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Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method

Thi Lan Anh Nguyen et al · KeAi Communications Co., Ltd · 2026

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This study investigates the dynamic interrelationships among economic growth (EG), inflation (INF), renewable energy consumption (RE), trade openness (TO), foreign direct investment (FDI), and open innovation (OI) in China over the period 1990–2023. Using the autoregressive distributed lag (ARDL) bounds testing approach, the analysis examines short- and long-run linkages among these key macroeconomic and innovation-related variables. The empirical findings reveal long-run cointegration, with RE use, TO, and FDI positively contributing to GDP growth, while INF exerts a dampening effect. Moreover, OI emerges as a critical channel reinforcing the growth-enhancing effects of RE and international integration. Short-run dynamics indicate significant adjustment processes through the error correction term, confirming the robustness of the ARDL specification. These results highlight the pivotal role of innovation-driven strategies in sustaining China’s green growth trajectory while managing inflationary pressures and integrating into global markets. The study contributes to the literature by combining macroeconomic, energy, and innovation dimensions within a unified empirical framework. It offers actionable insights for policymakers seeking to balance growth, stability, and sustainability. Based on the estimated long-run elasticities, the study specifically recommends that China prioritize expanding international collaborative innovation platforms and innovation-oriented RE programs, while redirecting FDI and trade policies toward technology-intensive and green sectors to maximize the growth returns from its green, innovation-driven development strategy.

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APA 7

al, T. L. A. N. E. (2026). Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method. https://doi.org/10.1016/j.grets.2026.100366

MLA

al, Thi Lan Anh Nguyen et. "Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method." 2026. https://doi.org/10.1016/j.grets.2026.100366.

Chicago

al, Thi Lan Anh Nguyen et. 2026. "Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method.". https://doi.org/10.1016/j.grets.2026.100366.

Harvard

al, T. L. A. N. E. 2026, Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method, KeAi Communications Co, Ltd, available at: https://doi.org/10.1016/j.grets.2026.100366 [Accessed 8 Aug. 2026].

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Title
Nexus of GDP, inflation, renewable energy, trade openness, FDI, and open innovation in China: New insights from the ARDL method
Author / contributors
Thi Lan Anh Nguyen et al
Publisher
KeAi Communications Co., Ltd
Publication year
2026
ISSN
2949-7361
ISSN
2949-7361
Language
English

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