Research Article

VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION

Volume: 22 Number: 4 October 1, 2021
Oksana Gushchına *, Oksana Anıkına
EN

VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION

Abstract

In the study the authors show how visualization and analysis of education data could be used in simulation and adjustment of education program curriculum for future evaluation of the formation levels the graduates competences as specified by educational standard. The authors suggest the scenario that demonstrate the possibility of automatic evaluation of graduate competences formation. This study is a viable teaching tool that can be used to simulation of the pedagogical activity scenario in order to eliminate all kinds of gaps in the training of the graduates and the evaluation of their professional competencies. The approach proposed in the study can be used to build a more result-oriented educational program by its redesigning to eliminate identified gaps in the consideration of important learning outcomes (the formation level of graduates’ professional competencies) and evaluate the educational program using an updated visual model of evaluation activity. The relevance of this work is also based on its contribution to expanding the capabilities of multidimensional analysis and visualization of the results in relation to solving professional educational tasks.

Keywords

Visualization of data analysis, Big Data in education, information visualization and data analysis, graduate pro-fessional competencies, qualification units, qualification model of specialist, competence based content of the educational program

References

  1. Adejo, O., & Connolly, T. (2017). Learning Analytics in Higher Education Development: A Roadmap. Journal of Education and Practice, 8(15), 156-163.
  2. Agasisti, T., & Bowers, A. J. (2017). Data Analytics and Decision-Making in Education: Towards the Educational Data Scientist as a Key Actor in Schools and Higher Education Institutions. Handbook of Contemporary Education Economics, 184-210. https://doi.org/10.7916/D8PR95T2
  3. Blazar,D.,&Kraft,M.A.(2017).Teacherandteachingeffectsonstudents’attitudesandbehaviors.Educational evaluation and policy analysis, 39(1), 146-170. https://doi.org/10.3102/0162373716670260
APA
Gushchına, O., & Anıkına, O. (2021). VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION. Turkish Online Journal of Distance Education, 22(4), 254-276. https://doi.org/10.17718/tojde.1002875
AMA
1.Gushchına O, Anıkına O. VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION. TOJDE. 2021;22(4):254-276. doi:10.17718/tojde.1002875
Chicago
Gushchına, Oksana, and Oksana Anıkına. 2021. “VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION”. Turkish Online Journal of Distance Education 22 (4): 254-76. https://doi.org/10.17718/tojde.1002875.
EndNote
Gushchına O, Anıkına O (October 1, 2021) VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION. Turkish Online Journal of Distance Education 22 4 254–276.
IEEE
[1]O. Gushchına and O. Anıkına, “VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION”, TOJDE, vol. 22, no. 4, pp. 254–276, Oct. 2021, doi: 10.17718/tojde.1002875.
ISNAD
Gushchına, Oksana - Anıkına, Oksana. “VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION”. Turkish Online Journal of Distance Education 22/4 (October 1, 2021): 254-276. https://doi.org/10.17718/tojde.1002875.
JAMA
1.Gushchına O, Anıkına O. VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION. TOJDE. 2021;22:254–276.
MLA
Gushchına, Oksana, and Oksana Anıkına. “VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION”. Turkish Online Journal of Distance Education, vol. 22, no. 4, Oct. 2021, pp. 254-76, doi:10.17718/tojde.1002875.
Vancouver
1.Oksana Gushchına, Oksana Anıkına. VISUALIZATION OF DATA ANALYSIS FOR EVALUATION OF THE LEVEL OF IT-SPECIALISTS COMPETENCIES’ CREATION. TOJDE. 2021 Oct. 1;22(4):254-76. doi:10.17718/tojde.1002875