LYU Xiaoying, WANG Xinxin, AI Yanke. Analysis and Processing of Missing Data in Clinical Cohort Study of Traditional Chinese Medicine[J]. Journal of Traditional Chinese Medicine2019, 60(4): 302-305.
LYU Xiaoying, WANG Xinxin, AI Yanke. Analysis and Processing of Missing Data in Clinical Cohort Study of Traditional Chinese Medicine[J]. Journal of Traditional Chinese Medicine2019, 60(4): 302-305.DOI: 10.13288/j.11-2166/r.2019.04.009.
Analysis and Processing of Missing Data in Clinical Cohort Study of Traditional Chinese Medicine
Traditional Chinese medicine( TCM) diagnosis and treatment is characterized by individualized differentiation of symptoms and signs as well as complex intervention. The cohort study close to the real world research can fully highlight the advantages of TCM diagnosis and treatment. However
data integrity is directly or indirectly damaged due to the large sample size
long research cycle
high openness and allowable bias of cohort research. Traditional data processing methods based on deletion and mean substitution are prone to waste samples and reduce statistical efficiency
while data missing processing methods based on multi-filling and maximum likelihood are more and difficult to choose
and there are problems of misuse among methods. If the missing data fitting processing path can be constructed according to the three steps of data missing determination
method selection
fitting and fitting effect evaluation
and according to the attributes of missing data carefully distinguishing the differences between methods and using conditions
the data quality will be effectively improved
and the data after fitting will be close to patient treatment
which can more accurately and truly reflects the clinical efficacy of Chinese medicine.
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Related Author
CHEN Yuhan
LI Runting
YUAN Ziyi
WEI Shuwen
LIU Kai
WEN Yaqian
LIU Jianping
LIU Zhaolan
Related Institution
Center for Evidence-Based Medicine,Affiliated Hospital of Chengdu University of Traditional Chinese Medicine
School of Acupuncture-Moxibustion and Tuina,Beijing University of Chinese Medicine
School of Management Science and Engineering,Nanjing University of Finance and Economics
Center for Evidence-Based Medicine,Beijing University of Chinese Medicine
Guang'anmen Hospital,China Academy of Chinese Medical Sciences