Investigate the relationship between men's health and medical publication
1Library, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, 100083 Beijing, P. R. China
Online publish date: 12 March 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.doi:10.31083/jomh.2021.024.
 Kinzig AP, Carpenter S, Dove M, Michael M, Heal G, Levi, S, et al. Nature and society: An imperative for integrated environmental research. In Executive summary of a workshop sponsored by NSF, Developing a Research Agenda for Linking Biogeophysical and Socioeconomic Systems (p. 72). Tempe, Arizona. 2000.
 Sarbu M, Doinea O, Mangra M. Knowledge based economy-the basis for insuring a sustainable development. Annals of the University of Petrosani, Economics. 2009; 9: 6.
 Jacobson N, Butterill D, Goering P. Development of a framework for knowledge translation: understanding user context. Journal of Health Services Research & Policy. 2003; 8: 94-99.
 Wensing M, Grol R. Knowledge translation in health: how implemen-tation science could contribute more. BMC Medicine. 2019; 17: 88.
 Smylie J, Kaplan-Myrth N, McShane K. Indigenous knowledge translation: baseline findings in a qualitative study of the pathways of health knowledge in three indigenous communities in Canada. Health Promotion Practice. 2009; 10: 436-446.
 Tetroe JM, Graham ID, Foy R, Robinson N, Eccles MP, Wensing M, et al. Health research funding agencies’ support and promotion of knowledge translation: an international study. The Milbank Quarterly. 2008; 86: 125-155.
 LaRocca R, Yost J, Dobbins M, Ciliska D, Butt M. The effectiveness of knowledge translation strategies used in public health: a systematic review. BMC Public Health. 2012; 12: 751.
 Graham ID, Logan J, Harrison MB, Straus SE, Tetroe J, Caswell W, et al. Lost in knowledge translation: time for a map? The Journal of Continuing Education in the Health Professions. 2006; 26: 13-24.
 Estabrooks CA, Thompson DS, Lovely JJE, Hofmeyer A. A guide to knowledge translation theory. The Journal of Continuing Education in the Health Professions. 2006; 26: 25-36.
 McKibbon KA, Lokker C, Wilczynski NL, Ciliska D, Dobbins M, Davis DA, et al. A cross-sectional study of the number and frequency of terms used to refer to knowledge translation in a body of health literature in 2006: a Tower of Babel? Implementation Science. 2010; 5: 16.
 Koens L, Harkema B, Faasse P. Making knowledge work: the function of public knowledge organizations in the Netherlands. Research outside the Academy. 2019; 44: 71-87.
 Barwick MA, Peters J, Boydell K. Getting to uptake: do communities of practice support the implementation of evidence-based practice?Journal of the Canadian Academy of Child and Adolescent Psychiatry. 2009; 18: 16-29.
 Noia JD, Schwinn TM, Dastur ZA, Schinke SP. The relative efficacy of pamphlets, CD-ROM, and the Internet for disseminating adolescent drug abuse prevention programs: an exploratory study. Preventive Medicine. 2003; 37: 646-653.
 Dobbins M, Hanna SE, Ciliska D, Manske S, Cameron R, Mercer SL, et al. A randomized controlled trial evaluating the impact of knowledge translation and exchange strategies. Implementation Science. 2009; 4: 61.
 Forsetlund L, Bradley P, Forsen L, Nordheim L, Jamtvedt G, Bjørndal A. Randomised controlled trial of a theoretically grounded tailored intervention to diffuse evidence-based public health practice [ISRCTN23257060]. BMC Medical Education. 2003; 3: 2.
 Hutchinson JR, Huberman M. Knowledge dissemination and use in science and mathematics education: a literature review. Journal of Science Education and Technology. 1994; 3: 27-47.
 Huberman M. Linkage between researchers and practitioners: a qualitative study. American Educational Research Journal. 1990; 27: 363- 391.
 Rogers EM. Diffusion of Innovations. 4th edition. Free Press. 2010.
 Greenhalgh T, Robert G, Bate P, Macfarlane F, Kyriakidou O. Diffusion of innovations in health service organisations: a systematic literature review. Wiley. 2007; 1-316.
 Albrecht L, Archibald M, Arseneau D, Scott SD. Development of a checklist to assess the quality of reporting of knowledge translation interventions using the Workgroup for Intervention Development and Evaluation Research (WIDER) recommendations. Implementa-tion Science. 2013; 8: 52.
