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This research investigates how the adoption of industrial robotics influences ecological capacity measured by biocapacity.

March 10, 2026Business Strategy and the EnvironmentOpen Access

When Do Robots Go Green? Unveiling Mechanisms, Thresholds, and Spillovers of Industrial Robotics on Global Ecological Capacity

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Authors

BBBrahim BergouguiNational Higher School of Statistics and Applied Economy HSHamid Ghazi H SulimanyTaif University

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Implication

This analysis reveals the impact of industrial robotics on ecological capacity across countries, suggesting strategic policy combinations for sustainable improvements.

Key Points

This research investigates how the adoption of industrial robotics influences ecological capacity measured by biocapacity.
Utilized panel data from 50 countries covering 2000 to 2024
Analyzed transmission mechanisms and non-linear relationships
Conducted threshold regression and spillover analysis
Industrial robotics positively affects biocapacity, with varied impacts at different levels of industrial upgrading.
Institutional flexibility and green-biased technological progress are key mechanisms.
Ecological benefits are amplified in high-income countries and those with advanced digital infrastructure.

Cite This Study

Bergougui et al. (2026) studied this question.

synapsesocial.com/papers/69af956970916d39fea4ce7e https://doi.org/10.1002/bse.70702

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Implication

This analysis reveals the impact of industrial robotics on ecological capacity across countries, suggesting strategic policy combinations for sustainable improvements.

When Do Robots Go Green? Unveiling Mechanisms, Thresholds, and Spillovers of Industrial Robotics on Global Ecological Capacity

Discussion

Member takes

Implication

Key Points

Cite This Study

When Do Robots Go Green? Unveiling Mechanisms, Thresholds, and Spillovers of Industrial Robotics on Global Ecological Capacity

Discussion

Member takes

Implication

Key Points

Cite This Study

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