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Erschienen in: Education and Information Technologies 2/2020

27.01.2020

A computer design method of an effective educational trajectory in blended learning based on students’ assessment

verfasst von: E. M. Ivanova, A. V. Vishnekov

Erschienen in: Education and Information Technologies | Ausgabe 2/2020

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Abstract

The problem of students’ motivation to learn an ever-increasing amount of knowledge (especially in the field of information and communication technologies) is more relevant than ever. This problem can be solved on the basis of students’ active involvement in the educational process. This paper surveys modern approaches to motivate students to participate actively in the educational process. A method of involving students in the process of developing a scenario for taking blended learning courses in the university digital educational environment is proposed. The paper provides a detailed description of the method used to design the most preferred educational trajectory with the participation of students, teachers and the university administration. This method was tested by students in the Computer Systems and Networks master’s program at the National Research University Higher School of Economics (Russia). The paper provides the methodology and the results of a student survey to assess the preference for various educational trajectory components (educational elements). These elements are ranked according to the criteria set by three sides of the educational process (students, teachers and the university experts). Thus, three possible educational trajectories are constructed according to each group’s preferences. The final educational trajectory is formed according to the ranking method and the Kemeny-Snell median method. A comparison of learning outcomes before and after introducing the design method of an educational trajectory confirms the effectiveness of the proposed method. The diagram of changes in the average grade in the discipline illustrates the positive results of the method’s usage.

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Fußnoten
1
The results received for all elements are not given in the article for their large volume.
 
2
mDSS is an original software developed by NRU HSE students (Figure 3) that realises the Kemeny-Snell median method (named MinDistanceMethod here).
 
