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Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Unequal transitions: Social progress and decarbonization contradictions across 160 countries
Atieh Fahimi Bandpey1, Saeed Rahimpour2, Marcelo Fuentes3
1School of Engineering Science, Industrial Engineering and Management (IEM), LUT University, Lappeenranta, Finland.
Climate change mitigation requires balancing CO₂ emissions reduction with social progress. This study reveals that while high-income nations show some alignment, lower-income countries often see social improvements coincide with rising emissions, necessitating tailored climate policies.
Area of Science:
- Environmental Science and Policy
- Sustainable Development
- Socio-economic Analysis
Background:
- Mitigating climate change via CO₂ emissions reduction must align with sustainable and equitable social progress.
- The intricate interlinkages between emissions and social progress are insufficiently understood globally.
- Existing research often overlooks structural inconsistencies by relying on aggregate correlation analyses.
Purpose of the Study:
- To diagnose structural inconsistencies between CO₂ emissions and social progress across different income levels.
- To move beyond simple correlations by disaggregating social progress indicators (SPIs) and examining their relationships with emissions.
- To identify patterns of alignment and contradiction to inform differentiated climate policies.
Main Methods:
- A multi-method diagnostic approach analyzing total CO₂ emissions and 55 SPIs across 160 countries (2011-2023).
- Application of Spearman correlation, Theil-Sen bootstrapping, and hierarchical clustering to identify trajectory patterns.
- Disaggregation of SPI categories to reveal nuanced relationships often masked in aggregate models.
Main Results:
- High-income countries show a higher proportion of positive correlations (29%), indicating alignment between decarbonization and social improvements (e.g., health, education).
- However, contradictions persist in high-income nations regarding equity, freedoms, and access to quality services.
- Lower-middle and low-income countries exhibit more negative correlations (46% and 38%), suggesting social progress often coincides with rising emissions.
Conclusions:
- Weak correlations in many high-income nations suggest policy and economic transitions mediate emission-social progress relationships.
- The findings underscore the need for justice-oriented climate policies that reduce emissions without exacerbating inequality, especially in lower-income contexts.
- Joint pursuit of environmental and social objectives requires differentiated national and global strategies.
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