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1.
BMC Public Health ; 24(1): 2563, 2024 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-39300422

RESUMEN

BACKGROUND: Despite major primary health care (PHC) reforms in China with the 2009 launch of the National Essential Public Health Service Package, the country experiences many challenges in improving the management of non-communicable diseases in PHC facilities. "EMERALD" is a multifaceted implementation strategy to strengthen the management of hypertension and type-2 diabetes mellitus (T2DM) in PHC facilities. The study aims to: (1) examine the effectiveness of EMERALD in improving hypertension and T2DM management; (2) evaluate the implementation of the interventions; and (3) use the study findings to model the long-term health economic impact of the interventions. METHODS: The EMERALD intervention components include: (1) empowerment for PHC providers through training and capacity building; (2) empowerment for patient communities through multi-media health education; and  (3) empowerment for local health administrators through health data monitoring and strengthening governance of local PHC programs. An interrupted time series design will be used to determine the effectiveness of the interventions based on routinely collected health data extracted from local health information systems. The primary effectiveness outcome is the guideline-recommended treatment rates for people with hypertension and T2DM. Secondary effectiveness outcomes include hypertension and T2DM diagnosis and control rates, and enrolment and adherence rates to the recommended care processes in the National Essential Public Health Service Package. A mixed-methods process evaluation will be conducted to evaluate the implementation of the interventions, including the reach of the target population, adequacy of adoption, level of implementation fidelity, and maintenance. Qualitative interviews with policy makers, health administrators, PHC providers, and patients with hypertension and/or T2DM will be conducted to further identify factors influencing the implementation. In addition, health economic modelling will be performed to explore the long-term incremental costs and benefits of the interventions. DISCUSSION: This study is expected to generate important evidence on the effectiveness, implementation, and health economic impact of complex PHC interventions to strengthen the primary care sector's contribution to addressing the growing burden of non-communicable diseases in China. TRIAL REGISTRATION: The study has been registered on Chinese Clinical Trial Registry at https://www.chictr.org.cn/ (Registration number ChiCTR2400082036, on March 19th 2024).


Asunto(s)
Diabetes Mellitus Tipo 2 , Hipertensión , Análisis de Series de Tiempo Interrumpido , Atención Primaria de Salud , Humanos , Hipertensión/terapia , China , Diabetes Mellitus Tipo 2/terapia , Atención Primaria de Salud/economía , Análisis Costo-Beneficio , Evaluación de Procesos, Atención de Salud
2.
Artículo en Inglés | MEDLINE | ID: mdl-39303944

RESUMEN

OBJECTIVE: Develop and validate an interpretable machine learning model to predict one-year mortality in Type A aortic dissection (TAAD) patients, improving risk classification and aiding clinical decision-making. METHODS: We enrolled 289 TAAD patients, dividing them into a training cohort (202 patients) and a validation cohort (87 patients). The LASSO method with ten-fold cross-validation identified eight key factors related to one-year mortality. The Treebag model's performance was assessed using accuracy, F1-Score ,Brier score ,AUC and AUC-PR with calibration and clinical utility evaluated through decision curves. SHAP analysis determined the most influential predictors. RESULTS: The Treebag model outperformed others, achieving a Brier score of 0.128 and an AUC of 0.91. Key risk factors included older age and elevated white blood cell count (WBC), while higher systolic blood pressure (SBP), lymphocyte (Lym), carbon dioxide combining power (CO2-Bp), eosinophil (Eos), ß-receptor blocker use, and surgical intervention were protective. A web-based application, TAAD One-Year Prognostic Risk Assessment Web, was developed for clinical use, accessible at https://taad-1year-mortality-predictor.streamlit.app/. This platform allows for the prediction of one-year mortality in TAAD patients based on the identified predictive factors, facilitating clinical decision-making and patient management. CONCLUSIONS: The Treebag ML model effectively predicts one-year mortality in TAAD patients, stratifying risk profiles. Key factors for enhancing survival include surgical intervention, ß-blocker administration, and management of SBP, Lym, CO2-Bp, Eos, and WBC levels, offering a valuable tool for improving patient outcomes.

