REVISITING CARBON-INDUCED GLOBAL WARMING: A VECM-BASED DYNAMIC CAUSALITY APPROACH


TUTAR H., Štreimikienė D., Mutlu H. T.

Singapore Economic Review, 2025 (SSCI, Scopus) identifier

  • Publication Type: Article / Article
  • Publication Date: 2025
  • Doi Number: 10.1142/s0217590825470046
  • Journal Name: Singapore Economic Review
  • Journal Indexes: Social Sciences Citation Index (SSCI), Scopus, IBZ Online, ABI/INFORM, EconLit, Geobase, Public Affairs Index
  • Keywords: average temperature, Carbon emissions, climate change, Granger causality, vector error correction model
  • Open Archive Collection: Article
  • Azerbaijan State University of Economics (UNEC) Affiliated: Yes

Abstract

Purpose: This study empirically examines the causal and dynamic links between per capita CO2 emissions and average near-surface temperature. It evaluates both short- and long-term effects and provides evidence-based guidance for carbon management and sustainability. Method: We utilize annual panel data for 92 countries across Africa, the Americas, Asia, Europe, and Oceania from 1980 to 2024. Temperatures are from NOAA; per-capita CO2 from the World Bank’s WDI. After unit-root and cointegration tests, we estimate a VECM, perform Granger causality, impulse-response analysis, and forecast error variance decomposition. Findings: Emission shocks cause gradual and persistent warming, confirming a significant long-run effect on temperature. The reverse channel - temperature affecting emissions - is weaker and short-lived. Causality is bidirectional yet asymmetric. Variance decomposition shows emissions which explain a rising share of temperature variability at longer horizons. Conclusion: Long-run emission dynamics dominate short-term fluctuations in shaping global temperature paths. Policies must pair durable emission reductions with targeted adaptation. Implications: The study makes a significant contribution by combining broad temporal and spatial coverage with rigorous time-series modeling. Policymakers should accelerate the deployment of renewable energy, establish credible pathways to climate neutrality, and implement zero-emission programs to mitigate the persistent effects of global warming.