Farmakoekonomika最新文献

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An economic evaluation of pre-dialysis stage of chronic kidney disease 慢性肾脏疾病透析前阶段的经济评价
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.100
E. I. Rumiantseva, M. Avxentyeva
{"title":"An economic evaluation of pre-dialysis stage of chronic kidney disease","authors":"E. I. Rumiantseva, M. Avxentyeva","doi":"10.17749/2070-4909/farmakoekonomika.2021.100","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.100","url":null,"abstract":"Objective: to review clinical and economic studies on the pre-dialysis stage of chronic kidney disease (CKD) and the cost-effectiveness of medical interventions used to detect CKD and prevent its progression.Material and methods. Articles were collected from the bibliographic databases PubMed, Cochrane Library and eLibrary for 2010–2020. Keywords for the search: ‘chronic kidney disease (CKD)’, ‘cost-effectiveness’, ‘economic evaluation’, ‘economic burden’, ‘cost’, ‘healthcare’. After the selection and elimination of the repeated articles, we reviewed 36 Russian and foreign studies on the economic burden of CKD and the clinical and economic effectiveness of various medical interventions of the CKD pre-dialysis stage.Results. We found 21 studies on the economic burden of CKD. A significant part of them (n=6) was performed in the United States.The methodology for assessing the economic burden varied significantly from study to study. Studies on medical interventions at the CKD predialysis stage can be divided into three groups: Group 1 (n=9) – studies on the clinical and economic effectiveness of screening programs; Group 2 (n=3) – studies on the clinical and economic effectiveness of nephroprotectors and other drugs that slow down the course of CKD; and Group 3 (n=3) – studies on the clinical and economic effectiveness of multidisciplinary care. We concluded on the clinical and economic feasibility of most interventions that were used to detect CKD and prevent its progression.Conclusion. We did not find any scientific data that could currently serve as a justification for the clinical and economic feasibility of CKD control programs in the Russian Federation. At the same time, studies conducted in foreign countries on the screening for CKD and some interventions aimed at slowing the progression of CKD suggest that in the Russian Federation, such approaches can be justified not only clinically, but also economically. It is necessary to conduct domestic research on the clinical and economic feasibility of interventions aimed at identifying and treating CKD at an early stage.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"94 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91300058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pharmacoeconomic evaluation of the effectiveness of therapy for metastatic colorectal cancer 转移性结直肠癌治疗效果的药物经济学评价
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.081
Y. Petukhova, E. Eliseeva, M. Volkov, O. Li, A. Petukhova
{"title":"Pharmacoeconomic evaluation of the effectiveness of therapy for metastatic colorectal cancer","authors":"Y. Petukhova, E. Eliseeva, M. Volkov, O. Li, A. Petukhova","doi":"10.17749/2070-4909/farmakoekonomika.2021.081","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.081","url":null,"abstract":"Objective: to perform a pharmacoeconomic evaluation of the effectiveness of therapies for metastatic colorectal cancer (mCRC) based on real practical data on medical help for patients with this disease.Material and methods. The authors performed a comparative cost-effectiveness analysis and the calculation of resource consumption in the application of several options of chemotherapy for mCRC: FOLFOX, FOLFIRI, and FOLFOXIRI; targeted therapy: FOLFOX + bevacizumab, FOLFOX + panitumumab, FOLFIRI + cetuximab, FOLFIRI + aflibercept, regorafenib monotherapy.Results. The cost-effectiveness parameter, calculated as a ratio of the cost of therapy to the median survival without progression, for chemotherapeutic schemes varied from 108 to 167 thousand rubles and for the targeted therapy schemes – from 223 to 930 thousand rubles. The calculation of resource consumption showed that in the case of a limited budget, 100% of patients can be treated by FOLFOX scheme, or 26% of patients by FOLFOX + panitumumab, or 47% of patients by FOLFOX + bevacizumab; and 100% of patients by FOLFIRI scheme or 11.5% of patients by FOLFIRI + cetuximab (aflibercept). Besides, it was established that in the case of a similar budget, 100% of patients with mCRC can be treated by chemotherapy schemes or a limited number of patients with regorafenib.Conclusion. The cost of targeted therapy significantly exceeds the cost of chemotherapeutic schemes. Still, considering the gross domestic product per capita in the Russian Federation, they can be an economically feasible investment and the optimum option of therapy","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"166 3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83671448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modern achievements in pharmacotherapy of osteoarthritis based on endo- and phenotyping 基于内分型和表型的骨关节炎药物治疗的现代成果
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.105
