Conceptual foundations of a corporate intelligent risk-based system for analysis, prediction and prevention of occupational and work-related health disorders of workers

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UDC: 
613.6
DOI: 
10.21668/health.risk/2023.4.02.eng
Authors: 

N.V. Zaitseva1,2, D.A. Kiryanov1, M.A. Zemlyanova1, D.V. Goryaev3, O.Yu. Ustinova1, P.Z. Shur1

Organization: 

1Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, 82 Monastyrskaya St., Perm, 614045, Russian Federation
2Department of Medical Sciences (Section of Preventive Medicine), Russian Academy of Sciences, 14 Leninskii Ave., Moscow, 119071, Russian Federation
3Krasnoyarsk Regional Office of the Federal Service for Surveillance over Consumer Rights Protection and Human Wellbeing, 21 Karatanova St., Krasnoyarsk, 660097, Russian Federation

Abstract: 

The relevance of the study is determined by the strategic interests of the Russian Federation dictating the need to achieve a national priority, which is the development of human potential. Given the ongoing reduction in labor force against a background of depopulation processes, finding a solution to the problem seems especially relevant.

The purpose of this study is to develop a scientific conceptual framework for an intelligent risk-based innovative system for analysis, prediction and prevention of occupational and work-related health disorders of workers. This will help substantiate keynote sanitary-hygienic and medical-preventive measures aimed at reducing losses in healthy life expectancy and increasing occupational longevity.

The main theoretical idea is based on a unique information-intellectual innovative system for analyzing and predicting cause-and-effect relationships between the effects of harmful and hazardous occupational factors and the resulting health problems of workers, occupational diseases included.

The developed predictive digital neural network models, trained on retrospective or actual data on working conditions, health status, socioeconomic conditions and lifestyle factors, are the information and analytical basis for carrying out calculations and assessing the evolution of personal and group (occupation, age, and work records) health risks caused by occupational or work-related diseases in workers. This provides solid grounds for making a forecast of a prevented period of reduction in occupational working capacity associated with working conditions, specifically for each examined occupation, age, and work records. Such forecasts are an eligible information basis for developing and making well-grounded managerial decisions including those concerning sanitary, hygienic and medical preventive measures aimed at preserving occupational longevity. This will significantly increase effectiveness of corporate health-preserving policies.

