1. Home
  2. Vol 8, No 5 (2024)
  3. Grachev

New Assessment Model of Financing Treatment of Patients with Complete Tooth Loss

Dmitry I. Grachev, Aleksandr V. Martynenko, Sergey N. Perekhodov, Evgeniy V. Kostyrin, Magomet Sh. Mustafaev, Kamalutdin G. Akhmedov, Aslan V. Deshev, Daniil G. Rozanov, Nadezhda L. Korotkova, Stefan N. Kerasov, Sergey A. Arutyunov

Abstract


According to the World Health Organization, the global prevalence of complete tooth loss is estimated to be 7% among individuals aged 20 years and older, while for those aged 60 and over, this rate significantly increases to 23%. This study is relevant due to the psychological trauma, social challenges, and functional limitations caused by tooth loss, as well as the uneven availability of dental care worldwide. The goal of this research is to develop and implement a new model to assess the socioeconomic feasibility of investing in digital technologies for diagnosing and treating patients with complete tooth loss using removable polymer prostheses produced through additive 3D printing. The study employs scenario analysis, the clustered rankings coordination method, statistical methods, expert opinion assessment using Kendall’s coefficient of rank concordance, system analysis and design, questionnaires, sociometry, and functional modeling. The practical significance of this research lies in providing a quantitative assessment of economic opportunities for effectively using RPDs in three groups: RPDs without additional fixation means; those with special adhesive agents for improved fixation; and implant-supported prosthetics with conditionally removable dentures similar to RPDs. The scientific novelty of this study is the development of a new evaluation model that justifies the choice of prosthetic treatment technology for patients with complete tooth loss, enabling the most rational use of resources.

 

Doi: 10.28991/ESJ-2024-08-05-014

Full Text: PDF


Keywords


Denture; Dental Implant; Expert Assessment; Patient; Clustered Ranking; Scenario Analysis.

References


Almajed, O. S., Alayadi, H., & Sabbah, W. (2023). Inequalities in the Oral Health-Related Quality of Life among Children in Saudi Arabia. Cureus, 15(11), e49456. doi:10.7759/cureus.49456.

Bawaskar, H. S., & Bawaskar, P. H. (2020). Oral diseases: a global public health challenge. The Lancet, 395(10219), 185–186. doi:10.1016/s0140-6736(19)33016-8.

Aida, J., Takeuchi, K., Furuta, M., Ito, K., Kabasawa, Y., & Tsakos, G. (2022). Burden of Oral Diseases and Access to Oral Care in an Ageing Society. International Dental Journal, 72(4), S5–S11. doi:10.1016/j.identj.2022.06.012.

Peres, M. A., Macpherson, L. M. D., Weyant, R. J., Daly, B., Venturelli, R., Mathur, M. R., Listl, S., Celeste, R. K., Guarnizo-Herreño, C. C., Kearns, C., Benzian, H., Allison, P., & Watt, R. G. (2019). Oral diseases: a global public health challenge. The Lancet, 394(10194), 249–260. doi:10.1016/s0140-6736(19)31146-8.

Borg-Bartolo, R., Roccuzzo, A., Molinero-Mourelle, P., Schimmel, M., Gambetta-Tessini, K., Chaurasia, A., Koca-Ünsal, R., Tennert, C., Giacaman, R., & Campus, G. (2022). Global prevalence of edentulism and dental caries in middle-aged and elderly persons: A systematic review and meta-analysis. Journal of Dentistry, 127, 104335. doi:10.1016/j.jdent.2022.104335.

Alqutaibi, A. Y., Baik, A., Almuzaini, S. A., Farghal, A. E., Alnazzawi, A. A., Borzangy, S., Aboalrejal, A. N., AbdElaziz, M. H., Mahmoud, I. I., & Zafar, M. S. (2023). Polymeric Denture Base Materials: A Review. Polymers, 15(15), 3258. doi:10.3390/polym15153258.

