Determinants of demand on paid online courses
The study of the history of online education in the world and Russia. The study of basic generations of distance generation. Characteristics of the main online platforms. Analysis of the definition of important requirements for paid interactive courses.
Рубрика | Иностранные языки и языкознание |
Вид | дипломная работа |
Язык | английский |
Дата добавления | 21.09.2018 |
Размер файла | 976,5 K |
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Here is the regression equation for “Length of video”:
NumberOfPeopleOnTheCourse = - 2885.964 + 2624.425*LengthOfVideosInHours
We see that according to this equation the absence of video content of the course leads to the absence of people on this course. This can be easily explained - nowadays people are trying hard to save their time and it is easier for them to listen to the video where all the information is already prepared for them and the instructor structures everything in order for students to understand easier than to read the textbooks by themselves.
And here is the regression equation for “Topic IT”:
NumberOfPeople = 8561,179 + 72298, 393*IT.
This equation means that if the variable equals 1 (the course specializes in IT), then the number of people on this course is 8561, 179 + 72298, 393 = 80 859, 572. And if the variable equals 0 (other topics), then the number of people equals b0 (the 1st coefficient) which is 8561, 179.
The recommendations that can be given are these:
a. In order to increase the number of people on the course it is possible to increase the number of hours of video since it is easier for people to understand and perceive the visual information.
b. The most popular in terms of attracting people to the course are the courses specializing in IT. Therefore, to attract more people the platform can concentrate on the courses with this topic - Python, Java, C++ etc.
References
1. Anderson T. & Dron J. “Three generations of distance education pedagogy”, Athabasca University, Canada, Vol. 12.3, March - 2011
2. Anderson T. “Theory and practice of online learning”
3. Andreev A.A. “Role and problem of e-learning” // Higher education in Russia. 2010. № 8/9. P. 41-45.
4. Andrade, M. S. (2014). Dialogue and structure: Enabling learner self-regulation in technology enhanced learning environments. European Journal of Educational Research 13(5), 563-574. https://doi.org/10.2304/eerj.2014.13.5.563
5. Allen, E. I., & Seaman, J. (2015). Grade change: Tracking online education in the United States. Babson Park, MA: Babson Survey Research Group and Quahog Research Group.
6. Bahrami S., Huang J. “An online learning algorithm for demand response in smart grid”, IEEE Transactions on Smart Grid, 09.02.2017
7. Barber M., Donnelly K., Rizvi S. “An avalanche is coming: higher education and the revolution ahead”, Institute for Public Policy Research, March 2013
8. Beach P. “Self-directed online learning: a theoretical model for understanding elementary teachers' online learning experiences” Science Direct, January 2017
9. Bloemer W., Swan K., Day S. “Gap Analysis: An Innovative Look at Gateway Courses and Student Retention”, University of Illinois Springfield, 2017
10. Carr N. “The crisis in higher education”, MIT Technology Review, 2012
11. Chuang Wang, Mingming Zhou “Group trust, communication media, and interactivity: toward an integrated model of online collaborative learning”, Interactive Learning Environment, 12.05.17
12. Ciampa, K. (2012). ICANREAD: The effects of an online reading program on grade 1 students' engagement and comprehension strategy use. Journal of Research on Technology in Education, 45(1), pp. 27 - 59.
13. Corrin L., Bakharia A. “Using learning analytics to explore help-seeking learner profiles in MOOCs” University of Melbourne, Melbourne, Australia, Proceedings of the 7th International Learning Analytics & Knowledge Conference, pp. 424-428, 2017
14. Coscarelli, C. V., & Coiro, J. (2015). Reading multiple sources online. Revista Linguagem & Ensino,17(3), pp. 751 - 776.
15. DeSantis, Nick. Professor Departs Stanford U., Hoping to Teach 500 000 Students at Online Start-Up (23 January, 2012)
16. Diana G. Oblinger Game Changers: Education and Information Technologies 2012 EDUCAUSE
17. Dziuban C. and Moskal, P. «A Course Is a Course Is a Course: Factor Invariance in Student Evaluation of On - line, Blended and Face-to-Face Learning Environments,» Internet and Higher Education 14, no. 4 (2011): 236-241, http://dx.doi.org/ doi:10.1016/j.iheduc.2011.05.003.
18. Field, A.P. (2009) Discovering statistics using SPSS: and sex and drugs and rock'n'roll (3rd edition). London: Sage.
19. Konanchuk D. & Volkov A. «“Greenfield” in education», SEDeC Research, Centre of educational inventions “Skolkovo”, September 2013
20. Lin, L. C., & Yu, W. Y. (2013). A think?aloud study of strategy use by EFL college readers reading Chinese and English texts. Journal of Research in Reading, 38(3), pp. 286 - 306.
21. Luo Yi, Pan R., Choi H. J. “Effects of Chronotypes on Students' Choice, Participation & Performance in Online Learning” Journal of Educational Computing Research, March 2017
22. McMahan B.H. “A Survey of Algorithms and Analysis for Adaptive Online Learning”, Journal of Machine Learning Research 18 (2017) 1-50
23. Osborne E., Kenwright D., Grainger R., Gladman T., Gallagher P., Dai W. “«Just tell me what I need to know to pass the exam!» Can active flipped learning overcome passivity?” University of Otago Wellington, New Zealand, 2017
24. Petkova Y.R. “History of development of distant education. Advantages and disadvantages of MOOC” (2015)
25. Salmon, G. (2013). E-tivities: The key to active online learning. New York, NY: Routledge.
26. Whiteside L.A., Dikkers G.A., Swan K. “Social Presence in Online Learning: Multiple Perspectives on Practice and Research” Bibliometrics, 2017
27. Wilton J., Edgington U. “Twitter as Part of an Online Learning Cultures Approach: Exploring a Lecturer's and a Student-Teacher's Perspectives”, Springer Nature Singapore Pte Ltd., 2018
28. Zhu C., Vanwing T., Diep N. A., M. De Greef, Cocquyt C. “Examining Social Inclusion and Social Capital among Adult Learners in Blended and Online Learning Environments” European Journal for Research on the Education and Learning of Adults, Vol. 8, No. 1 2017, pp. 77-101
Appendix
Tables for the predictor “Age of the course”
Tables for the predictor “Topic Languages”
Tables for the predictor “Business”
Tables for the predictor “Preparation for exams”
Tables for the predictor “Photography”
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