Investigate the relationship between men's health and medical publication

被引:1
|
作者
Ran, Na [1 ]
机构
[1] Univ Sci & Technol Beijing, 30 Xueyuan Rd, Beijing 100083, Peoples R China
关键词
Men's health; Medical publishing; Principal component analysis; Regression methods; Correlation coefficient; KNOWLEDGE TRANSLATION; COMMUNITIES; REGRESSION; PROMOTION; LITERACY; SUPPORT; GROWTH;
D O I
10.31083/jomh.2021.024
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background and objectives: The role of medical papers in different disciplines in men's health has not been well-clarified. The aim was to study qualitatively and quantitatively the impacts of medical papers in different disciplines of medical science on men's health. Materials and methods: The data have been analyzed by combining correlation analysis, principal component analysis, and multivariate regression methods. This combination method can clean input data by using its correlation with the target data. Thus, the weight of an input parameter by using the multivariate regression method can be obtained. Thus, the proposed method is used to perform personalized optimization. Results: 69.3% of the variation (P < 0.01) in the male mortality rate of China can be explained by the first principal component. 75.8% of the variation (P < 0.01) in the male life expectancy at birth in China can be explained by the first and the second principal component. Conclusion: The published medical papers in different disciplines, education, income, and GDP have equally important effects on men's health.
引用
收藏
页码:166 / 175
页数:10
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