3.
Lancet Reg Health West Pac ; 49: 101131, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39056090

RESUMEN

Background: Policy makers and researchers are tasked with exploring ways to strengthen primary health care (PHC) to address the growing burden of non-communicable diseases (NCDs). This study aims to use a co-design approach (i.e., meaningful involvement of research end users in study planning and design) to develop PHC interventions to improve the management of hypertension and type 2 diabetes (T2DM) in four study sites in China. Methods: The study adopted a three-step co-design approach, including (1) a two-round Delphi panel with health system and NCD professionals to identify prioritised health system challenges, (2) three co-design workshops (in each study site) with local health administrators, PHC providers, and residents with hypertension and/or T2DM, respectively, to develop interventions and identify factors influencing implementation, and (3) another round of co-design workshops with local health administrators to summarise findings and reach consensus. Qualitative synthesis was conducted to analyse results from the workshops. Findings: Thirteen experts were involved in the two-round Delphi panel, which identified three prioritised health system challenges, including limited capacities of PHC providers, suboptimal service quality and evaluation mechanisms, and unreliable health information systems. The co-design workshops involved 116 local stakeholders in 16 sessions (four in each site), and developed three groups of interventions to address the challenges: (1) empowering PHC providers through on-the-job training for capacity building; (2) empowering patient communities through health education on healthy lifestyles and NCD self-management; and (3) empowering health administrators through local health data monitoring and strengthening governance for local PHC programs. Site-specific interventions were also considered to cater for different local contexts. Several recommendations were further identified for the implementation of these interventions, emphasising the importance of local customisation, community participation, and cross-sectoral collaborations. Interpretation: By engaging multiple stakeholders in priority setting and solution generation, this study summarised several key areas for change in health workforce, service delivery, and health information. Future research should examine the effectiveness and implementation of these interventions to improve NCD management in PHC in China. Funding: This study is funded by National Health and Medical Research Council (NHMRC) Global Alliance for Chronic Diseases funding (APP1169757) and National Natural Science Foundation of China (72074065). Shangzhi Xiong is supported by University of New South Wales tuition fee scholarship.

4.
Lancet Reg Health West Pac ; 45: 101019, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38371948

RESUMEN

Background: China's National Essential Public Health Service Package (NEPHSP) aims to promote health for all at the primary health care level and includes a focus on hypertension and type-2 diabetes mellitus (T2DM). However, there are limited contemporary data to quantify the care cascades of hypertension and T2DM in primary health care. Methods: This cross-sectional study involved individual level linkage of routinely collected data from the NEPHSP, health insurance claims and hospital electronic health records, from four diverse regions in China, including Xiling District (central China), Wenchuan County (western), Acheng District and Jiao District (northern). We first compared numbers of people aged ≥35 with a recorded diagnosis of hypertension and T2DM against expected numbers derived from epidemiological data. We then constructed care cascades to assess the percentages (1) enrolled in the NEPHSP, (2) adherent to the follow-up care of NEPHSP, (3) receiving medication treatment, and (4) having hypertension and/or T2DM controlled. Findings: In the four regions, the total numbers of people aged ≥35 diagnosed of hypertension and T2DM from any data source were 149,176 and 50,828, respectively. This was estimated to be 46.0% (95% confidence interval [CI]: 45.8%-46.2%) and 45.6% (95% CI: 45.3%-45.9%) of the expected totals for hypertension and T2DM, respectively. Among those diagnosed, 65.4% (95% CI: 65.1%-65.6%) with hypertension and 66.1% (95% CI: 65.7%-66.5%) with T2DM were enrolled in the NEPHSP, respectively, in which 54.8% (95% CI: 54.5%-55.2%) with hypertension and 64.7% (95% CI: 64.1%-65.2%) with T2DM were adherent to the required services. Among those enrolled, the overall treatment rates were 70.8% (95% CI: 70.6%-71.1%) for hypertension and 82.2% (95% CI: 81.8%-82.6%) for T2DM. Among those treated, a further 80.9% (95% CI: 80.6%-81.2%) with hypertension and 73.9% (95% CI: 73.3%-74.4%) with T2DM achieved control. These results varied considerably across regions, with the northern sites showing relatively higher enrolment rates while the central site had higher control rates. Interpretation: Detection and control rates for hypertension and T2DM are suboptimal in these four regions of China. Further strategies are needed to improve people's enrolment in and adherence to the NEPHSP and strengthen care delivery processes. Of note, our estimations of the diagnosis rates for each region are based on national level large epidemiological data. The interpretation of these data needs caution due to potential bias caused by regional variations. Funding: This study is funded by National Health and Medical Research Council (NHMRC) Global Alliance for Chronic Diseases funding (APP1169757), and National Natural Science Foundation of China (72074065).

