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Dong T, Zhou Q, Lin W, Wang C, Sun M, Li Y, Liu X, Lin G, Liu H, Zhang C. Association of healthy lifestyle score with control of hypertension among treated and untreated hypertensive patients: a large cross-sectional study. PeerJ 2024; 12:e17203. [PMID: 38618570 PMCID: PMC11015831 DOI: 10.7717/peerj.17203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 03/15/2024] [Indexed: 04/16/2024] Open
Abstract
Background Hypertension stands as the leading single contributor to the worldwide burden of mortality and disability. Limited evidence exists regarding the association between the combined healthy lifestyle score (HLS) and hypertension control in both treated and untreated hypertensive individuals. Therefore, we aimed to investigate the association between HLS and hypertension control among adults with treated and untreated hypertension. Methods This cross-sectional study, including 311,994 hypertension patients, was conducted in Guangzhou using data from the National Basic Public Health Services Projects in China. The HLS was defined based on five low-risk lifestyle factors: healthy dietary habits, active physical activity, normal body mass index, never smoking, and no alcohol consumption. Controlled blood pressure was defined as systolic blood pressure <140 mmHg and diastolic blood pressure <90 mmHg. A multivariable logistic regression model was used to assess the association between HLS and hypertension control after adjusting for various confounders. Results The HLS demonstrated an inverse association with hypertension control among hypertensive patients. In comparison to the low HLS group (scored 0-2), the adjusted odds ratios (95% confidence intervals) for hypertension were 0.76 (0.74, 0.78), 0.59 (0.57, 0.60), and 0.48 (0.46, 0.49) for the HLS groups scoring 3, 4, and 5, respectively (Ptrend < 0.001). Notably, an interaction was observed between HLS and antihypertensive medication in relation to hypertension control (Pinteraction < 0.001). When comparing the highest HLS (scored 5) with the lowest HLS (scored 0-2), adjusted odds ratios (95% confidence intervals) were 0.50 (0.48, 0.52, Ptrend < 0.001) among individuals who self-reported using antihypertensive medication and 0.41 (0.38, 0.44, Ptrend < 0.001) among those not using such medication. Hypertensive patients adhering to a healthy lifestyle without medication exhibited better blood pressure management than those using medication while following a healthy lifestyle. Conclusion HLS was associated with a reduced risk of uncontrolled blood pressure.
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Affiliation(s)
- Ting Dong
- Department of Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Qin Zhou
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Weiquan Lin
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Chang Wang
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Minying Sun
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yaohui Li
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Xiangyi Liu
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Guozhen Lin
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Hui Liu
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Caixia Zhang
- Department of Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, China
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Dong T, Lin W, Zhou Q, Yang Y, Liu X, Chen J, Liu H, Zhang C. Association of adiposity indicators with cardiometabolic multimorbidity risk in hypertensive patients: a large cross-sectional study. Front Endocrinol (Lausanne) 2024; 15:1302296. [PMID: 38577567 PMCID: PMC10991765 DOI: 10.3389/fendo.2024.1302296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/08/2024] [Indexed: 04/06/2024] Open
Abstract
Background Cardiometabolic multimorbidity (CMM) has emerged as a prominent public health concern. Hypertensive patients are prone to develop comorbidities. Moreover, the accumulation of visceral adipose tissue is the main cause for the development of cardiometabolic diseases. The cardiometabolic index (CMI), lipid accumulation product (LAP), visceral adiposity index (VAI), and Chinese visceral adiposity index (CVAI) not only assess adipose tissue mass but also reflect adipose tissue dysfunction. So far, no study has been reported to evaluate the association of CMI, LAP, VAI, and CVAI with CMM risk in hypertensive patients. Therefore, this study aimed to assess the association between these adiposity indicators and the risk of CMM among Chinese hypertensive patients. Methods In this cross-sectional study, a total of 229,287 hypertensive patients aged 35 years and older were included from the National Basic Public Health Service Project. All participants underwent a face-to-face questionnaire survey, physical examination, and the collection of fasting venous blood samples. Multivariable logistic regression models were performed to estimate odds ratios (ORs) and 95% confidence intervals (CIs). Receiver operating characteristic curve was utilized to evaluate the identification ability for CMM. Results After adjusting for confounders, each 1-standard deviation increase in CMI, LAP, VAI, and CVAI was associated with a 14%, 8%, 12%, and 54% increased risk of CMM, respectively. When comparing the highest quartile of these indicators with the lowest quartile, individuals in the highest quartile of CMM, LAP, VAI, and CVAI had a 1.39-fold (95% CI 1.30, 1.48), 1.28-fold (95% CI 1.19, 1.37), 1.37-fold (95% CI 1.29, 1.46), and 2.56-fold (95% CI 2.34, 2.79) increased risk of CMM after adjusting for potential confounders. Notably, a nonlinear association was observed for CMI, LAP, and VAI with the risk of CMM (all P nonlinearity < 0.001). CVAI exhibited the highest area under the receiver operating characteristic curve (AUC) among all the included adiposity indices in this analysis. Conclusion This study indicated the significant positive association of CMI, LAP, VAI, and CVAI with the risk of CMM in hypertensive patients. Among these indicators, CVAI demonstrated the most robust performance in predicting CMM risk and may serve as a valuable tool for identifying CMM risk in Chinese hypertensive patients.
