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
2017
发表期刊INTERNATIONAL JOURNAL OF MEDICAL SCIENCES
卷号14期号:3页码:201-212
文章类型Article
摘要Hypertension 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.
关键词Hypertension Prevalence Comorbidity Bayes' Theorem Geographical Detector Public Health Risk Factor
WOS标题词Science & Technology ; Life Sciences & Biomedicine
DOI10.7150/ijms.16974
关键词[WOS]PUBLIC-HEALTH ; DIABETES-MELLITUS ; BARIATRIC SURGERY ; LIFE-STYLE ; HYPERLIPIDEMIA ; DISEASE ; AWARENESS ; ASSOCIATION ; POPULATION ; MORTALITY
收录类别SCI ; SSCi
语种英语
项目资助者National 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研究方向General & Internal Medicine
WOS类目Medicine, General & Internal
WOS记录号WOS:000396828600002
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/14407
专题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
通讯作者Cao, Zhidong
作者单位1.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
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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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