Raszewski, Z., Nowakowska-Toporowska, A., Nowakowska, D., & Więckiewicz, W. (2021). Update on Acrylic Resins Used in Dentistry. Mini-Reviews in Medicinal Chemistry, 21(15), 2130–2137. doi:10.2174/1389557521666210226151214.

Baniasadi, K., Armoon, B., Higgs, P., Bayat, A., Gharehghani, M. a. M., Hemmat, M., Fakhri, Y., Mohammadi, R., Moghaddam, L. F., & Schroth, R. J. (2021). The Association of Oral Health Status and socio‐economic determinants with Oral Health‐Related Quality of Life among the elderly: A systematic review and meta‐analysis. International Journal of Dental Hygiene, 19(2), 153–165. doi:10.1111/idh.12489.

Vozza, I., Manzon, L., Passarelli, P. C., Pranno, N., Poli, O., & Grippaudo, C. (2021). The Effects of Wearing a Removable-Partial-Denture on the Bite Forces: A Cross-Sectional Study. International Journal of Environmental Research and Public Health, 18(21), 11401. doi:10.3390/ijerph182111401.

Bersanov R.U., Olesova V.N., Novozemtseva T.N., Shmakov N.A., Yuffa E.P., Lesnyak A.V., Chuyanova E.P. (2015). Subjective satisfaction and objective quality of prosthetic dentures, depending on the timing of their operation. Russian journal of dentistry, 19(4), 52–54.

Porfiriev, B. N., Shirov, A. A., Yanushevich, O. O., Grachev, D. I., Polzikov, D. A., Zolotnitskii, I. V., & Arutyunov, S. D. (2023). Development of Subsidized Prosthodontic Care: Socio-Economic Problems and Opportunities. Studies on Russian Economic Development, 34(1), 68–76. doi:10.1134/s1075700723010161.

Safonova, A. V., Petrin, A. N., Arutyunov, S. D., Tsarev, V. N., Akulenko, L. A., Zorina, A. O., Rebrikov, D. V., Rubanovich, A. V., Borinskaya, S. A., & Yankovsky, N. K. (2011). Association of Cytokine Gene Alleles with the Inflammation of Human Periodontal Tissue. Acta Naturae, 3(1), 116–122. doi:10.32607/20758251-2011-3-1-116-122.

Arutyunov, A. S., Shanidze, Z. L., Tsareva, E. V., & Arutyunov, S. D. (2018). Prosthodontic treatment of edentulous patients with postoperative mandibular defects of oncological origin. Stomatology, 97(1), 54. doi:10.17116/stomat201897154-58.

Tsarev, V. N., Ippolitov, E. V., Trefilov, A. G., Arutiunov, S. D., & Pivovarov, A. A. (2015). Features of adhesion of anaerobic periodontopathogenic bacteria and Candida albicans fungi to experimental samples of basis dental plastic depending on surface roughness and polishing method. Journal of Microbiology, Epidemiology and Immunobiology, (6), 21–27.

Shpinev, Y. (2021). Investments in medicine in the Russian model of healthcare financing: problems and solutions. Sociopolitical Sciences, 11(2), 75–81. doi:10.33693/2223-0092-2021-11-2-75-81.

Aida, J. (2021). Tooth Loss. In: Peres, M.A., Antunes, J.L.F., Watt, R.G. (Eds.) Oral Epidemiology. Textbooks in Contemporary Dentistry, 223–233. Springer, Cham, Switzerland. doi:10.1007/978-3-030-50123-5_13.

Kostyrin, E., Zolotnitsky, I., Bagdasaryan, G., Sterlikov, P., & Arutyunov, S. (2023). Theoretical aspects of strategic planning in dentistry. Russian Journal of Stomatology, 16(2), 3. doi:10.17116/rosstomat2023160213.

Fedorova, N. S., Saleev, R. A., Viktorov, V. N., & Saleev, N. R. (2021). Comprehensive study of dental orthopedic morbidity in elderly people and the ways to eliminate it. Endodontics Today, 19(4), 299–305. doi:10.36377/1683-2981-2021-19-4-299-305.

