ArticlePNAS nexus2024
Quantifying energy transition vulnerability helps more just and inclusive decarbonization.
Article in PNAS nexus, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
2 citing papers in PubMed.
- Global Renewable Energy Infrastructure Resilience Under Climate Risks.Risk analysis : an official publication of the Society for Risk Analysis · 2026Article
- Global Dataset of the Energy Transition Vulnerability Index 2000-2023.Scientific data · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The COP28 agreement signals "beginning of the end" of the fossil fuel era, calling on countries to contribute to global efforts to transition away from fossil fuels in energy systems in a just, orderly and equitable manner. While a quantitative assessment of country's vulnerability in energy transition is a prerequisite for national and international policy makers to ensure a just and inclusive transition, it is notably absent in the existing research. Here, we develop a conceptual framework based on the vulnerability scoping diagram (VSD) method to assess differences in energy transition vulnerability across countries, with a specific focus on the challenges associated with transitioning away from fossil fuels. The resulting energy transition vulnerability index (ETVI) scores reveal that countries in the Global South generally exhibit higher vulnerability in their energy transition compared to those in the Global North, and this gap has widened over the past decade. Moreover, the COVID-19 pandemic has disrupted the decade-long trend of continuous decline in global energy transition vulnerability. This study also provides two important applications of ETVI scores, aligning them with major global sustainable development agenda. Firstly, we identify substantial differences in the dynamics of transition vulnerability across seven major party groups in the international climate change negotiations and distinguish four energy transition statuses in relation to achieving global climate goals:
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.