 Tapfuma M, Hoskins R. Visibility and accessibility of indigenous knowledge on open access institutional repositories at universities in Africa. In Information Resources Management Association (eds) Digital libraries and institutional repositories (pp. 454-472). Hershey PA: IGI Global. 2020.
 Cale L, Harris J, Hooper O. Debating health knowledge and health pedagogies in physical education. In Capel S., Blair R. (eds) Debates in physical education (pp. 256-277). New York: Routledge. 2019.
 Durkalec A, Furgal C, Skinner MW, Sheldon T. Climate change influences on environment as a determinant of Indigenous health: Relationships to place, sea ice, and health in an Inuit community. Social Science & Medicine. 2015; 136-137: 17-26.
 Taş F, Kocaöz S, Çirpan R. The effect of knowledge and health beliefs about colorectal cancer on screening behaviour. Journal of Clinical Nursing. 2019; 28: 4471-4477.
 Shawe J, Patel D, Joy M, Howden B, Barrett G, Stephenson J. Preparation for fatherhood: a survey of men’s preconception health knowledge and behaviour in England. PLoS ONE. 2019; 14: e0213897.
 Silva N, Mekaro KS, Santos RIO, Uehara S. Knowledge and health promotion practice of Family Health Strategy nurses. Revista Brasileira de Enfermagem. 2020; 73: e20190362.
 Hansen RP, Vedsted P, Sokolowski I, Søndergaard J, Olesen F. Time intervals from first symptom to treatment of cancer: a cohort study of 2,212 newly diagnosed cancer patients. BMC Health Services Research. 2011; 11: 284.
 Grossman M. Chapter 10 education and nonmarket outcomes. In Hanushek E., Welch F. (eds) Handbook of the economics of education (pp. 577-633). Elsevier. 2006.
 Kemptner D, Jürges H, Reinhold S. Changes in compulsory schooling and the causal effect of education on health: evidence from Germany. Journal of Health Economics. 2011; 30: 340-354.
 Ghodsbin F, Zare M, Jahanbin I, Ariafar A, Keshavarzi S. A survey of the knowledge and beliefs of retired men about prostate cancer screening based on health belief model. International Journal of Community Based Nursing and Midwifery. 2014; 2: 279-285.
 Alduraywish SA, Altamimi LA, Aldhuwayhi RA, AlZamil LR, Alzeghayer LY, Alsaleh FS, et al. Sources of health information and their impacts on medical knowledge perception among the Saudi Arabian population: cross-sectional study. Journal of Medical Internet Research. 2020; 22: e14414.
 De Jesus M. Mutuality at the center: health promotion with Cape Verdean immigrant women. Ethnicity & Health. 2009; 14: 45-59.
 Massey PM, Prelip M, Calimlim BM, Quiter ES, Glik DC. Contextu-alizing an expanded definition of health literacy among adolescents in the health care setting. Health Education Research. 2012; 27: 961-974.
 Fadaiyan Arani E, Amin Shokravi F, Tavakoli Ghouchani H. The relationship between health literacy and knowledge in rural patients with type 2 diabetes mellitus in 2016. Health Education and Health Promotion. 2017; 5: 19-32.
 Fagerberg J, Srholec M. Knowledge, capabilities, and the poverty trap: the complex interplay between technological, social, and geographical factors. In Meusburger P., Glückler J., el Meskioui M. (eds) Knowledge and the economy (pp. 113-137). Springer. 2013.
 Cho YI, Lee SD, Arozullah AM, Crittenden KS. Effects of health literacy on health status and health service utilization amongst the elderly. Social Science & Medicine. 2008; 66: 1809-1816.
 Fox WP. Mathematical modeling for business analytics. Routledge & CRC Press. 2017.
 Bowden R. The information theory of comparisons. Springer. 2018.
 Mukherjee SP, Sinha BK, Chattopadhyay AK. Statistical methods in social science research. Springer. 2018.
 Melnik R. Mathematical and computational modeling: with applica-tions in natural and social sciences, engineering, and the arts. Wiley. 2015.
 Grimm LG. Statistical applications for the behavioral sciences. Wiley. 1993.
 Strawinska-Zanko U, Liebovitch LS. Mathematical modeling of social relationships. Springer. 2018.
 Warne RT. Statistics for the social sciences: a general linear model approach. Cambridge University Press. 2017.
 Wang L, Fu X. Data mining with computational intelligence. Springer. 2006.
 Jolliffe IT, Cadima J. Principal component analysis: a review and recent developments. Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences. 2016; 374: 20150202.