Gerasimov, K., & Zubarev, N. (2023). Analysis of methods for evaluating innovative projects. Management and Business Administration, 2, 144–155. doi:10.33983/2075-1826-2023-2-144-155.

Frolova, E. V., Turusheva, A. V., Trezubov, V. N., Rozov, R. A., Kabanov, M. Y., Gvetadze, R. S., & Arutyunov, S. D. (2023). Healthy aging and oral health. Russian Family Doctor, 27(1), 5–14. doi:10.17816/rfd312945.

Arutyunov, S. D., Grachev, D. I., & Martynenko, A. V. (2021). The medical social work with individuals of elderly and senile age with total loss of teeth. Problems of Social Hygiene Public Health and History of Medicine, 29(3), 509-513. doi:10.32687/0869-866x-2021-29-3-509-513.

Papaspyridakos, P., Bordin, T. B., Kim, Y., El‐Rafie, K., Pagni, S. E., Natto, Z. S., Teixeira, E. R., Chochlidakis, K., & Weber, H. (2019). Technical Complications and Prosthesis Survival Rates with Implant‐Supported Fixed Complete Dental Prostheses: A Retrospective Study with 1‐ to 12‐Year Follow‐Up. Journal of Prosthodontics, 29(1), 3–11. doi:10.1111/jopr.13119.

Lebedenko, I., Arutyunov, S., & Ryakhovsky, N. (2022). Orthopaedic Dentistry: national guidelines. GEOTAR-Media, Moscow, Russia. doi:10.33029/9704-6367-3-OD2-2022-1-416.

Arutyunov, S. D., Grachev, D. I., & Martynenko, A. V. (2021). The medical social work with individuals of elderly and senile age with total loss of teeth. Problems of Social Hygiene Public Health and History of Medicine, 29(3), 509-513. doi:10.32687/0869-866x-2021-29-3-509-513.

Arutyunov, S. D., Grachev, D. I., & Nikitin, A. D. (2020). Mathematical modelling on the fracture of a laminar prosthesis basis under natural chewing loads. IOP Conference Series Materials Science and Engineering, 747(1), 012065. doi:10.1088/1757-899x/747/1/012065.

Bhatt, N., Shah, U., & Mahajan, N. (2022). Clinical evaluation of complete denture fabricated using two different final impression techniques on masticatory efficiency and oral health-related quality of life. The Journal of Indian Prosthodontic Society, 22(4), 382. doi:10.4103/jips.jips_39_22.

Bhanushali, N. S., Belsare, N. B., Pattanaik, B. K. R., Modi, D. G., Pund, P. P., Surwade, P. R., Bangar, J. D., Deore, S. V., & Shinde, L. A. (2024). The Assessment of Awareness and Attitudes about the Use of Denture Adhesives amongst Dental Practitioners in Northern Maharashtra: A Delphi Technique. Cureus, 16(1), e51833. doi:10.7759/cureus.51833.

Hussain, Z., Miao, C., Zhao, Z., & Wang, Y. (2022). Nexus between Economic Efficiency, Healthcare, and Environmental Expenditures: A Perspective of BRI Countries. Frontiers in Public Health, 10, 842070. doi:10.3389/fpubh.2022.842070.

Turkyilmaz, I., Company, A. M., & McGlumphy, E. A. (2010). Should edentulous patients be constrained to removable complete dentures? The use of dental implants to improve the quality of life for edentulous patients. Gerodontology, 27(1), 3–10. doi:10.1111/j.1741-2358.2009.00294.x.

Vasiljeva, M. V. (2013). Directions of improvement of cluster policy. Contemporary Economic Issues, 4, 77. doi:10.24194/41311.

Tsimbalistov, A., Soboleva, A., Tsarev, V., Zolotnitsky, I., Dubova, L., Malginov, N., Dobrovolsky, P., Chuev, V., & Arutyunov, S. (2020). Clinical efficacy of removable dentures made of Nolatec photopolymeric base substance. Clinical Dentistry (Russia), 2, 121–125. doi:10.37988/1811-153x_2020_2_121.

