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Review Open access Jul 2026

The Economic Complexity–Carbon Neutrality Nexus in ASEAN Countries: The Roles of ICT Infrastructure, Foreign Direct Investment, Energy Structure, and Financial Market Developments

The rapidly deteriorating environmental challenges have necessitated efforts to integrate technological, economic, and financial infrastructure to achieve environmental quality. However, environmental stakeholders have raised concerns about whether or not contemporary policy mechanisms can ensure sustainable development and net‐zero compliance. The current research investigates the role of eco‐friendly ICT, energy structure, economic complexity, financial development, population, and financial markets development on lowering climate change in ASEAN economies. To provide a comprehensive theoretical and analytical review of our research objectives, the current research employs Driscoll–Kraay standard errors, FGLS regression, and PCSEs as contemporary econometric approaches to reveal that ICT and economic complexity overcome climate change, whereas energy structure, foreign direct investments, population, and financial markets exacerbate ecological challenges. We conclude the current research by reporting novel policy suggestions to align economic, environmental, and macroeconomic goals to achieve sustainable development and net‐zero transition.

Muhammad Farhan Bashir, M. Ye, Madiha Bashir et al. · 0 citations
Jul 2026

Innovation Systems, Renewable Energy Efficiency, Energy Transition, and Mitigation–Expansion Trap: Evidence on Structural Drivers of Climate Decoupling

Climate change requires an integrated policy framework that can handle multifaceted interrelations between energy systems, financial systems, technological innovation, and demographic processes. This research explores implicit drivers of CO 2 intensity and ecological footprint in 13 developed and developing countries from 2001 to 2025 using an interpretable MNN–DeepSHAP framework. The results indicate that better and more consistent environmental impacts are generated through improved efficiency of renewable energy, especially through lower levelized costs and better production performance rather than simply increasing installed capacity. Green technological innovation and structural energy transition can help to lower emissions, particularly when green investment is supported by well‐developed financial markets. But economic expansion alone does not ensure ecological sustainability, whereas population growth creates persistent upward pressure on environmental demand. This reflects a mitigation–expansion trap in which scale effects offset technological progress. The study emphasizes the importance of integrated policy packages.

Hafiz Muhammad Naveed, Huaping Sun, R. Akram et al. · 0 citations