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Affiliation(s)
- Ting Dong
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Weiquan Lin
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Qin Zhou
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yunou Yang
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Xiangyi Liu
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Jiamin Chen
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Hui Liu
- Department of Basic Public Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Caixia Zhang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
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Yang L, Zhou Q, Wang C, Zhang D, Yuan T, Li X, Lei Y, Zhang L. Classification of health needs: a cluster analysis of older adults in urban areas. BMC Geriatr 2023; 23:638. [PMID: 37814238 PMCID: PMC10563358 DOI: 10.1186/s12877-023-04333-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 09/20/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND In this study, a cross-sectional survey was used to understand and analyze the health status and health needs of the elderly in the community. The cluster analysis method was used to explore the relationship between health needs items and investigate the commonness among health demand items, to provide a reference for the development of health management of the elderly with chronic diseases. METHODS We used convenience sampling to recruit the participants (aged 60 and above) from four urban community centers in Jinzhou City, Liaoning Province, China, in this study. This study uses the Medical Outcomes Study(MOS)36-Item Short-Form Health Survey. The self-designed questionnaire includes sociodemographic characteristics, chronic diseases, physical examination conditions, illness in the past two weeks, and a health needs questionnaire. SPSS 18.0 was used for data entry and analysis. Data analysis methods included descriptive statistical analysis, t-test, one-way analysis, cluster analysis, and linear multiple regression analysis. RESULTS The rate of health needs among the elderly in the community for various health services is 1.3-69.7%, of which the top three are: regular physical examination (69.7%), day Care Center (67.7%), the establishment of a Medical Alert Systems (66.1%). The health needs of the elderly in the community are divided into three categories: basic needs (24 items), health education (13 items), and first aid (2 items). The regression analysis found that the influencing factors of health status were age, revenue and expenditure, medical expenses, health education, basic needs, and first aid. CONCLUSIONS The community should strengthen the management of chronic diseases of the elderly and the publicity and education of related knowledge, and provide complementary health care services according to the health needs of the elderly, improve the health of the elderly, and improve the quality of life of the elderly.
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Affiliation(s)
- Liu Yang
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Quan Zhou
- Department of nursing, Yijishan Hospital, the First Affiliated Hospital of Wannan Medical College, Zheshan West Road, Yijishan District, 241004, Wuhu City, Anhui Province, P.R. China
| | - Congzhi Wang
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Dongmei Zhang
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Ting Yuan
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Xiaoping Li
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Yunxiao Lei
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China
| | - Lin Zhang
- School of Nursing, Wannan Medical College, 22 Wenchang West Road, Higher Education Park, 241002, Wuhu City, An Hui Province, P.R. China.