Shanidze, Z., Muslov, S., Arutyunov, A., Astashina, N., & Arutyunov, S. (2020). Biomechanical approach to dental orthopedic treatment of patients with postoperative defect of the upper jaw. Russian Journal of Biomechanics, 24(1), 23–32. doi:10.15593/rjbiomech/2020.1.03.

Arutyunov, S., Kirakosyan, L., Dubova, L., Kharakh, Y., Malginov, N., Akhmedov, G., & Tsarev, V. (2022). Microbial Adhesion to Dental Polymers for Conventional, Computer-Aided Subtractive and Additive Manufacturing: A Comparative in Vitro Study. Journal of Functional Biomaterials, 13(2), 42. doi:10.3390/jfb13020042.

Tsareva, T., Kirakosyan, L., Grachev, D., Krasheninnikov, S., Chizhmakov, E., Kharah, Y., Tsarev, V., & Arutyunov, S. (2020). The clinical significance of adhesion of representatives of the oral microbiota to polymer materials recommended for dental technology of computer milling and 3D printing. Clinical Dentistry (Russia), 3, 113–118. doi:10.37988/1811-153x_2020_3_113.

Aksenov, G., Li, R., Abbas, Q., Fambo, H., Popkov, S., Ponkratov, V., Kosov, M., Elyakova, I., & Vasiljeva, M. (2023). Development of trade and financial-economical relationships between China and Russia: A study based on the trade gravity model. Sustainability, 15(7), 6099. doi:10.3390/su15076099.

Chizhmakov E. A., Tsareva T. V., Podporin M. S., Ippolitov E. V., Tlupov I. V., Balagova Z. E., Timoshchenko M. V., & Arutyunov A. S. Microbial adhesion to samples of complete removable dentures of polymethylmethacrylate-polyethyleneterephthalate composition. Clinical Dentistry (Russia), 26(4), 64–70. doi:10.37988/1811-153x_2023_4_64.

Janeva, N. M., Kovacevska, G., Elencevski, S., Panchevska, S., Mijoska, A., & Lazarevska, B. (2018). Advantages of CAD/CAM versus Conventional Complete Dentures - A Review. Open Access Macedonian Journal of Medical Sciences, 6(8), 1498–1502. doi:10.3889/oamjms.2018.308.

Achamu, G., Berhan, E., Geremew, S., & Tilahun, S. (2024). Scientometric analysis and topic modeling for Farm Financial Decision Modeling (FFDM). AGBIR, 40(3), 1142-1159. doi:10.35248/0970-1907.24.40.1142-1159.

Gusev, D. A. (2020). Traditional investment project valuation method. Scientific Interdisciplinary Research: Proceedings of the II International Scientific and Practical Conference, 5 June 2020, Saratov, Russia.

Dai, H., Li, N., Wang, Y., & Zhao, X. (2022). The analysis of three main investment criteria: NPV IRR and Payback Period. 7th International Conference on Financial Innovation and Economic Development, 185-189, doi:10.2991/aebmr.k.220307.028.

Zhang, S. (2021). Comparison of Different Investment Decisions Linked with Discount Rate. 3rd International Conference on Economic Management and Cultural Industry (ICEMCI 2021), 2076-2080. doi:10.2991/assehr.k.211209.340.

Agung, N.T.S., & Zuhri, N.B.S.S. (2023). Analysis of the Financial Feasibility of Potential Post-Pandemic Businesses Using the Net Present Value (NPV), Internal Rate of Return (IRR), and Payback Period (PP) Methods (Case Study: MSME Environmentally Friendly Bioplastic Products). Multidisciplinary Journal of Civilization, 3(7), 1432–1441. doi:10.55927/mudima.v3i7.4663.

Dobrzański, L. A., & Dobrzański, L. B. (2020). Dentistry 4.0 Concept in the Design and Manufacturing of Prosthetic Dental Restorations. Processes, 8(5), 525. doi:10.3390/pr8050525.

