Asymmetric Effect of Income on the Healthcare Expenditure in Türkiye

Muhammed Benli
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Abstract

This paper examines the dynamics between income and health spending in Türkiye from 1988 to 2020, employing autoregressive distributed lag (ARDL) and nonlinear ARDL (NARDL) methodologies. One of the key findings of this study is the presence of an asymmetric relationship between variations in income and overall healthcare expenditure. This means that changes in income levels do not have uniform effects on health expenditure, and the direction of these effects depends on whether income is rising or falling. Interestingly, the research reveals that both increases and decreases in income lead to a rise in total health expenditure. However, the impact of income declines on health expenditure is more pronounced. In other words, when people experience a decrease in income, they tend to allocate a larger portion of their reduced resources to health-related expenses. This highlights the significant financial strain that income reductions can place on individuals and households when it comes to healthcare costs. This pattern of asymmetric effects also extends to government or compulsory health expenditures. When income falls, the government's role in funding health expenses becomes more prominent, as individuals rely more on public healthcare services during economic downturns. Furthermore, the study sheds light on the intriguing relationship between income shifts and voluntary or out-of-pocket health expenses. Positive income shifts are found to be associated with a reduction in voluntary health expenditure. This suggests that as people experience an improvement in their financial situation, they may opt for less costly or more efficient healthcare services, leading to a decrease in out-of-pocket expenses. Conversely, when income levels decrease, individuals may find themselves with limited options, potentially resorting to more expensive private healthcare services or bearing a greater burden of out-of-pocket expenses. This finding underscores the financial vulnerability that can accompany negative income shifts.
收入对土耳其医疗保健支出的不对称影响
本文采用自回归分布滞后(ARDL)和非线性自回归分布滞后(NARDL)方法,研究了 1988 年至 2020 年土耳其收入与医疗支出之间的动态关系。本研究的主要发现之一是收入变化与总体医疗支出之间存在非对称关系。这意味着收入水平的变化对医疗支出的影响并不一致,而且这些影响的方向取决于收入是上升还是下降。有趣的是,研究显示,收入的增加和减少都会导致总医疗支出的增加。然而,收入下降对医疗支出的影响更为明显。换句话说,当人们的收入减少时,他们倾向于将减少的资源中更大的一部分用于与健康相关的支出。这凸显了收入减少会给个人和家庭在医疗费用方面带来巨大的经济压力。这种非对称效应模式也延伸到政府或强制性医疗支出。当收入减少时,政府在医疗支出中的作用会变得更加突出,因为在经济衰退时期,个人会更加依赖公共医疗服务。此外,研究还揭示了收入变化与自愿或自付医疗费用之间的有趣关系。研究发现,积极的收入变化与自愿医疗支出的减少有关。这表明,当人们的经济状况改善时,他们可能会选择成本更低或效率更高的医疗服务,从而导致自付费用的减少。相反,当收入水平下降时,个人可能会发现自己的选择有限,可能会求助于更昂贵的私人医疗服务或承担更多的自付费用负担。这一发现凸显了收入负增长可能带来的财务脆弱性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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