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Risk assessment of clinical research quality for innovative anti-tumor drugs based on triangular fuzzy analytic hierarchy process
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Bang-yu ZHANG1, 2, Yi-dan JIANG1, Ling ZHANG1
Chinese Journal of New Drugs | 2026, 35(15) : 1584 - 1591
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Chinese Journal of New Drugs | 2026, 35(15): 1584-1591
Risk assessment of clinical research quality for innovative anti-tumor drugs based on triangular fuzzy analytic hierarchy process
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Bang-yu ZHANG1, 2, Yi-dan JIANG1, Ling ZHANG1
Affiliations
  • 1Clinical Research Management Office, Shanghai Pulmonary Hospital Affiliated to Tongji University, Shanghai 200433, China
  • 2Department of Pharmacy, Shanghai Pulmonary Hospital Affiliated to Tongji University, Shanghai 200433, China
Published: 2026-08-15 doi: 10.20251/j.cnki.1003-3734.2026.15.003
Outline
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Objective:

To establish a scientific risk assessment system, identify and quantify key risk factors affecting the quality of clinical research on innovative anti-tumor drugs, and provide a decision-making basis for quality management and risk control.

Methods:

This study adopted the triangular fuzzy analytic hierarchy process (TFAHP) to construct a risk assessment indicator system consisting of 8 primary indicators and 26 secondary indicators. Expert scoring was used to determine the weight of each indicator, followed by consistency testing and comprehensive ranking analysis.

Results:

Among the primary indicators, the highest weights were assigned to clinical research ward construction and management risk (0.139 4), information and data risk (0.130 2), and safety event management (0.125 3), highlighting research environment, data management, and subject safety as key focus areas. At the secondary level, data security risk and system security risk under the category of information and data risk (both 0.065 1) ranked highest, followed by litigation risk and policy risk under legal and policy risk (both 0.059 3), together constituting the high-risk tier. The top ten indicators in overall ranking also included safety data collection, quality control, biospecimen collection and processing, and adverse events/serious adverse events (AE/SAE) documentation, reflecting expert emphasis on data integrity, legal compliance, research quality assurance, and subject safety.

Conclusion:

TFAHP effectively identifies and quantifies multidimensional risk factors in clinical research of innovative anti-tumor drugs. This study defines high, medium, and low-risk levels and proposes corresponding preventive strategies, providing theoretical and practical guidance for improving research quality and reducing clinical trial risks.

innovative anti-tumor drugs  /  clinical research  /  quality risk assessment  /  triangular fuzzy analytic hierarchy process
张邦禹, 蒋一丹, 张玲. 基于三角模糊层次分析法的创新性抗肿瘤药物临床研究质量风险评估研究. 中国新药杂志, 2026 , 35 (15) : 1584 -1591 . DOI: 10.20251/j.cnki.1003-3734.2026.15.003
Bang-yu ZHANG, Yi-dan JIANG, Ling ZHANG. Risk assessment of clinical research quality for innovative anti-tumor drugs based on triangular fuzzy analytic hierarchy process[J]. Chinese Journal of New Drugs, 2026 , 35 (15) : 1584 -1591 . DOI: 10.20251/j.cnki.1003-3734.2026.15.003
Year 2026 volume 35 Issue 15
47
7
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Article Info
doi: 10.20251/j.cnki.1003-3734.2026.15.003
  • Online Date:2026-10-26
  • Published:2026-08-15
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History
  • Accepted:2025-09-13
Funding
Affiliations
    1Clinical Research Management Office, Shanghai Pulmonary Hospital Affiliated to Tongji University, Shanghai 200433, China
    2Department of Pharmacy, Shanghai Pulmonary Hospital Affiliated to Tongji University, Shanghai 200433, China
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表12种不同金属材料的力学参数
科
Family
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Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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