Azevêdo, R., Rotela, P., Chicco, G., Aquila, G., Rocha, L. C., & Peruchi, R. (2020). Identification and analysis of impact factors on the economic feasibility of wind energy investments. International Journal of Energy Research, 45(3), 3671–3697. doi:10.1002/er.6109.

Tsinaridze, R., Abuselidze, G., & Beridze, L. (2023). Actual issues of assessment of the investment environment. Economic Profile, 18(2(26)), 50–62. doi:10.52244/ep.2023.26.02.

Bassey, N. K. E., Opoku-Boateng, N. J., Antwi, N. B. O., & Ntiakoh, N. A. (2024). Economic impact of digital twins on renewable energy investments. Engineering Science & Technology Journal, 5(7), 2232–2247. doi:10.51594/estj.v5i7.1318.

Kazanskaya, L., & Chetchuev, M. (2023). Assessment of development prospects, economic effects and return on investment in the infrastructure of the international transport corridor “North-South”. E3S Web of Conferences, 460, 03015. doi:10.1051/e3sconf/202346003015.

Thoma, D. S., & Strauss, F. J. (2022). On the discrepancy between professionally assessed and patient-reported outcome measures. Journal of Periodontal & Implant Science, 52(2), 89. doi:10.5051/jpis.225202edi01.

CBR. (2022). Debt service-to-income ratio. Central Bank of the Russian Federation (CBR), Moscow, Russia. Available online: https://cbr.ru/eng/finstab/instruments/pti/ (accessed September 2024).

No. 601-FZ. (2022) Federal Law of December 29, No. 601-FZ “On Amendments to the Federal Law “On Consumer Credit (Loan)”. Available online: https://www.consultant.ru/document/cons_doc_LAW_436150/ (accessed September 2024).

Langworthy, B., Wu, Y., & Wang, M. (2022). An overview of propensity score matching methods for clustered data. Statistical Methods in Medical Research, 32(4), 641–655. doi:10.1177/09622802221133556.

Orlov A. I. (2023). About mathematical, statistical and instrumental methods of economy and management of science. Scientific Journal of Kuban State Agrarian University, 186, 173-194. doi:10.21515/1990-4665-186-011.

Keele, L., Lenard, M., & Page, L. (2021). Matching Methods for Clustered Observational Studies in Education. Journal of Research on Educational Effectiveness, 14(3), 696–725. doi:10.1080/19345747.2021.1875527.

Orlov A.I. (2023). Controlling of economic and mathematical methods. Scientific Journal of Kuban State Agrarian University, 190, 70-80. doi:10.21515/1990-4665-190-010.

Rosstat. (2024). Federal State Statistics Service. Moscow, Russia. Available online: https://eng.rosstat.gov.ru/ (accessed September 2024).

Mintrud. (2024). Employment of Population. Ministry of Labor of Russia. Moscow, Russia. Available online: https://mintrud.gov.ru/employment/119 (accessed September 2024).

Mintrud. (2024). Pension Provision Ministry of Labor of Russia. Moscow, Russia. Available online: https://mintrud.gov.ru/employment/119 (accessed September 2024).

Rosstat. (2024). Older Generation: Federal State Statistics Service. Moscow, Russia. Available online: https://rosstat.gov.ru/folder/13877 (accessed September 2024).

Rosstat. (2024). Standard of Living: Federal State Statistics Service. Moscow, Russia. Available online: https://rosstat.gov.ru/folder/13397 (accessed September 2024).

No. 82-FZ (2000). Federal Law of June 19, 2000 No. 82-FZ (as amended on December 19, 2022) “On the minimum wage”. Moscow, Russia. Available online: https://www.consultant.ru/document/cons_doc_LAW_27572/ (accessed August 2024).

Zinoveva, I., & Burmistrov, A. (2022). Methodological support for the assessment of sustainable development of forest complex enterprises for strategic planning purposes. Actual Directions of Scientific Researches of the XXI Century Theory and Practice, 10(2), 139–152. doi:10.34220/2308-8877-2022-10-2-139-152.

