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Do We See the Person Behind the Digital-Data? Data Analysis at Different Levels of Education Management

67

O.A. Fiofanova

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Abstract

The methodology of big data analysis in education, based on the anthropological and institutional approach in data analytics, is considered. In socially-oriented states and state development programs, the methodological and analytical tools for assessing their effectiveness in the context of human potential development are changing. Data analysis is considered at different levels of education and human development management: at the level of educational organizations, at the territorial, sectoral, and state levels. The object of the research was information and analytical systems in the field of education, analysis tools used in the IAS, as well as public reports on the implementation of educational development programs at different levels of government. Research methods: structural and functional analysis of the IAS tools, discourse analysis of public reports, analysis of normative legal acts on the regulation of IAS in the field of education. Conclusions about changes in methodological, regulatory, instrumental and analytical approaches to working with data in the field of education are formulated. The system of training and retraining of managerial personnel in the field of education is analyzed in the logic of the paradigm of humanitarian management, evidence-based development and evidence-based policy.

General Information

Keywords: methodology of big data analysis in education, anthropological approach, institutional approach in data analytics

Publication rubric: Intelligent Technologies in Humanities and Education

Article type: scientific article

Funding. The reported study was funded by Russian Foundation for Ba¬sic Research (RFBR), project number 19–29–14016

For citation: Fiofanova O.A. Do We See the Person Behind the Digital-Data? Data Analysis at Different Levels of Education Management. Digital Humanities and Technology in Education (DHTE 2021): Collection of Articles of the II All-Russian Scientific and Practical Conference with International Participation. November 11-12, 2021 / V.V. Rubtsov, M.G. Sorokova, N.P. Radchikova (Eds). Moscow: Publishing house MSUPE, 2021., pp. 400–414.

