scholarly journals An Analysis of Economic Burden of Hypertensive Patients Based on “System of Health Accounts 2011” and Multiple Layer Perceptron Neural Network

Author(s):  
Guojie Liu ◽  
Xinyu Ji ◽  
Jingou Yang ◽  
Yalan Zhu ◽  
Leying Wang ◽  
...  

Abstract Background: Hypertension requires long-term treatment and medication, which not only affects people’s health, but also brings heavy economic burden for families and society. Therefore, it is meaningful to reveal the actual personal and socio-economic burdens of hypertension based on a tool recognized internationally to improve management of hypertensive patients and provide more information for policy makers, analysts, and international comparisons. Methods: We collected expense records of 180441 hypertensive outpatients and 14763 inpatients in Shanxi Province of China in 2017. Curative care expenditure for hypertension(CCEht) were analyzed based on System of Health Accounts 2011, and influencing factors were analyzed by multiple layer perceptron (MLP) neural network.Results: In 2017, CCEht was US$ 307.71 million, accounted for 3.63% of the total CCE and 0.14% of GDP in Shanxi Province of China. CCE of hypertensive outpatients (CCEht-out) and inpatients (CCEht-in) accounted for 44.49% and 55.51% of the CCEht, drug fee accounted for 81.55% of CCEht-out and 22.50% of CCEht-in, respectively. CCEht increased from the age of 30, and the highest occured in age 60-69. The patients with the age of 40-79 accounted for 86.49% of total CCEht. CCEht of male patients were generally higher than that of female, and there is a significant difference between CCEht for male and female in terms of age. The diagnosis and treatment capacity of primary health care system had been enhanced. New rural cooperation medical insurance and urban employee basic medical insurance had the trend of overusing, and burden of family healthcare expenditure was still very heavy. In the MLP neural network, the top three influencing factors were drug fee, surgical fee and hospitalization days for inpatients, drug fee, examination fee and test fee for outpatients. Conclusions: To ease the economic burden of hypertensive patients and improve the utilization efficiency of social resources , the policy makers should pay more attention to the hypertensive patients aging 40-79, strengthen prevention and outpatient treatment for young men and the inpatient treatment for women at older ages, further increase support for primary health care system, standardize the treatment and reimbursement of hypertension, and incline the reimbursement policy to outpatient service.

2021 ◽  
Author(s):  
Quan Fang ◽  
Shunli Zhang ◽  
Shuang Zang ◽  
Huan Zhan ◽  
Boxi Liu ◽  
...  

Abstract Objectives: Noncommunicable diseases (NCDs) are the leading causes of morbidity and mortality worldwide. Understanding the distribution of diseases can provide a basis for policy formulation and intervention. This study analyses the status of the NCDs spending based on “System of Health Accounts 2011” (SHA 2011), to provide health policy advice to China, and give guidance for other areas in the world.Methods: Data were collected by multi-stage stratified random sampling in 2018. The medical expenses of patients with NCDs were calculated based on SHA 2011, Analyze from funding sources, dimensions of institutional flow, and financing scheme. The factors influencing the cost of hospitalization were analyzed by linear regression. All analyses were conducted by software SPSS 25.0 and STATA 15.0.Results: A total of 392 institutions and 2,478,359 valid items were included for study. The current curative expenditure (CCE) of NCDs was 15.914 billion CNY. 61.78% of NCDs financing came from public financing scheme. The proportion of family health financing (32.56%) was higher. The expenditures were mainly in general hospitals (74.95%). Elderly patients account for the majority (76.35%). Drug expenses, length of stay, and institution level were the major factors affecting hospitalization expenses.Conclusions: NCDs are the main economic burden of diseases in Dalian, and its resources are not allocated reasonably. To reduce the economic burden of NCDs, the government needs to optimize resource allocation, and rationalize institutional flows and functions.


2020 ◽  
Vol 73 (5) ◽  
Author(s):  
Ana Cláudia Garcia Vieira ◽  
Denise Gastaldo ◽  
Denise Harrison

ABSTRACT Objectives: to present the concept of Knowledge Translation and Exchange as it has been used in the international literature and in Canada, particularly. Next, to describe a renowned conceptual model to guide its implementation, entitled Knowledge-to-Action Cycle. Results: we described the use of the model in the context of the municipal primary health care system in southern Brazil for the implementation of pain management strategies during vaccination. Conclusions: in this theoretical reflection, we argue that in order to promote health equity and quality of care in the Unified Health System (Brazilian SUS) it is important to translate scientific knowledge to various practice settings and create opportunities for exchange with users of this knowledge, such as health professionals, managers, policy makers, patients, family members and other stakeholders.


