欧盟国家公路运输外部成本与财政物流指标的相互关系

L. Savchenko, O. Tsapenko
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摘要

内部成本是指从事某项活动的个人或组织的直接货币化成本。它们是企业定价的基础成本。外部成本不包括在价格中,而是包括产品使用寿命结束时的处置成本、生产中排放的污染物和废物造成的环境退化成本、有害材料和成分造成的健康问题成本以及自动化程度提高导致失业增加所带来的社会成本。因此,外部成本或外部性是指无补偿的社会或环境影响的经济概念。欧洲联盟各国长期以来一直致力于将运输方面的间接损失转化为金融单位。最新的2019年《运输外部成本手册》不仅考虑了边际外部成本,还考虑了欧盟、瑞士和挪威的总外部运输成本和平均外部运输成本。我们在这项研究中的目标是:-确定对国家一级运输总外部成本产生重大影响的因素;-确定这种影响的程度;-确定影响因素的相互依赖性(多重共线性);-确定影响的方向(直接或反向依赖);-就根据选定的因素确定该国外部成本的可能性作出结论。在相关回归分析的基础上,确定了与道路运输外部成本有明确关系的因素——该国的GDP、该国以tkm为单位产生的运输工作量和道路基础设施投资的数量。回归模型的多重R和R平方值(非常接近1)使我们能够得出结论,这三个因素足以在95%的信度水平上解释变量(外部成本)。所有因素均具有统计学意义,应纳入模型。另一个重要的结果是模型中存在的系数的标志:随着GDP和运输工作百分比的增加,外部成本将增加,然而,随着道路基础设施投资的增加,运输外部成本的价值将减少。最后,得到了一国对外运输成本作为上述三个指标的函数的回归方程。由此产生的回归模型可以很好地表示统计数据。可以假设这个模型可以用来预测道路运输的外部成本,并将该方法转移到欧盟以外的国家,例如乌克兰。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interrelation of external costs of road transport and financial and logistics indicators of the EU countries
Internal costs refer to the direct monetised costs for a person or organisation undertaking an activity. They are costs that a business bases its price on. External costs are not included in price and consist on the cost of disposing of the product at the end of its useful life, the environmental degradation caused by the emissions, pollutants and wastes from production, the cost of health problems caused by harmful materials and ingredients and social costs associated with increasing unemployment due to increasing automation. In such way, external costs or externalities refer to the economic concept of uncompensated social or environmental effects. The countries of the European Union have long been engaged in converting indirect losses from transport into financial units. The latest existing 2019 Handbook on External Costs of Transport considers not only marginal external costs, but also total and average external transport costs across the EU, Switzerland and Norway. Our goals in this research are: - identification of factors that have a significant impact on the total external costs of transport at the country level; - determining of the degree of such influence; - determination of interdependence (multicollinearity) of factors of influence; - determination of the direction of influence (direct or inverse dependence); - making conclusions regarding the possibility of determining the external costs of the country based on the selected factors. On the basis of correlation-regression analysis, factors were determined that have a clear relationship with the external costs of road transport - the country's GDP, the amount of transport work produced by the country in tkm and the amount invested in road infrastructure. Values of Multiple R and R-square of the regression model (very next to 1) allow us to make a conclusion that these three factors are sufficient to explain the variable (external costs) at a reliability level of 95%. All factors are statistically significant and should be involved in the model. Another important result is the sign with which the coefficients are present in the model: with an increase in % of GDP and transport work, external costs will increase, however, with an increase in investment in road infrastructure, the value of external costs of transport will decrease. Finally, the regression equation of the country's external transport costs as a function of the three aforementioned indicators was obtained. A very good representation of the statistical data with the resulting regression model can be observed. It can be assumed that this model can be used to predict external costs of road transport and transfer the methodology to countries outside the EU, for example, Ukraine..
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