References
1.Zaljaev A.R., Shammazova E. Ju. Targeted learning in medical student assessments: an empirical study experience. Vestnik Nizhegorodskogo universiteta im. N.I. Lobachevskogo. Seriya: Social’nye nauki [Bulletin of the Nizhny Novgorod University N.I. Lobachevsky. Series: Social Sciences]. 2021; 1 (61): 97–102. DOI: http://dx.doi.org/10.1186/10.52452/18115942_2021_1_97 (in Russian)
2.Alikperova N.V., Jarasheva A.V., Vinogradova K.V. Factors in the formation of career trajectories of medical workers in Russia. Gumanitarnye nauki. Vestnik finansovogo universiteta [Humanitarian sciences. Bulletin of the Financial University]. 2020; 10 (6): 81–92. DOI: http://dx.doi.org/10.1186/10.26794/2226-7867-2020-10-6-81-92 (in Russian)
3.Kinchagulov A.M. The role of targeted learning in rural health staffing. Sociokul’turnye aspekty ustojchivogo razvitija sel’skih territoriy [Sociocultural aspects of sustainable development of rural areas]. 2021: 61–2. (in Russian)
4.Ajvazova E.A., Ushakova N. Ja., Patronova N.N., Varakina Zh.L. Comparative assessment of the results of the Unified State Exam in chemistry and academic performance at the university in chemical disciplines at the faculties of pharmaceutical and medical biochemistry. Obrazovatel’nyj vestnik “Soznanie” [Educational Bulletin “Consciousness”]. 2019; 7. DOI: http://dx.doi.org/10.26787/nydha-2686-6846-2019-21-7-19-25 (in Russian)
5.Verhovina T.S., Mjasnikova A.S., Nenahova E.V. Dynamics of change in the attitude of first-year students and graduates to the chosen profession of a doctor. Jepomen: medicinskie nauki. [Jepomen: medical sciences]. 2023; 7: 50–7. (in Russian)
6.Meshherjakov A.O., et al. Medical student dropout predictors. Medicinskoe obrazovanie i professional’noe razvitie [Medical education and professional development]. 2022; 13 (3) (47): 125–36. DOI: http://dx.doi.org/10.1186/10.33029/2220-8453-2022-13-3-125-136 (in Russian)
7.Nelli F. Python data analytics: Data analysis and science using PANDAs, Matplotlib and the Python Programming Language. Apress: 2015.
8.Truhacheva N.V. Medical statistics: 2017. (in Russian)
9.Barakat A. et al. Understanding survival analysis: Actuarial life tables and the Kaplan–Meier plot. British Journal of Hospital Medicine. 2019; 80 (11): 642–6. DOI: http://dx.doi.org/10.1186/10.12968/hmed.2019.80.11.642
10. Bajanova N.A., et al. Healthcare workforce trends in the Orenburg region. Obshhestvennoe zdorov’e i zdravoohranenie [Public health and healthcare]. 2021; 2 (70): 33–9. (in Russian)
11. Alekseenko S.N., Gajvoronskaja T.V., Drobot N.N. Motivation for studying at a university – formation of readiness of medical students for professional activities. Sovremennye problemy nauki i obrazovaniya [Modern problems of science and education]. 2020; 3: 1. (in Russian)
12. Kravcova Ya.V. Analysis of the results of the Unified State Examination of students enrolled in the specialty «Pharmacy». Molodezhnaja nauka i sovremennost’ [Youth science and modernity]. 2020: 532–4. (in Russian)
13. Cosgrave C., Malatzky C., Gillespie J. Social determinants of rural health workforce retention: a scoping review. International journal of environmental research and public health. 2019; 16 (3): 314. DOI: http://dx.doi.org/10.1186/10.3390/ijerph16030314
14. Reprinceva E.V. Problems of providing medical care to the rural population. Regional’nyy vestnik [Regional bulletin]. 2020; 3: 81–3. (in Russian)
15. Bratjushhenko S.V. Social investment, business and employee turnover. Issledovaniya molodyh uchenyh: otraslevaya i regional’naya ekonomika, innovatsii, finansy i sotsiologiya. [Research by young scientists: sectoral and regional economics, innovation, finance and sociology]. 2013: 29–36. (in Russian)
16. Zubova M.V. Educational space as a condition for the development of the young generation in the context of globalization. Abyss (Voprosy filosofii, politologii i social’noy antropologii) [Abyss (Issues of Philosophy, Political Science and Social Anthropology)]. 2019; 2: 27–33. (in Russian)
17. Filioglo L.D. Youth labor mobility in an unstable economy. Koncept. [Concept]. 2015; 1. (in Russian)
18. Young A., et al. FSMB census of licensed physicians in the United States, 2018. Journal of Medical Regulation. 2019; 105 (2): 7–23. DOI: http://dx.doi.org/10.1186/10.30770/2572-1852-105.2.7
19. Zhang X., et al. Physician workforce in the United States of America: forecasting nationwide shortages. Human resources for health. 2020; 18 (1): 1–9. DOI: http://dx.doi.org/10.1186/10.1186/s12960-020-0448-3
20. Tiwari R., et al. Estimating the emergency care workforce in South Africa. African Journal of Primary Health Care & Family Medicine. 2021; 13 (1): 3174. DOI: http://dx.doi.org/10.1186/10.4102/phcfm.v13i1.3174
21. Decree of the Government of the Russian Federation of May 5, 2018 No. 555 «On the unified state information system in the field of healthcare.» SIS «Konsul’tant Plyus» [SIS «Consultant Plus»]. (in Russian)
22. Federal Law No. 323 «On the basics of protecting the health of citizens in the Russian Federation». SIS «Konsul’tant Plyus» [SIS «Consultant Plus»]. (in Russian)
23. Darmenova A.S., Mamykova Zh.D., Normann A.K. Open data: a twenty-five-year history of development. Vestnik NGUJeU. [Bulletin of NSUEM]. 2020; 2: 183–97 DOI: http://dx.doi.org/10.1186/10.34020/2073-6495-2020-2-183-197 (in Russian)