Teacher Development, 2003, vol. 7 (1), pp. 9–30. DOI: https://doi.org/10.1080/13664530300200184
  12.  Efklides A. Interactions of metacognition with motivation and affect in self-regulated learning: The MASRL model. Educational Psychology, 2011, vol. 46, pp. 6–25. DOI: https://doi.org/10.1080/00461520.2011.538645
  13.  Perikova E. I., Loviagina A. E., Bysova V. M. Metacognitive strategies of decision making in educational activities: efficiency in higher education. Science for Education Today, 2019, vol.  9  (4), pp. 19–35. (In Russian) DOI: http://dx.doi.org/10.15293/2658-6762.1904.02 URL: https://elibrary.ru/item.asp?id=39256952
  14.  Karpov A. V. Metasystem organization of individual qualities of personality. Yaroslavl: P. G. Demidov Yaroslavl State University, 2018. 744 p. (In Russian) URL: https://www.elibrary.ru/item.asp?id=35504513
  15.  Leontiev D., Osin E. “Good” and “bad” reflection: From an explanatory model to differential assessment. Psychology. Journal of Higher School of Economics, 2014, vol. 11 (4), pp. 110–135. (In Russian) URL: https://elibrary.ru/item.asp?id=24899593 
  16.  Schraw G., Dennison R. S. Assessing metacognitive awareness. Contemporary Educational Psychology, 1994, vol. 19 (4), pp. 460–475. DOI: http://dx.doi.org/10.1006/ceps.1994.1033
  17.  Byzova V. M., Perikova E. I., Loviagina A. E. Metacognitive awareness in the system of students mental self-regulation. Siberian Journal of Psychology, 2019, no. 73, pp. 126–140. (In Russian) DOI: http://dx.doi.org/10.17223/17267080/73/8   URL: https://elibrary.ru/item.asp?id=41238940 
  18.  De Corte E. Constructive, self-regulated, situated and collaborative (CSSC) learning: An approach for the acquisition of adaptive competence. Journal of Education, 2017, vol. 192 (2-3). pp. 33–47. DOI: http://dx.doi.org/10.1177/0022057412192002-307 
  19.  Panadero E. A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 2017, vol. 8, pp. 422. DOI: http://dx.doi.org/10.3389/fpsyg.2017.00422  
  20.  Schukajlow S., Rakoczy K., Pekrun R. Emotions and motivation in mathematics education: Theoretical considerations and empirical contributions. ZDM, 2017, vol. 49, pp. 307–322. DOI:  http://dx.doi.org/10.1007/s11858-017-0864-6
  21.  Vega D., Torrubia R., Marco-Pallarés J., Soto A., Rodriguez-Fornells A. Metacognition of daily self-regulation processes and personality traits in borderline personality disorder. Journal of Affective Disorders, 2020, vol. 267, pp. 243–250. DOI: https://doi.org/10.1016/j.jad.2020.02.033 
  22.  Solem S., Hagen R., Wang C. E., Hjemdal O., Waterloo K., Eisemann M., Halvorsen M. Metacognitions and mindful attention awareness in depression: A comparison of currently depressed, previously depressed and never depressed individuals. Clinical Psychology & Psychotherapy, 2017, vol. 24 (1), pp. 94–102. DOI: https://doi.org/10.1002/cpp.1983 
  23.  Aydın O., Balıkçı K., Çökmüş F. P. Ünal Aydın P. The evaluation of metacognitive beliefs and emotion recognition in panic disorder and generalized anxiety disorder: Effects on symptoms and comparison with healthy control. Nordic Journal of Psychiatry, 2019, vol. 73 (4–5), pp. 293–301. DOI: https://doi.org/10.1080/08039488.2019.1623317
  24.  Oppong E., Shore B. M., Muis K. R. Clarifying the connections among giftedness, metacognition, self-regulation, and self-regulated learning: Implications for theory and practice. Gifted Child Quarterly, 2019, vol. 63 (2), pp. 102–119. DOI: https://doi.org/10.1177/0016986218814008
  25.  Dinsmore D. L. Examining the ontological and epistemic assumptions of research on metacognition, self-regulation and self-regulated learning. Educational Psychology, 2017, vol.  37  (9), pp. 1125–1153. DOI: https://doi.org/10.1080/01443410.2017.1333575
Date of the publication 31.10.2020