Econometric analysis of the long-run relationship between preventive care spending and mortality: evidence from OECD countries, 1970-2019.

IF 1.9 4区 经济学 Q2 ECONOMICS
Empirical Economics Pub Date : 2025-01-01 Epub Date: 2025-09-17 DOI:10.1007/s00181-025-02820-2
Mehdi Ammi, Farzaneh Davarzani
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引用次数: 0

Abstract

While the share of health spending from public sources dedicated to preventive care has increased, the extent to which this preventive care spending can reduce mortality is still uncertain, mainly since effects may occur only in the long run. This paper takes advantage of a recent econometric method to empirically examine the long-run relationship between mortality and public preventive care spending in 37 OECD countries from 1970 to 2019. We construct an unbalanced longitudinal dataset on all-cause mortality and public preventive spending from publicly available OECD datasets. We detect cointegration and cross-sectional dependence in our data. This leads us to use the dynamic common correlated effects (DCCE) panel error correction model from Chudik and Pesaran (2015) to address these issues and account for heterogeneity across OECD countries. Our results indicate a long-run preventive care spending elasticity of - 0.10 in the OECD, and Granger non-causality tests suggest this may be a causal effect of spending on mortality. We also find that the long-run preventive care spending elasticity is of +0.04 for life expectancy at age 65. To better understand mechanisms, we explore the subcategories of preventive care spending and find that early disease detection programs and immunization programs drive the mortality reduction. To compare with other government health expenditures, we run our models using inpatient and outpatient healthcare expenditures as predictors and find the long-run association with mortality is less consistent. Overall, our findings indicate that higher preventive care spending may help reduce mortality in the long run in OECD countries, but this relationship is likely small.

Supplementary information: The online version contains supplementary material available at 10.1007/s00181-025-02820-2.

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预防保健支出与死亡率之间长期关系的计量经济学分析:来自经合组织国家的证据,1970-2019。
虽然公共来源用于预防保健的保健支出份额有所增加,但这种预防保健支出能在多大程度上降低死亡率仍不确定,主要是因为效果可能只有在长期才会出现。本文利用最近的计量经济学方法,对1970年至2019年37个经合组织国家的死亡率与公共预防保健支出之间的长期关系进行了实证研究。我们从公开可用的经合组织数据集构建了一个关于全因死亡率和公共预防性支出的不平衡纵向数据集。我们在数据中检测到协整和横截面依赖性。这导致我们使用Chudik和Pesaran(2015)的动态共同相关效应(DCCE)面板纠错模型来解决这些问题,并解释经合组织国家之间的异质性。我们的研究结果表明,经合组织的长期预防保健支出弹性为- 0.10,格兰杰非因果检验表明,这可能是支出对死亡率的因果效应。我们还发现,65岁预期寿命的长期预防保健支出弹性为+0.04。为了更好地理解机制,我们探索了预防保健支出的子类别,发现早期疾病检测计划和免疫计划推动了死亡率的降低。为了与其他政府医疗支出进行比较,我们使用住院和门诊医疗支出作为预测因子运行我们的模型,发现与死亡率的长期关联不太一致。总体而言,我们的研究结果表明,从长远来看,较高的预防保健支出可能有助于降低经合组织国家的死亡率,但这种关系可能很小。补充资料:在线版本包含补充资料,下载地址:10.1007/s00181-025-02820-2。
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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来源期刊
CiteScore
4.40
自引率
0.00%
发文量
157
期刊介绍: Empirical Economics publishes high quality papers using econometric or statistical methods to fill the gap between economic theory and observed data. Papers explore such topics as estimation of established relationships between economic variables, testing of hypotheses derived from economic theory, treatment effect estimation, policy evaluation, simulation, forecasting, as well as econometric methods and measurement. Empirical Economics emphasizes the replicability of empirical results. Replication studies of important results in the literature - both positive and negative results - may be published as short papers in Empirical Economics. Authors of all accepted papers and replications are required to submit all data and codes prior to publication (for more details, see: Instructions for Authors).The journal follows a single blind review procedure. In order to ensure the high quality of the journal and an efficient editorial process, a substantial number of submissions that have very poor chances of receiving positive reviews are routinely rejected without sending the papers for review.Officially cited as: Empir Econ
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