References

  1. Analiticheskie materialy po rezul’tatam provedeniya issledovani­ya kompetencij uchitelej russkogo yazyka, literatury i matemati­ki. CHast’ 3. Matematika // Federal’nyj institut ocenki kachestva obrazovaniya. Available at: https://fioco.ru/Media/Default/Doc­uments/NIKO/COMPET_TEACHER_MATH_part_3.pdf (Ac­cessed: 12.09.2021). (In Rus).
  2. Attestaciya rukovoditelej i kandidatov na sootvetstvie dolzhnosti ru­kovoditelya gosudarstvennoj obrazovatel’noj organizacii. Available at: https://www.mos.ru/donm/function/activities/attestatciia-ru­kovoditelei-i-kandidatov-na-sootvetstvie-dolzhnosti-rukovodite­lia-gosudarstvennoi/ (Accessed: 12.09.2021). (In Rus).
  3. Dmitrij Chernyshenko: Zadacha regionov – obespechit’ kachest­vennuyu realizaciyu strategij cifrovoj transformacii // Pravitel’stvo Rossii. Available at: http://government.ru/news/42817/ (Accessed: 12.09.2021). (In Rus).
  4. Dopolnitel’noe professional’noe obrazovanie rabotnikov obrazova­tel’nyh organizacij. Available at: https://www.dpomos.ru (Accessed: 12.09.2021). (In Rus).
  5. Edinyj federal’nyj portal dopolnitel’nogo professional’nogo peda­gogicheskogo obrazovaniya. Available at: https://dppo.apkpro.ru/ bank?page=1&sortType=1 (Accessed: 12.09.2021). (In Rus).
  6. Motiviruyushchij monitoring: Minprosveshcheniya povysit otvetst­vennost’ regionov za realizaciyu nacional’nyh proektov. Available at: https://edu.ru/news/nacionalnyy-proekt-obrazovanie/motiviruyush­chiy-monitoring-minprosveshcheniya-pov/ (Accessed: 12.09.2021). (In Rus).
  7. Nacional’naya sistema upravleniya dannymi // Analiticheskij centr pri Pravitel’stve Rossijskoj Federacii. Available at: https://ac.gov.ru/ projects/project/nacionalnaa-sistema-upravlenia-dannymi-nsud-41 (Accessed: 12.09.2021). (In Rus).
  8. Nacional’naya tekhnologicheskaya olimpiada. Available at: https:// ntcontest.ru (Accessed: 12.09.2021). (In Rus).
  9. Nacional’nye issledovaniya kachestva obrazovaniya. NIKO-2020. Available at: https://fioco.ru/Media/Default/Documents/NIKO/ Otchet %20NIKO %202020.pdf (Accessed: 12.09.2021). (In Rus).
  10. Olimpiada megapolisov // Moskovskaya olimpiada shkol’nikov krupnyh gorodov i stolic mira. Available at: http://megapolis.edu­com.ru/ru (Accessed: 12.09.2021). (In Rus).
  11. Opisanie struktury nabora otkrytyh dannyh/ Versii struktury nab­ora otkrytyh dannyh/ Available at: https://programs.gov.ru/open­data/7710349494-consolidatedreport2020/ (Accessed: 12.09.2021). (In Rus).
  12. Pasport Federal’nogo proekta «Uspekh kazhdogo rebenka» / Minister­stvo prosveshcheniya Rossijskoj Federacii. Available at: https://rmc23. ru/wpcontent/uploads/2020/01/ %D0 %9F %D0 %BA %D0 %B0. pdf. (Accessed: 12.09.2021). (In Rus).
  13. Pis’mo Minprosveshcheniya Rossii ot 01sentyabrya 2020g. № VB-1659/02 Rukovoditelyam organov ispolnitel’noj vlasti sub”ektov Rossijskoj Federacii, osushchestvlyayushchih gosudarstvennoe up­ravlenie v sfere obrazovaniya «O predostavlenii statisticheskih dan­nyh po forme FSN № OO-1 na nachalo 2020–21 uchebnogo goda.
  14. Portal gosprogramm Rossijskoj Federacii. Available at: https://pro­grams.gov.ru/ (Accessed: 12.09.2021). (In Rus).
  15. Postanovlenie Pravitel’stva Rossijskoj Federacii ot 26 maya 2021g. № 786 «Polozhenie o sisteme upravleniya gosudarstvennymi pro­grammami Rossijskoj Federacii». Available at: http://government.ru/docs/all/134475/ (Accessed: 12.09.2021). (In Rus).
  16. Prikaz Rosobrnadzora № 590, Minprosveshcheniya Rossii № 219 ot 06.05.2019 «Ob utverzhdenii Metodologii i kriteriev ocenki kachest­va obshchego obrazovaniya v obshcheobrazovatel’nyh organizaciyah na osnove praktiki mezhdunarodnyh issledovanij kachestva podgot­ovki obuchayushchihsya»
  17. Programmy podderzhki formirovaniya adresnyh programm razvitiya municipal’nyh sistem obrazovaniya na osnove kompleksnogo anal­iza ih sostoyaniya. Available at: https://fioco.ru/mouo (Accessed: 12.09.2021). (In Rus).
  18. Svodnye otchety: svedeniya o dostizhenii planovyh znachenij pokaza­telej (indikatorov) po gosudarstvennym programmam. Available at: https://programs.gov.ru/Portal/opendata (Accessed: 12.09.2021). (In Rus).
  19. Federal’noe statisticheskoe nablyudenie v sfere obshchego obra­zovaniya. Available at: https://old.miccedu.ru/p/obshee_obra­zovanie.html (Accessed: 12.09.2021). (In Rus).
  20. Hartiya cifrovogo puti shkoly // Programma fundamental’nyh issle­dovanij cifrovoj transformacii shkol’nogo obrazovaniya. Available at: https://rffi.1sept.ru/document/charter (Accessed: 12.09.2021). (In Rus).
  21. Dave McComb. The Data-Centric Revolution: Restoring Sanity to Enterprise Information Systems. Technics Publications, 2019. 354p.
  22. Human Development Report 2020. The next frontier Human devel­opment and the Anthropocene/ By the United Nations Development Programme. Available at: http://hdr.undp.org/sites/default/files/hdr2020.pdf (Accessed 12.09.2021).
  23. Nice. Available at: https://www.nike.com/ru/ (Accessed 12.09.2021).
  24. The Data-Centric Manifesto. Principles. Available at: http://data­centricmanifesto.org/principles/(Accessed 12.09.2021).
  25. Fiofanova O.A., Panarin A.A., Klimin S.V. The Management Struc­ture of Digital Educational Data Systems and Organizational Ap­proaches to Modeling and Analysis of Educational Data in the Coun­tries of the World. Revista Tempos e Espacos Educacao, 2020, vol. 13, no. 32, pp.1- 28. DOI: 10.20952/revtee.v13i32.14286
  26. Fiofanova O.A., Toporkova E.S. International Analysis of National Databases of Educational Statistics and Analysis of the Technologies Educational Data in Countries of the World. Journal of Advanced Pharmacy Education & Research, 2020, vol. 10, no. 3, pp.90–101.

Information About the Authors

Olga A. Fiofanova, Doctor of Education, Doctor of Pedagogy, Scientific Head of the Center for Education, RANEPA -Russian Academy of National Economy and Public Administration under the President of the Russian Federation, Professor, Russian Academy of National Economy and Public Administration under the President of the Russian Federation, Moscow, Russia, ORCID: https://orcid.org/0000-0003-3004-8067, e-mail: fiofanova@mail.ru

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