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Objective To analyzes the influence of Artificial Intelligence(AI)technology on physician workload based on the panel data of 31 provinces in China from 2012 to 2021.Methods Using MATLAB R2022b software to estimate the kernel density of physician workload and analyze the changes of physician workload in the past 10 years.Select fixed effects model and perform panel regression analysis between AI techniques and physician workload based on Stata MP 17.0 software.Results At present,there is a serious regional multi-level differentiation in physician workload.AI-assisted diagnosis,AI-assisted treatment and AI-assisted management have significantly reduced the physician workload.However,there is regional difference in the negative influence of AI technology on physician workload,with the most significant influence in eastern China and less significant in western China.Both aging and personal health investment negatively moderate the relationship between AI-assisted diagnosis technology and physician workload.Conclusion Great attention should be paid to AI,especially AI-assisted diagnosis technology,because it plays an important role in reducing the physician workload and alleviating the pressure caused by insufficient medical resources and uneven distribution in the context of aging.
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Health finance is an important part of the public financial system.Based on literature review and field survey,it analyzes how to further understand the relationship between financial health input policy and national governance under the perspective of national governance,and explores the current situation of financial health input in China,the problems existing in the current input policy and the methods to improve it,so as to provide references for relevant departments to improve China's government health invest-ment policy.
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ABSTRACT As an important part of human capital, healthy human capital plays a great role in promoting economic development. Based on the overlapping generations (OLG) model, this study establishes a correlation analysis model between healthy human capital and economic growth. This model takes utility maximization as the theoretical carrier to study how individuals promote economic growth while pursuing the maximization of their own health capital accumulation. The model can analyze the promotion mechanism of healthy human capital on economic growth, so as to provide decision support for relevant personnel. Taking the panel data of 11 provinces and cities in China as samples, this paper makes an empirical analysis of the model. The results show that healthy human capital investment in coastal areas is generally high, and the relationship between healthy human capital and economic growth conforms to the inverted U-shaped development model, so we should pay attention to the reasonable proportion of healthy human capital investment. In addition, from the fitting effect of the regression model, the F-statistic values of model 1 and model 2 are 672.6327 and 1240.188, which shows that the fitting accuracy of the two regression models is higher.
RESUMO Como parte importante do capital humano, o capital humano saudável desempenha um grande papel na promoção do desenvolvimento econômico. Com base no modelo de gerações gerações sobrepostas (OLG), este estudo estabelece um modelo de análise de correlação entre o capital humano saudável e o crescimento econômico. Este modelo leva à maximização da utilidade como suporte teórico para estudar como os indivíduos promovem o crescimento econômico, enquanto procedem à maximização de sua própria acumulação de capital saudável. O modelo pode analisar o mecanismo de promoção de capital humano saudável em crescimento econômico, de modo a fornecer suporte de decisão para os profissionais. Tomando os dados do painel de 11 províncias e cidades da China como amostra, o presente estudo faz uma análise empírica do modelo. Os resultados mostram que o investimento em capital humano para a saúde nas zonas costeiras é geralmente elevado, e a relação entre o capital humano saudável e o crescimento econômico está em conformidade com o modelo de desenvolvimento invertido em forma de U, pelo que devemos prestar atenção à proporção razoável de investimento em capital humano saudável. Além disso, a partir do efeito de ajuste do modelo de regressão, os valores F-estatísticos do modelo 1 e do modelo 2 são 672.6327 e 1240.188, o que mostra que a precisão de ajuste dos dois modelos de regressão é maior.
RESUMEN Como parte importante del capital humano, la salud juega un papel importante en la promoción del desarrollo económico. Basado en el modelo de generaciones superpuestas (OLG), este estudio establece un modelo de análisis de correlación entre capital humano saludable y crecimiento económico. Este modelo toma la maximización de la utilidad como portador teórico para estudiar cómo los individuos promueven el crecimiento económico mientras persiguen la maximización de su propia acumulación de capital en salud. El modelo puede analizar el mecanismo de promoción del capital humano saludable sobre el crecimiento económico, a fin de brindar apoyo a las decisiones del personal relevante. Tomando como muestra los datos de panel de 11 provincias y ciudades de China, este artículo realiza un análisis empírico del modelo. Los resultados muestran que la inversión de capital humano saludable en las áreas costeras es generalmente alta, y la relación entre capital humano saludable y crecimiento económico se ajusta al modelo de desarrollo en forma de U invertida, por lo que debemos prestar atención a la proporción razonable de inversión de capital humano saludable. Además, del efecto de ajuste del modelo de regresión, los valores del estadístico F del modelo 1 y del modelo 2 son 672,6327 y 1240,188, lo que muestra que la precisión de ajuste de los dos modelos de regresión es mayor.
Sujet(s)
Humains , Développement économique , Secteur public , Secteur privé , Investissements , Analyse de régression , Modèles économiquesRÉSUMÉ
Resumo Dado o impacto financeiro da incorporação de novas tecnologias em saúde, é um desafio para os gestores escolher qual delas deve ser incorporada e quando isto deve ocorrer. Assim, é necessário contar com um processo de avaliação e de incorporação de tecnologias baseado em critérios transparentes e objetivos. Neste trabalho objetivou-se analisar o processo nacional da Comissão Nacional de Incorporação de Tecnologias em Saúde do Ministério da Saúde (Conitec) e compará-lo com o de agências de países de referência: Austrália, Canadá e Reino Unido. Utilizaram-se as seguintes categorias para a comparação: estrutura, indicação e seleção de temas, condução da revisão de evidências, uso de Avaliação Tecnológica em Saúde (ATS) na tomada de decisão, produtos do programa de ATS, divulgação e transparência. O processo da Conitec legalmente previsto apresentou mais similaridades do que distinções em comparação com os das agências estudadas. As principais diferenças foram em relação a: composição dos comitês, apresentação de recursos, avaliação do programa, seleção e prazos para oferta da tecnologia incorporada. Apesar dos avanços, a incorporação de tecnologias em saúde no Brasil deve buscar a melhoria contínua.
