PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
March 10, 2026Sustainable Development1 citations

How Natural Resources, Digital Governance and Economic Complexity Shape Sustainable Development in G7 Countries?

View Full Paper
KKKhatib Ahmad KhanMSMohammad Subhan

Key Points

  • This research assesses the influence of digital governance, economic factors, and resource management on sustainable development outcomes in G7 countries.
  • Examined the interplay of various factors affecting Sustainable Development Goal Index (SDGI) from 2003 to 2020 in G7 countries.
  • Utilized method of moments quantile regression (MMQR) and bootstrap quantile regression (BQR) for analysis.
  • Conducted preliminary diagnostic tests for robust findings.
  • Economic globalisation, economic complexity, and renewable energy consumption positively influence SDGs achievement across most quantiles.
  • Natural resource management shows a negative impact on sustainability outcomes, indicating a potential resource curse in G7 economies.
  • Digital governance is negatively correlated with SDGs performance, although this result is statistically insignificant.

Abstract

ABSTRACT Achieving the sustainable development goals (SDGs) remains a complex challenge even for advanced economies. In this context, G7 leaders have committed to attaining the SDGs by 2030 and achieving net‐zero emissions by 2050. This study examines how e‐government (EGDI), economic globalisation (EGI), economic complexity (ECI), natural resource management (NRM) and renewable energy consumption (REC) influence the Sustainable Development Goal Index (SDGI) in G7 countries over the period 2003–2020. Using the method of moments quantile regression (MMQR), supported by bootstrap quantile regression (BQR) and a set of preliminary diagnostic tests, the analysis captures heterogeneous effects across different quantiles of the SDGI. The results show that EGI, ECI and REC exert positive and statistically significant effects on SDGs achievement across most quantiles. In contrast, NRM exhibits a consistently negative and significant impact, revealing a counterintuitive sustainability penalty associated with resource reliance in G7 economies, consistent with a modified resource curse interpretation. Another notable and unexpected finding is that EGDI is negatively associated with SDGs performance across quantiles, although the effect remains statistically insignificant, This suggests that digital governance alone may not be sufficient to generate measurable sustainability gains in contexts characterized by relatively advanced institutional frameworks. These findings underscore the importance of moving beyond resource dependence, aligning ECI with low‐carbon sectors and strengthening renewable energy investment. We also highlight the need for sustainability‐oriented reforms in digital governance to ensure that technological advancement supports, rather than merely accompanies, progress towards the SDGs.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Khan et al. (2026) studied this question.

synapsesocial.com/papers/69af950a70916d39fea4c352https://doi.org/10.1002/sd.70858
Ask AI
Helpful
Bookmark
Share
View Full Paper