ECONOMETRIC MODELING: SYNTHESIS OF ICT AND MATHEMATICAL MODELING METHODS
DOI:
https://doi.org/10.28925/2312-5829.2019.3-4.156174Keywords:
informatization, information and communication technologies, economic and mathematical modeling, e-learning course, students of economic and mathematical specialtiesAbstract
The article presents the theoretical and practical solutions to the problem of the introduction of information and communication technologies in the educational process of teaching economics and mathematical modeling of students of economic and mathematical specialties. It is determined that mathematical modeling with maximum use of its potential enables to identify and solve professional problems of different nature: clearly define the purpose of the research, quickly find possible variants of its achievement, develop appropriate models of economic objects or phenomena and, based on these models, create effective algorithms and programs of optimal ways to solve actual problems. It was established that the electronic study courses of disciplines "Econometrics", "Economic and mathematical modeling" are a complex of educational and methodological materials created for the organization of individual and group training using information and communication technologies, which are aimed at teaching economic and mathematical modeling of students of economic and mathematical specialties. Based on the outlined possibilities of using the e-learning course, as well as its didactic functions, the structure of the electronic training course for the academic disciplines "Econometrics", "Economic-mathematical modeling" on the basis of the Moodle platform was developed and described. The peculiarities of using MS Excel are considered in the example of the task of studying the dependence of the employment rate of the population of Ukraine on the influence of the selected factors. Different stages of construction and research of the econometric model are described: identification of variables, model specification, parametrization and verification on the statistical significance of the obtained results. The prospect of further scientific research is outlined through the effectiveness of the use e-learning courses in order to improve the additional professional competences of future specialists in economic and mathematical specialties.
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References
Ivashchuk, O. T. (2008), Economic-mathematical modeling. Ternopil: TNEU "Economic Thought". (ukr)
Nakonechnyy S. I., Tereshchenko T. O., Romanyuk T. P. (2000), Econometrics. K.: KNEU. (ukr)
Ilich, L. M. (2008), «Structural changes in the transitive labor market: the theory and methodology of regulation», avtoref. dys. ... d-ra ekon. nauk : 08.00.07; NAN Ukrainy, In-t demohrafii ta sots. doslidzh. im. M.V. Ptukhy NAN Ukrainy. Kyiv (ukr)
Hilaly, H., El-Shishiny H., Recent Advances in Econometric Modeling and Forecasting Techniques for Tourism Demand Prediction [Online]. Available at: https://www.researchgate.net/publication/265483757_Recent_Advances_in_Econometric_Modeling_and_Forecasting_Techniques_for_Tourism_Demand_Prediction Last accessed: 08.02.2019. (in English)
Andrei, T., Stancu S., Nedelcu M., Matei A., Econometric models used for the corruption analysis [Online]. Available at: https://mpra.ub.unimuenchen.de/19623/1/Econometric_Models_used_for_the_Corruption_Analysis.pdf. Last accessed: 08.02.2019. (in English)
Lysak, O. B., «Formuvannja kompetentnostej majbutnjogho fakhivcja-ekonomista». Available at: http://intkonf.org/lisak-ob-formuvannya-kompetentnostey-maybutnogo-fahivtsya-ekonomista/(ukr). Last accessed: 08.02.2019. (in Ukrainian)
Bykov, V. Yu., Spirin O. M. and Pinchuk O. P., (2007 ), «Problems and tasks of the modern stage of education informatization». Naukove zabezpechennia rozvytku osvity v Ukraini: aktualni problemy teorii i praktyky (do 25-richchia NAPN Ukrainy), S. 191- 198. (ukr)
Lytvynova, S. H., (2014), «The concept and basic characteristics of the cloud-based secondary school environment». Information technology and learning tools, №2
(40). [Online] Available at: http://nbuv.gov.ua/UJRN/ITZN_2014_40_2_5. Last accessed: 08.02.2019. (ukr)
Merzlykin, O. V., (2015. ), «The cloud-oriented electronic educational resources supporting physical education research». Information technology and learning tools, №5 (49), pp. 106-120. [Online] Available at: http://nbuv.gov.ua/UJRN/ITZN_2015_49_5_11. Last accessed: 08.02.2019. (ukr)
Morze, N. and Spivak S. (2017 ), «Formation of a modern cloud-oriented personalized educational environment taking into account the intellectual competence of participants in the educational process». Zbirnyk naukovykh prats “Vidkryte osvitnie E-seredovyshche suchasnoho universytetu” #3, S. 274-282. (ukr) Freeman, S., Eddy S. L., McDonough M., Smith M. K., Okoroafor N., Jordt H., Pat M. Wenderotha (2014 ), «Active learning increases student performance in science, engineering, and mathematics». PNAS vol. 111(23), pp.8410–8415. [Online] Available at: www.pnas.org/cgi/doi/10.1073/pnas.1319030111. Last accessed: 08.02.2019. (in English) Brooke, C., McKinney P. and Donoghue A. (2013), «Provision of distance learner support services at u.K. Universities: Identification of best practice and institutional casestudy». Library Trends, 61(3), 23. (in English)
Sysoieva, S. O. and Batechko N. H. (2011), Higher education in Ukraine is a reality of modern development. K. : VD EKMO. (in Ukrainian)
Professional education: Dictionary (2000), / uklad. Honcharenko S. U.ta in.; za red. Nychkalo N. H. K. : Vyshcha shk. (ukr)
Bodnenko, D. M., Hlushak O. M. and Semeniaka S. O., (2018), Formation of informative competence of future financiers during the study of the discipline "Econometrics"», Osvitolohichnyi dyskurs, № 1-2 (20-21), C. 325-340. (ukr)
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