I. Sarvilina, O. A. Shavlovskaya, O. Gromova, A. Naumov, M. Sharov, Yu. S. Prokofyeva
{"title":"Modern achievements in pharmacotherapy of osteoarthritis based on endo- and phenotyping","authors":"I. Sarvilina, O. A. Shavlovskaya, O. Gromova, A. Naumov, M. Sharov, Yu. S. Prokofyeva","doi":"10.17749/2070-4909/farmakoekonomika.2021.105","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.105","url":null,"abstract":"The review of medical literature is devoted to modern data in the field of diagnosis and treatment of osteoarthritis using endo- and phenotyping. It includes the latest data on the epidemiology of osteoarthritis of different localizations, modern definitions and classifications of osteoarthritis endotypes and phenotypes, pathobiochemical patterns and pathomorphological parallels of disease phenotypes, new methodological approaches to the phenotyping of osteoarthritis (prognostic, prescriptive phenotyping, alternative methods), as well as modern advances in pharmacotherapy of the disease based on data from selected randomized controlled trials and meta-analyzes.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"87 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76980684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
The concept of syndromic diagnoses of osteoarthritis and back pain as a cause of therapy failure 骨关节炎和背部疼痛的综合征诊断的概念是治疗失败的原因
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.104
M. Putilina, N. Teplova, O. S. Gerasimova
{"title":"The concept of syndromic diagnoses of osteoarthritis and back pain as a cause of therapy failure","authors":"M. Putilina, N. Teplova, O. S. Gerasimova","doi":"10.17749/2070-4909/farmakoekonomika.2021.104","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.104","url":null,"abstract":"Osteoarthritis is considered a peripheral joint disease and is often ignored when discussing the prevalence and treatment of back pain. Traditionally, clinical guidelines from various countries are devoted to the treatment of nonspecific back pain (lower back pain), although this diagnosis is syndromic and is absent in ICD-10. Therefore, in real clinical practice, such diagnoses as osteochondrosis and dorsopathy simultaneously exist. The treatment strategies for back pain do not take into account chronic inflammation directly related to pro-inflammatory cytokines and oxidative stress, which makes drug therapy ineffective. It is advisable from the first days of therapy to choose parenteral forms from the group of symptomatic slow-acting drugs containing chondroitin sulfate (Chondroguard®), which will accelerate the onset of the analgesic effect and increase the effectiveness of pathogenetic therapy.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81347214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pharmacoeconomic analysis of the application of strong opioids for the treatment of chronic pain syndrome in patients with pancreatic cancer 强阿片类药物治疗胰腺癌患者慢性疼痛综合征的药物经济学分析
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.080
O. Bobrova, S. K. Zyryanov, N. Shnayder, M. Petrova
{"title":"Pharmacoeconomic analysis of the application of strong opioids for the treatment of chronic pain syndrome in patients with pancreatic cancer","authors":"O. Bobrova, S. K. Zyryanov, N. Shnayder, M. Petrova","doi":"10.17749/2070-4909/farmakoekonomika.2021.080","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.080","url":null,"abstract":"Objective: to evaluate the clinical and economic feasibility of opioid therapy based on the analysis of its cost and effectiveness in patients with chronic pain syndrome in pancreatic cancer.Material and methods. An observational prospective study in parallel groups of patients with chronic pain syndrome associated with pancreatic cancer was carried out. The analysis of cost minimization and cost-effectiveness was applied, as well as pharmacoeconomic modeling, which included the construction of a decision tree in patients receiving morphine sulfate (n=45) and fentanyl TTS (n=45) for pain relief. The sensitivity of the obtained data was assessed using one-way analysis.Results. It was shown that the treatment of chronic pain syndrome in patients with pancreatic cancer with opioid analgesics as part of combined treatment is the least expensive in the morphine sulfate group (incremental cost-effectiveness ratio 144.93). Based on the results of modeling, the prognostic factors of influence on the cost of analgesic therapy were determined: the cost of combined analgesic therapy, the cost of treatment of adverse reactions, and the cost-effectiveness ratio.Conclusion. Analgesic therapy of chronic pain syndrome with morphine sulfate in patients with pancreatic cancer is pharmacoeconomically feasible.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82300374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pharmacoeconomic aspects of COVID-19 treatment COVID-19治疗的药物经济学方面
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.086
I. V. Rogova, E. Zhidkova, I. A. Popova, A. V. Zaborovskiy, K. Gurevich