Keywords: 
corporate risk-based system, concept, workers' health, harmful and hazardous working conditions, occupational diseases, work-related diseases, medical and preventive measures, occupational longevity
Zaitseva N.V., Kiryanov D.A., Zemlyanova M.A., Goryaev D.V., Ustinova O.Yu., Shur P.Z. Conceptual foundations of a corporate intelligent risk-based system for analysis, prediction and prevention of occupational and work-related health disorders of workers. Health Risk Analysis, 2023, no. 4, pp. 19–32. DOI: 10.21668/health.risk/2023.4.02.eng
References: 
  1. Wokers’ health: global plan of action. Sixtieth World Health Assembly. Geneva, WHO, 2007, 12 p.
  2. Bakirov A.B., Mingazova S.R., Karimova L.K., Serebryakov P.V., Mukhammadieva G.F. Risk of dust bronchopulmonary pathology development in workers employed in various economic brunches under impacts exerted by occupational risk factors: clinical and hygienic aspects. Health Risk Analysis, 2017, no. 3, pp. 83–91. DOI: 10.21668/health.risk/2017.3.10.eng
  3. Gimpel'son V.E., Avdeeva D.A., Akindinova N.V., Voskoboinikov I.B., Denisenko M.B., Simachev Yu.V., Travkin P.V., Fedyunina A.A. Proizvoditel'nost' truda i rossiiskii chelovecheskii kapital: paradoksy vzaimosvyazi? [Workforce productivity and Russian human capital: the paradoxes of the relationship?]: the report to XXII Aprel'skoi mezhdunarodnoi nauchnoi konferentsii po problemam razvitiya ekonomiki i obshchestva, Moscow, April 13–30, 2021. Moscow, HSE University Publ., 2021, 61 p. (in Russian).
  4. Panev N.I., Korotenko O.Yu., Filimonov S.N., Semenova E.A., Panev R.N. Prevalence of cardiovascular pathology in workers of the aluminum industry. Gigiena i sanitariya, 2019, vol. 98, no. 3, pp. 276–279. DOI: 10.47470/0016-9900-2019-98-3-276-279 (in Russian).
  5. Titova E.Ya., Golub’ S.A. Contemporary problems of health protection for workers employed at a large industrial enterprise and working under occupational hazards. Health Risk Analysis, 2017, no. 4, pp. 83–90. DOI: 10.21668/health.risk/2017.4.09.eng
  6. Romeyko V.L., Poteryaeva E.L., Ivleva G.P., Kruglikova N.V., Trufanova N.L. The main problems concerning improvement for legal mechanisms of maintaining professional health of the working population. ZNiSO, 2018, no. 10 (307), pp. 46–49 (in Russian).
  7. Degot'kova I., Tkachyov I. Eksperty otsenili ubyl' rabochei sily v Rossii k kontsu desyatiletiya [Experts estimated the decline in workforce in Russia by the end of the decade]. RBC.Ru. Available at: https://www.rbc.ru/economics/01/06/2022/6294c6b89a7947c8beb41030 (July 7, 2023) (in Russian).
  8. Zavershilas' Vserossiiskaya nedelya okhrany truda-2021 «Riskam – net!» v Moskve [The All-Russian Work Safety Week 2021 “No risks!” has ended in Moscow]. Professional'noe izdatel'stvo. Available at: https://www.profiz.ru/sec/blog/post_6940/ (November 1, 2023) (in Russian).
  9. Korporativnye sistemy okhrany zdorov'ya i formirovaniya zdorovogo obraza zhizni: Rezolyutsiya Konferentsii [Corporate systems for protecting health and the formation of a healthy lifestyle: resolution of the conference]. Zdorov'e natsii – osnova protsvetaniya Rossii: Vserossiiskii forum [Health of the nation is the basis of prosperity of Russia: the All-Russian forum], Moscow, May 11, 2023. Available at: https://rspp.ru/upload/iblock/ccf/opfnzijwk5yxfmmqsygm1si302wuko4a/Rezol... (November 1, 2023) (in Russian).
  10. Bukhtiyarov I.V. Current state and main directions of preservation and strengthening of health of the working population of Russia. Meditsina truda i promyshlennaya ekologiya, 2019, vol. 59, no. 9, pp. 527–532. DOI: 10.31089/1026-9428-2019-59-9-527-532 (in Russian).
  11. Izmerov N.F., Bukhtiyarov I.V., Denisov E. Evaluation of occupational risks in the system of evidence-based medicine. Voprosy shkol'noi i universitetskoi meditsiny i zdorov'ya, 2016, no. 1, pp. 14–20 (in Russian).
  12. Iftime M.D., Dumitrascu A.-E., Ciobanu V.D. Chainsaw operators’ exposure to occupa-tional risk factors and incidence of professional diseases specific to the forestry field. Int. J. Occup. Saf. Ergon., 2022, vol. 28, no. 1, pp. 8–19. DOI: 10.1080/10803548.2019.1703336
  13. Maslennikova G.Ya., Oganov R.G. Prevention of noncommunicable diseases as an opportunity to increase life expectancy and healthy longevity. Kardiovaskulyarnaya terapiya i profilaktika, 2019, vol. 18, no. 2, pp. 5–12. DOI: 10.15829/1728-8800-2019-2-5-12 (in Russian).
  14. Kostarev V.G., Tendryakova S.Yu., Vlasova E.M., Ustinova O.Yu., Poroshina M.M., Barg A.O. Risk communication to health as a component of the risk-oriented model for the providing medical care to working population. ZNiSO, 2019, no. 2 (311), pp. 4–8. DOI: 10.35627/2219-5238/2019-311-2-4-8 (in Russian).
  15. Bukhtiyarov I.V., Kuzmina L.P., Izmerova N.I., Golovkova N.P., Nepershina O.P. Improvement of mechanisms of detecting early signs of health disorders for preservation labor longevity. Meditsina truda i promyshlennaya ekologiya, 2022, vol. 62, no. 6, pp. 377–387. DOI: 10.31089/1026-9428-2022-62-6-377-387 (in Russian).
  16. Protecting workers’ health. WHO, November 30, 2017. Available at: https://www.who.int/news-room/fact-sheets/detail/protecting-workers'-health (November 1, 2023).
  17. Popovich M.V., Manshina A.V., Kontsevaya A.V., Drapkina O.M. Corporate worker health promotion programs – review of foreign publications. The Russian Journal of Preventive Medicine, 2020, vol. 23, no. 3, pp. 156–161. DOI: 10.17116/profmed202023031156 (in Russian).
  18. Zemlyanova M.A., Zaitseva N.V., Kiryanov D.A., Ustinova O.Yu. Methodological approaches to evaluation and prediction of individual risk to health under the exposure to a complex of different factors for tasks of personalized prophylaxis. Gigiena i sanitariya, 2018, vol. 97, no. 1, pp. 34–43. DOI: 10.18821/0016-9900-2018-97-1-34-43 (in Russian).
  19. Panova T.V. Health of the working population is the most important condition for quality and labor productivity. Ekonomicheskie nauki, 2018, no. 161, pp. 39–41 (in Russian).
  20. Ponomareva T.A., Vorobeva A.A., Vlasova E.M., Ustinova O.Yu. Rehabilitation of employees of titanium-magnesium production with the installed disease of the upper respiratory ways. Medi¬tsina truda i ekologiya cheloveka, 2019, no. 4 (20), pp. 39–49. DOI: 10.24411/2411-3794-2019-10046 (in Russian).
  21. Ustinova O.Yu., Zaitseva N.V., Vlasova E.M., Kostarev V.G. Corporate programs for preventing health disorders among workers employed at adverse productions as a tool for occupational risk management. Health Risk Analysis, 2020, no. 2, pp. 72–82. DOI: 10.21668/health.risk/2020.2.08.eng
  22. Nowak M., Mierzwiak R., Butlewski M. Occupational risk assessment with grey system theory. Cent. Eur. J. Oper. Res., 2020, vol. 28, pp. 717–732. DOI: 10.1007/s10100-019-00639-8
  23. Aven T. Risk assessment and risk management: Review of recent advances on their foundation. European Journal of Operational Research, 2016, vol. 253, pp. 1–13. DOI: 10.1016/j.ejor.2015.12.023
  24. Marica L., Irimie S., Baleanu V. Aspects of occupational morbidity in the mining sector. Procedia Economics and Finance, 2015, vol. 23, pp. 146–151. DOI: 10.1016/S2212-5671(15)00368-8
Received: 
10.09.2023
Approved: 
27.11.2023
Accepted for publication: 
21.12.2023

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