Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China
Wang, Jiaojiao1; Ma, Jian James2; Liu, Jiaqi1; Zeng, Daniel Dajun1,3; Song, Cynthia4; Cao, Zhidong1
Source PublicationINTERNATIONAL JOURNAL OF MEDICAL SCIENCES
2017
Volume14Issue:3Pages:201-212
SubtypeArticle
AbstractHypertension is a severe threat to human being's health due to its association with many comorbidities. Many research works have explored hypertension's prevalence and treatment. However, few considered impact of patient's socioeconomic status and geographical disparities. We intended to fulfill that research gap by analyzing the association of the prevalence of hypertension and three important comorbidities with various socioeconomic and geographical factors. We also investigated the prevalence of those comorbidities if the patient has been diagnosed with hypertension. We obtained a large collection of medical records from 29 hospitals across China. We utilized Bayes' Theorem, Pearson's chi-squared test, univariate and multivariate regression methods and geographical detector methods to analyze the association between disease prevalence and risk factors. We first attempted to quantified and analyzed the spatial stratified heterogeneity of the prevalence of hypertension comorbidities by q-statistic using geographical detector methods. We found that the demographic and socioeconomic factors, and hospital class and geographical factors would have an enhanced interactive influence on the prevalence of hypertension comorbidities. Our findings can be leveraged by public health policy makers to allocate medical resources more effectively. Healthcare practitioners can also be benefited by our analysis to offer customized disease prevention for populations with different socioeconomic status.
KeywordHypertension Prevalence Comorbidity Bayes' Theorem Geographical Detector Public Health Risk Factor
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
DOI10.7150/ijms.16974
WOS KeywordPUBLIC-HEALTH ; DIABETES-MELLITUS ; BARIATRIC SURGERY ; LIFE-STYLE ; HYPERLIPIDEMIA ; DISEASE ; AWARENESS ; ASSOCIATION ; POPULATION ; MORTALITY
Indexed BySCI ; SSCi
Language英语
Funding OrganizationNational Major Research Program of China(2016YFC1200702) ; Key Research Program of the Chinese Academy of Sciences(ZDRW-XH-2017-3) ; National Natural Science Foundation of China(71603253 ; Early Career Development Award of SKLMCCS(Y3S9021F37) ; 71621002 ; 91546112 ; 71402177)
WOS Research AreaGeneral & Internal Medicine
WOS SubjectMedicine, General & Internal
WOS IDWOS:000396828600002
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/14407
Collection复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
Corresponding AuthorCao, Zhidong
Affiliation1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
2.Univ Colorado, Coll Business, Colorado Springs, CO 80907 USA
3.Univ Chinese Acad Sci, Beijing, Peoples R China
4.Abington Hosp Jefferson Hlth, Abington, PA USA
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Wang, Jiaojiao,Ma, Jian James,Liu, Jiaqi,et al. Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China[J]. INTERNATIONAL JOURNAL OF MEDICAL SCIENCES,2017,14(3):201-212.
APA Wang, Jiaojiao,Ma, Jian James,Liu, Jiaqi,Zeng, Daniel Dajun,Song, Cynthia,&Cao, Zhidong.(2017).Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China.INTERNATIONAL JOURNAL OF MEDICAL SCIENCES,14(3),201-212.
MLA Wang, Jiaojiao,et al."Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China".INTERNATIONAL JOURNAL OF MEDICAL SCIENCES 14.3(2017):201-212.
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