The field of post-marketing benefit-risk assessment for traditional Chinese medicine（TCM） is still in its nascent stage， lacking a universally accepted and cohesive evaluation framework and standards. This study presented a strategy developed for the benefit-risk assessment of post-marketing of TCM， and explored the critical techniques and specific implementation steps involved in the assessment process. Initially， appropriate qualitative assessment frameworks and quantitative analysis models were selected for the integrated qualitative and quantitative benefit-risk assessment. Subsequently， key technologies were outlined， including the establishment of a benefit-risk indicator system， the assignment of indicator weights， and the definition of criteria attributes. Furthermore， the implementation steps were elaborated， which involved defining decision-making issues， data collection， evaluation methodologies， variability factors， and sensitivity analysis. Finally， a case study of the benefit-risk assessment of a TCM injection for hepatitis B treatment was conducted to validate the feasibility of the proposed strategy. The objective of this research was to provide theoretical support and practical references for the development of a comprehensive post-marketing benefit-risk assessment system for TCM.

With the rapid development of the interdisciplinary area of artificial intelligence and medicine, large language model (LLM) has been widely used in the fields such as diagnosis and treatment, medicine, and healthcare. LLM has unique advantages in the field of traditional Chinese medicine (TCM), such as high consistency with the "Four Diagnostic Methods", perfect combination of natural language and self-supervised learning in TCM, the ability to adapt to the characteristics TCM formulas, and the assistance in TCM diagnosis and treatment. At present, various LLM models have been developed, including the "Qihuang Ask Big Model" and the Digital Traditional Chinese Medicine Big Model "GLM-130B", but they still face challenges such as value mismatch and medical abuse, increased demand for interpretability, lack of advanced technology, and domestic policy access. This article reviews the evolution of LLM, its unique advantages and applications in the field of TCM, the problems and challenges, and the future development trends, in order to providereference for the further promotion of LLM in traditional medicine.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:To explore the difficulties and methods of value-based pricing of healthcare services,and to provide references for the price management of healthcare services in China.Methods:Based on the analysis of literature and policy,the operational methods of value-based pricing are clarified,and the international application experience of value-based pricing is reviewed.Comprehensive field research and interviews are conducted to analyze the difficulties in applying value-based pricing to healthcare services.Results:Currently,there are no mature theories and methods for value-based pricing of healthcare services,and there are also many practical difficulties in financing,payment,assessment and evaluation policies.Conclusion:In the future,it should consider incorporating service experience into the value framework independently of utility,and take"service utility"as the basis for pricing healthcare services,and select relevant indicators for measurement.At the same time,the price of healthcare services should take into account the willingness to pay of multiple parties,and stakeholders need to work closely together to form a consensus on value.

Objective:Compared to pricing based on input value,pricing based on output can better motivate service outcomes towards expectations and enhance input-output efficiency.The path of outcome value-oriented pricing for healthcare services is explored to provide a theoretical foundation for the value-based pricing of healthcare services.Methods:The concepts,methods and international experience of value pricing are sorted out.Results:Outcome-based pricing in healthcare services is divided into effect and utility,and is classified into four categories based on the different emphasis on the effect and utility of healthcare services.Conclusion:Services with a strong emphasis on effectiveness can draw inspiration from the Quantified Quality of Life(QALY)results in the medical technology field,while services with a strong emphasis on utility may require the development of new utility scales for service evaluation.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:To explore the difficulties and methods of value-based pricing of healthcare services,and to provide references for the price management of healthcare services in China.Methods:Based on the analysis of literature and policy,the operational methods of value-based pricing are clarified,and the international application experience of value-based pricing is reviewed.Comprehensive field research and interviews are conducted to analyze the difficulties in applying value-based pricing to healthcare services.Results:Currently,there are no mature theories and methods for value-based pricing of healthcare services,and there are also many practical difficulties in financing,payment,assessment and evaluation policies.Conclusion:In the future,it should consider incorporating service experience into the value framework independently of utility,and take"service utility"as the basis for pricing healthcare services,and select relevant indicators for measurement.At the same time,the price of healthcare services should take into account the willingness to pay of multiple parties,and stakeholders need to work closely together to form a consensus on value.

Objective:Compared to pricing based on input value,pricing based on output can better motivate service outcomes towards expectations and enhance input-output efficiency.The path of outcome value-oriented pricing for healthcare services is explored to provide a theoretical foundation for the value-based pricing of healthcare services.Methods:The concepts,methods and international experience of value pricing are sorted out.Results:Outcome-based pricing in healthcare services is divided into effect and utility,and is classified into four categories based on the different emphasis on the effect and utility of healthcare services.Conclusion:Services with a strong emphasis on effectiveness can draw inspiration from the Quantified Quality of Life(QALY)results in the medical technology field,while services with a strong emphasis on utility may require the development of new utility scales for service evaluation.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:To explore the difficulties and methods of value-based pricing of healthcare services,and to provide references for the price management of healthcare services in China.Methods:Based on the analysis of literature and policy,the operational methods of value-based pricing are clarified,and the international application experience of value-based pricing is reviewed.Comprehensive field research and interviews are conducted to analyze the difficulties in applying value-based pricing to healthcare services.Results:Currently,there are no mature theories and methods for value-based pricing of healthcare services,and there are also many practical difficulties in financing,payment,assessment and evaluation policies.Conclusion:In the future,it should consider incorporating service experience into the value framework independently of utility,and take"service utility"as the basis for pricing healthcare services,and select relevant indicators for measurement.At the same time,the price of healthcare services should take into account the willingness to pay of multiple parties,and stakeholders need to work closely together to form a consensus on value.