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Tan X, Wong C. Anatomy of intergovernmental finance for essential public health services in China. BMC Public Health 2022; 22:914. [PMID: 35534861 PMCID: PMC9080974 DOI: 10.1186/s12889-022-13300-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 04/21/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Chinese government launched health care reforms in 2009 and introduced a national list of essential public health services (EPHS) as an integral part of the plan to deliver health care for all. EPHS was also built into the national plan to promote the equalisation of public services across the country. A national standard was set for financial input to EPHS. As the services are co-funded by the central and local governments, a robust intergovernmental fiscal system is essential to guarantee that the hundreds of thousands of service providers have adequate financing to meet the service commitment. METHODS We examined the flow of funds through China's complex intergovernmental fiscal system to see whether the promise of equal funding for EPHS was implemented, and how the costs were distributed across levels of government. Information was collated from funding documents issued by all levels of governments involved, for a sample that includes the central government, 12 provincial governments, eight prefectural governments and 11 county-level governments. For each level of government, we examined: (i) when and how much funding they disbursed or received from higher levels; (ii) when and how much matching funds were made; and (iii) the allocation rules adopted. RESULTS Overall, we found the central government met its commitments for the program on time and in full, and good compliance from local governments in passing through funding from higher levels and as well as meeting their own financial responsibilities. However, we also found the following problems: (i) the involvement of so many levels of government resulted in delays in the disbursement of funds; (ii) the use of outdated population data in calculating required funding resulted in some under-allocation; and (iii) localities that needed funding the most were not well targeted by the distribution of funds. CONCLUSION This study traces how the 2018 subsidy for EPHS was disbursed from the central government to service providers, focusing on the roles played by intermediate levels of subnational governments-provinces, prefectures and counties. In this way, it identifies gaps in the current intergovernmental financing of EPHS and points to areas for further improvement.
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Affiliation(s)
- Xiao Tan
- Centre for Contemporary Chinese Studies, The University of Melbourne, 761 Swanston Street, Parkville, VIC3010, Australia.
| | - Christine Wong
- East Asian Institute, National University of Singapore, 469A Bukit Timah Road, Tower Block #06-01, Singapore, 259770, Singapore
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Wang J, Zhu J, Wang X, Che Y, Bai Y, Liu J. Sociodemographic disparities in the establishment of health records among 0.5 million migrants from 2014 to 2017 in China: a nationwide cross-sectional study. Int J Equity Health 2021; 20:250. [PMID: 34856984 PMCID: PMC8638552 DOI: 10.1186/s12939-021-01584-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Accepted: 11/01/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Migrants account for a large part of China's population. Many policies and inventions have been taken to improve access to public health services and the health of migrants. China's Basic Public Health Services(BPHS) are a series of public health services in this policy domain, which aims at promoting the access of public health sevices and improve health equity of residents. The establishment of health records is the fundamental service of BPHS. However, there is little known about the establishment of health records among migrants in China, which hinders the more efficient provision of health services for migrants, and health equity is difficult to achieve. Based on the research gap, this study aims at showing the sociodemographic disparities in the establishment rate of health records, and identifying priorities and recommendations for promoting health equity of migrants in China. METHODS This study used national data from China Migrants Dynamic Survey (CMDS) from 2014 to 2017 to evaluate the sociodemographic disparities in the establishment rate of health records and utilization of relevant public health services. The study included 539,926 respondents. Following the descriptive statistics of migrants, we showed the establishment rate of health records by sociodemographic characteristics and migrating related characteristics. Multivariate analysis was conducted to explore the associations between sociodemographic charicteristics, migrating related charicteristics and the establishment of health records. RESULTS The establishment rate of health records among migrants in the sampled years were 22.99, 38.44, 27.29% respectively, and 29.18% in general, and there existed heterogeneity in the establishment rate of health records by sociodemographic charicteristics and migrating related charicteristics. Female migrants who were older, from middle age, married or living with partner, with higher educational attainment, with urban household registration, migrated for longer time, migrated for the reason of studying or family issues, migrated in province were more likely to establish health records. CONCLUSION There existed sociodemographic disparities in the establishment rate of health records and inequalities in the utilization of health records services among migrants in China. Migrating related characteristics also had impact on the establishment status. Policies should take both supply side and demand side of health services to improve the health equity of migrants, which means that relative departments should continue to invest in primary healthcare centers to improve their ability to provide services as well as migrants' health literacy.
