College of Economics and Management, Beijing University of Technology, Beijing, China.
School of Economics, Quaid-i-Azam University, Islamabad, Pakistan.
Environ Sci Pollut Res Int. 2021 Apr;28(13):16129-16139. doi: 10.1007/s11356-020-11787-9. Epub 2020 Nov 28.
This study explores the symmetric and asymmetric effects of physical infrastructure on energy consumption, economic growth, and air pollution of Pakistan over the period 1990-2019. The ARDL results for the energy consumption model suggest that aircraft carriers (ACC) and road infrastructure foster energy consumption in the short term. For the growth model, the impact of trade is negative and significant in both short run and long run. The results for environmental pollution model suggest that information communication technology (ICT) is positively associated with CO2 emissions, whereas trade is negatively associated with emissions in the short and long run. The road has a positive impact on CO2 emissions while ACC has a negative impact in the long run. The nonlinear ARDL results reveal that negative component of ICT negatively influences energy consumption, while positive component has insignificant impact. Similarly, ACC, road, and trade also exhibit asymmetric effects. ICT has a significantly negative impact on economic growth. Finally, the positive shock to road has a significantly positive impact on pollution but the negative shock has no impact. Additionally, the coefficient of ACC and trade also infer asymmetries in pollution model. The results offer important policy implications for achieving high growth and better environmental quality in Pakistan.
本研究探讨了 1990-2019 年期间巴基斯坦物质基础设施对能源消耗、经济增长和空气污染的对称和非对称影响。能源消耗模型的 ARDL 结果表明,航空母舰 (ACC) 和道路基础设施在短期内促进了能源消耗。对于增长模型,贸易的影响在短期和长期都是负向且显著的。环境污染模型的结果表明,信息通信技术 (ICT) 与二氧化碳排放呈正相关,而贸易在短期和长期内与排放呈负相关。道路对 CO2 排放有正向影响,而 ACC 在长期内有负向影响。非线性 ARDL 结果表明,ICT 的负向组成部分对能源消耗有负面影响,而正向组成部分没有影响。同样,ACC、道路和贸易也表现出非对称效应。ICT 对经济增长有显著的负向影响。最后,道路的正向冲击对污染有显著的正向影响,但负向冲击没有影响。此外,ACC 和贸易的系数也推断出污染模型中的不对称性。研究结果为巴基斯坦实现高增长和更好的环境质量提供了重要的政策启示。