Determinants of environmental technological innovation in Morocco: Evidence from ARDL and ECM models
モロッコにおける環境技術革新の決定要因：ARDLおよびECMモデルからの証拠 (AI 翻訳)
Ihsen Abid
🤖 gxceed AI 要約
日本語
本研究は、モロッコにおける環境技術革新の決定要因を、マクロ経済、金融、技術、制度の観点から分析。2000～2023年の年次データを用い、ARDL境界検定法と誤差修正モデルを適用。ICT輸入と規制の質が長期的にグリーンイノベーションを促進する一方、国内信用と都市化は短期的効果を示す。誤差修正項は有意で、長期的均衡への収束を示唆。
English
This study analyzes determinants of environmental technological innovation in Morocco using ARDL and ECM models on annual data (2000-2023). ICT imports and regulatory quality positively affect long-term green innovation (proxied by environment-related patents). Domestic credit and urbanization have significant short-run effects. The error correction term indicates gradual convergence to equilibrium. Findings highlight the role of digital infrastructure, finance access, and governance for sustainability.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
モロッコの事例だが、途上国における環境技術革新の決定要因を実証的に示しており、日本のGX政策（特に途上国支援や技術協力）の文脈で参考になる可能性がある。ただし、日本の国内GX実務への直接的な示唆は限定的。
In the global GX context
This paper provides empirical evidence on green innovation drivers in a developing country, contributing to the global literature on environmental innovation determinants. While not directly tied to major disclosure frameworks (TCFD/ISSB), it offers insights for policymakers designing innovation and sustainability strategies in emerging economies.
👥 読者別の含意
🔬研究者:Useful for scholars studying determinants of green innovation in developing countries, especially the role of ICT and regulatory quality.
🏛政策担当者:Relevant for policymakers in emerging economies designing strategies to foster environmental technological innovation through digital infrastructure and regulatory reforms.
📄 Abstract（原文）
This study investigates the macroeconomic, financial, technological, and institutional determinants of environmental technological innovation in Morocco, focusing on the roles of ICT imports, domestic credit to the private sector, GDP growth, urbanization, and regulatory quality. The analysis uses annual data from 2000 to 2023 and employs the Autoregressive Distributed Lag (ARDL) bounds testing approach to examine long-run relationships. An Error Correction Model (ECM) captures short-run dynamics following cointegration. Unit root and diagnostic tests confirm model robustness and stability. The results show that ICT imports and regulatory quality are positively associated with long-term growth in green innovation, as proxied by environment-related patent applications. Domestic credit and urban population growth exert significant short-run effects, while GDP growth shows a modest but positive impact over time. The error correction term is statistically significant, indicating a gradual convergence toward long-run equilibrium. The dynamics suggest that financial development, technology exposure, and urbanization play time-sensitive roles in fostering innovation. This study provides one of the first econometric assessments of green technological innovation in Morocco, addressing a notable gap in the literature. By integrating institutional and macro-financial variables, it offers valuable evidence for designing coherent innovation and sustainability strategies. The findings underscore the importance of enhancing digital infrastructure, improving access to finance, and strengthening regulatory governance to support Morocco’s environmental transition and long-term sustainable development.
🔗 Provenance — このレコードを発見したソース
- openaire https://doi.org/10.55493/5003.v15i3.5558first seen 2026-05-05 19:07:48
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