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Affiliation(s)
- Jun Wang
- Center for Health Policy Research and Evaluation, Renmin University of China, Beijing, 100872 China
| | - Jingmin Zhu
- Department of Economics, University of Birmingham, B15 2TT, Birmingham, UK
| | - Xueyao Wang
- Center for Health Policy Research and Evaluation, Renmin University of China, Beijing, 100872 China
| | - Yue Che
- Center for Health Policy Research and Evaluation, Renmin University of China, Beijing, 100872 China
| | - Yang Bai
- Center for Health Policy Research and Evaluation, Renmin University of China, Beijing, 100872 China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, 100080 China
- Institute for Global Health and Development, Peking University, Beijing, 100871 China
- Key Laboratory of Reproductive Health, National Health Commission of the People’s Republic of China, Beijing, 100083 China
- School of Public Health, Peking University; Institute for Global Health and Development, Peking University, Beijing, 100191 China
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Guan M. Associations Between Geodemographic Factors and Access to Public Health Services Among Chinese Floating Population. Front Public Health 2020; 8:563180. [PMID: 33363076 PMCID: PMC7758272 DOI: 10.3389/fpubh.2020.563180] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 11/09/2020] [Indexed: 01/10/2023] Open
Abstract
Background: The floating population in urban China is facing multiple barriers to access to comprehensive, affordable, and culturally effective public health services. However, little is known about the role of geodemographic factors. This study aimed to assess the associations between geodemographic factors and access to public health services among the Chinese floating population. Methods: This study employed the data from the 2015 Migrant Dynamic Monitoring Survey data in China. Descriptive statistical analysis and principal component analysis were used to provide basic characteristics of the main variables. Multiple logistic models were used to analyze how province-level units, economic regions, and economic zones had significant associations with residential health records establishment, social medical insurance, and types and methods of health knowledge attainment in urban China. Using multiple indicator multiple cause models, the association between geodemographic factors and types and methods of health knowledge attainment was studied. Results: The results indicated that there was regional unbalance in the case of residential health records. Regional differences were significantly associated with social medical insurance. Provincial differences were significantly associated with health knowledge attainment. There were regional differences in the methods of health knowledge attainment. In the most provincial units, geodemographic factors had significant associations with types and methods of health knowledge attainment. Conclusions: This study confirmed empirical associations between geodemographic factors and access to public health services among Chinese floating population. The relevant suggestion was that provincial units with less-developed public health services should enhance their capabilities to equalize public health services.
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Affiliation(s)
- Ming Guan
- International Issues Center, Xuchang University, Xuchang, China.,Family Issues Center, Xuchang University, Xuchang, China.,School of Business, Xuchang University, Xuchang, China
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Liu J, Mao Y. Rural Resident Experience on National Basic Public Health Services: A Cross-Sectional Survey in 10 Western Provinces of China. Healthcare (Basel) 2019; 7:healthcare7040160. [PMID: 31817869 PMCID: PMC6955964 DOI: 10.3390/healthcare7040160] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 11/30/2019] [Accepted: 12/06/2019] [Indexed: 12/21/2022] Open
Abstract
National basic public health services (BPHSs) are important for promoting the health of rural populations. A better understanding of rural BPHSs from the viewpoint of residents utilizing the services can help health-related departments and primary health care (PHC) centers further improve rural BPHSs. By conducting a large-scale cross-sectional survey in 10 western provinces of China, the study depicts rural resident experiences with rural BPHSs. Of the 9019 participants, 59.33% and 66.48% did not receive services related to health examinations or health education in the six months prior to the survey, respectively. A total of 56.90% were satisfied with the rural BPHSs, and the mean overall satisfaction score was 3.61 ± 0.908 (out of a maximum of 5). The most satisfying domain for rural residents with BPHSs was the attitude of PHC workers, whereas rural residents with chronic diseases were the least satisfied with the health management. Satisfaction with the attitude of PHC workers was identified as the strongest determinant of rural residents’ overall satisfaction with BPHSs. This study could enlighten rural BPHSs management in China.
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Affiliation(s)
- Jinlin Liu
- Research Center for the Belt and Road Health Policy and Health Technology Assessment, Xi’an Jiaotong University, Xi’an 710049, China
- Correspondence: (J.L.); (Y.M.); Tel.: +86-15109233592 (J.L.); +86-29-82665482 (Y.M.)
| | - Ying Mao
- Research Center for the Belt and Road Health Policy and Health Technology Assessment, Xi’an Jiaotong University, Xi’an 710049, China
- School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an 710049, China
- Correspondence: (J.L.); (Y.M.); Tel.: +86-15109233592 (J.L.); +86-29-82665482 (Y.M.)
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