Voytsekhovska, Y. (2023). Methodical and practical aspects of credit support for fixed assets renewal of industrial enterprises. Journal of Lviv Polytechnic National University Series of Economics and Management Issues, 7(2), 79–90. doi:10.23939/semi2023.02.079.

CBR. (2024). Central Bank of the Russian Federation. Moscow, Russia. Available online: https://www.cbr.ru/eng/ (accessed September 2024).

Gavrilova, E. N., & Hasjanova, D. N. (2024). Comparative analysis of approaches to assessing the market cost of business in domestic and foreign practice. Vestnik Universiteta, 3, 130–141. doi:10.26425/1816-4277-2024-3-130-141.

Shkabin, G. S., Helmann, U., & Lezer, V. (2021). Proceedings of the VII International Scientific-Practical Conference “Criminal Law and Operative Search Activities: Problems of Legislation, Science and Practice”, April 23-23, 2021, Moscow, Russian Federation. doi:10.5220/0000147300003152.

Sokolov, E. V., & Kostyrin, E. V. (2024). An innovative model for determining the economic effect of university graduates on the example of Bauman Moscow State Technical University. Economy and Management Problems Solutions, 4/3(145), 12–25. doi:10.36871/ek.up.p.r.2024.04.03.002.

Babanov, S., Ostryakova, N., Strizhakov, L., Melentyev, A., & Lysova, M. (2024). Professional burnout and quality of life of nurses during the COVID-19 pandemic. Meditsinskaya Sestra, 44–52. doi:10.29296/25879979-2024-04-09.

Erwin, J., Horrell, J., Wheat, H., Axford, N., Burns, L., Booth, J., Witton, R., Shawe, J., Doughty, J., Kaddour, S., Boswell, S., Devalia, U., Nelder, A., & Paisi, M. (2024). Access to Dental Care for Children and Young People in Care and Care Leavers: A Global Scoping Review. Dentistry Journal, 12(2), 37. doi:10.3390/dj12020037.

Taylor, H. L., Menachemi, N., Holmes, A., Sen, B., Schleyer, T., & Blackburn, J. (2024). The Relationship between Dental Provider Density and Receipt of Dental Care Among Medicaid-enrolled Adults. Journal of Health Care for the Poor and Underserved, 35(1), 209–224. doi:10.1353/hpu.2024.a919815.

Aulia, W., Fatmasari, D., & Santoso, B. (2023). Development of dental and oral health care in specialistic orthodonty dental services. JDHT Journal of Dental Hygiene and Therapy, 4(2), 166–172. doi:10.36082/jdht.v4i2.1290.

Krom, I. L., Erugina, M. V., Yeremina, M. G., Sapogova, M. D., Orlova, M. M., Lipchanskaya, T. P., & Vlasova, M. V. (2024). Optimization of medical care in regional health care: perspectives and barriers. Sociology of Medicine, 22(1), 19–27. doi:10.17816/socm252064.

Yanushevich, O. O., Sterlikov, P. F., Zolotnitsky, I. V., Grachev, D. I., Bagdasaryan, G. G., Arutyunov, S. D., Sokolov, E. V., & Kostyrin, E. V. (2022). Economic and mathematical model of stimulating the work of dentists. Economy and Management Problems Solutions, 4/1(124), 5–15. doi:10.36871/ek.up.p.r.2022.04.01.001.

Arutyunov, S. D., Lebedenko, I. Yu., Kitsul, I. S., Terentyev, A. V., & Grachev, D. I. Experience in developing quality criteria for orthopedic treatment of patients with the use of dental implants in the absence of teeth. Russian Bulletin of Dental Implantology, 1(21), 107-112 (in Russian).

Miloslavskaya, N. G., Karapetyans, M., & Cheverkalov, V. (2023). Study of the applicability of the hierarchy analysis method for choosing a SIEM system. Information Technology Security, 30(3), 16–29. doi:10.26583/bit.2023.3.01.

