Evidence map›Paper›PMID 42840059›Full record

ArticleNature climate change2026

The impact of financing cost differences on global energy and industry decarbonization.

Paul Waidelich, Constance Crassier, Harmen Sytze de Boer, Paul Tautorat, Detlef P van Vuuren, Bjarne Steffen

Abstract read
In one paragraph

Article in Nature climate change, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Paul WaidelichEnergy and Technology Policy Group, ETH Zurich, Zurich, Switzerland.ORCID 0000-0002-5081-776X
Constance CrassierPBL Netherlands Environmental Assessment Agency, The Hague, the Netherlands.ORCID 0009-0002-1569-2786
Harmen Sytze de BoerPBL Netherlands Environmental Assessment Agency, The Hague, the Netherlands.ORCID 0000-0001-7376-2581
Paul TautoratEnergy and Technology Policy Group, ETH Zurich, Zurich, Switzerland.ORCID 0000-0002-0681-9565
Detlef P van VuurenPBL Netherlands Environmental Assessment Agency, The Hague, the Netherlands.ORCID 0000-0003-0398-2831
Bjarne SteffenEnergy and Technology Policy Group, ETH Zurich, Zurich, Switzerland.ORCID 0000-0003-2219-1402

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Integrated assessment models usually neglect differences in financing conditions across countries, sectors and time. This omission could distort outcomes concerning electricity generation and also other sectors. Here we estimate and implement dynamic, country-specific cost of capital (CoC) for eight energy and industry sectors in the IMAGE integrated assessment model. Compared with assuming a uniform low-risk CoC, accounting for developing countries' investment risks increases global mitigation costs through 2100 for staying well below +2 °C by around 9% and shifts cost-effective mitigation efforts to lower-risk regions. Sector-level analysis shows that using granular CoC estimates reduces grid investments in developing countries, shifts centralized heat production towards natural gas and raises green hydrogen costs, slowing electrolysis uptake. In industries such as steel and cement, sector and country risks hinder capital-intensive carbon capture and electricity-based technologies. Our results reveal biases from omitting country-specific financing conditions and highlight the need for climate finance across many sectors.

Indexed as

Climate-change mitigationEnergy economicsSocioeconomic scenarios

Identifiers

PMID42840059
PMCPMC13638454

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.