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Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment
OBJECTIVE: This study is aimed toward establishing a decision-making model with multiple criteria for appraisal and reimbursement to compare the attitudes of different stakeholders toward various dimensions and criteria and to evaluate the five targeted therapies (bevacizumab, cetuximab, panitumumab...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6907782/ https://www.ncbi.nlm.nih.gov/pubmed/31830075 http://dx.doi.org/10.1371/journal.pone.0225938 |
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author | Hsu, Jason C. Lin, Jia-Yu Lin, Peng-Chan Lee, Yang-Cheng |
author_facet | Hsu, Jason C. Lin, Jia-Yu Lin, Peng-Chan Lee, Yang-Cheng |
author_sort | Hsu, Jason C. |
collection | PubMed |
description | OBJECTIVE: This study is aimed toward establishing a decision-making model with multiple criteria for appraisal and reimbursement to compare the attitudes of different stakeholders toward various dimensions and criteria and to evaluate the five targeted therapies (bevacizumab, cetuximab, panitumumab, aflibercept, and regorafenib) for metastatic colorectal cancer. METHOD: This study is a multi-criteria decision analysis (MCDA) using a model that includes three dimensions and nine criteria. Both the overall and individual scores of the respective targeted therapies in different dimensions and criteria were calculated. A sensitivity analysis was carried out in order to evaluate the robustness of the research results. An interview-based questionnaire survey was applied to obtain the performance information for the targeted therapies and the weights of the dimensions and criteria. RESULTS: Overall, the clinical dimension had the highest weight, followed by the economic dimension, and finally, the social dimension. In the clinical dimension, the “comparative efficacy” criterion had the highest weight; in the economic dimension, the “cost-effectiveness” criterion” was given the greatest importance; in the social dimension, the “social concern and patient needs” criterion was given more emphasis. The overall values ranked from high to low as follows: cetuximab (overall score 3.3666), bevacizumab (3.3043), panitumumab (3.2030), aflibercept (2.8923) and regorafenib (2.8366). CONCLUSIONS: A comprehensive value assessment system combining “multi-dimensional criteria,” “multi-perspectives,” and an “integrative assessment” is necessary to evaluate the value of medicines. The results showed not only the order of weights of different dimensions or criteria, but also the rankings of the value of the targeted therapies. |
format | Online Article Text |
id | pubmed-6907782 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69077822019-12-27 Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment Hsu, Jason C. Lin, Jia-Yu Lin, Peng-Chan Lee, Yang-Cheng PLoS One Research Article OBJECTIVE: This study is aimed toward establishing a decision-making model with multiple criteria for appraisal and reimbursement to compare the attitudes of different stakeholders toward various dimensions and criteria and to evaluate the five targeted therapies (bevacizumab, cetuximab, panitumumab, aflibercept, and regorafenib) for metastatic colorectal cancer. METHOD: This study is a multi-criteria decision analysis (MCDA) using a model that includes three dimensions and nine criteria. Both the overall and individual scores of the respective targeted therapies in different dimensions and criteria were calculated. A sensitivity analysis was carried out in order to evaluate the robustness of the research results. An interview-based questionnaire survey was applied to obtain the performance information for the targeted therapies and the weights of the dimensions and criteria. RESULTS: Overall, the clinical dimension had the highest weight, followed by the economic dimension, and finally, the social dimension. In the clinical dimension, the “comparative efficacy” criterion had the highest weight; in the economic dimension, the “cost-effectiveness” criterion” was given the greatest importance; in the social dimension, the “social concern and patient needs” criterion was given more emphasis. The overall values ranked from high to low as follows: cetuximab (overall score 3.3666), bevacizumab (3.3043), panitumumab (3.2030), aflibercept (2.8923) and regorafenib (2.8366). CONCLUSIONS: A comprehensive value assessment system combining “multi-dimensional criteria,” “multi-perspectives,” and an “integrative assessment” is necessary to evaluate the value of medicines. The results showed not only the order of weights of different dimensions or criteria, but also the rankings of the value of the targeted therapies. Public Library of Science 2019-12-12 /pmc/articles/PMC6907782/ /pubmed/31830075 http://dx.doi.org/10.1371/journal.pone.0225938 Text en © 2019 Hsu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hsu, Jason C. Lin, Jia-Yu Lin, Peng-Chan Lee, Yang-Cheng Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title | Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title_full | Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title_fullStr | Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title_full_unstemmed | Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title_short | Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment |
title_sort | comprehensive value assessment of drugs using a multi-criteria decision analysis: an example of targeted therapies for metastatic colorectal cancer treatment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6907782/ https://www.ncbi.nlm.nih.gov/pubmed/31830075 http://dx.doi.org/10.1371/journal.pone.0225938 |
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