Multilevel modelling of the assessment of confidence in the healthcare system in residents of municipalities of the Arkhangelsk region and the Komi Republic
- Authors: Mordovsky E.A.1, Baranov A.V.1,2, Sannikov A.L.1, Monogarova Y.Y.1, Losev V.R.1, Shalaurova E.V.1
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Affiliations:
- Northern State Medical University
- Pitirim Sorokin Syktyvkar State University
- Issue: Vol 68, No 2 (2024)
- Pages: 131-138
- Section: SOCIOLOGY OF MEDICINE
- Submitted: 25.10.2024
- URL: https://modernonco.orscience.ru/0044-197X/article/view/638105
- DOI: https://doi.org/10.47470/0044-197X-2024-68-2-131-138
- EDN: https://elibrary.ru/crqhpn
- ID: 638105
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Full Text
Abstract
Introduction. The list of factors determining the confidence in the healthcare system, the vector and the strength of their influence are mediated by the social circumstance (place of living).
The purpose of the study is to quantify the level of confidence in the healthcare system in residents of the Arkhangelsk Region and the Komi Republic and to determine its territorial determinacy.
Materials and methods. A sociological survey was conducted in a group of one thousand seventy five residents from 20 municipalities of two northern regions. The multilevel modelling was used to confirm the hypothesis on the combined impact of factors of individual and group (municipal) levels on the confidence of citizens in healthcare system.
Results. The average “index” of confidence in the healthcare system of residents of the Arkhangelsk Region and the Komi Republic was 40.8 points (95% CI: 38.8–42.8) and 47.1 points (95% CI: 44.7–49.5), respectively (p < 0.001). The average values of the index of confidence in the healthcare system differ statistically significantly in the groups of residents in municipalities. Health Literacy is the most important determinant of the confidence in the healthcare system. Other major determinants are the respondents’ age, self-assessments of health status and well-being. Health Literacy, age and self-assessment of the well-being of Northerners living in different municipalities have a different impact on their confidence in the healthcare system.
Limitations of the study are due to the peculiarities of its design, — the lack of the possibility of verifying the respondents’ answers to the questions.
Conclusion. The confidence in the healthcare system of residents of the municipalities of the Arkhangelsk region and the Komi Republic is determined not only by their personal qualities, but also by the social (territorial) circumstance (place of living).
Compliance with ethical standards. The study was approved by the Independent Interdisciplinary Ethics Committee of the Northern State Medical University (Protocol No. 08/10-21 dated 10.27.2021). All respondents signed an informed consent to participate in the study.
Contribution of the authors:
Mordovsky E.A. — research concept and design, writing the text, statistical data processing;
Baranov A.V. — writing the text, editing;
Sannikov A.L. — collection and processing of material;
Monogarova Yu.Yu. — processing of material, editing;
Losev V.R. — collection and processing of material, compilation of the list of literature;
Shalaurova E.V. — collection and processing of material.
All authors are responsible for the integrity of all parts of the manuscript and approval of the manuscript final version.
Acknowledgment. The study had no sponsorship.
Conflict of interest. The authors declare no conflict of interest.
Received: April 4, 2023 / Accepted: April 27, 2023 / Published: April 29, 2024
About the authors
Edgar A. Mordovsky
Northern State Medical University
Author for correspondence.
Email: isphamea@yandex.ru
ORCID iD: 0000-0002-2346-9763
MD, PhD, DSci., Head of Department of Public Health, Healthcare and Social Work, the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: isphamea@yandex.ru
Russian FederationAlexander V. Baranov
Northern State Medical University; Pitirim Sorokin Syktyvkar State University
Email: baranov.av1985@mail.ru
ORCID iD: 0000-0002-3553-9001
MD, PhD, Director of Medical Institute of the Pitirim Sorokin Syktyvkar State University, Syktyvkar, 167001; Associate Professor of Department of Public Health, Healthcare and Social Work, the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: baranov.av1985@mail.ru
Russian FederationAnatoly L. Sannikov
Northern State Medical University
Email: jsannikov@yandex.ru
ORCID iD: 0000-0001-5856-8051
MD, PhD, DSci., Professor of Department of Public Health, Healthcare and Social Work in the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: jsannikov@yandex.ru
Russian FederationYulia Yu. Monogarova
Northern State Medical University
Email: monogarova@agkb-7.ru
ORCID iD: 0000-0001-5541-0574
MD, PhD, Associate Professor of Department of Public Health, Healthcare and Social Work, the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: monogarova@agkb-7.ru