5.
Lancet Reg Health West Pac ; 31: 100664, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36879777

RESUMEN

Background: China launched the primary health care (PHC) system oriented National Essential Public Health Service Package (NEPHSP) in 2009, to combat health challenges including the increasing burden from hypertension and type-2 diabetes (T2DM). In this study, the PHC system was assessed to understand factors influencing the uptake of the NEPHSP for hypertension and T2DM management. Methods: A mixed-methods study was conducted in seven counties/districts from five provinces across the mainland of China. Data included a PHC facility level survey and interviews with policy makers, health administrators, PHC providers, and individuals with hypertension and/or T2DM. The facility survey used the World Health Organisation (WHO) service availability and readiness assessment questionnaire. Interviews were thematically analysed using the WHO health systems building blocks. Findings: A total of 518 facility surveys were collected with over 90% in rural settings (n = 474). Forty-eight in-depth individual interviews and 19 focus-group discussions were conducted across all sites. Triangulating the quantitative and qualitative data found that China's continuous political commitment to strengthening the PHC system led to improvements in workforce and infrastructure. Despite this, many barriers were identified, including insufficient and under-qualified PHC personnel, remaining gaps in medicines and equipment, fragmented health information systems, residents' low trust and utilization of PHC, challenges in coordinated and continuous care, and lack of cross-sectorial collaborations. Interpretation: The study findings provided recommendation for future PHC system strengthening, including improving the quality of NEPHSP delivery, facilitating resource-sharing across health facilities, establishing integrated care systems, and exploring mechanisms for better cross-sectorial engagement in health governance. Funding: The study is supported by National Health and Medical Research Council (NHMRC) Global Alliance for Chronic Disease funding (APP1169757).

6.
China CDC Wkly ; 4(15): 312-316, 2022 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-35548452

RESUMEN

What is already known about this topic?: Malignant tumors are common chronic non-communicable disease and have caused serious health hazards to residents and heavy economic burden of disease to the society. What is added by this report?: This is the first report on the economic burden of multiple types of malignant tumors in Yichang City. In 2019, the direct medical burden of lung cancer in Yichang was the highest, reaching 561.67 million CNY, and the indirect economic burden of lung cancer in Yichang was higher than that of other malignant tumors, costing 326.49 million CNY. What are the implications for public health practice?: The results can provide evidence for the formulation of local cancer prevention and control strategies and public health decision-making.