{"title":"Pharmacoeconomic aspects of COVID-19 treatment","authors":"I. V. Rogova, E. Zhidkova, I. A. Popova, A. V. Zaborovskiy, K. Gurevich","doi":"10.17749/2070-4909/farmakoekonomika.2021.086","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.086","url":null,"abstract":"The article provides an overview of global trends in various treatment approaches for COVID-19 in terms of pharmacoeconomic effectiveness. Different strategies for managing patients with the new coronavirus infection, separate groups of drugs are considered. The current clinical trials for COVID-19, the main directions, problems and challenges facing the healthcare system are discussed in detail. The aspects of the economic efficiency of various measures to prevent the spread of COVID-19 are presented. A thorough study of the pharmacoeconomic features of the new coronavirus infection will allow to develop effective standards for planning the process of supply for medical organizations in the pandemic.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"51 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86874692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
History of controlled trials in medicine: real priorities are little-known. Report 2. From early experiments to the present day: without alternation and randomization 医学对照试验的历史:真正的优先事项鲜为人知。报告2。从早期的实验到现在:没有交替和随机化
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.062
A. N. Koterov, O. A. Tikhonova, L. Ushenkova, A. Biryukov
{"title":"History of controlled trials in medicine: real priorities are little-known. Report 2. From early experiments to the present day: without alternation and randomization","authors":"A. N. Koterov, O. A. Tikhonova, L. Ushenkova, A. Biryukov","doi":"10.17749/2070-4909/farmakoekonomika.2021.062","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.062","url":null,"abstract":"The aim of the three-report review is the historical development of clinical trials, controlled trials (CT) and randomized controlled trials (RCT), and the inclusion of these approaches in health-related disciplines (Medicine and Epidemiology). Report 2 provides a description of the wellknown James Lind Library (JLL), as well as a formed database of sources on the theme. JLL was internationalized, although most of the papers belong to authors from the UK. Many studies on the history of CT and RCT are reflected in JLL publications, but remain unclaimed without changing on common milestones and priorities. Besides, the formed base of sources included 9 studies not reflected in the JLL, of which three are principled. Six of them are given in Report 2.Half of historical milestones on the theme (168 in total) belong to the United Kingdom, 23% to the United States, and 4% to the Italy. The remaining 19 countries, ancient, medieval and modern, contribute 0.6–4% (Russia – 1.2% by the 20th century). The earliest source on the history of CT is J.P. Bull’s dissertation (1951). The formed database as of July 2020 contained more than 260 publications, and only 9 of them were Russian (2005–2018). The base includes 7 western dissertations on the history of CT.The object of the Report 2 study was CT as such, without any attempts at randomization or even quasi-randomization by alternate allocation. The most comprehensive thematic table on non-randomized CTs has been compiled, including studies from the Chinese emperor Shen Nung (2373 BC) and the prophet Daniel (6th century BC), to BCG vaccination for children of Canadian Indians (1941–1949). PubMed search on ‘non-randomized controlled trial’ was made. For the period of 1990–2020 years, 303 publications were found (up to 32 papers in 2020). Compared to RCT, the number of such studies is small (estimated at 0.08%), but it is important to have an appropriate conjuncture in the modern period. Along with the fact that most of the drugs and therapies currently in use are developed without RCT, the revealed ‘immortality’ of CT, even without quasi-randomization, can have social significance, removing complexes and embarrassment in cases where neither RCT nor even quasi-RCT is possible, but social and public needs require the immediate receipt of at least an approximate answer to hot questions of public health (for example, in 2020).","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"79 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76342657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Pharmacoeconomic features of drug provision to the rheumatology department of the republican clinical hospital 共和临床医院风湿病科药物供应的药物经济学特征
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.079
L. N. Sheikhmambetova, E. .. Egorova, K. Onishchenko, E. I. Konyaeva
{"title":"Pharmacoeconomic features of drug provision to the rheumatology department of the republican clinical hospital","authors":"L. N. Sheikhmambetova, E. .. Egorova, K. Onishchenko, E. I. Konyaeva","doi":"10.17749/2070-4909/farmakoekonomika.2021.079","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.079","url":null,"abstract":"","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"56 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91260541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Increasing the medico-economic efficiency of preventive counseling for patients with arterial hypertension and behavioral risk factors for non-communicable diseases 提高动脉高血压和非传染性疾病行为危险因素患者预防性咨询的医疗经济效率
