Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China

doi:10.7150/ijms.16974

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 互联网大数据与信息安全

	Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China
	Wang, Jiaojiao1 ; Ma, Jian James 2; Liu, Jiaqi1 ; Zeng, Daniel Dajun1,3 ; Song, Cynthia 4; Cao, Zhidong1
发表期刊	INTERNATIONAL JOURNAL OF MEDICAL SCIENCES
	2017
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
DOI	10.7150/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：21[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	多模态人工智能系统全国重点实验室_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
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 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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