Development and application of digital technologies in scientific research in the specialty «Health care organization and public health»
https://doi.org/10.25881/18110193_2024_2_40
Abstract
Aim: to study digital health technologies presented in dissertation research in the specialty “Public Health and Healthcare” for 2018-2022.
Materials and methods: We found 194 dissertations posted on the official website of the Higher Attestation Commission in the specialty “Public Health and Healthcare” (02/14/03) for 2018-2022. We identified 72 dissertations which studied the use of digital technologies in healthcare.
The analysis of the obtained data was carried out using the interactive computing environment Jupiter Notebook and the software libraries Pandas (1.5.3), scikit-learn, Matplotlib and Seaborn for processing, analyzing (frequency) data, creating a structured dataset, constructing a trend line and graphical Images.
Results: During 2018-2022, 37.1% of dissertations defended in this specialty used digital technologies, and were aimed at the development, use of information and analytical systems and the creation of electronic registers. The number of scientific works in this area is decreasing, although they are of interest not only to health care organizers, but also to doctors. Scientific research was most active in the Central and Volga Federal Districts, covering all types of digital technologies, which defines these districts as drivers in the development of digital health care and singles them out for targeted investment.
About the Authors
M. Yu. Kotlovskiy
Russian Research Institute of Health (RIH)
Russian Federation
Russian Federation
DSc
O. V. Armashevskaya
Russian Research Institute of Health (RIH)
Russian Federation
Russian Federation
PhD
T. A. Sokolovskaya
Russian Research Institute of Health (RIH)
Russian Federation
Russian Federation
PhD
A. V. Gusev
Russian Research Institute of Health (RIH)
Russian Federation
Russian Federation
PhD
References
1. Gómez RJ, Rodríguez-Serrano A, Loeb S, Yuen-Chun TJ, et al. Telemedicine and smart working: Spanish adaptation of the European Association of Urology recommendations. Actas Urol Esp (Engl Ed). 2020; 44(10): 644-652. doi: 10.1016/j.acuro.2020.08.010.
2. Takaoka K. AI Implementation Science for Social Issues: Pit-falls and Tips. J Epidemiol. 2022; 32(4): 155-162. doi: 10.2188/jea.JE20210278
3. Ndayishimiye C, Lopes H, Middleton J. A systematic scoping review of digital health technologies during COVID-19: a new normal in primary health care delivery. Health Technol (Berl). 2023; 13(2): 273-284. doi: 10.1007/s12553-023-00725-7.
4. Shchebetkov AM, Zedaina AV. Tendentsii primeneniya in-formatsionnykh tekhnologii v meditsine // Ustoichivoe razvitie nauki i obrazovaniya. 2020; 6(45): 102-107. (In Russ.)
5. Buzin VN, Mikhailova YUV, Buzina TS, et al. Rossiiskoe zdravookhranenie glazami naseleniya: dinamika udovletvorennosti za poslednie 14 let (2006–2019): obzor sotsiologicheskikh issledovanii. Profilakticheskaya meditsina. 2020; 3(23): 42-47. (In Russ.)
6. Sistemnaya rabota dlya obespecheniya podderzhki i vnedreniya izmenenii: tsifrovoe zdravookhranenie v Evropeiskom regione VOZ 2023 g. Kopengagen: Evropeiskoe regional'noe byuro VOZ, 2023. 142 р. (In Russ.)
7. Governing Health Futures 2030 Commission. Policy brief: The digital determinants of health. Geneva; 2021. Geneva: Lancet and Financial Times Commission; 2021 (https://governinghealthfutures2030.org/pdf/policy-briefs/DigitalDeterminants.pdf).
8. Federal'nyi zakon ot 29.07.2017 №242-FZ «O vnesenii iz-menenii v otdel'nye zakonodatel'nye akty Rossiiskoi Federatsii po voprosam primeneniya informatsionnykh tekhnologii v sfere okhrany zdorov'ya» (In Russ). Доступно по: http://www.consultant.ru/document/cons_doc_LAW_159671/ (дата обращения: 21.09.2023).
9. Prikaz Minzdrava Rossii ot 30.11.2017 №965n «Ob utver-zhdenii poryadka organizatsii i okazaniya meditsinskoi pomoshchi s prime-neniem telemeditsinskikh tekhnologii» (In Russ). Доступно по: http://www.consultant.ru/document/cons_doc_LAW_159671/ (дата обращения: 21.09.2023).
10. Levanov VM, Perevezentsev EA, Perevedentsev OV. In-formatizatsiya i telemeditsina kak instrumenty berezhlivogo zdravo-okhraneniya. Aktual'nye problemy upravleniya zdorov'em naseleniya: tematicheskii sbornik nauchnykh trudov po rezul'tatam II Vserossiiskoi nauchno-prakticheskoi konferentsii s mezhdunarodnym uchastiem. Nizhnii Novgorod (fevral' 2019 g.). FGBOU VO «Privolzhskii issledovatel'skii meditsinskii universitet» Minzdrava Rossii; Pod obsh. red. I.A. Kamaeva, V.M. Levanova. Tom II. Vypusk XII. Nizhnii Novgorod: Privolzhskii issledovatel'skii meditsinskii universitet. 2019: 259-263. (In Russ.)
11. Federal'nyi zakon ot 27.07.2006 №149-FZ (red. ot 02.11.2023) «Ob informatsii, informatsionnykh tekhnologiyakh i o zashchite informatsii» (In Russ). Доступно по: http://www.consultant.ru/document/cons_doc_LAW_159671/ (дата обращения: 21.09.2023).
12. Сайт ВАК. Доступен по: https://vak.minobrnauki.gov.ru/adverts_list#tab=_tab:advert~ (дата обращения: 18.02.2024)
13. Jupyter Notebook. Available at: https://docs.jupyter.org/en/latest/. Accessed 18.02.2024.
14. Pandas. Available at: https://pandas.pydata.org/docs/. Accessed 18.02.2024.
15. Scikit-learn. Documentation. Available at: https://scikit-learn.org/stable/index.html. Accessed 18.02.2024
16. Matplotlib. Available at: https://matplotlib.org/ Accessed 18.02.2024.
17. Seaborn. Available at: https://seaborn.pydata.org/tutorial/introduction.html. Accessed 18.02.2024.
Review
For citations:
Kotlovskiy M.Yu., Armashevskaya O.V., Sokolovskaya T.A., Gusev A.V. Development and application of digital technologies in scientific research in the specialty «Health care organization and public health». Medical Doctor and Information Technologies. 2024;(2):40-51. (In Russ.) https://doi.org/10.25881/18110193_2024_2_40
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