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Digital footprint in predicting school graduates’ educational strategy

https://doi.org/10.15826/umpa.2021.03.023

Abstract

This research article aims at evaluating the results of the school graduates’ educational strategy transformation with the help of digital footprint data. The analysis of official and unofficial Internet communities of universities in the social network «VKontakte» shows that their active users are school graduates, who thus receive the necessary information about the university. The method presented can become a promising tool to forecast the demand for higher education. The study covers the period from 2019 to 2021, a total of 502 thousand user profiles having been identified, 246 thousand accounts included in the final sample. The results show that during the analyzed period the number of user subscriptions to university communities has decreased in all Russian regions. The orientation towards universities located in other regions has also changed: these were more popular before the pandemic, being subscribed to by the majority of students, whereas after the spread of COVID-19, most of the graduates began to choose universities located in their native region. A significant limitation of this method is that a number of profiles are closed, which logically does not allow to use them in further analysis. The results of the study show, however, high validity and wide opportunities for the use of the digital footprint method when predicting young people’s educational trajectory and planning the enrollment campaign, both on the scale of the university and the whole country.

About the Authors

N. K. Gabdrakhmanov
National Research University Higher School of Economics
Russian Federation

Niyaz K. Gabdrakhmanov – PhD (Geography), Associate Professor, Research Fellow, Laboratory for University Development, Institute of Education

20 Myasnitskaya str., Moscow, 101000
+7 495 772-95-90 (*22126)



V. V. Orlova
Tomsk State University of Control Systems and Radioelectronics
Russian Federation

Vera V. Orlova – Dr. hab (Sociology), Professor, Head of the Department of Pholosophy and Sociology

40 Lenin ave., Tomsk, 634050
+7 3822 51-05-30



Yu. K. Aleksandrova
National Research Tomsk State University
Russian Federation

Yulia K. Aleksandrova – Junior Researcher, Center for Applied Big Data Analysis

36 Lenin ave., Tomsk, 634050



References

1. Maltseva V. A., Shabalin A. I. Ne-obkhodnoi manevr, ili Bum sprosa na srednee professional’noe obrazovanie v Rossii [The Non-Bypass Trajectory, or The Boom in Demand for TVET in Russia]. Voprosy obrazovaniya, 2021, nr 2, pp. 10–42. doi 10.17323/1814-9545-2021-2-10-42. (In Eng.).

2. Bessudnov A. R., Kurakin D. Yu., Malik V. M. Kak voznik i chto skryvaet mif o vseobshchem vyshem obrazovanii [The Myth about Universal Higher Education: Russia in the International Context]. Voprosy obrazovaniya, 2017, nr 3, pp. 83–109. (In Russ.).

3. Cherednichenko G. A. Lichnye plany vypusknikov srednei shkoly [Individual Aspiration of High School Students]. Sotsiologicheskie issledovaniya, 2005, nr 7, pp. 114–117. (In Russ.).

4. Aleksandrov D. A., Tenisheva K. A., Savelyeva S. S. Mobil’nost’ bez riskov: obrazovatel’nyi put’ «v universitet cherez kolledzh» [No-Risk Mobility: Through College to University]. Voprosy obrazovaniya, 2015, nr 3, pp. 66–91. (In Russ.).

5. Hastings J. S., Weinstein J. M. Information, School Choice, and Academic Achievement: Evidence from Two Experiments. Quarterly Journal of Economics, 2008, Vol. 123, nr 4, pp. 1373–1414. (In Eng.).

6. Deming D. J. Better Schools, Less Crime? The Quarterly Journal of Economics, 2011, vol. 126, nr 4, pp. 2063–2115. (In Eng.).

7. Abdulkadiroglu A., Tayfun S. School Choice: A Mechanism Design Approach. The American Economic Review, 2003, vol. 93, nr 3, pp. 729–747. (In Eng.).

8. Hamm S. What’s Wrong with a Career in Hospitality? An Examination of Student Choice, Commonwealth of Australia, 2009, 28 p. (In Eng.).

9. Chapman D. W. A Model of Student College Choice. The Journal of Higher Education, 1981, vol. 52, nr 5, pp. 490–505. (In Eng.).

10. Jackson G. A. Public Efficiency and Private Choice in Higher Education. Educational Evaluation and Policy Analysis, 1982, vol. 4, nr 2, pp. 237–247. (In Eng.).

11. Hanson K., Litten L. Mapping the Road to Academe: A Review of Re-search on Women, Men, and the College-Selection Process. In: P. J. Perun (ed.), The Undergraduate Woman: Issues in Educational Equity, Lexington, 1989, pp. 73–98. (In Eng.).

12. Zemtsov S. P., Eremkin V. A., Barinova V. A. Chto vliyaet na vostrebovannost’ vedushchikh vuzov Rossii? [What Influences the Demand for Leading Russian Universities?]. Rektor vuza, 2015, nr 7, pp. 28–35. (In Russ.)

13. Kozlov D. V., Platonova D. P., Leshukov O. V. Gde uchit’sya i gde rabotat’: mezhregional’naya mobil’nost’ studentov i vypusknikov universitetov [Where to Study and Where to Work: Interregional Mobility of Students and University Graduates], Moscow, National Research University Higher School of Economics, 2017, 32 p. (In Russ.)

14. Uroki «stress-testa»: vuzy v usloviyakh pandemii i posle nee [Lessons from the «Stress Test»: Universities in a Pandemic and after It], available at: https://www.hse.ru/data/2020/07/06/1595281277/003_Doklad.pdf (accessed 30.06.2021). (In Russ.).

15. Gabdrakhmanov N. K., Myagkov M. G., Goiko V. L., Feshchenko A. V. Rezul’taty monitoringa neofitsial’nykh universitetskikh internet-soobshchestv v usloviyakh perekhoda na distantsionnuyu formu obucheniya [Results of Monitoring of Unofficial University Internet Communities in the Context of the Transition to Distance Learning]. Monitoring ekonomiki obrazovaniya, 2020, nr 7, pp. 1–5. (In Russ.)

16. Polivanova K. N., Smirnov I. B. Chto v profile tebe moem. Dannye «VKontakte» kak instrument izucheniya interesov sovremennykh podrostkov [What’s in My Profile: VKontakte Data as a Tool for Studying the Interests of Modern Teenagers]. Voprosy obrazovaniya, 2017, nr 2, pp. 134–152. (In Russ.).

17. Gabdrakhmanov N. K., Nikiforova N. Yu., Leshukov O. V. «Ot Volgi do Eniseya…»: obrazovatel’naya migratsiya molodezhi v Rossii [«From the Volga to the Yenisei…»: Educational Migration of Youth in Russia], Moscow, National Research University Higher School of Economics, 2019, 48 p. (In Russ.).

18. Ivakhnyuk I. V. Vliyanie ekonomicheskogo krizisa na migratsionnye tendentsii i migratsionnuyu politiku v Rossiiskoi Federatsii i regione Vostochnoi Evropy i Tsentral’noi Azii [Impact of the Economic Crisis on Migration Trends and Migration Policy in the Russian Federation, Eastern Europe and Central Asia], Moscow, MOM, 2009, 78 p. (In Russ.).


Review

For citations:


Gabdrakhmanov N.K., Orlova V.V., Aleksandrova Yu.K. Digital footprint in predicting school graduates’ educational strategy. University Management: Practice and Analysis. 2021;25(3):6-13. (In Russ.) https://doi.org/10.15826/umpa.2021.03.023

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ISSN 1999-6640 (Print)
ISSN 1999-6659 (Online)