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Scoring the Value Assessment Framework for China: A Factorial Survey.
Mengmeng Zhang1, Yi Yang2, Yun Bao3
1Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.
This study developed scoring functions for China's value assessment framework (VAF) to evaluate drug value and insurance coverage probability. Health benefits and safety were key factors, with higher value for severe diseases.
Area of Science:
- Health economics
- Pharmaceutical policy
- Value-based healthcare
Background:
- The value assessment framework (VAF) in China requires scoring functions to evaluate drug value.
- Developing these functions is crucial for healthcare decision-making and resource allocation.
Purpose of the Study:
- To develop and validate scoring functions for the VAF in China.
- To assess the influence of various drug attributes on perceived value and insurance coverage recommendations.
Main Methods:
- A factorial survey was conducted with Chinese healthcare stakeholders.
- Respondents evaluated 240 hypothetical drug profiles across different disease severities.
- Linear and logistic mixed-effects models were employed to derive scoring functions.
Main Results:
- Health benefits and safety attributes significantly influenced drug value scoring.
- Higher perceived value and increased probability of insurance coverage were observed for drugs targeting severe/critical diseases.
- Scoring functions demonstrated the differential impact of attributes across disease scenarios.
Conclusions:
- The developed VAF scoring functions provide a quantitative tool for drug value assessment in China.
- These functions can predict a drug's likelihood of negotiation and insurance coverage.
- The findings support evidence-based decision-making in pharmaceutical policy and market access.
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