Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making
Aim. Development of a tool for the evaluation of the therapeutic value of anticancer drugs based on multi-criteria analysis of decision making.Materials and methods. The study included 4 main stages. At the first stage, based on the results of the publications analysis and the EVIDEM system, a list...
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| Language: | Russian |
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IRBIS LLC
2020-11-01
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| Series: | Фармакоэкономика |
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| Online Access: | https://www.pharmacoeconomics.ru/jour/article/view/419 |
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| author | V. A. Lemeshko N. Z. Musina V. V. Omelyanovskiy |
| author_facet | V. A. Lemeshko N. Z. Musina V. V. Omelyanovskiy |
| author_sort | V. A. Lemeshko |
| collection | DOAJ |
| description | Aim. Development of a tool for the evaluation of the therapeutic value of anticancer drugs based on multi-criteria analysis of decision making.Materials and methods. The study included 4 main stages. At the first stage, based on the results of the publications analysis and the EVIDEM system, a list of therapeutic value criteria was formed. At the second stage, for each criterion, a survey of experts was used to develop a scale and to build a value function using the curve-fitting method. At the third stage, the weighing was carried out using the discrete choice experiment method and the statistical package "support.CEs" in R Studio. At the fourth stage, based on the obtained values of the weight coefficients and value functions, a simple linear additive model was constructed.Results. The authors developed a tool that included 5 criteria for the value of anticancer drugs: efficacy, safety, disease severity, ease of administration, and therapeutic need. For each criterion, a linear value function was built, which allowed the authors to obtain the value of the severity of the criterion in the range from 0 to 1 based on the absolute values of the criterion for a particular drug. As a result of the weighing, two sets of weighting coefficients were obtained by using two different methods of survey results processing. The criterion of efficacy has the most significant contribution to the therapeutic value for the Russian health care system, and the least significant is the severity of the disease. The distribution of the criteria in the intermediate contribution ranks was significantly different between the two sets of weights.Conclusions. For practical application and implementation of the proposed tool, it is required to conduct the validation using the example of specific antitumor drugs to select a final set of weighting coefficients, check the stability of the results, and form a scale of therapeutic value levels. |
| format | Article |
| id | doaj-art-b7c2fb3caa264edcb6d3e2260cdcd58f |
| institution | DOAJ |
| issn | 2070-4909 2070-4933 |
| language | Russian |
| publishDate | 2020-11-01 |
| publisher | IRBIS LLC |
| record_format | Article |
| series | Фармакоэкономика |
| spelling | doaj-art-b7c2fb3caa264edcb6d3e2260cdcd58f2025-08-20T03:19:20ZrusIRBIS LLCФармакоэкономика2070-49092070-49332020-11-0113326226910.17749/2070-4909/farmakoekonomika.2020.056309Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-makingV. A. Lemeshko0N. Z. Musina1V. V. Omelyanovskiy2Centre of Healthcare Quality Assessment and Control, Ministry of Health of the Russian Federation; Financial Research Institute of the Ministry of Finance of Russia; Russian medical Academy of continuous professional Education; Institute of Pharmacy and Translational Medicine, Sechenov UniversityCentre of Healthcare Quality Assessment and Control, Ministry of Health of the Russian Federation; Russian medical Academy of continuous professional Education; Saint Petersburg State Chemical Pharmaceutical University; Russian Presidential Academy of National Economy and Public AdministrationCentre of Healthcare Quality Assessment and Control, Ministry of Health of the Russian Federation; Russian medical Academy of continuous professional Education; Saint Petersburg State Chemical Pharmaceutical UniversityAim. Development of a tool for the evaluation of the therapeutic value of anticancer drugs based on multi-criteria analysis of decision making.Materials and methods. The study included 4 main stages. At the first stage, based on the results of the publications analysis and the EVIDEM system, a list of therapeutic value criteria was formed. At the second stage, for each criterion, a survey of experts was used to develop a scale and to build a value function using the curve-fitting method. At the third stage, the weighing was carried out using the discrete choice experiment method and the statistical package "support.CEs" in R Studio. At the fourth stage, based on the obtained values of the weight coefficients and value functions, a simple linear additive model was constructed.Results. The authors developed a tool that included 5 criteria for the value of anticancer drugs: efficacy, safety, disease severity, ease of administration, and therapeutic need. For each criterion, a linear value function was built, which allowed the authors to obtain the value of the severity of the criterion in the range from 0 to 1 based on the absolute values of the criterion for a particular drug. As a result of the weighing, two sets of weighting coefficients were obtained by using two different methods of survey results processing. The criterion of efficacy has the most significant contribution to the therapeutic value for the Russian health care system, and the least significant is the severity of the disease. The distribution of the criteria in the intermediate contribution ranks was significantly different between the two sets of weights.Conclusions. For practical application and implementation of the proposed tool, it is required to conduct the validation using the example of specific antitumor drugs to select a final set of weighting coefficients, check the stability of the results, and form a scale of therapeutic value levels.https://www.pharmacoeconomics.ru/jour/article/view/419therapeutic valuemulti-criteria decision-making analysisdiscrete choice experimentantitumor therapy |
| spellingShingle | V. A. Lemeshko N. Z. Musina V. V. Omelyanovskiy Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making Фармакоэкономика therapeutic value multi-criteria decision-making analysis discrete choice experiment antitumor therapy |
| title | Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making |
| title_full | Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making |
| title_fullStr | Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making |
| title_full_unstemmed | Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making |
| title_short | Evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision-making |
| title_sort | evaluation of the antitumor drugs therapeutic value using the method of multicriterial analysis of decision making |
| topic | therapeutic value multi-criteria decision-making analysis discrete choice experiment antitumor therapy |
| url | https://www.pharmacoeconomics.ru/jour/article/view/419 |
| work_keys_str_mv | AT valemeshko evaluationoftheantitumordrugstherapeuticvalueusingthemethodofmulticriterialanalysisofdecisionmaking AT nzmusina evaluationoftheantitumordrugstherapeuticvalueusingthemethodofmulticriterialanalysisofdecisionmaking AT vvomelyanovskiy evaluationoftheantitumordrugstherapeuticvalueusingthemethodofmulticriterialanalysisofdecisionmaking |