Literatur
Zurück zum Zitat Aleskerov, F., Bouyssou, D., & Monjardet, B. (2007). Utility maximization, choice and preference. 2nd edition. Berlin, Heidelberg, New York: Springer.MATH Aleskerov, F., Bouyssou, D., & Monjardet, B. (2007). Utility maximization, choice and preference. 2nd edition. Berlin, Heidelberg, New York: Springer.MATH
Zurück zum Zitat Amodio, S., D’Ambrosio, A., & Siciliano, R. (2016). Accurate algorithms for identifying the median ranking when dealing with weak and partial ranking under the Kemeny axiomatic approach. European Journal of Operational Research, 249(2), 667–676.MathSciNetMATHCrossRef Amodio, S., D’Ambrosio, A., & Siciliano, R. (2016). Accurate algorithms for identifying the median ranking when dealing with weak and partial ranking under the Kemeny axiomatic approach. European Journal of Operational Research, 249(2), 667–676.MathSciNetMATHCrossRef
Zurück zum Zitat Brint, S. (2017). Schools and societies (3rd ed.). Stanford: Stanford University Press. Brint, S. (2017). Schools and societies (3rd ed.). Stanford: Stanford University Press.
Zurück zum Zitat Danilov, A. N., Kon, E., Lobov, N. V., Matushkin, N. N., Freyman, V. I., & Yuzhakov, A. A. (2014). Practice of independently established standards for higher education and programs development and application. Higher education in Russia, 6, 5–14 [In Russian]. Danilov, A. N., Kon, E., Lobov, N. V., Matushkin, N. N., Freyman, V. I., & Yuzhakov, A. A. (2014). Practice of independently established standards for higher education and programs development and application. Higher education in Russia, 6, 5–14 [In Russian].
Zurück zum Zitat De Grez, L., Valcke, M., & Roozen, I. (2012). How effective are self- and peer-assessment of oral presentation skills compared with teachers’ assessments. Active Learning in Higher Education, 13(2), 129–142.CrossRef De Grez, L., Valcke, M., & Roozen, I. (2012). How effective are self- and peer-assessment of oral presentation skills compared with teachers’ assessments. Active Learning in Higher Education, 13(2), 129–142.CrossRef
Zurück zum Zitat Garrison, D. R., & Vaughan, N. D. (2008). Blended learning in higher education: Framework, principles, and guidelines. San Francisco: Jossey-Bass. Garrison, D. R., & Vaughan, N. D. (2008). Blended learning in higher education: Framework, principles, and guidelines. San Francisco: Jossey-Bass.
Zurück zum Zitat Hwang, A., & Arbaugh, J. B. (2006). Virtual and traditional feedback-seeking behaviors: Underlying competitive attitudes and consequent grade performance. Decision Sciences Journal of Innovative Education, 4(1), 1–28.CrossRef Hwang, A., & Arbaugh, J. B. (2006). Virtual and traditional feedback-seeking behaviors: Underlying competitive attitudes and consequent grade performance. Decision Sciences Journal of Innovative Education, 4(1), 1–28.CrossRef
Zurück zum Zitat Kao, C. (2010). Weight determination for consistently ranking alternatives in multiple criteria decision analysis. Applied Mathematical Modelling, 34(7), 1779–1787.MathSciNetMATHCrossRef Kao, C. (2010). Weight determination for consistently ranking alternatives in multiple criteria decision analysis. Applied Mathematical Modelling, 34(7), 1779–1787.MathSciNetMATHCrossRef
Zurück zum Zitat Kemeny, J. G., & Snell, J. L. (1962). Mathematical models in the social sciences. New York: Blaisdell.MATH Kemeny, J. G., & Snell, J. L. (1962). Mathematical models in the social sciences. New York: Blaisdell.MATH
Zurück zum Zitat Kemeny, J., & Snell, J. (1972). Cybernetic modeling. New York: Some Applications. Kemeny, J., & Snell, J. (1972). Cybernetic modeling. New York: Some Applications.
Zurück zum Zitat Kon, E. L., Freyman, V. I., & Yuzhakov, A. A. (2013). Practical approach to the formation of the competence model for a technical university graduate. Universitetskoe upravlenie: praktika i analiz, 2(84), 52–58 [In Russian]. Kon, E. L., Freyman, V. I., & Yuzhakov, A. A. (2013). Practical approach to the formation of the competence model for a technical university graduate. Universitetskoe upravlenie: praktika i analiz, 2(84), 52–58 [In Russian].
Zurück zum Zitat Kruglikov, V. N. (1998). Active learning in a technical college: Theory, technology, practice. St. Petersburg: VITU. [In Russian]. Kruglikov, V. N. (1998). Active learning in a technical college: Theory, technology, practice. St. Petersburg: VITU. [In Russian].
Zurück zum Zitat Kuzminov, Y. I., & Frumin, I. D. (2018). Twelve solutions for new education. Report, Center for Strategic Research and Higher school of Economics. Kuzminov, Y. I., & Frumin, I. D. (2018). Twelve solutions for new education. Report, Center for Strategic Research and Higher school of Economics.
Zurück zum Zitat Larichev, O. I. (2002). Theory and methods decision-making, and also Chronicle events in the Magic Countries. 2nd revised edition. Moscow: Logos Publishing House [In Russian]. Larichev, O. I. (2002). Theory and methods decision-making, and also Chronicle events in the Magic Countries. 2nd revised edition. Moscow: Logos Publishing House [In Russian].
