Extending the stochastic STIRPAT framework, this study investigates the impacts of institutional quality, technological progress, and natural resource dependency on CO2 emissions across the Gulf Cooperation Council (GCC) from 1995 to 2021. Econometrically, the framework integrates a multi-estimator matrix comprising FMOLS, PCSE, and Panel GMM techniques to control for endogeneity, parameter heterogeneity, and cross-sectional dependence. The empirical parameters reveal that institutional quality and renewable energy consumption exert a highly robust, universally consistent carbon-mitigating effect across all models (FMOLS: −0.2997; PCSE: −0.3044). Conversely, economic growth, non-renewable energy utilization, and urbanization act as the primary structural drivers of degradation. Crucially, the effects of technological innovation and resource dependence are model-dependent; they show statistical significance strictly within long-run FMOLS parameters (−0.0287 and +0.1339, respectively) but turn insignificant under cross-sectional corrections (PCSE/GMM), highlighting that resource wealth is highly conditional. Furthermore, the analysis uncovers a unique demographic paradox in the GCC, where transient foreign labor inflows cause aggregate population growth to exhibit a stable carbon-mitigating response (−0.0207). Policy implications demonstrate that unilateral interventions are insufficient due to cross-sectional dependencies. Instead, mitigating emissions demands an inter-country correlated framework through mechanisms like the Gulf Cooperation Council Interconnection Authority (GCCIA). Finally, the study bridges the macroeconomic–engineering nexus, arguing that regional innovation must transition toward active carbon utilization clusters, specifically electro-, thermo-, and photocatalytic CO2 conversion systems using porous crystalline metal–organic frameworks (MOFs) to support the 2030 Sustainable Development Goals (SDGs 7, 12, and 13).
This study investigates the key drivers of CO2 emissions in Gulf Cooperation Council (GCC) countries, focusing on energy consumption, economic growth, urbanization, trade openness, and institutional quality over the period 1980–2023. The analysis adopts a structured econometric framework in which each technique serves...
This study examines the socioeconomic, institutional, technological, and behavioral determinants of carbon dioxide (CO
2
) emissions across the G7 countries over the period 2011–2024. Specifically, it investigates how self‐reported life satisfaction (SRLS), human development (HDI), total factor productivity (TFP)...
Muhammad Khizar Saeed, Abdulateif A. Almulhim, Abdullah A. Aljughaiman· Sustainable Development· 0 citations
The exploration of sustainability in the context of the dynamic linkage between macroeconomic conditions and carbon emissions (CO
2
e) across SAARC nations reveals critical insights into how economic activities influence environmental outcomes. This study utilizes real gross domestic product (RGDP), foreign direct...
Greenhouse gas (GHG) emissions have emerged as a critical challenge to sustainable development in Central Asia, where rapid economic transformation, rising energy demand, and increasing globalization have intensified environmental pressures. This study investigates the determinants of GHG emission growth in Kazakhstan,...
Sukhrob Kholmatov, S. Makhmudov, Khulkar Zunnunova et al.· Economies· 0 citations
Recent study analyzes the impact of environmental policy on CO₂ emissions in Pakistan, Bangladesh, India and Sri Lanka for 2000–2024 using an extended version of the Environmental Kuznets Curve (EKC) model. This analysis is about whether environmental taxation is effective in reducing environmental degradation, but al...
Hassan Taj, Ehtsham Ul Haq Raja, Bushra Kanwal et al.· The social science· 0 citations
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