Russian FederationVladimir R. Losev
Northern State Medical University
Email: tonklav@yandex.ru
ORCID iD: 0009-0000-1752-6373
MD, PhD, Associate Professor of Department of Public Health, Healthcare and Social Work, the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: tonklav@yandex.ru
Russian FederationElena V. Shalaurova
Northern State Medical University
Email: sheb29@mail.ru
ORCID iD: 0000-0002-5856-6635
MD, PhD, Associate Professor of Department of Public Health, Healthcare and Social Work, the Northern State Medical University, Arkhangelsk, 163000, Russian Federation
e-mail: sheb29@mail.ru
Russian FederationReferences
- Budarin S.S., Volkova O.A., Smirnova E.V. From information systems in the field of healthcare. ETAP: ekonomicheskaya teoriya, analiz, praktika. 2021; (5): 111–25. https://doi.org/10.24412/2071-6435-2021-5-111-125 https://elibrary.ru/hpxqnb (in Russian)
- Lippi G. Weighting healthcare efficiency against available resources: value is the goal. Diagnosis (Berl.). 2018; 5(2): 39–40. https://doi.org/10.1515/dx-2018-0031
- Osipova N.G., Semina T.V., Novoselova E.N. Medical community confidence: a reserve for preserving and improving the health of the population of Russia. Serdechno-sosudistye zabolevaniya. 2019; 20(5): 394–401. https://doi.org/ 10.24022/1810-0694-2019-20-5-394-401 https://elibrary.ru/lewrkw (in Russian)
- Birkhauer J., Gaab J., Kossowsky J., Hasler S., Krummenacher P., Werner C., et al. Trust in the health care professional and health outcome: A meta-analysis. PLoS One. 2017; 12(2): e0170988. https://doi.org/10.1371/journal.pone.0170988
- Fedonnikov A.S., Andriyanova E.A. Risks of trust in the institute of medicine in conditions of digital health: theoretical analysis and management practice. Saratovskiy nauchno-meditsinskiy zhurnal. 2020; 16(1): 94–8. https://elibrary.ru/jqjpbn (in Russian)
- Schee E.V.D., Groenewegen P.P., Friele R.D. Public trust in health care: a performance indicator? J. Health Organ. Manag. 2006; 20(5): 468. https://doi.org/10.1108/14777260610701821
- Davies H.T.O. Falling public trust in health services: implications for accountability. J. Health Serv. Res. Policy. 1999; 4(4): 193–4. https://doi.org/10.1177/135581969900400401
- Tvorogova N.D., Kuleshov D.V. Trust to the medical institution (literature report). Vestnik novykh meditsinskikh tekhnologiy. Elektronnoe izdanie. 2017; (1): 229–40. https://elibrary.ru/yhvbmj (in Russian)
- Sukhov A.N., Karashchuk L.N. Social and psychological aspects of trust in medical patients. Psikhologo-pedagogicheskiy poisk. 2022; (2): 138–47. https://doi.org/10.37724/RSU.2022.62.2.015 https://elibrary.ru/ehnyzo (in Russian)
- Menshikova L.I., Dyachkova M.G., Vyazmin A.M., Svetlichnaya T.G., Mordovskiy E.A. Patient satisfaction with primary health care in the Arkhangelsk region. Sotsial’nye aspekty zdorov’ya naseleniya. 2013; (5): 5. https://elibrary.ru/rjdqqx (in Russian)
- Lopatina M.V., Popovich M.V., Kontsevaya A.V., Drapkina O.M. Adaptation of the health literacy hls19 questionnaire for the Russian population. Ekologiya cheloveka. 2021; (1): 57–64. https://doi.org/10.33396/1728-0869-2021-1-57-64 https://elibrary.ru/kystjx (in Russian)
- Straten G.F.M., Friele R.D., Groenewegen P.P. Public trust in Dutch health care. Soc. Sci. Med. 2002; 55(2): 227–34. https://doi.org/10.1016/S0277-9536(01)00163-0
- Comparative report on health literacy in eight EU member states. The European Health Literacy Project 2009–2012. Maastricht: HLS-EU Consortium; 2012.
- Sørensen K., Pelikan J.M., Rőthlin F., Ganahl K., Slonska Z., Doyle G., et al. Health literacy in Europe: comparative results of the European health literacy survey (HLS-EU). Eur. J. Public Health. 2015; 25(6): 1053–8. https://doi.org/10.1093/eurpub/ckv043
- Heck R.H., Thomas S.L., Tabata L.N. Multilevel and Longitudinal Modeling with IBM SPSS. Routledge; 2013.
- Volchenko O.V., Shirokanova A.A. Applying multilevel regression modeling to cross-national data (on the example of generalized trust). Sotsiologiya: metodologiya, metody, matematicheskoe modelirovanie. 2016; (43): 7–62. https://elibrary.ru/zdeeip (in Russian)
- Kamynina N.N., Korotkova K.O., Skulkina Yu.N. Trust in the healthcare system: review. Zdorov’e megapolisa. 2020; 1(1): 87–95. https://elibrary.ru/wholot (in Russian)
- Greene J., Long S.K. Racial, ethnic, and income-based disparities in health care-related trust. J. Gen. Intern. Med. 2021; 36(4): 1126–8. https://doi.org/10.1007/s11606-020-06568-6
- Guerrero N., Mendes de Leon C.F., Evans D.A., Jacobs E.A. Determinants of trust in health care in an older population. J. Am. Geriatr. Soc. 2015; 63(3): 553–7. https://doi.org/10.1111/jgs.13316
- White R.O., Osborn C.Y., Gebretsadik T., Kripalani S., Rothman R.L. Health literacy, physician trust, and diabetes-related self-care activities in Hispanics with limited resources. J. Health Care Poor Underserved. 2013; 24(4): 1756–68. https://doi.org/10.1353/hpu.2013.0177
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