Department of Economics, Faculty of Arts and Social Sciences, Government College Women University Faisalabad, Faisalabad, Pakistan.
Department of Economics, Faculty of economics and management, University of Sfax, street of airport, Km 4.5, LP 1008, Sfax, Tunisia.
Environ Sci Pollut Res Int. 2018 Jun;25(17):16825-16841. doi: 10.1007/s11356-018-1760-5. Epub 2018 Apr 4.
We investigate this study to examine the relationship between economic growth, freight transport, and energy consumption for 63 developing countries over the period of 1990-2016. In order to make the panel data analysis more homogeneous, we apply the income level of countries to divide the global panel into three sub-panels, namely, lower-middle income countries (LMIC), upper-middle income countries (UMIC), and high-income countries (HIC). Using the generalized method of moments (GMM), the results prove evidence of bidirectional causal relationship between economic growth and freight transport for all selected panels and between economic growth and energy consumption for the high- and upper-middle income panels. For the lower-middle income panel, the causality is unidirectional running from energy consumption to economic growth. Also, the results indicate that the relationship between freight transport and energy use is bidirectional for the high-income countries and unidirectional from freight transport to energy consumption for the upper-middle and lower-middle income countries. Empirical evidence demonstrates the importance of energy for economic activity and rejects the neo-classical assumption that energy is neutral for growth. An important policy recommendation is that there is need of advancements in vehicle technology which can reduce energy intensity from transport sector and improve the energy efficiency in transport activity which in turn allows a greater positive role of transport in global economic activity.
我们研究了这项研究,以检验 1990 年至 2016 年间 63 个发展中国家的经济增长、货运运输和能源消耗之间的关系。为了使面板数据分析更加一致,我们将国家的收入水平应用于将全球面板分为三个子面板,即中低收入国家(LMIC)、中上收入国家(UMIC)和高收入国家(HIC)。使用广义矩法(GMM),结果证明了所有选定面板中经济增长与货运运输之间存在双向因果关系,以及高收入和中上收入面板中经济增长与能源消耗之间存在双向因果关系。对于中低收入面板,因果关系是从能源消耗到经济增长的单向运行。此外,结果表明,高收入国家货运运输和能源使用之间的关系是双向的,而中上收入和中低收入国家的关系则是从货运运输到能源消耗的单向关系。实证证据表明能源对经济活动的重要性,并拒绝了能源对增长中立的新古典假设。一个重要的政策建议是需要在车辆技术方面取得进步,这可以降低运输部门的能源强度,并提高运输活动的能源效率,从而使运输在全球经济活动中发挥更大的积极作用。