Usykova, O. (2023). Hierarchy analysis method in the decision-making system of an enterprise. Economic Bulletin of the Dniprovsk State Technical University, 1(6), 86–91. doi:10.31319/2709-2879.2023iss1(6).283000pp86-91.

Sharapova, N. R. (2023). Analyzing Overseas Experience in Conducting Marketing Research in Business: Method of Hierarchy Analysis. Vestnik of the Plekhanov Russian University of Economics, 20(5), 92–100. doi:10.21686/2413-2829-2023-92-100.

Lin, C., Kou, G., Peng, Y., & Hefni, M. A. (2022). Dynamic thresholds of geometric consistency index associated with pairwise comparison matrix. Technological and Economic Development of Economy, 28(4), 1137–1157. doi:10.3846/tede.2022.16544.

Rallabandi, L. K., & Vandrangi, R. (2022). A method for improving cosine consistency index of pairwise comparison matrix in analytic hierarchy process. International Journal of Mathematics in Operational Research, 23(2), 259. doi:10.1504/ijmor.2022.127052.

Shtiller, M. V., Appakova, G. N., Selezneva, I. V., Vasiljeva, M. V., & Sisina, N. N. (2017). Procedure for efficiency assessment of financial - Budgetary control system. Journal of Applied Economic Sciences, 12(8), 2442–2454.

Handayani, A., Farikhin, F., & Surarso, B. (2024). Statisticam approaches for consistency index in analytical hierarchy process. AKSIOMA Journal of Mathematics and Mathematics Education, 14(3), 462–468. doi:10.26877/aks.v14i3.17114.

Sato, Y., & Tan, K. H. (2022). Inconsistency indices in pairwise comparisons: an improvement of the Consistency Index. Annals of Operations Research, 326(2), 809–830. doi:10.1007/s10479-021-04431-3.

Chen, R., Ji, Y., Jiang, G., Xiao, H., Xie, R., & Zhu, P. (2021). Composite Index Construction with Expert Opinion. Journal of Business and Economic Statistics, 41(1), 67–79. doi:10.1080/07350015.2021.2000418.

Gnaneshwara, N., & Vijay, B. V. (2023). MOSY: A method for synthetic opinions to yield a robust fuzzy expert system. MethodsX, 10, 102112. doi:10.1016/j.mex.2023.102112.

Johansen, J., & Fischer-Hübner, S. (2023). Expert Opinions as a Method of Validating Ideas: Applied to Making GDPR Usable. In: Gerber, N., Stöver, A., Marky, K. (Eds.) Human Factors in Privacy Research. Springer, Cham, Switzerland. doi:10.1007/978-3-031-28643-8_7.

Imanov, G., Aliyev, A., & Mikayilova, R. (2023). Z-Numbers Based Evaluation of Expert Opinions on Agricultural Structure. 15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022. Lecture Notes in Networks and Systems. Springer, Cham, Switzerland. doi:10.1007/978-3-031-25252-5_28.

Kostyrin, E. V., Vasilevskaya, N. A., Sterlikov, P. F., Zolotnitsky, I. V., Arutyunov, D. S., He, P., & Arutyunov, S. A. (2023). Innovative technologies for increasing the availability of medical care to citizens of the Russian Federation. Economic Sciences, 223, 169-203. doi:10.14451/1.223.169.

Sokolov, E. V., Kostyrin, E. V., & Lasunova, S. V. (2023). Social financial technologies of healthcare development based on medical savings accounts. Economy and Management Problems Solutions, 9/4(139), 196–236. doi:10.36871/ek.up.p.r.2023.09.04.017.


Full Text: PDF

DOI: 10.28991/ESJ-2024-08-05-014

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Dmitry I. Grachev, Aleksandr V. Martynenko, Sergey N. Perekhodov, Evgeniy V. Kostyrin, Magomet Sh. Mustafaev, Kamalutdin G. Akhmedov, Aslan V. Deshev, Daniil G. Rozanov, Nadezhda L. Korotkova, Stefan N. Kerasov, Sergey A. Arutyunov