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January 22, 2026Sustainability0 citationsOpen Access

Energy Transitions in the Digital Economy: Interlinking Supply Chain Innovation, Growth, and Policy Stringency in OECD Countries

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MHMajdi HashimOOOpeoluwa Seun Ojekemi

Key Points

  • The study examines how digitalization, economic growth, and environmental policies affect renewable energy use in OECD countries.
  • Analyzed data from 33 OECD countries from 2000 to 2021
  • Employed Method of Moments Quantile Regression (MMQR) for insights
  • Included economic globalization and financial development as control variables
  • Supply chain digitalization negatively affects renewable energy consumption at all quantiles
  • Stricter environmental policies positively impact renewable energy consumption across all quantiles
  • The relationship between economic growth and renewable energy varies, showing both positive and negative effects
  • Economic globalization enhances renewable energy consumption, while financial development has a negative effect

Abstract

The development of renewable energy has emerged as a cornerstone of sustainable economic transformation, offering a pathway to reduce carbon dependence and enhance long-term energy security. As a result, this study examines the influence of supply chain digitalization, economic growth, and environmental stringency policies on renewable energy consumption (REC) across 33 OECD countries from 2000 to 2021. Using the Method of Moments Quantile Regression (MMQR) approach, the research provides robust, distribution-sensitive insights into how these factors shape renewable energy dynamics. In addition to the main variables, financial development and economic globalization were included as control variables to capture broader macroeconomic effects. The empirical results reveal that supply chain digitalization exerts a negative and consistent influence on REC across all quantiles, suggesting that technological advancement within supply chains may still be heavily dependent on non-renewable energy inputs. Conversely, environmental stringency policies demonstrate a positive and significant impact on REC at all quantiles, indicating that stricter environmental regulations effectively drive the transition toward cleaner energy sources. However, the effect of economic growth varies across quantiles, reflecting a nonlinear relationship—fostering renewable energy use in some instances while increasing conventional energy demand in others. Among the control variables, economic globalization enhances REC, implying that greater international integration facilitates technology transfer and access to green innovations. In contrast, financial development negatively affects REC, suggesting that current financial systems may still prioritize fossil fuel investments. Overall, the study emphasizes the need to align digital transformation strategies, financial reforms, and policy frameworks to strengthen renewable energy development and ensure a sustainable, low-carbon future across OECD nations.

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Cite This Study

Hashim et al. (2026) studied this question.

synapsesocial.com/papers/6971be50642b1836717e2f78https://doi.org/10.3390/su18020981
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