Public Health Expenditures and Health Outcomes in Pakistan: Evidence from Quantile Autoregressive Distributed Lag Model

被引:22
|
作者
Ullah, Irfan [1 ]
Ullah, Assad [2 ]
Ali, Sher [3 ]
Poulova, Petra [4 ]
Akbar, Ahsan [5 ]
Shah, Muhammad Haroon [6 ]
Rehman, Alam [7 ]
Zeeshan, Muhammad [8 ]
Afridi, Fakhr E. Alam [3 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Reading Acad, Nanjing, Peoples R China
[2] Henan Univ, Sch Econ, Kaifeng, Peoples R China
[3] Islamia Coll Peshawar, Dept Econ, Peshawar, Pakistan
[4] Univ Hradec Kralove, Fac Informat & Management, Dept Informat & Quantitat Methods, Hradec Kralove 50003, Czech Republic
[5] Guangzhou City Univ Technol, Int Business Sch, Guangzhou 510080, Peoples R China
[6] Wuxi Univ, Coll Int Students, Wuxi 214105, Jiangsu, Peoples R China
[7] Natl Univ Modern Languages, Fac Management Sci, Islamabad, Pakistan
[8] Liaoning Tech Univ, Coll Business Adm, Xingcheng 125105, Liaoning, Peoples R China
关键词
healthcare spending; health outcomes; healthcare technologies; Quantile cointegration; QARDL; Pakistan; AIR-POLLUTION; ENERGY-CONSUMPTION; CO2; EMISSIONS; CARE; MORTALITY; GROWTH;
D O I
10.2147/RMHP.S316844
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objective: The provision of healthcare facilities remains high on the manifesto of various political parties in Pakistan and healthcare spending has witnessed a significant surge in the last two decades that is expected to positively influence health outcomes in the country. Therefore, this research aims to explore the effects of healthcare expenditures on the actual health status of the masses in Pakistan for the period 1995Q1 to 2017Q1. Methods: We apply the Quantile Autoregressive Distributed Lag (QARDL) approach for estimation purposes. This is the most recent and emerging estimation technique in time series analysis. Results: Our findings confirm that public healthcare spending significantly impacts health outcomes in Pakistan both in the short-run and long-run. Public healthcare spending improves life expectancy and reduces death rate and infant mortality. Conclusion: The study concludes that public healthcare is the main focus of the current regime. It is noticed that spending on healthcare significantly contributes to the health outcomes in Pakistan. These efforts by the government significantly promote life expectancy and drop down the mortality ratio in the country. Based on these notable facts, the govern-ment should allocate sufficient resources towards the latest healthcare technologies and equipment to optimize health outcomes in the country.
引用
收藏
页码:3893 / 3909
页数:17
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