Investigate the relationship between men's health and medical publication
1Library, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, 100083 Beijing, China
DOI: 10.31083/jomh.2021.024 Vol.17,Issue 4,September 2021 pp.166-175
Submitted: 25 January 2021 Accepted: 09 February 2021
Published: 30 September 2021
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.
Men's health; Medical publishing; Principal component analysis; Regression methods; Correlation coeﬃcient
Na Ran. Investigate the relationship between men's health and medical publication. Journal of Men's Health. 2021. 17(4);166-175.
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