Abstract Given the financial impact of the adoption of new health technologies in health systems, choosing what technology should be introduced and when poses a major challenge for health managers. The health technology assessment (HTA) process should therefore be underpinned by transparent and objective criteria. The objective of this study was to analyze HTA processes in Brazil, overseen by the National Commission for the Incorporation of Health Technology (CONITEC), and to compare these processes with those in countries considered to be at the forefront of this field: Australia, Canada, and the United Kingdom. The following categories were used for the comparative analysis: program structure, definition and selection of topics, evidence review, use of HTA in decision making, program products and dissemination, and transparency. The findings show that there are more similarities than differences between these countries' processes and the CONITEC processes. The main differences identified were: composition of committees, entitlement to appeal, program evaluation, and timeframes for the implementation of recommendations/decisions. Despite making major strides in recent years, Brazil should continue to promote continuous improvement of its HTA process.
Sujet(s)
Humains , Évaluation de la technologie biomédicale/méthodes , Technologie biomédicale/économie , Prise de décision , Brésil , Prestations des soins de santé/économie , Prestations des soins de santé/méthodes , Internationalité , Programmes nationaux de santé/économieRÉSUMÉ
Objective:To make full use of existing variables set,study on the dynamic connection between economic growth,health input and investment benefits.Methods:Using Factor Augmented VAR(FAVAR) to draw common factors and perform VAR estimation with the variables sets.Results:The impact of economic growth on health output had two sides.Increasing health input would significantly stimulate health output and economic growth.The increase of health level would promote economic growth in short time and hamper in the long run.Conclusion:The government should increase health input and consider the health loss brought by economic growth.It should prevent the not rich but old risk with the pursuit of health benefit.
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Objective: To study the impact of the residents’ health investment income growth, and analyze rural-urban differences and regional differences. Methods: According to the provincial panel data from 1996 to 2011, two-way fixed effects model ( Two-way FE) is established in empirical analysis. Results: Health investment has positive effects on the income growth of residents, but rural-urban differences and regional differences exist. The health investment income growth effect of rural area is higher than urban, and the effect of western area is higher than the east. Conclusion: While improving the level of urban medical health investment, it needs to focus on health investment in rural and western area. To make the health investment on income growth effect play its work efficiently, and narrow the rural-urban income gap and regional income gap.
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Objective:As the main component of human capital, health capital's dynamic path has been generally received attention. Methods: According to Grossman’s theory of health capital, the health investment return is defined as the monetary benefits and psychological benefits and the optimum control theory is used to study the optimal path of health investment. Results:The optimum path of health investment has sole saddle point equilibrium with both stability and uniqueness. Conclusion: The maximum utility of consumers depends on the their subjective judgment of future life. As a rational consumer, it needs to consider that health risk rises with age gradually, health investment should be increased to maximize lifetime utility.
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Objective: To study the effect and contribution of health investment to economic growth as well as the regional differences among eastern, central and western China. Methods: Based on the provincial panel data from 1997 to 2010, fixed effects model was established to empirically analyze the relationship between health investment and economic growth. Results: Health Investment has significant in promoting economic growth, while significant regional differences still exist, showing the decreasing order of eastern、 central and western China. Conclusion:While strengthening the regional medical health level of investment, it is needed to give preferential policies to the backward central and western regions, so that the differences between regional economic growth and physical condition of residents can be reduced while realizing health investment stimulating economic growth.
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Aims: To complete an initial estimate of the global cost of eliminating avoidable blindness, including the investment required to build ongoing primary and secondary health care systems, as well as to eliminate the ‘backlog’ of avoidable blindness. This analysis also seeks to understand and articulate where key data limitations lie. Materials and Methods: Data were collected in line with a global estimation approach, including separate costing frameworks for the primary and secondary care sectors, and the treatment of backlog. Results: The global direct health cost to eliminate avoidable blindness over a 10-year period from 2011 to 2020 is estimated at $632 billion per year (2009 US$). As countries already spend $592 billion per annum on eye health, this represents additional investment of $397.8 billion over 10 years, which is $40 billion per year or $5.80 per person for each year between 2010 and 2020. This is concentrated in high-income nations, which require 68% of the investment but comprise 16% of the world's inhabitants. For all other regions, the additional investment required is $127 billion. Conclusions: This costing estimate has identified that low- and middle-income countries require less than half the additional investment compared with high-income nations. Low- and middle-income countries comprise the greater investment proportion in secondary care whereas high-income countries require the majority of investment into the primary sector. However, there is a need to improve sector data. Investment in better data will have positive flow-on effects for the eye health sector.
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Guangdong Province,with its rapid economic development,is one of the fastest provinces of china in the progress of urbanization,while its rural development is relatively laged.The main reason of this phenomenon is: the government paid too much attention to the city,but the investment in human capital to the rural areas is insufficient.In this paper,the reason for the phenomenon is briefly analyzed.
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Health is an important component of human capital,and it is the premise and basis of other forms of human capital.This paper clarifies the impact of health on individual family income from several aspects.
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The situation of investment in health is a measure of socio-economic and cultural development of a country or region.The health outcome from a certain amount of health costs is the economic benefits of investment in health.The World Health Organization has made "put investment in the field of health to promote economic development," a new development strategy for the purpose of investment in health,expanding domestic demand and the development of health which could be the cause of national macro-economic development.This paper briefly describes the impact of health investment on China's economic development from several aspects.