 Zhao Z, Fan X, Qi Y, Zhai Y. Multi-angle insulator recognition method in infrared image based on parallel deep convolutional neural networks. In Yang J. et al. (eds) Computer Vision. CCCV 2017. Communications in computer and information science (pp. 303-314). Springer. 2017.
 Ali A, Shang J, Saif U. Socio-economic impact of CPEC on agricultural productivity of Pakistan: a principal component analysis. International Journal of Food and Agricultural Economics. 2018; 6.
 Begdache L, Kianmehr H, Sabounchi N, Marszalek A, Dolma N. Principal component regression of academic performance, substance use and sleep quality in relation to risk of anxiety and depression in young adults. Trends in Neuroscience and Education. 2019; 15: 29-37.
 Fadhel S, Delpha C, Diallo D, Bahri I, Migan A, Trabelsi M, et al. PV shading fault detection and classification based on I-V curve using principal component analysis: application to isolated PV system. Solar Energy. 2019; 179: 1-10.
 Mehmet M. Multivariate multiple regression analysis based on principal component scores to study relationships between some pre-and post-slaughter traits of broilers. TarıM Bilimleri Dergisi. 2011; 17: 77- 83. (In Turkish)
 Papi M, Caracciolo G. Principal component analysis of personalized biomolecular corona data for early disease detection. Nano Today. 2018; 21: 14-17.
 Sousa S, Martins F, Alvimferraz M, Pereira M. Multiple linear regres-sion and artificial neural networks based on principal components to predict ozone concentrations. Environmental Modelling & Software. 2007; 22: 97-103.
 Rosenzweig MR, Schultz TP. Schooling, information and nonmarket productivity: contraceptive use and its effectiveness. International Economic Review. 1989; 30: 457-477.
 Brenner MH. Commentary: economic growth is the basis of mortality rate decline in the 20th century-experience of the United States 1901-2000. International Journal of Epidemiology. 2005; 34: 1214-1221.
 Pritchett L, Summers LH. Wealthier is healthier. The Journal of Human Resources. 1996; 31: 841.
 Mokyr J. A Culture of Growth. The Origins of the Modern Economy. Princeton University Press. 2017.
 Romão J, Neuts B. Territorial capital, smart tourism specialization and sustainable regional development: experiences from Europe. Habitat International. 2017; 68: 64-74.
 Sterlacchini A. R&D, higher education and regional growth: uneven linkages among European regions. Research Policy. 2008; 37: 1096-1107.
 Glückler J, Meusburger P, Meskioui ME. Introduction: knowledge and the geography of the economy. In Meusburger P., Glückler J., el Meskioui M. (eds) Knowledge and the economy (pp. 3-14). Springer. 2013.
Science Citation Index Expanded Created as SCI in 1964, Science Citation Index Expanded now indexes over 9,200 of the world’s most impactful journals across 178 scientific disciplines. More than 53 million records and 1.18 billion cited references date back from 1900 to present.
Social Sciences Citation Index Social Sciences Citation Index contains over 3,400 journals across 58 social sciences disciplines, as well as selected items from 3,500 of the world’s leading scientific and technical journals. More than 9.37 million records and 122 million cited references date back from 1900 to present.
Current Contents - Social & Behavioral Sciences Current Contents - Social & Behavioral Sciences provides easy access to complete tables of contents, abstracts, bibliographic information and all other significant items in recently published issues from over 1,000 leading journals in the social and behavioral sciences.
Current Contents - Clinical Medicine Current Contents - Clinical Medicine provides easy access to complete tables of contents, abstracts, bibliographic information and all other significant items in recently published issues from over 1,000 leading journals in clinical medicine.
SCOPUS Scopus is Elsevier's abstract and citation database launched in 2004. Scopus covers nearly 36,377 titles (22,794 active titles and 13,583 Inactive titles) from approximately 11,678 publishers, of which 34,346 are peer-reviewed journals in top-level subject fields: life sciences, social sciences, physical sciences and health sciences.
DOAJ DOAJ is a community-curated online directory that indexes and provides access to high quality, open access, peer-reviewed journals.
CrossRef Crossref makes research outputs easy to find, cite, link, assess, and reuse. Crossref committed to open scholarly infrastructure and collaboration, this is now announcing a very deliberate path.
Portico Portico is a community-supported preservation archive that safeguards access to e-journals, e-books, and digital collections. Our unique, trusted process ensures that the content we preserve will remain accessible and usable for researchers, scholars, and students in the future.