Farmakoekonomika Pub Date : 2021-10-08 DOI: 10.17749/2070-4909/farmakoekonomika.2021.074
O. Zadvornaya, A. Pishchita
{"title":"Increasing the medico-economic efficiency of preventive counseling for patients with arterial hypertension and behavioral risk factors for non-communicable diseases","authors":"O. Zadvornaya, A. Pishchita","doi":"10.17749/2070-4909/farmakoekonomika.2021.074","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.074","url":null,"abstract":"Objective: to evaluate behavioral risk factors (BRF) in patients with arterial hypertension (AH) and to determine the ways of improvement of the approaches to preventive consulting targeted to increase medico-economic efficiency of the prevention of cardiovascular diseases (CVDs).Material and methods. A total of 107 patients aged 40–60 years old that attended health-promoting schools for patients with AH at the institutions of primary medical help in Moscow in 2017–2019 were surveyed. The authors used diagnostic criteria of the risk factors for noncommunicable diseases that have behavioral character according to the classification of the World Health Organization (WHO). Along with that, the authors reviewed the opinion of 128 top managers of the institutions of primary medical help that attended the courses of their qualification improvement “Organization of public healthcare” in 2019. The course was dedicated to the possible ways of improvement of preventive consulting of patients with AH and BRF. The methods of content analysis, synthesis, statistical analysis, comparison, etc. were applied. The authors analyzed the documentation on the prevention of CVDs, scientific publications on the subject from eLibrary, Cochrane Library, PubMed, Scopus databases, and official sites of biomedical journals.Results. The sociological survey revealed data on the presence of BRF of non-communicable diseases in patients aged 40–60 years old with verified AH based on scientifically proven criteria and WHO classification. These criteria allowed to evaluate the degree of the proneness of patients with AH to the influence of harmful risk factors (smoking, alcohol consumption, lack of physical activity, unhealthy eating habits) and their combinations. The sociological survey data obtained from the top management of institutions of primary medical help indicated the necessity of the improvement of approaches to group preventive consulting of patients with AH and BRF.Conclusion. The results of the study revealed the main areas of the systemic mistakes in the preventive consulting of patients with AH that have BRF, associated with the evaluation of individual-psychological peculiarities of a personality, and in the organizational aspects of preventive counseling.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80961055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COVID-19 pandemic prediction model based on machine learning in selected regions of the Russian Federation 俄罗斯联邦选定地区基于机器学习的COVID-19大流行预测模型
Farmakoekonomika Pub Date : 2021-09-03 DOI: 10.17749/2070-4909/farmakoekonomika.2021.108
D. V. Gavrilov, R. Abramov, А. V. Kirilkina, А. Ivshin, R. Novitskiy
{"title":"COVID-19 pandemic prediction model based on machine learning in selected regions of the Russian Federation","authors":"D. V. Gavrilov, R. Abramov, А. V. Kirilkina, А. Ivshin, R. Novitskiy","doi":"10.17749/2070-4909/farmakoekonomika.2021.108","DOIUrl":"https://doi.org/10.17749/2070-4909/farmakoekonomika.2021.108","url":null,"abstract":"Background. Prediction of the new coronavirus infection (COVID-19) spread is important to take timely measures and initiate systemic preventive and anti-epidemic actions both at the regional and state levels to reduce morbidity and mortality.Objective: to develop a model for short-term forecasting of COVID-19 cases and deaths in the Russian Federation.Material and methods. The data for the model training were collected from the Stopcoronavirus.rf and Johns Hopkins University portals. It included 13 features to assess the infection dynamics and mortality, as well as the rate of morbidity and mortality in different countries and certain regions of the Russian Federation. The model was trained by the CatBoost gradient boosting method and retrained daily with updated data.Results. The forecast model of COVID-19 cases and deaths for the period of up to 14 days was created. The mean absolute percentage error (MAPE) estimate of the model’s accuracy ranged from 2.3% to 24% for 85 regions of the Russian Federation. The advantage of the CatBoost machine learning method over linear regression was shown using the example of the root mean square error (RMSE) value. The model showed less error for regions with a large population than for less populated ones.Conclusion. The model can be used not only to predict the pandemic of the novel coronavirus infection but also to control and assess the spread of diseases from the group of new infections at their emergence, peak incidence, and stabilization period.","PeriodicalId":36464,"journal":{"name":"Farmakoekonomika","volume":"87 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78963930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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