Our team proposed and constructed an Expert-knowledge and Data-driven Comprehensive Evaluation Model of Chinese Patent Medicine (EDCEM-CPM) using the machine learning algorithm. This model could improve the system of the comprehensive evaluation of the Chinese patent medicine in technology and provide measurement tools for Chinese patent medicine according to its characteristics. The model evaluates the multi-dimensional value of Chinese patent medicine by data pre-treatment, clustering algorithms, and data training steps, such as automatic learning weighting. This evaluation model is already in practice. In this paper, we introduced the establishment of the model with the calculation process for reference.
Objective To systematically evaluate the quality of published pharmacoeconomics studies on Chinese patent medicines for neoplasms. Methods Datasets including CNKI, WanFang Data, VIP, SinoMed, PubMed, Web of Science, Cochrane Library, and EMbase were searched to collect pharmacoeconomics studies of Chinese patent medicines in neoplasms from the establishment of the database to September 30, 2022. Consolidated health economic evaluation reporting standards 2022 (CHEERS 2022) and quality of health economics studies (QHES) were used to evaluate the reporting quality and methodological quality. Results A total of 25 studies were included, with an average CHEERS 2022 coincidence rate of 40.09% and an average QHES score of 53.2. Conclusion The quantity and quality of pharmacoeconomics studies on Chinese patent medicines in neoplasms are insufficient and flawed. It is suggested to strenthen the collaboration between scientific research institutions and hospitals and standardize the pharmacoeconomics studies on Chinese patent medicines in neoplasms to provide hygienic decision-making evidence for Chinese patent medicines in neoplasms.
ObjectiveThis study aims to conduct a systematic review and quality assessment of published domestic and foreign studies on the pharmacoeconomics of Chinese patent medicines, with the goal of identifying relevant issues and proposing improvement suggestions. MethodsThe methods used in this study involved systematic searches of the CNKI, WanFang Data, VIP, and PubMed databases for domestic and foreign studies related to the pharmacoeconomics of Chinese patent medicines, with a search deadline of May 20, 2022. The studies were evaluated systematically based on various aspects such as title, year, author, journal, research perspective, research type, disease area, research object, research design type, research method, application model, model calibration, sensitivity analysis, cost calculation, effectiveness indicators, and adverse reaction comparison. The evaluation of report quality and methodological quality was conducted using the consolidated health economic evaluation reporting standards 2022 (CHEERS 2022) and the quality of health economic studies (QHES) tools, respectively. ResultsThis study included a total of 249 articles, including 247 in Chinese and 2 in English. The first article on the pharmacoeconomics of Chinese patent medicine was published in 2000. The diseases studied covered 59.26% of the ICD-11 disease areas. Articles reporting on the research perspective accounted for 16.87% of the total number of studies, while 32.4% of studies provided an explanation of the research type. The main method used was cost-effectiveness analysis, accounting for 86.75% of the studies, and the main cost component was direct medical costs, accounting for 89.56%. The primary effectiveness indicator was the overall effective rate, accounting for 78.31% of the studies. The average compliance rate with the CHEERS 2022 standard was 43.58%, and the average QHES score was 56.7. ConclusionA considerable part of the existing research on the pharmacoeconomics of traditional Chinese medicine (TCM) suffers from problems such as the lack of research methods or non-standardized methods. Therefore, the relevant research abilities of researchers who conduct TCM pharmacoeconomic research need to be improved.
The preferred reporting items for comprehensive evaluation of Chinese patent medicine (PRICE-CPM) regulate the specific requirements of forming integrity, clear, and transparent reports from title to conclusion. It contains six domains with twenty-one items and seventy-two sub-items and is important to promote the integrity, scientificity, transparency, and applicability of relevant reports. Additionally, it indicates that comprehensive evaluation results reports of post-marketing Chinese patent medicine should refer to PRICE-CPM. Therefore, this article provides a detailed interpretation of the report list and references for future users.