Magazzino Cosimo, Alola Andrew Adewale, Schneider Nicolas
Roma Tre University, Italy.
Department of Economics, School of Accounting and Finance, University of Vaasa, 65101, Vaasa, Finland.
J Clean Prod. 2021 Nov 1;322:129050. doi: 10.1016/j.jclepro.2021.129050. Epub 2021 Sep 20.
While the deployment of technological innovation was able to avert a devastating global supply chain fallout arising from the impact of ravaging COronaVIrus Disease 19 (COVID-19) pandemic, little is known about potential environmental cost of such achievement. The aim of this paper is to identify the determinants of logistics performance and investigate its empirical linkages with economic and environmental indicators. We built a macro-level dataset for the top 25 ranked logistics countries from 2007 to 2018, conducting a set of panel data tests on cross-sectional dependence, stationarity and cointegration, to provide preliminary insights. Empirical estimates from Fully Modified Ordinary Least Squares (FMOLS), Generalized Method of Moments (GMM), and Quantile Regression (QR) model suggest that technological innovation, Human Development Index (HDI), urbanization, and trade openness significantly boost logistic performance, whereas employment and Gross Fixed Capital Formation (GFCF) fail to respond in such a desirable path. In turn, an increase in the Logistic Performance Index (LPI) is found to worsen economic growth. Finally, LPI exhibits a large positive effect on carbon emissions, which is congruent with a strand of the literature highlighting that the modern supply chain is far from being decarbonized. Thus, this evidence further suggest that more global efforts should be geared to attain a sustainable logistics.
虽然技术创新的应用能够避免因肆虐的冠状病毒病19(COVID-19)大流行的影响而引发的毁灭性全球供应链崩溃,但对于这一成就的潜在环境成本却知之甚少。本文的目的是确定物流绩效的决定因素,并研究其与经济和环境指标之间的实证联系。我们构建了一个2007年至2018年排名前25位的物流国家的宏观数据集,对横截面依赖性、平稳性和协整性进行了一组面板数据测试,以提供初步见解。完全修正普通最小二乘法(FMOLS)、广义矩方法(GMM)和分位数回归(QR)模型的实证估计表明,技术创新、人类发展指数(HDI)、城市化和贸易开放度显著提高了物流绩效,而就业和固定资本形成总额(GFCF)未能以这种理想的方式做出反应。反过来,发现物流绩效指数(LPI)的提高会恶化经济增长。最后,LPI对碳排放表现出很大的正向影响,这与强调现代供应链远未实现脱碳的一系列文献一致。因此,这一证据进一步表明,应做出更多全球努力以实现可持续物流。