2020 ◽  
pp. 35-43
Author(s):  
Alexey Smyshlyaev ◽  
Maria Sadovskaya

Optimization of the activities of medical organizations providing primary health care requires the development of new organizational and functional models. The introduction of new approaches to organizing the activities of medical organizations is primarily a step towards patients. The new model is a patient-oriented medical organization, the management of which is based on the use of a process-oriented approach and «lean» technologies. Since 2019, within the framework of the federal project «Development of a primary health care system,» a project has been launched to introduce the «New Model of a Medical Organization Providing Primary Health Care». The implementation of the project is scheduled for 2019-2024 inclusive. The creation and replication of the «new model» is planned for the participation of all subjects of the Russian Federation. The introduction of lean technology methods in the work of medical organizations has reduced the waiting time for doctors, optimized the burden on doctors, reduced the time for obtaining research results, streamlining the process of moving a patient within a medical organization. The creation of an effective quality management system in medical organizations is achieved through the phased implementation of lean-technology.


2020 ◽  
Vol 5 (2) ◽  
pp. 268-277
Author(s):  
Luluk Anisyah ◽  
◽  
Wibowo Wibowo

Increasing the number of elderly causes an increase in health problems one of which is associated with hypertension which can cause complications and death. The purpose of this study was to determine the description and accuracy of the use of antihypertensive drugs in geriatric patients who were diagnosed with hypertension at the Tajinan Primary Health in Malang in the period January-December 2019. This study was an observational or non-experimental study conducted using retrospective medical record data. The measuring instrument used was the data collection sheet from the medical record, the Consensus for Hypertension Management 2019 to see the accuracy of indications, patient accuracy, drug accuracy, and dose accuracy. Data analysis using Correlation Test. The results of the correlation analysis showed that the resulting Standardize estimates were 0.002 (p <0.05) which showed that there was a significant relationship between sexes with the occurrence of hypertension. The results of the correlation analysis showed that the resulting Standardize estimates were 0.001 (p <0.05) which means that there was a significant relationship between the accuracy of the types of antihypertensive drugs used in hypertensive patients. The conclusion is that the rationality evaluation of the use and administration of drugs in hypertensive patients at the Tajinan Primary Health in Malang based on the 2019 Hypertension Management Consensus guidelines shows the accuracy both in terms of indication, drug, patient and dose.


Author(s):  
Ifeyinwa Arize ◽  
Daniel Ogbuabor ◽  
Chinyere Mbachu ◽  
Enyi Etiaba ◽  
Benjamin Uzochukwu ◽  
...  

Relatively little is known about readiness of urban health systems to address health needs of the poor. This study explored stakeholders’ perception of health needs and strategies for improving health of the urban poor using qualitative analysis. Focus group discussions (n = 5) were held with 26 stakeholders drawn from two Nigerian states during a workshop. Urban areas are characterised by double burden of diseases. Poor housing, lack of basic amenities, poverty, and poor access to information are determinants of health of the urban poor. Shortage of health workers, stock-out of medicines, high cost of care, lack of clinical practice guidelines, and dual practice constrain access to primary health services. An overarching strategy, that prioritises community-driven urban planning, health-in-all policies, structured linkages between informal and formal providers, financial protection schemes, and strengthening of primary health care system, is required to address health needs of the urban poor.


BMJ Open ◽  
2021 ◽  
Vol 11 (6) ◽  
pp. e043155
Author(s):  
Honghong Feng ◽  
Kai Pan ◽  
Xiaoju Li ◽  
Liwen Zhang ◽  
Lu Mao ◽  
...  

BackgroundThe System of Health Accounts 2011 (SHA 2011) assists in health policy analysis and health expenditure comparison at the international level. Based on SHA 2011, this study analysed the distribution of beneficiary groups of curative care expenditure (CCE) in Xinjiang, to present suggestions for developing health policies.MethodsA total of 160 health institutions were selected using the multistage stratified random sampling method. An analysis of the agewise CCE distribution, institutional flow, and disease distribution was then performed based on the SHA 2011 accounting framework.ResultsIn 2016, the CCE in Xinjiang was ¥50.05 billion, accounting for 70.18% of current health expenditure and 6.66% of the gross domestic product. The per capita CCE was ¥2366.56. The CCE was distributed differently across age groups, with the highest spending on people over the age of 65 years. The CCE was highest for diseases of the circulatory, respiratory and digestive systems. Most of the expenditure was incurred in hospitals and, to a lesser extent, in primary healthcare institutions. Family health expenditure, especially on children aged 14 years and below, accounted for a relatively high proportion of the CCE.ConclusionSHA 2011 was used to capture data, which was then analysed according to the newly added beneficiary dimension. The findings revealed that the use of medical resources is low, the scale of primary medical institutions needs to be significantly expanded and there is a need to optimise the CCE financing scheme. Therefore, the health policymaking department should optimise the relevant policies and improve the efficiency of health services.


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