School of Economics and Management, Southwest Petroleum University, Sichuan Province, China.
Xi'an Bomay Electric Industries Co., Ltd, Xi'an, China.
PLoS One. 2023 Dec 29;18(12):e0295628. doi: 10.1371/journal.pone.0295628. eCollection 2023.
Environmental protection holds a paramount position in the pursuit of sustainable development. The existing body of literature has extensively examined various driving forces for environmental enhancement, including renewable energy sources, innovation, and governmental interventions. This study aims to assess the impact of green investment, energy efficiency, and urbanization on achieving environmental sustainability in the MENA region during the period 2004-2019. A comprehensive set of econometric tools has been employed to achieve this goal, including the CADF and CIPS panel unit root tests, error correction-based panel cointegration analysis, Cross-sectional ARDL, and asymmetric ARDL models. The key findings of this research are as follows: Cross-sectional dependency and homogeneity tests demonstrated that the research units shared common dynamics and heterogeneity properties. The stationarity tests based on CIPS and CADF indicated that all variables became stationary after the first differencing. The panel cointegration analysis established a long-term relationship between green investment (GI), energy efficiency (EE), urbanization (UR), and environmental sustainability (ES) in MENA nations. Empirical model estimations using Cross-sectional ARDL revealed significant contributions of GI, EE, and UR to ES in the long and short run. The asymmetry assessment uncovered a nonlinear relationship between the explanatory and dependent variables, both in the long and short run. Specifically, the asymmetric coefficients of GI, EE, and UR displayed negative statistical significance at the 1% level, highlighting their significant roles in promoting environmental sustainability. In light of these findings, this study provides valuable insights for policymakers to formulate strategies to further environmental sustainability in the MENA region.
环境保护在追求可持续发展中占据着首要地位。现有文献广泛探讨了推动环境改善的各种动力因素,包括可再生能源、创新和政府干预。本研究旨在评估 2004-2019 年期间绿色投资、能源效率和城市化对实现中东和北非地区环境可持续性的影响。采用了一整套计量经济学工具来实现这一目标,包括 CADF 和 CIPS 面板单位根检验、基于误差修正的面板协整分析、横截面 ARDL 和非对称 ARDL 模型。本研究的主要发现如下:横截面相关性和同质性检验表明,研究单位具有共同的动态和异质性特征。基于 CIPS 和 CADF 的平稳性检验表明,所有变量在一阶差分后均达到平稳。面板协整分析建立了绿色投资(GI)、能源效率(EE)、城市化(UR)和中东和北非国家环境可持续性(ES)之间的长期关系。使用横截面 ARDL 的实证模型估计表明,GI、EE 和 UR 在长期和短期都对 ES 有显著贡献。非对称性评估揭示了长期和短期解释变量和因变量之间的非线性关系。具体而言,GI、EE 和 UR 的不对称系数在 1%的水平上具有显著的统计学意义,这突出了它们在促进环境可持续性方面的重要作用。基于这些发现,本研究为政策制定者提供了有价值的见解,以制定进一步实现中东和北非地区环境可持续性的战略。