Zurück zum Zitat Lobanov, A. A. (2015). Preference method as a decision support tool. Perspectives of science and education, 2(14), 36–43 [In Russian]. Lobanov, A. A. (2015). Preference method as a decision support tool. Perspectives of science and education, 2(14), 36–43 [In Russian].
Zurück zum Zitat Martinez, S. M., O’Brien, M., Roberts, K., & Whyte, D. (2018). Critical pedagogy and assessment in higher education: The ideal of ‘authenticity’ in learning. Active Learning in Higher Education, 19(1), 9–21.CrossRef Martinez, S. M., O’Brien, M., Roberts, K., & Whyte, D. (2018). Critical pedagogy and assessment in higher education: The ideal of ‘authenticity’ in learning. Active Learning in Higher Education, 19(1), 9–21.CrossRef
Zurück zum Zitat Raghunath, R., Anker, C., & Nortcliffe, A. (2018). Are academics ready for smart learning? British Journal of Educational Technology, 49(1), 182–197.CrossRef Raghunath, R., Anker, C., & Nortcliffe, A. (2018). Are academics ready for smart learning? British Journal of Educational Technology, 49(1), 182–197.CrossRef
Zurück zum Zitat Ramos, M. (2003). Auditors’ responsibility for fraud detection. Journal of Accountancy, 195(1), 28–36. Ramos, M. (2003). Auditors’ responsibility for fraud detection. Journal of Accountancy, 195(1), 28–36.
Zurück zum Zitat Renkl, A. R., Atkinson, K. U., Maier, H., & Staley, R. (2002). From example study to problem solving: Smooth transitions help learning. Journal of Experimental Education, 70(4), 293–315.CrossRef Renkl, A. R., Atkinson, K. U., Maier, H., & Staley, R. (2002). From example study to problem solving: Smooth transitions help learning. Journal of Experimental Education, 70(4), 293–315.CrossRef
Zurück zum Zitat Saaty, T. L. (1980). Decision making for leaders: The analytic hierarchy process for decisions in a complex world. Pittsburgh: RWS Publications. Saaty, T. L. (1980). Decision making for leaders: The analytic hierarchy process for decisions in a complex world. Pittsburgh: RWS Publications.
Zurück zum Zitat Schmenner, R. W. (2013). Teaching as theatre. Decision Sciences: Journal of Innovative Education, 11(3), 213–219. Schmenner, R. W. (2013). Teaching as theatre. Decision Sciences: Journal of Innovative Education, 11(3), 213–219.
Zurück zum Zitat Sorgenfrei, C., & Smolnik, S. (2016). The effectiveness of e-learning systems: A review of the empirical literature on learner control. Decision Sciences: Journal of Innovative Education, 14(2), 154–184. Sorgenfrei, C., & Smolnik, S. (2016). The effectiveness of e-learning systems: A review of the empirical literature on learner control. Decision Sciences: Journal of Innovative Education, 14(2), 154–184.
Zurück zum Zitat Stanton, W. W., & Stanton, A. D. (2017). Traditional and online learning in executive education: How both will survive and thrive. Decision Sciences: Journal of Innovative Education, 15(1), 8–24. Stanton, W. W., & Stanton, A. D. (2017). Traditional and online learning in executive education: How both will survive and thrive. Decision Sciences: Journal of Innovative Education, 15(1), 8–24.
Zurück zum Zitat Toloie-Eshlaghy, A., Homayonfar, M., Aghaziarati, M., & Arbabium, P. (2011). A subjective weighting method based on group decision making for ranking and measuring criteria values. Australian Journal of Basic and Applied Sciences, 5(12), 2034–2040. Toloie-Eshlaghy, A., Homayonfar, M., Aghaziarati, M., & Arbabium, P. (2011). A subjective weighting method based on group decision making for ranking and measuring criteria values. Australian Journal of Basic and Applied Sciences, 5(12), 2034–2040.
Zurück zum Zitat Triantaphyllou, E. (2000). Multi-criteria decision making: A comparative study. Dordrecht, The Netherlands: Kluwer Academic Publishers, Applied Optimization Series, Vol. 44. Triantaphyllou, E. (2000). Multi-criteria decision making: A comparative study. Dordrecht, The Netherlands: Kluwer Academic Publishers, Applied Optimization Series, Vol. 44.
Zurück zum Zitat Vishnekov, A. V., & Ivanova, E. M. (2016). Automation of trajectory choice in a smart education environment. Informatsionnye Technologii, 22(9), 684–691. Vishnekov, A. V., & Ivanova, E. M. (2016). Automation of trajectory choice in a smart education environment. Informatsionnye Technologii, 22(9), 684–691.
Zurück zum Zitat Weltman, D. (2007). A comparison of traditional and active learning methods: An empirical investigation utilizing a linear mixed model, PhD Thesis, The University of Texas, Arlington. Weltman, D. (2007). A comparison of traditional and active learning methods: An empirical investigation utilizing a linear mixed model, PhD Thesis, The University of Texas, Arlington.
Metadaten
Titel
A computer design method of an effective educational trajectory in blended learning based on students’ assessment
verfasst von
E. M. Ivanova
A. V. Vishnekov
Publikationsdatum
27.01.2020
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 2/2020
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-020-10109-3

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