7.
China CDC Wkly ; 3(16): 335-339, 2021 Apr 16.
Artículo en Inglés | MEDLINE | ID: mdl-34594879

RESUMEN

WHAT IS ALREADY KNOWN ABOUT THIS TOPIC?: OA has been listed as the fastest increasing major public health problem and ranked second as a cause of disability by World Health Organization (WHO). With population aging, osteoarthritis (OA) is causing an increased economic burden for individuals and society and is attracting an increasing amount of scientific attention. WHAT IS ADDED BY THIS REPORT?: This research used healthcare data to analyze the epidemiological characteristics of OA in Yichang City, Hubei Province, China. The exact number and distribution of patients were obtained, and a descriptive analysis of OA visits by age, gender, and season was performed. Knee joint disease among women was most common, followed by other joint diseases. Knee osteoarthritis was the most common OA diagnosis between 60 and 69 years of age. WHAT ARE THE IMPLICATIONS FOR PUBLIC HEALTH PRACTICE?: In China, the prevalence of OA among middle-age and elderly people was high. With increases in the size of the elderly population, the burden of disease caused by OA may increase. It is necessary to strengthen publicity to improve people's awareness of self-health care of bone and joint. Interventions and preventive strategies targeting high-risk groups are urgently needed in order to improve healthy bones and healthy life quality among middle-age and elderly people.

8.
China CDC Wkly ; 2(43): 833-837, 2020 Oct 23.
Artículo en Inglés | MEDLINE | ID: mdl-34594777

RESUMEN

What is already known on this topic? COVID-19 has become a serious public health issue. A higher proportion of severe patients were senior patients with underlying diseases such as diabetes and hypertension and had a lack of statistical evidence so far. What is added by this report? When severe illness was compared with non-severe illness, senior patients were at a greater risk (4.71) than young and middle-aged patients, as well as the odds ratio was about 2.99 patients with diabetes compared to patients without diabetes and hypertension. COVID-19-infectious senior patients with diabetes were inclined to suffer severe illness. What are the implications for public health practice? Much more attention should be provided for the elderly and individuals with diabetes, for which a community-based education and surveillance program could be considered.

9.
Int J Med Inform ; 119: 70-74, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30342688

RESUMEN

BACKGROUND: Home blood pressure telemonitoring (HBPT) has great potential in improving blood pressure (BP) control among patients with hypertension. However, the longitudinal use trajectories of HBPT have not been identified yet. In addition, there has been a lack of understanding of the relationship between developmental trajectories of HBPT and BP control over time. The primary goal of this study was to identify the longitudinal trajectories of using HBPT among hypertensive patients and to explore the relationship between longitudinal trajectories of HBPT use patterns and BP control. METHODS: A total of 122 hypertensive patients were enrolled consecutively in Xiling, Huayan, Baisha and Xueyuan communities in Yichang City, Hubei Province, China. Each patient was provided with a portable monitoring device which has unlimited data service at the time of enrollment. Socio-demographics (e.g. name, age, sex, marital status) were collected at baseline. Real-time data including systolic and diastolic blood pressure were automatically uploaded to cloud platform through devices. Latent class growth analysis was conducted to determine the latent trajectory of HBPT use. Joint trajectory method was used to correlate the longitudinal trajectories of HBPT utilization and BP control status. RESULTS: Five trajectories were identified which are persistently low (47.1%), moderate with decreasing (23.9%), sharply decreasing (11.2%), high with decreasing (11.3%) and persistently high with increasing (6.6%). There was no statistically significant difference among 5 trajectories in the baseline survey in terms of age, marital status, BP (both SBP and DBP) and BP control status. However, there was a strong positive correlation between the HBPT utilization pattern and BP control status over time. CONCLUSIONS: The latent trajectories of HBPT utilization were identified in our study. However, no predictors of trajectory membership were identified. Nevertheless, we have demonstrated that HBPT was to some extent positively correlated with improved BP control, and this correlation still needs to be further proved.


Asunto(s)
Determinación de la Presión Sanguínea/métodos , Monitoreo Ambulatorio de la Presión Arterial , Hipertensión/diagnóstico , Análisis de Clases Latentes , Monitoreo Fisiológico , Telemedicina , Presión Sanguínea , China , Femenino , Servicios de Atención de Salud a Domicilio , Humanos , Hipertensión/terapia , Masculino , Persona de Mediana Edad
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