1.Requirements and Technical Aspects of Real world Data Governance in China's Medical Standards and Specifications
Xinmiao GUAN ; Yanzi ZHU ; Hao LIU ; Minjing LUO ; Changhao LIANG ; Feng CAO ; Zhihan LIU ; Jianguo ZHOU ; Dong ZHANG ; Yutong FEI
Medical Journal of Peking Union Medical College Hospital 2025;16(4):1008-1017
Objective To investigate the governance requirements for real world data(RWD)in China's medical standards and specifications,summarize key technical aspects of data governance,and provide refer-ences for RWD governance-related research.Methods Computerized searches were conducted in CNKI,Wan-fang Data,VIP,and SinoMed,as well as the official websites of 29 national medical societies and the National Standard Information Public Service Platform,covering all records from inception to December 12,2023.A data extraction form was developed,and the included standards and specifications were categorized according to the first six RWD governance processes outlined in the Guidelines for Real World Data Used to Generate Real-World Evidence(Trial)issued by the National Medical Products Administration:data security,data extraction,data cleaning,data transformation,data transmission and storage,and quality control.Relevant content on data governance was systematically summarized and comparatively analyzed.Results A total of 32 standards and specifications were included,comprising 15 foundational medical data standards and 17 data gov-ernance technical specifications.Among these,6 addressed data security,6 covered data extraction,5 focused on data cleaning,5 involved data transformation,6 pertained to data transmission and storage,and 4 discussed quality control.Foundational medical data standards included data description elements,terminology,and format standards,broadly covering essential data elements and meeting basic standardization needs.Data gov-ernance technical specifications primarily provided general guidelines for medical data governance,emphasizing requirements and recommendations.While requirements for data security and extraction were relatively well-de-fined,technical guidance on data transformation and quality control remained limited,and implementation pathways for data cleaning,transmission,and storage were insufficiently detailed.Conclusions As real-world evidence plays an increasingly critical role in healthcare decision-making,China's medical standards and speci-fications have established a preliminary governance framework for RWD.However,technical details and practi-cal implementation of RWD governance still require further refinement.
2.Requirements and Technical Aspects of Real world Data Governance in China's Medical Standards and Specifications
Xinmiao GUAN ; Yanzi ZHU ; Hao LIU ; Minjing LUO ; Changhao LIANG ; Feng CAO ; Zhihan LIU ; Jianguo ZHOU ; Dong ZHANG ; Yutong FEI
Medical Journal of Peking Union Medical College Hospital 2025;16(4):1008-1017
Objective To investigate the governance requirements for real world data(RWD)in China's medical standards and specifications,summarize key technical aspects of data governance,and provide refer-ences for RWD governance-related research.Methods Computerized searches were conducted in CNKI,Wan-fang Data,VIP,and SinoMed,as well as the official websites of 29 national medical societies and the National Standard Information Public Service Platform,covering all records from inception to December 12,2023.A data extraction form was developed,and the included standards and specifications were categorized according to the first six RWD governance processes outlined in the Guidelines for Real World Data Used to Generate Real-World Evidence(Trial)issued by the National Medical Products Administration:data security,data extraction,data cleaning,data transformation,data transmission and storage,and quality control.Relevant content on data governance was systematically summarized and comparatively analyzed.Results A total of 32 standards and specifications were included,comprising 15 foundational medical data standards and 17 data gov-ernance technical specifications.Among these,6 addressed data security,6 covered data extraction,5 focused on data cleaning,5 involved data transformation,6 pertained to data transmission and storage,and 4 discussed quality control.Foundational medical data standards included data description elements,terminology,and format standards,broadly covering essential data elements and meeting basic standardization needs.Data gov-ernance technical specifications primarily provided general guidelines for medical data governance,emphasizing requirements and recommendations.While requirements for data security and extraction were relatively well-de-fined,technical guidance on data transformation and quality control remained limited,and implementation pathways for data cleaning,transmission,and storage were insufficiently detailed.Conclusions As real-world evidence plays an increasingly critical role in healthcare decision-making,China's medical standards and speci-fications have established a preliminary governance framework for RWD.However,technical details and practi-cal implementation of RWD governance still require further refinement.
3.Psychological and behavioral functioning of children and adolescents during long-term home-schooling.
Lin WANG ; Yan HAO ; Li CHEN ; YiWen ZHANG ; HongZhu DENG ; XiaoYan KE ; JianHong WANG ; Fei LI ; Yan HOU ; XiangHui XIE ; Qi XU ; Xi WANG ; HongYan GUAN ; WeiJie WANG ; JianNa SHEN ; Feng LI ; Ying QIAN ; LiLi ZHANG ; XinMiao SHI ; Yu TIAN ; ChunHua JIN ; XiaoLi LIU ; TingYu LI
Chinese Journal of Preventive Medicine 2021;55(9):1059-1066
Adaptation, Psychological
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Adolescent
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COVID-19
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Child
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China
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Cross-Sectional Studies
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Female
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Humans
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Male
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SARS-CoV-2

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